The Cloudant connector enables LoopBack applications to connect to Cloudant data sources.
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IBM Cloudant® is a NoSQL database platform built for the cloud. You can use Cloudant as a fully-managed DBaaS running on public cloud platforms like Bluemix and SoftLayer or via an on-premises version called Cloudant Local.

For more information, see Getting started with Cloudant NoSQL DB

The loopback-connector-cloudant module is the Cloudant connector for the LoopBack framework.

Getting Started


LoopBack tries best to fit its model to a specific database’s design, while limited by the nature of database, it’s not always possible to support all LoopBack features perfectly, and user should be aware of some key features about Cloudant before they start to design a Cloudant model.

Partial Update

Cloudant does not support the idea of updating a document. All “updates” on a document are _destructive_ replacements.

It implies that if you do want to partially update a document, please make sure unchanged values are included in the update object.

For example:

// original document
  "id": ...,
  "_rev": ...,
  "prop1": "1",
  "prop2": "2",

// data to be updated
ds.updateOrCreate('User', {
  prop1: 'updated1',
}, function (err, res) {});

// document after update
  "id": ...,
  "_rev": ...,
  "prop1": "updated1",

Please note how property prop2 was completely dropped upon update.

We have some discussion on update methods, the issue link can be found in Feature Backlog section

Frequent Modification

Cloudant is not designed to change same document frequently and multiple times. It stores status changes by creating different documents and including the same unique id to tell that they are attached to the same item, not updating the same document.

By modeling the data in separate documents that are only written once, we can reduce the chance of concurrent access to the same document by separate processes.

And by properly controlling the conflict, developer can still do a safe modify. For details, refer to Conflict Control

Conflict Control

The basic idea is when modifying a document, user needs to control conflict by handling the revision of a document, currently the connector controls this process, after retriving the latest revision, connector uses it to update/delete doc, and returns 409 conflict error if doc changes during that time slot. In the middle, user could not interfere and provide their own conflict solution.

More examples to be updated after we complete the _rev property refactor.


Map Between Model And Document

Unlike relational db or mongodb, Cloudant doesn’t have a concept as ‘table’ or ‘collection’, data in a Cloudant database are all stored as documents.

The connector uses a design document to represent a LoopBack model, and common documents to represent model instances.

The following is a comparison among different databases:

  Model Model Property Model Instance
Relational DB table column in table row in table
Mongodb collection createIndex if property.index is true document in collection
Cloudant Design documents in database NOT stored in document common documents in database

To create a model, the connector creates a design document with the following config:

type: 'text',
name: 'lb-index-' + modelName,
ddoc: 'lb-index-ddoc-' + modelName,
index: {
  default_field: {
    enabled: false,
  selector: {
    [modelIndex]: modelName

By default, modelIndex is ‘loopback__model__name’, and modelSelector is {[modelIndex]: modelName}. User can customize modelSelector and modelIndex in datasource’s json file, for details please check model-specific configuration

To create a model instance, the connector creates a non-design document with value of property ‘loopback__model__name’ equals to modelName.

For model properties, we plan to create index for property that has config index: true. In the future, it will be the same way as what mongodb connector does.

Model-specific Configuration

You can specify configurations per model for database selection and to map a model to a different document:


  "name": "User",
  "base": "PersistedModel",
  "idInjection": true,
  "cloudant": {
    "modelIndex": "custom_doc_type_property_name",
    "modelSelector": { "doc_type": "user" },
    "database": "test2"

Model-specific configuration settings:

Property        Type Description
database String Database name
modelIndex String Specify the model name to document mapping, defaults to loopback__model__name.
modelSelector JSON Use the Cloudant Query selector syntax to associate models to existing data. NOTE: modelSelector and modelIndex are mutually exclusive; see Selector syntax.

_rev Property

In a document, property _rev is the latest doc revision and must be provided when modifying the doc. Currently when updating/deleting a doc, the connector first retrieves that doc, then gets its _rev, then calls a modify api with _rev included. It makes three calls to the database and this would easily result in race condition.

Considering the nature of Cloudant, we plan to give user the flexibility to define _rev property in model and provide _rev by themselves instead of the connector. In such way user can get the revision and control conflict before using that revision to modify the document.

Setup Cloudant Instance

For user that don’t have a cloudant server to develop or test, here are some suggestions can help you quickly setup one.

For development use, a docker container of Cloudant local is easy to setup and there is no request limit per second.

Bluemix Cloudant will be more stable for production.

  • Cloudant local (docker image)

    • No request limit.
    • Please follow to create your Cloudant local instance
  • Cloudant on Bluemix

    • Limit request per second by default.
    • Choose Bluemix Cloudant if you already have a Bluemix account with a better situation than limited-days’ free trial.

    • Setup steps:

      1. Open Bluemix console:
      2. Login with your account.
      3. Click on “CATALOG” in navigation bar.
      4. Search with keyword “cloudant” and choose the “Cloudant NOSQLDB” under “Data and Analytics”.
      5. Click on the green button “create” in the popup page to create your Cloudant database.
      6. Go to “DASHBOARD” where you will see your new Cloudant DB icon under “Services”.
      7. Click on the icon, and it will direct you to the database page. Check “Service Credentials” on the left to see your credentials.
      8. Check “Manage” then click on button “LAUNCH” to see your Cloudant dashboard.
  • Cloudant DBaaS account

    • Limit request per second.
    • Limited free trial.
    • Sign up with then you will see your Cloudant dashboard.

To view the Cloudant dashboard on both DBaaS and Bluemix, sign in with your Cloudant username and password.


Enter the following in the top-level directory of your LoopBack application:

$ npm install loopback-connector-cloudant --save

The --save option adds the dependency to the application’s package.json file.


Generate Datasource

Use the Data source generator to add the Cloudant data source to your application. The entry in the applications /server/datasources.json will look something like this:

"mydb": {
  "name": "mydb",
  "connector": "cloudant",
  "url": "https://<username>:<password>@<host>"
  "database": "test"


"mydb": {
  "name": "mydb",
  "connector": "cloudant",
  "username": "XXXX-bluemix",
  "password": "YYYYYYYYYYYY",
  "database": "test"

Datasource Config(url vs username & password)

  • NOTE: The url property will override username and password.

  • It means only when missing url, cloudant will use username and password to create connection.

  • If url is wrong, even user provide correct username and password, the connection still fails.

  • Only specify the username and password fields if you are using the root/admin user for the Cloudant server which has the same string as the hostname for the Cloudant server, because the Cloudant driver used by the connector appends to the username field when username and password fields are specified. Therefore, it is good practice to use the url field instead of username and password if your host is not

  • Edit datasources.json to add other supported properties as required:

Property Type Description
database String Database name
username String Cloudant username, use either ‘url’ or username/password
password String Cloudant password
url String Cloudant URL containing both username and password
modelIndex String Specify the model name to document mapping, defaults to loopback__model__name

Requests Plugin

User can provide plugin name and parameters in datasource object. For example, connect to a Cloudant server with plugin called retry, with parameters retryAttempts and retryTimeout:

"mydb": {
  "name": "mydb",
  "connector": "cloudant",
  "url": "https://<username>:<password>@<host>"
  "database": "test",
  "plugin": "retry",
  "retryAttempts": 5,
  "retryTimeout": 1000

Please note user can only use one of the plugins list in Cloudant driver’s doc, not multiple:

Example Usage


var util = require('util');

// Here we create datasource dynamically.
// If you already define a static datasource in server/datasources.json,
// please check how to load it in 
var DataSource = require ('loopback-datasource-juggler').DataSource,
    Cloudant   = require ('loopback-connector-cloudant');

var config = {
    username: 'your_cloudant_username',
    password: 'your_cloudant_password',
    database: 'your_cloudant_database'

var db = new DataSource (Cloudant, config);

Test = db.define ('Test', {
  name: { type: String },

// wait for connected event on the
// datasource before doing any database
// operations since we connect asynchronously
db.once('connected', function() {
    name: "Tony",
  }).then(function(test) {
    console.log('create instance ' + util.inspect(test, 4));
    return Test.find({ where: { name: "Tony" }});
  }).then(function(test) {
    console.log('find instance: ' + util.inspect(test, 4));
    return Test.destroyAll();
  }).then(function(test) {
    console.log('destroy instance!');
  • Use different DB instances per model definition. Refer to


User can find most CRUD operation apis documented in

Please note that after the _rev property refactor done, cloudant model api will assume user include the _rev when modifying data, so please make sure you handle document’s revision properly before you call a POST/PATCH/DELETE api. For details, refer to

We are still in progress of refactoring some methods, more details to be updated.


Currently update does the same thing as replace, for details, refer to


After attaching a model to a Cloudant datasource, either statically with model.json file or dynamically in boot script code, user need to run automigrate or autoupdate to migrate models to database. Cloudant connector does NOT automatically migrate them.

The following migration functions take either an array of multiple model’s name, or a string of a single model’s name. The example code will show how to do it.

autoupdate vs automigrate

autoupdate does not destroy existing model instances if model already defined in database. It only creates design document for new models. Under the hood Cloudant allows creating same design doc multiple times, it doesn’t return error, but returns existed as result to tell is it a new design doc or existing one.

automigrate destroys existing model instances if model already defined in database. Please make sure you do want to clean up data before running automigrate. Then it does same thing as autoupdate


User can call this function to check if model exists in database.

Example Code


module.export = function migrateData(app) {
  // Suppose you already define a datasource called `cloudantDS` 
  // in server/datasources.json
  var ds = app.datasources.cloudantDS;
  // static model created with model.json file
  var StaticModel = app.models.StaticModel;
  // dynamic model created in boot script
  var DynamicModel = ds.define('DynamicModel', {
      name: {type: String},
      description: {type: String},

  // Write the three examples in parallel just to avoid dup code,
  // please try ONLY ONE of them at one time.
  ds.once('connected', function() {
    // try autoupdate example - multiple models
    ds.autoupdate(['StaticModel', 'DynamicModel'], function(err) {});
    // OR
    // try automigrate example - single model
    ds.automigrate('StaticModel', function(err) {});
    // OR
    // try isActual example - if any model exist, run autoupdate, otherwise automigrate
    ds.isActual(['StaticModel', 'DynamicModel'], function(err, exist) {
      if (exist) {
        ds.autoupdate(['StaticModel', 'DynamicModel'], function(err){})
      } else {
        ds.automigate(['StaticModel', 'DynamicModel'], function(err){});


Not implemented yet, track it in story


  • Uses Cloudant Query (Lucene) to support ad-hoc searching.
  • LoopBack query support for: fields, limit, order, skip and where filters.
  • Please check Advanced Queries for details about regex filter, nested filter and order.


  • Cloudant local(docker image)

    • url: given the dashboard address ‘http://myhost:8080/dashboard.html’, the connection url would be ‘http://admin:pass@myhost:8080’
    • database: create your own database for testing
  • Cloudant DBaaS account

    • username: your sign up username
    • password: your sign up password
    • database: create your own database for testing
  • Cloudant on Bluemix

    • username: see services credentials
    • password: see services credentials
    • database: create your own database for testing

To run the tests:




Currently the imported test cases from juggler doesn’t fit Cloudant connector, to skip them, set CI=1 in command when run tests.


  • Assuming you have Docker installed, run the following script which would spawn a Cloudant instance on your local:

    where <HOST>, <PORT>, <USER>, <PASSWORD> and <DATABASE> are optional parameters. The default values are localhost, 8080 admin, pass and test-db respectively.

  • Run the test:
    npm test

More Info

For more detailed information regarding connector-specific functions and behaviour, see the docs section.

Feature backlog


Not implemented yet, track it in


To be updated