oeCloud extends personalization framework where user / developer can personalize the database. In some business scenarios, you want to store some models in different database(or data source). Also, it might be requirement where one tenant wants to store tenant’s data in separate database. These requirements can be achieved using oe datasource personalization module.

In short, this module should achieve following possible requirements

  • Seperate database (aka datasource) for specific model or models
  • Seperate database for tenant - if tenant wants to store information in different database

Getting Started

In this section, we will see how we can use install this module in our project. To use features of datasource personalization module in your project, you must install this module.

Testing and Code coverage

$ git clone http://evgit/oecloud.io/oe-datasource-personalization.git
$ cd oe-datasource-personalization
$ npm install --no-optional
$ npm run grunt-cover

you should see coverage report in coverage folder.


To use oe-datasource-personalization in your project, you must include this package into your package.json as shown below. So when you do npm install this package will be made available. Please ensure the source of this package is right and updated. For now we will be using evgit as source. Also, please note that, to use this module, you project must be oeCloud based project.

"oe-datasource-personalization": "git+http://evgit/oecloud.io/oe-datasource-personalization.git#2.0.0"

You can also install this mixin on command line using npm install.

$ npm install <git path oe-datasource-personalization> --no-optional


  • oe-cloud
  • oe-multi-tenancy
  • oe-logger

Using Data Source Personalization

How to Load module

When you include oe-datasource-personalization module in your project, you will have to add it into app-list.json. This way it will load the module in application.

	"path" : "oe-datasource-personalization",
	"DataSourcePersonalizationMixin" : false,
	"enable" :true

By putting entry as shown above, this module is loaded into application.

Enabling Data Source Personalization

When you load mixin as shown above, DataSourcePersonalizationMixin is made disabled by default in BaseEntity. This is important as you don’t want this functionality enabled for all the models. You as a developer should enable this functionality only for those models for which you want to allow to store data based on context(eg tenant).

If you want to enable this functionality on model, you need to specify and enable the mixin in Model’s JSON file as shown below

"mixins" : {
  "DataSourcePersonalizationMixin" : true

You also need to ensure that DataSourceDefinition model is has got multi-tenancy enabled. If you just put oe-multi-tenancy as part of appl-list.json, you are done. However, you also need to add your autoscope fields. You can selectively add autoscope fields for only DataSourceDefinition model and that way multi-tenancy will work only on DataSourceDefinition model. This is what exactly done in test cases of this module.

You need to call following function to set autoscope.

const oecloud = require('oe-cloud');
oecloud.observe('loaded', function (ctx, next) {
  return next();

Above code will enable Data Source personalization enabled for all those models for which this Mixin is enabled.

Note - DataSource Personalization uses MultiTenancyMixin only for DataSourceDefinition model. Therefore, you don’t have to enable Multi tenancy for the Model. If you look at test case, you will see that Customer Model doesn’t have multi tenancy enabled. Only DataSourceDefinition model has multi-tenancy mixin enabled.


Following are areas in oeCloud which are changed/added in this module.

DataSourceDefinition Model

This is framework model - this model is defined in oe-cloud project. This model, as name suggests, stores all the data source definitions/settings as metadata. This gives programmer ability to create Data Source run time by POSTing into this Model.

Changes done in DataSourceDefinition

  • This module adds ModelName property to this Model. Therefore, user can configure to store that model’s data to specific Data Source
  • This module ensures that MultiTenancyMixin is applied to this model.
  • This module gives API to set autoscope fields


This mixin should be applied for the model for which you want to enable Data Source personalization. This also sometime called DataSourceSwitching. This mixin adds a new method to Model called setDataSource().


This new method gets added to all models for which DataSourcePersonalizationMixin is enabled. This function is called just before DAO’s (DataAccessObject) model methods are called. For example, before model.find() is called, this module calls model.setDataSource() function allowing to change the data source of model.


This file contains all utility functions - basically to store all datasources and allow access to data sources based on context. There are two types of structure are maintained. One structure (or store) keeps mapping between data source and model and other maintains Datasource with context. Getting datasource from this store is two step process.

  • Find best match data source from mapping store
  • Find best match data source from datasource store

If data source from mapping store is found, return that data source to caller. If not, attempt to find datasource based on context.

Consider below table in DataSourceDefinition

DataSource Name Actual Database Model Name Context Comment
db2 Employee db2 default db2 will be returned for all context and for Employee model regardless of context
db2 Employee db2-t1 default/t1 db2-with db2-t1 database will be returned for all tenant t1 and for Employee model context
db Dont care db-t1 default/t1 db with db-t1 database will be returned for all tenant t1 for all models after above rule is applied
db Dont care db default db will be returned for all context and for all models after above rule applies


This file override all DAO methods and call setDataSource() before control is passed to actual method.

API Documentation


This function is created on oecloud application object and can be used to change the settings of DataSourceDefinition model. This is typically used to set options or some other parameters like properties.

Below example will show how to add new column to this model

const oecloud = require(“oe-cloud”)

var newProperties = {
  properties: {
   myNewProperty : {
     type : "string"


This function is also created on oecloud object. This function can be used to set autoscope property of the Model. If autoscope property is set at BaseEntity level, then it can be used. Or else, programmer has choice to set autoscope property separately.

const oecloud = require('oe-cloud');