factory-girl-ts is a modern, easy-to-use library for creating test data in Typescript projects. Drawing inspiration from the factory_bot Ruby gem and the fishery library, factory-girl-ts is designed for seamless integration with popular ORMs like Sequelize and Typeorm.
While factory-girl is a renowned library for creating test data in Node.js, it hasn't been updated since 2018. factory-girl-ts was born to fulfill the need for an updated, TypeScript-compatible library focusing on ease of use, especially when it comes to creating associations and asynchronous operations.
factory-girl-ts is a TypeScript-compatible library created for crafting test data. It is designed to fit smoothly with ORMs such as Sequelize and TypeORM.
Key features of factory-girl-ts include:
- A Simple and Intuitive API: This library makes the defining and creating of test data simple and quick.
- Seamless ORM Integration: It has been designed to integrate effortlessly with Sequelize and TypeORM.
- Built-in Support for Associations: It allows for simple creation of models with associations, making it perfect for complex data structures.
- Repository and Active Record Pattern Compatibility: Depending on your project's requirements, you can choose the most suitable pattern.
factory-girl-ts uses an instance of the Factory class to define factories. The Factory class offers several methods for building and creating instances of your models. You can create single or multiple instances, with or without custom attributes, and the library also supports creating instances with associations.
It also allows you to specify an adapter for your ORM, and currently supports four adapters:
TypeOrmRepositoryAdapterSequelizeAdapterMikroOrmAdapterObjectAdapter
Here's a simple class diagram showing how the main pieces of the library fit together:
classDiagram
FactoryGirl --|> Factory : creates
ModelAdapter <|.. TypeOrmRepositoryAdapter
ModelAdapter <|.. SequelizeAdapter
ModelAdapter <|.. MikroOrmAdapter
FactoryGirl o-- ModelAdapter : uses
Factory o-- Factory : associate
Factory --|> Entity : creates
Install factory-girl-ts using npm:
npm install factory-girl-tsFactories in factory-girl-ts are instances of the Factory class, offering several methods for building and creating instances of your models.
async build(override?): builds the target object, with an optionaloverrideparameterasync buildMany(override?): builds an array of the target objectasync create(override): creates an instance of the target object in the databaseasync createMany(override): creates an array of instances of the target object in the database
Let's see how to define a factory and use each of the methods above
import { User } from './models/user';
import { FactoryGirl, SequelizeAdapter } from 'factory-girl-ts';
// Step 1: Specify the adapter for your ORM.
FactoryGirl.setAdapter(new SequelizeAdapter());
// Step 2: Define your factory with default attributes for the model.
const defaultAttributesFactory = () => ({
name: 'John',
email: 'some-email@mail.com',
address: {
state: 'Some state',
country: 'Some country',
},
});
const userFactory = FactoryGirl.define(User, defaultAttributesFactory);
// Step 3: Use the factory to create instances of the model.
const defaultUser = await userFactory.build();
console.log(defaultUser);
// Output: { name: 'John', email: 'some-email@mail.com', state: 'Some state', country: 'Some country' }Instead of providing a hardcoded value, we can tell factory-girl-ts to use a sequence.
The first parameter is an unique id. It can be used for sharing sequence across multiple factories.
The second parameter is a callback that gives you an integer auto-incremented that you can use to build your value.
import { User } from './models/user';
import { FactoryGirl, SequelizeAdapter } from 'factory-girl-ts';
// Step 1: Specify the adapter for your ORM.
FactoryGirl.setAdapter(new SequelizeAdapter());
// Step 2: Define your factory with default attributes for the model.
const defaultAttributesFactory = () => ({
name: 'John',
email: FactoryGirl.sequence<string>(
'user.email',
(n: number) => `some-email-${n}@mail.com`,
),
address: {
state: 'Some state',
country: 'Some country',
},
});
const userFactory = FactoryGirl.define(User, defaultAttributesFactory);
// Step 3: Use the factory to create instances of the model.
const defaultUser = await userFactory.build();
console.log(defaultUser);
// Output: { name: 'John', email: 'some-email-1@mail.com', state: 'Some state', country: 'Some country' }
const defaultUser2 = await userFactory.build();
console.log(defaultUser2);
// Output: { name: 'John', email: 'some-email-2@mail.com', state: 'Some state', country: 'Some country' }
const defaultUser3 = await userFactory.build();
console.log(defaultUser3);
// Output: { name: 'John', email: 'some-email-3@mail.com', state: 'Some state', country: 'Some country' }You can override default properties when creating a model instance:
const userWithCustomName = await userFactory.build({ name: 'Jane' });
console.log(userWithCustomName);
// Output: { name: 'Jane', email: 'some-email@mail.com', 'Some state', country: 'Some country' }
// Overriding nested properties:
const userWithCustomAddress = await userFactory.build({
address: { state: 'Another state' },
});
console.log(userWithCustomAddress);
// Output: { name: 'John', email: 'some-email@mail', state: 'Another state', country: 'Some country' }The buildMany() function enables you to create multiple instances of a model at once. Let's walk through an example of how to use it.
import { User } from './models/user';
import { FactoryGirl, SequelizeAdapter } from 'factory-girl-ts';
// 1. Set the adapter for your ORM.
FactoryGirl.setAdapter(new SequelizeAdapter());
// 2. Define your factory with default attributes for the model.
const defaultAttributesFactory = () => ({
name: 'John',
email: 'some-email@mail.com',
});
const userFactory = FactoryGirl.define(User, defaultAttributesFactory);
// 3. Create multiple instances of the model.
const users = await userFactory.buildMany(2);
console.log(users);
// Output: [ { name: 'John', email: 'some-email@mail.com' }, { name: 'John', email: 'some-email@mail.com' } ]buildMany() also allows you to override default attributes for each created instance:
// Create multiple instances with custom attributes.
const [jane, mary] = await userFactory.buildMany(
2,
{ name: 'Jane' },
{ name: 'Mary' },
);
console.log(jane.name); // Output: 'Jane'
console.log(mary.name); // Output: 'Mary'If you want to apply the same override to all instances, you can do that too:
// Create multiple instances with the same custom attribute.
const [user1, user2] = await userFactory.buildMany(2, { name: 'Foo' });
console.log(user1.name); // Output: 'Foo'
console.log(user2.name); // Output: 'Foo'By using buildMany(), you can efficiently create multiple model instances for your tests, with the flexibility to customize their attributes as needed.
The create() function allows you to create an instance of a model and save it to the database. Let's walk through an example of how to use it.
import { User } from './models/user';
import { FactoryGirl, SequelizeAdapter } from 'factory-girl-ts';
// Step 1: Specify the adapter for your ORM.
FactoryGirl.setAdapter(new SequelizeAdapter());
// Step 2: Define your factory with default attributes for the model.
const defaultAttributesFactory = () => ({
name: 'John',
email: 'some-email@mail.com',
address: {
state: 'Some state',
country: 'Some country',
},
});
const userFactory = FactoryGirl.define(User, defaultAttributesFactory);
// Step 3: Use the factory to create instances of the model.
const defaultUser = await userFactory.create();
// The factory returns a sequelize instance of the given model. Therefore, we can use sequelize's methods:
console.log(defaultUser.get('name')); // Output: 'John'You can also override default properties and create many instances of the model at once, just like with build() and buildMany():
// Create an instance with custom attributes.
const userWithCustomName = await userFactory.create({ name: 'Jane' });
console.log(userWithCustomName.get('name')); // Output: 'Jane'
// Create multiple instances with custom attributes.
const [jane, mary] = await userFactory.createMany(
2,
{ name: 'Jane' },
{ name: 'Mary' },
);
console.log(jane.get('name')); // Output: 'Jane'
console.log(mary.get('name')); // Output: 'Mary'
// Create multiple instances with the same custom attribute.
const [user1, user2] = await userFactory.createMany(2, { name: 'Foo' });
console.log(user1.get('name')); // Output: 'Foo'
console.log(user2.get('name')); // Output: 'Foo'factory-girl-ts provides an easy way to create associations between models using the associate() method. This method links a model to another by using an attribute from the associated model.
Let's walk through an example to demonstrate how this works. We'll be using a User model and an Address model, where each user has one address.
// Define the User factory.
const defaultAttributesFactory = () => ({
id: 1,
name: 'John',
email: 'some-email@mail.com',
});
const userFactory = FactoryGirl.define(User, defaultAttributesFactory);
// Define the Address factory, associating it with the User factory.
const addressFactory = FactoryGirl.define(Address, () => ({
id: 1,
street: '123 Fake St.',
city: 'Springfield',
state: 'IL',
zip: '90210',
userId: userFactory.associate('id'), // Associates the 'id' from the User model.
}));
const address = addressFactory.build();
const addressInDatabase = await addressFactory.create();
address.get('userId'); // Output: 1
addressInDatabase.get('userId'); // Output: 1The associate() function coordinates with the method called in the parent factory. If you call build() on the parent factory, associate() will trigger the associated factory's build() method. Conversely, if you call create(), it will invoke the create() method in the associated factory.
Additionally, associate() allows you to specify a custom attribute (or 'key') for associating the models.
// Define the Address factory using a custom 'key' to associate with the User factory.
const addressFactory = FactoryGirl.define(Address, () => ({
id: 1,
street: '123 Fake St.',
city: 'Springfield',
state: 'IL',
zip: '90210',
userId: userFactory.associate('uuid'), // Uses the 'uuid' attribute from the User model for association.
}));Lastly, the associate() method can also define custom attributes for the associated model.
const addressForCompanyUserFactory = FactoryGirl.define(Address, () => ({
id: 1,
street: '123 Fake St.',
city: 'Springfield',
state: 'IL',
zip: '90210',
userId: userFactory.associate('id', {
email: 'john@company.com', // This will create a user with the specified email.
}),
}));const addressForCompanyUserFactory = FactoryGirl.define(Address, () => ({
id: 1,
street: '123 Fake St.',
city: 'Springfield',
state: 'IL',
zip: '90210',
user: userFactory.associate(
{},
{
companyName: 'ACME', // This will create a user passing the "companyName" transient parameter. That parameter may be used by the user factory to alter the user's email for instance.
},
),
}));Keep in mind associate only comes into play if no value is provided for the given association. This prevents unnecessary creation of entities and can be particularly useful when you want to control the associated value.
// Create an Address instance with a specified 'userId'. This will bypass the 'associate()' method in the User factory.
const addressFromFirstUser = await addressFactory.create({
userId: 1,
});We can use the associateMany(count, override, transientParams) version to associate many instances of a model to another. This is useful when we have a one-to-many relationship between two models.
Let's walk through an example to demonstrate how this works. We'll be using a User model and a Profile model, where each user has many profiles.
// Define the Profile Factory
const profileFactory = FactoryGirl.define(Profile, () => ({
phone: '000000000',
imageUri: 'http://some-image-uri.com',
}));
// Define the User Factory, associating it with the Profile Factory.
const userFactory = FactoryGirl.define(User, () => ({
id: 1,
name: 'John',
profiles: profileFactory.associateMany(2, { phone: '123456789' }),
}));
// Create a User instance with two associated Profiles.
const user = await userFactory.create();
console.log(user.profiles); // Output: [ { phone: '123456789', imageUri: 'http://some-image-uri.com' }, { phone: '123456789', imageUri: 'http://some-image-uri.com' } ]You can extend a factory by using the extend() method. This allows you to create a new factory that inherits the attributes of the parent factory, while also adding new attributes.
const companyEmailUser = userFactory.extend(() => ({
email: 'user@company.com',
}));
const user = await companyEmailUser.build();
console.log(user.email); // Output: 'user@company'You can also use an async callback when extending a factory. This might be useful when the extended factory relies on async resources:
const companyEmailUser = userFactory.extend(async () => ({
email: await getEmailFromSomeAsyncResource(),
}));
const user = await companyEmailUser.create();
console.log(user.email); // Output: 'async.email@company.com'There are scenarios where a child factory has more than one attribute that depends on another factory - this is common when we have non-normalized tables. Check out the example below:
---
title: Denormalized Table Example
---
erDiagram
user ||--|{ employee : "has"
company ||--|{ employee : "employs"
user {
int id
string email
string name
string password
}
employee {
int user_id
string name
int company_id
}
company {
int id
string name
string EIN
}
In this diagram:
-
userhas aone-to-manyrelationship withemployeeusinguser.idandemployee.user_id. -
companyhas aone-to-manyrelationship withemployeeusingcompany.idandemployee.company_id.
In order to create an employee factory, we must make sure the user_id and email belong to the same user. We can leverage the association.get() method to do so:
const employeeFactory = FactoryGirl.define(Employee, () => {
const userAssociation = userFactory.associate('id');
return {
name: userAssociation.get('name'),
userId: userAssociation.get('id'),
companyId: companyFactory.associate('id'),
};
});
const employee = await employeeFactory.create();The strategy above is helpful ensure the data consistency - the employee name will always be the same as the user name.
You can also define hooks to run after creating an instance. This might be handy when there is custom logic or async logic to be executed. We have two types of hooks:
afterBuild(): runs afterbuild()is called.afterCreate(): runs aftercreate()is called.
const adminUserFactory = userFactory.afterCreate((user) => {
const userRole = await userRoleFactory.create({
userId: user.id,
role: 'admin',
});
user.userRole = userRole;
return user;
});Both hooks return a brand new factory, so you can chain as many hooks as you want. Moreover, these hook requires that the input model (in the example above, a User) is returned.
It's possible to change the return type of a Factory using the mutate() method. The mutate() method returns a new factory that alters the return type of the original factory:
const employeeFactory = userFactory.mutate(
Employee,
(user) => new Employee(user.id, user.name),
);That method is useful when you have an entity that is based on a parent entity table, but has a different class / behavior. This is common when you have the same table representing two entities from different bounded contexts.
In summary, factory-girl-ts allows you to handle model associations seamlessly. The associate() method is a powerful tool that helps you link models together using their attributes, making it easier than ever to create complex data structures for your tests.
Stay tuned for more features and improvements. We are continuously working to make factory-girl-ts the most intuitive and efficient tool for generating test data in TypeScript!