IMPORTANT: @jackfranklin/test-data-bot is the new version of this package, written in TypeScript and initially released as version 1.0.0.
The old package, test-data-bot (not scoped to my username on npm) was last released as 0.8.0 and is not being updated any more. It is recommended to upgrade to 1.0.0, which has some breaking changes documented below.
If you want to find the old documentation for 0.8.0, you can do so via an old README on GitHub.
test-data-bot was inspired by Factory Bot, a Ruby library that makes it really easy to generate fake yet realistic looking data for your unit tests.
Rather than creating random objects each time you want to test something in your system you can instead use a factory that can create fake data. This keeps your tests consistent and means that they always use data that replicates the real thing. If your tests work off objects close to the real thing they are more useful and there's a higher chance of them finding bugs.
Rather than the term factory, test-data-bot uses builder.
test-data-bot makes no assumptions about frameworks or libraries, and can be used with any test runner too. test-data-bot is written in TypeScript, so if you use that you'll get nice type safety (see the TypeScript section of this README) but you can use it in JavaScript with no problems.
npm install --save-dev @jackfranklin/test-data-bot
yarn add --dev @jackfranklin/test-data-bot
We use the build function to create a builder. You give a builder an object of fields you want to define:
const { build } = require('@jackfranklin/test-data-bot');
const userBuilder = build({
fields: {
name: 'jack',
},
});
const user = userBuilder.one();
console.log(user);
// => { name: 'jack'}While the examples in this README use require, you can also use import {build} from '@jackfranklin/test-data-bot'.
Once you've created a builder, you can call the one method it returns to generate an instance of that object - in this case, a user.
const user = userBuilder.one();
You can also call the builder directly to get a single instance -
userBuilder(). v2.1 of test-data-bot shipped with theone()method and that is now the recommended way of constructing these objects.
It would be boring though if each user had the same name - so test-data-bot lets you generate data via some API methods:
Often you will be creating objects that have an ID that comes from a database, so you need to guarantee that it's unique. You can use sequence, which increments every time it's called:
const { build, sequence } = require('@jackfranklin/test-data-bot');
const userBuilder = build({
fields: {
id: sequence(),
},
});
const userOne = userBuilder.one();
const userTwo = userBuilder.one();
// userOne.id === 1
// userTwo.id === 2If you need more control, you can pass sequence a function that will be called with the number. This is useful to ensure completely unique emails, for example:
const { build, sequence } = require('@jackfranklin/test-data-bot');
const userBuilder = build({
fields: {
email: sequence(x => `jack${x}@gmail.com`),
},
});
const userOne = userBuilder.one();
const userTwo = userBuilder.one();
// userOne.email === jack1@gmail.com
// userTwo.email === jack2@gmail.comYou can use the reset method to reset the counter used internally when generating a sequence:
const { build, sequence } = require('@jackfranklin/test-data-bot');
const userBuilder = build({
fields: {
id: sequence(),
},
});
const userOne = userBuilder.one();
const userTwo = userBuilder.one();
userBuilder.reset();
const userThree = userBuilder.one();
const userFour = userBuilder.one();
// userOne.id === 1
// userTwo.id === 2
// userThree.id === 1 <- the sequence has been reset here
// userFour.id === 2If you want an object to have a random value, picked from a list you control, you can use oneOf:
const { build, oneOf } = require('@jackfranklin/test-data-bot');
const userBuilder = build({
fields: {
name: oneOf('alice', 'bob', 'charlie'),
},
});If you need something to be either true or false, you can use bool:
const { build, bool } = require('@jackfranklin/test-data-bot');
const userBuilder = build({
fields: {
isAdmin: bool(),
},
});test-data-bot lets you declare a field to always be a particular value:
const { build, perBuild } = require('@jackfranklin/test-data-bot');
const userBuilder = build({
fields: {
name: 'jack',
details: {},
},
});A user generated from this builder will always be the same data. However, if you generate two users using the builder above, they will have exactly the same object for the details key:
const userOne = userBuilder.one();
const userTwo = userBuilder.one();
userOne.details === userTwo.details; // trueIf you want to generate a unique object every time, you can use perBuild which takes a function and executes it when a builder is built:
const { build, perBuild } = require('@jackfranklin/test-data-bot');
const userBuilder = build({
fields: {
name: 'jack',
details: perBuild(() => {
return {};
}),
},
});
const userOne = userBuilder.one();
const userTwo = userBuilder.one();
userOne.details === userTwo.details; // falseThis approach also lets you use any additional libraries, say if you wanted to use a library to generate fake data:
const myFakeLibrary = require('whatever-library-you-want');
const { build, perBuild } = require('@jackfranklin/test-data-bot');
const userBuilder = build({
fields: {
name: perBuild(() => myFakeLibrary.randomName()),
},
});You'll often need to generate a random object but control one of the values directly for the purpose of testing. When you call a builder you can pass in overrides which will override the builder defaults:
const { build, fake, sequence } = require('@jackfranklin/test-data-bot');
const userBuilder = build({
fields: {
id: sequence(),
name: fake(f => f.name.findName()),
},
});
const user = userBuilder.one({
overrides: {
id: 1,
name: 'jack',
},
});
// user.id === 1
// user.name === 'jack'If you need to edit the object directly, you can pass in a map function when you call the builder. This will be called after test-data-bot has generated the fake object, and lets you directly change its properties.
const { build, sequence } = require('@jackfranklin/test-data-bot');
const userBuilder = build('User', {
fields: {
id: sequence(),
name: 'jack',
},
});
const user = userBuilder.one({
map: user => {
user.name = user.name.toUpperCase();
return user;
},
});Using overrides and map lets you easily customise a specific object that a builder has created.
If you want to create multiple instances of a builder at once, you can use the many method on the builder:
const userBuilder = build({
fields: {
name: 'jack',
},
});
const users = userBuilder.many(20); // Creates an array of 20 users.If you want to pass in any build time configuration, you can pass in a second argument which takes the exact same configuration as calling userBuilder() directly:
const userBuilder = build({
fields: {
name: 'jack',
},
});
const users = userBuilder.many(20, {
overrides: {
name: 'bob'
}
}); // Creates an array of 20 users, each called "bob"!If you need to transform an object in a way that test-data-bot doesn't support out the box, you can pass a postBuild function when creating a builder. This builder will run every time you create an object from it.
const { build, fake } = require('@jackfranklin/test-data-bot');
const userBuilder = build({
fields: {
name: fake(f => f.name.findName()),
},
postBuild: user => {
user.name = user.name.toUpperCase();
return user;
},
});
const user = userBuilder.one();
// user.name will be uppercaseTraits let you define a set of overrides for a factory that can easily be re-applied. Let's imagine you've got a users factory where users can be admins:
interface User {
name: string;
admin: boolean;
}
const userBuilder = build<User>({
fields: {
name: 'jack',
admin: false,
},
traits: {
admin: {
overrides: { admin: true },
},
},
});Notice that we've defined the admin trait here. You don't need to do this; you could easily override the admin field each time:
const adminUser = userBuilder.one({ overrides: { admin: true } });But imagine that the field changes, or the way you represent admins changes. Or imagine setting an admin is not just one field but a few fields that need to change. Maybe an admin's email address always has to be a certain domain. We can define that behaviour once as a trait:
const userBuilder = build<User>({
fields: {
name: 'jack',
admin: false,
},
traits: {
admin: {
overrides: { admin: true },
},
},
});And now building an admin user is easy:
const admin = userBuilder.one({ traits: 'admin' });You can define and use multiple traits when building an object. Be aware that if two traits override the same value, the one passed in last wins:
// any properties defined in other-trait will override any that admin sets
const admin = userBuilder.one({ traits: ['admin', 'other-trait'] });
test-data-bot is written in TypeScript and ships with the types generated so if you're using TypeScript you will get some nice type support out the box.
The builders are generic, so you can describe to test-data-bot exactly what object you're creating:
interface User {
id: number;
name: string;
}
const userBuilder = build<User>('User', {
fields: {
id: sequence(),
name: perBuild(() => yourCustomFakerLibary().name)
},
});
const users = userBuilder.one();You should get TypeScript errors if the builder doesn't satisfy the interface you've given it.
Prior to v2.0.0 of this library, we shipped built-in support for using Faker.js to generate data. It was removed because it was a big dependency to ship to all users, even those who don't use faker. If you want to use it you can, in combination with the perBuild builder:
import {build, perBuild} from '@jackfranklin/test-data-bot';
// This can be any fake data library you like.
import fake from 'faker';
const userBuilder = build({
// Within perBuild, call your faker library directly.
name: perBuild(() => fake().name())
})