- 1. API with NestJS #1. Controllers, routing and the module structure
- 2. API with NestJS #2. Setting up a PostgreSQL database with TypeORM
- 3. API with NestJS #3. Authenticating users with bcrypt, Passport, JWT, and cookies
- 4. API with NestJS #4. Error handling and data validation
- 5. API with NestJS #5. Serializing the response with interceptors
- 6. API with NestJS #6. Looking into dependency injection and modules
- 7. API with NestJS #7. Creating relationships with Postgres and TypeORM
- 8. API with NestJS #8. Writing unit tests
- 9. API with NestJS #9. Testing services and controllers with integration tests
- 10. API with NestJS #10. Uploading public files to Amazon S3
- 11. API with NestJS #11. Managing private files with Amazon S3
- 12. API with NestJS #12. Introduction to Elasticsearch
- 13. API with NestJS #13. Implementing refresh tokens using JWT
- 14. API with NestJS #14. Improving performance of our Postgres database with indexes
- 15. API with NestJS #15. Defining transactions with PostgreSQL and TypeORM
- 16. API with NestJS #16. Using the array data type with PostgreSQL and TypeORM
- 17. API with NestJS #17. Offset and keyset pagination with PostgreSQL and TypeORM
- 18. API with NestJS #18. Exploring the idea of microservices
- 19. API with NestJS #19. Using RabbitMQ to communicate with microservices
- 20. API with NestJS #20. Communicating with microservices using the gRPC framework
- 21. API with NestJS #21. An introduction to CQRS
- 22. API with NestJS #22. Storing JSON with PostgreSQL and TypeORM
- 23. API with NestJS #23. Implementing in-memory cache to increase the performance
- 24. API with NestJS #24. Cache with Redis. Running the app in a Node.js cluster
- 25. API with NestJS #25. Sending scheduled emails with cron and Nodemailer
- 26. API with NestJS #26. Real-time chat with WebSockets
- 27. API with NestJS #27. Introduction to GraphQL. Queries, mutations, and authentication
- 28. API with NestJS #28. Dealing in the N + 1 problem in GraphQL
- 29. API with NestJS #29. Real-time updates with GraphQL subscriptions
- 30. API with NestJS #30. Scalar types in GraphQL
- 31. API with NestJS #31. Two-factor authentication
- 32. API with NestJS #32. Introduction to Prisma with PostgreSQL
- 33. API with NestJS #33. Managing PostgreSQL relationships with Prisma
- 34. API with NestJS #34. Handling CPU-intensive tasks with queues
- 35. API with NestJS #35. Using server-side sessions instead of JSON Web Tokens
- 36. API with NestJS #36. Introduction to Stripe with React
- 37. API with NestJS #37. Using Stripe to save credit cards for future use
- 38. API with NestJS #38. Setting up recurring payments via subscriptions with Stripe
- 39. API with NestJS #39. Reacting to Stripe events with webhooks
- 40. API with NestJS #40. Confirming the email address
- 41. API with NestJS #41. Verifying phone numbers and sending SMS messages with Twilio
- 42. API with NestJS #42. Authenticating users with Google
- 43. API with NestJS #43. Introduction to MongoDB
- 44. API with NestJS #44. Implementing relationships with MongoDB
- 45. API with NestJS #45. Virtual properties with MongoDB and Mongoose
- 46. API with NestJS #46. Managing transactions with MongoDB and Mongoose
- 47. API with NestJS #47. Implementing pagination with MongoDB and Mongoose
- 48. API with NestJS #48. Definining indexes with MongoDB and Mongoose
- 49. API with NestJS #49. Updating with PUT and PATCH with MongoDB and Mongoose
- 50. API with NestJS #50. Introduction to logging with the built-in logger and TypeORM
- 51. API with NestJS #51. Health checks with Terminus and Datadog
- 52. API with NestJS #52. Generating documentation with Compodoc and JSDoc
- 53. API with NestJS #53. Implementing soft deletes with PostgreSQL and TypeORM
- 54. API with NestJS #54. Storing files inside a PostgreSQL database
- 55. API with NestJS #55. Uploading files to the server
- 56. API with NestJS #56. Authorization with roles and claims
- 57. API with NestJS #57. Composing classes with the mixin pattern
- 58. API with NestJS #58. Using ETag to implement cache and save bandwidth
- 59. API with NestJS #59. Introduction to a monorepo with Lerna and Yarn workspaces
- 60. API with NestJS #60. The OpenAPI specification and Swagger
- 61. API with NestJS #61. Dealing with circular dependencies
- 62. API with NestJS #62. Introduction to MikroORM with PostgreSQL
- 63. API with NestJS #63. Relationships with PostgreSQL and MikroORM
- 64. API with NestJS #64. Transactions with PostgreSQL and MikroORM
- 65. API with NestJS #65. Implementing soft deletes using MikroORM and filters
- 66. API with NestJS #66. Improving PostgreSQL performance with indexes using MikroORM
- 67. API with NestJS #67. Migrating to TypeORM 0.3
- 68. API with NestJS #68. Interacting with the application through REPL
- 69. API with NestJS #69. Database migrations with TypeORM
- 70. API with NestJS #70. Defining dynamic modules
- 71. API with NestJS #71. Introduction to feature flags
- 72. API with NestJS #72. Working with PostgreSQL using raw SQL queries
- 73. API with NestJS #73. One-to-one relationships with raw SQL queries
- 74. API with NestJS #74. Designing many-to-one relationships using raw SQL queries
- 75. API with NestJS #75. Many-to-many relationships using raw SQL queries
- 76. API with NestJS #76. Working with transactions using raw SQL queries
- 77. API with NestJS #77. Offset and keyset pagination with raw SQL queries
- 78. API with NestJS #78. Generating statistics using aggregate functions in raw SQL
- 79. API with NestJS #79. Implementing searching with pattern matching and raw SQL
- 80. API with NestJS #80. Updating entities with PUT and PATCH using raw SQL queries
- 81. API with NestJS #81. Soft deletes with raw SQL queries
- 82. API with NestJS #82. Introduction to indexes with raw SQL queries
- 83. API with NestJS #83. Text search with tsvector and raw SQL
- 84. API with NestJS #84. Implementing filtering using subqueries with raw SQL
- 85. API with NestJS #85. Defining constraints with raw SQL
- 86. API with NestJS #86. Logging with the built-in logger when using raw SQL
- 87. API with NestJS #87. Writing unit tests in a project with raw SQL
- 88. API with NestJS #88. Testing a project with raw SQL using integration tests
- 89. API with NestJS #89. Replacing Express with Fastify
- 90. API with NestJS #90. Using various types of SQL joins
- 91. API with NestJS #91. Dockerizing a NestJS API with Docker Compose
- 92. API with NestJS #92. Increasing the developer experience with Docker Compose
- 93. API with NestJS #93. Deploying a NestJS app with Amazon ECS and RDS
- 94. API with NestJS #94. Deploying multiple instances on AWS with a load balancer
- 95. API with NestJS #95. CI/CD with Amazon ECS and GitHub Actions
- 96. API with NestJS #96. Running unit tests with CI/CD and GitHub Actions
- 97. API with NestJS #97. Introduction to managing logs with Amazon CloudWatch
- 98. API with NestJS #98. Health checks with Terminus and Amazon ECS
- 99. API with NestJS #99. Scaling the number of application instances with Amazon ECS
- 100. API with NestJS #100. The HTTPS protocol with Route 53 and AWS Certificate Manager
- 101. API with NestJS #101. Managing sensitive data using the AWS Secrets Manager
- 102. API with NestJS #102. Writing unit tests with Prisma
- 103. API with NestJS #103. Integration tests with Prisma
- 104. API with NestJS #104. Writing transactions with Prisma
- 105. API with NestJS #105. Implementing soft deletes with Prisma and middleware
- 106. API with NestJS #106. Improving performance through indexes with Prisma
- 107. API with NestJS #107. Offset and keyset pagination with Prisma
- 108. API with NestJS #108. Date and time with Prisma and PostgreSQL
- 109. API with NestJS #109. Arrays with PostgreSQL and Prisma
- 110. API with NestJS #110. Managing JSON data with PostgreSQL and Prisma
- 111. API with NestJS #111. Constraints with PostgreSQL and Prisma
- 112. API with NestJS #112. Serializing the response with Prisma
- 113. API with NestJS #113. Logging with Prisma
- 114. API with NestJS #114. Modifying data using PUT and PATCH methods with Prisma
- 115. API with NestJS #115. Database migrations with Prisma
- 116. API with NestJS #116. REST API versioning
- 117. API with NestJS #117. CORS – Cross-Origin Resource Sharing
- 118. API with NestJS #118. Uploading and streaming videos
- 119. API with NestJS #119. Type-safe SQL queries with Kysely and PostgreSQL
- 120. API with NestJS #120. One-to-one relationships with the Kysely query builder
- 121. API with NestJS #121. Many-to-one relationships with PostgreSQL and Kysely
Writing tests is crucial when aiming to develop a solid and reliable application. In this article, we explain the idea behind unit tests and write them for our application that works with raw SQL queries.
The idea behind unit tests
The job of a unit test is to make sure that an individual part of our application works as expected. Every test should be isolated and independent.
authentication.service.test.ts
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 |
import { AuthenticationService } from './authentication.service'; import UsersService from '../users/users.service'; import UsersRepository from '../users/users.repository'; import { JwtService } from '@nestjs/jwt'; import { ConfigService } from '@nestjs/config'; import DatabaseService from '../database/database.service'; import { Pool } from 'pg'; describe('The AuthenticationService', () => { let authenticationService: AuthenticationService; beforeEach(() => { authenticationService = new AuthenticationService( new UsersService(new UsersRepository(new DatabaseService(new Pool()))), new JwtService({ secretOrPrivateKey: 'Secret key', }), new ConfigService(), ); }); describe('when calling the getCookieForLogOut method', () => { it('should return a correct string', () => { const result = authenticationService.getCookieForLogOut(); expect(result).toBe('Authentication=; HttpOnly; Path=/; Max-Age=0'); }); }); }); |
PASS src/authentication/authentication.service.test.ts
The AuthenticationService
when calling the getCookieForLogOut method
✓ should return a correct string
Above, you can see that we use the constructor of the AuthenticationService class. While we can provide all necessary dependencies manually, as in the example above, NestJS provides some utilities to help us.
By using the Test.createTestingModule method, we create a testing module. By doing that, we mock the entire NestJS runtime. Then, when we run its compile() method, we bootstrap the module with its dependencies in a similar way that our main.ts file works.
authentication.service.test.ts
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 |
import { AuthenticationService } from './authentication.service'; import { JwtModule } from '@nestjs/jwt'; import { ConfigModule, ConfigService } from '@nestjs/config'; import { Test } from '@nestjs/testing'; import { UsersModule } from '../users/users.module'; import DatabaseModule from '../database/database.module'; describe('The AuthenticationService', () => { let authenticationService: AuthenticationService; beforeEach(async () => { const module = await Test.createTestingModule({ providers: [AuthenticationService], imports: [ UsersModule, ConfigModule.forRoot(), JwtModule.register({ secretOrPrivateKey: 'Secret key', }), DatabaseModule.forRootAsync({ imports: [ConfigModule], inject: [ConfigService], useFactory: (configService: ConfigService) => ({ host: configService.get('POSTGRES_HOST'), port: configService.get('POSTGRES_PORT'), user: configService.get('POSTGRES_USER'), password: configService.get('POSTGRES_PASSWORD'), database: configService.get('POSTGRES_DB'), }), }), ], }).compile(); authenticationService = await module.get( AuthenticationService, ); }); describe('when calling the getCookieForLogOut method', () => { it('should return a correct string', () => { const result = authenticationService.getCookieForLogOut(); expect(result).toBe('Authentication=; HttpOnly; Path=/; Max-Age=0'); }); }); }); |
Mocking the database connection
There is a very significant problem with the above test suite. Importing our DatabaseModule class causes our application to try to connect to an actual database. This is something we definitely want to avoid when writing unit tests.
Simply removing the DatabaseModule from the imports array causes the following error:
Error: Nest can’t resolve dependencies of the UsersRepository (?). Please make sure that the argument DatabaseService at index [0] is available in the UsersModule context.
We need to acknowledge that the UsersService uses the database under the hood. To solve this problem, we can provide a mocked version of the UsersService class that does not use a real database.
It might be a good idea to avoid mocking whole modules when writing unit tests. This is because e don’t want to test how modules and classes interact with each other just yet.
authentication.service.test.ts
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 |
import { AuthenticationService } from './authentication.service'; import { JwtModule } from '@nestjs/jwt'; import { ConfigModule } from '@nestjs/config'; import { Test } from '@nestjs/testing'; import UsersService from '../users/users.service'; import RegisterDto from './dto/register.dto'; describe('The AuthenticationService', () => { let registrationData: RegisterDto; let authenticationService: AuthenticationService; beforeEach(async () => { registrationData = { email: 'john@smith.com', name: 'John', password: 'strongPassword123', }; const module = await Test.createTestingModule({ providers: [ AuthenticationService, { provide: UsersService, useValue: { create: jest.fn().mockReturnValue(registrationData), }, }, ], imports: [ ConfigModule.forRoot(), JwtModule.register({ secretOrPrivateKey: 'Secret key', }), ], }).compile(); authenticationService = await module.get( AuthenticationService, ); }); describe('when calling the getCookieForLogOut method', () => { it('should return a correct string', () => { const result = authenticationService.getCookieForLogOut(); expect(result).toBe('Authentication=; HttpOnly; Path=/; Max-Age=0'); }); }); describe('when registering a new user', () => { describe('and when the usersService returns the new user', () => { it('should return the new user', async () => { const result = await authenticationService.register(registrationData); expect(result).toBe(registrationData); }); }); }); }); |
PASS src/authentication/authentication.service.test.ts
The AuthenticationService
when calling the getCookieForLogOut method
✓ should return a correct string
when registering a new user
and when the usersService returns the new user
✓ should return the new user
Thanks to mocking the UsersService, we are confident our tests won’t need the real database.
Changing the mock per test
In the above test, we always assume that the create method of the AuthenticationService returns a valid user. However, this is not always the case.
There are two major cases for the AuthenticationService.register methods:
- it returns the created user if there weren’t any problems with the data,
- it throws an error if the user with a given email address already exists.
Fortunately, we can change our mock per test. However, to do that, we need to ensure that the mock is accessible through every test. We can achieve that by creating a variable that we modify through the beforeEach hook.
Thanks to using beforeEach we ensure that each test is independent and does not affect the other tests.
authentication.service.test.ts
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 |
import { AuthenticationService } from './authentication.service'; import { JwtModule } from '@nestjs/jwt'; import { ConfigModule } from '@nestjs/config'; import { Test } from '@nestjs/testing'; import UsersService from '../users/users.service'; import RegisterDto from './dto/register.dto'; describe('The AuthenticationService', () => { let registrationData: RegisterDto; let authenticationService: AuthenticationService; let createUserMock: jest.Mock; beforeEach(async () => { registrationData = { email: 'john@smith.com', name: 'John', password: 'strongPassword123', }; createUserMock = jest.fn(); const module = await Test.createTestingModule({ providers: [ AuthenticationService, { provide: UsersService, useValue: { create: createUserMock, }, }, ], imports: [ ConfigModule.forRoot(), JwtModule.register({ secretOrPrivateKey: 'Secret key', }), ], }).compile(); authenticationService = await module.get( AuthenticationService, ); }); // ... }); |
Thanks to creating the createUserMock variable accessible in the whole test suite, we now have full control over it. We can now manipulate it to cover both of the above cases.
authentication.service.test.ts
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 |
import { AuthenticationService } from './authentication.service'; import { JwtModule } from '@nestjs/jwt'; import { ConfigModule } from '@nestjs/config'; import { Test } from '@nestjs/testing'; import UsersService from '../users/users.service'; import UserAlreadyExistsException from '../users/exceptions/userAlreadyExists.exception'; import { BadRequestException } from '@nestjs/common'; import RegisterDto from './dto/register.dto'; describe('The AuthenticationService', () => { let registrationData: RegisterDto; let authenticationService: AuthenticationService; let createUserMock: jest.Mock; beforeEach(async () => { registrationData = { email: 'john@smith.com', name: 'John', password: 'strongPassword123', }; createUserMock = jest.fn(); const module = await Test.createTestingModule({ providers: [ AuthenticationService, { provide: UsersService, useValue: { create: createUserMock, }, }, ], imports: [ ConfigModule.forRoot(), JwtModule.register({ secretOrPrivateKey: 'Secret key', }), ], }).compile(); authenticationService = await module.get( AuthenticationService, ); }); describe('when calling the getCookieForLogOut method', () => { it('should return a correct string', () => { const result = authenticationService.getCookieForLogOut(); expect(result).toBe('Authentication=; HttpOnly; Path=/; Max-Age=0'); }); }); describe('when registering a new user', () => { describe('and when the usersService returns the new user', () => { beforeEach(() => { createUserMock.mockReturnValue(registrationData); }); it('should return the new user', async () => { const result = await authenticationService.register(registrationData); expect(result).toBe(registrationData); }); }); describe('and when the usersService throws the UserAlreadyExistsException', () => { beforeEach(() => { createUserMock.mockImplementation(() => { throw new UserAlreadyExistsException(registrationData.email); }); }); it('should throw the BadRequestException', () => { return expect(() => authenticationService.register(registrationData), ).rejects.toThrow(BadRequestException); }); }); }); }); |
PASS src/authentication/authentication.service.test.ts
The AuthenticationService
when calling the getCookieForLogOut method
✓ should return a correct string
when registering a new user
and when the usersService returns the new user
✓ should return the new user
and when the usersService throws the UserAlreadyExistsException
✓ should throw the BadRequestException
Above, we are covering two separate cases:
- when the usersService returns the new user,
- when the usersService throws an error.
The crucial thing to notice is that we are not testing the UsersService. Our tests focus solely on the methods of the AuthenticationService class, which is the essence of the unit tests. When writing unit tests, we don’t verify how classes work together but rather ensure they perform in isolation.
Testing the data repository
So far, in this article, we didn’t test a class that directly uses our DatabaseService. Let’s test the create method of our UsersRepository.
users.repository.test.ts
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 |
import { CreateUserDto } from './dto/createUser.dto'; import { Test } from '@nestjs/testing'; import DatabaseService from '../database/database.service'; import UsersRepository from './users.repository'; import UserModel, { UserModelData } from './user.model'; import DatabaseError from '../types/databaseError'; import PostgresErrorCode from '../database/postgresErrorCode.enum'; import UserAlreadyExistsException from './exceptions/userAlreadyExists.exception'; describe('The UsersRepository class', () => { let runQueryMock: jest.Mock; let createUserData: CreateUserDto; let usersRepository: UsersRepository; beforeEach(async () => { createUserData = { name: 'John', email: 'john@smith.com', password: 'strongPassword123', }; runQueryMock = jest.fn(); const module = await Test.createTestingModule({ providers: [ UsersRepository, { provide: DatabaseService, useValue: { runQuery: runQueryMock, }, }, ], }).compile(); usersRepository = await module.get(UsersRepository); }); describe('when the create method is called', () => { describe('and the database returns valid data', () => { let userModelData: UserModelData; beforeEach(() => { userModelData = { id: 1, name: 'John', email: 'john@smith.com', password: 'strongPassword123', address_id: null, address_street: null, address_city: null, address_country: null, }; runQueryMock.mockResolvedValue({ rows: [userModelData], }); }); it('should return an instance of the UserModel', async () => { const result = await usersRepository.create(createUserData); expect(result instanceof UserModel).toBe(true); }); it('should return the UserModel with correct properties', async () => { const result = await usersRepository.create(createUserData); expect(result.id).toBe(userModelData.id); expect(result.email).toBe(userModelData.email); expect(result.name).toBe(userModelData.name); expect(result.password).toBe(userModelData.password); expect(result.address).not.toBeDefined(); }); }); describe('and the database throws the UniqueViolation', () => { beforeEach(() => { const databaseError: DatabaseError = { code: PostgresErrorCode.UniqueViolation, table: 'users', detail: 'Key (email)=(john@smith.com) already exists.', }; runQueryMock.mockImplementation(() => { throw databaseError; }); }); it('should throw the UserAlreadyExistsException exception', () => { return expect(() => usersRepository.create(createUserData), ).rejects.toThrow(UserAlreadyExistsException); }); }); }); }); |
PASS src/users/users.repository.test.ts
The UsersRepository class
when the create method is called
and the database returns valid data
✓ should return an instance of the UserModel
✓ should return the UserModel with correct properties
and the database throws the UniqueViolation
✓ should throw the UserAlreadyExistsException exception
Above, we are testing two crucial cases of the create method:
- the user is successfully added to the database,
- the database fails to add the user due to the unique violation error.
Feel free to take it a step further and test if the UsersRepository makes the right SQL query.
Summary
In this article, we’ve learned what unit tests are and how to implement them with NestJS. We’ve focused on testing the parts of our application that communicate with a database. Since unit tests shouldn’t use a real database connection, we’ve learned how to mock our services and repositories. There is still more to learn when it comes to testing NestJS when using SQL, so stay tuned!