- 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
- 122. API with NestJS #122. Many-to-many relationships with Kysely and PostgreSQL
- 123. API with NestJS #123. SQL transactions with Kysely
- 124. API with NestJS #124. Handling SQL constraints with Kysely
- 125. API with NestJS #125. Offset and keyset pagination with Kysely
- 126. API with NestJS #126. Improving the database performance with indexes and Kysely
- 127. API with NestJS #127. Arrays with PostgreSQL and Kysely
- 128. API with NestJS #128. Managing JSON data with PostgreSQL and Kysely
- 129. API with NestJS #129. Implementing soft deletes with SQL and Kysely
- 130. API with NestJS #130. Avoiding storing sensitive information in API logs
- 131. API with NestJS #131. Unit tests with PostgreSQL and Kysely
- 132. API with NestJS #132. Handling date and time in PostgreSQL with Kysely
- 133. API with NestJS #133. Introducing database normalization with PostgreSQL and Prisma
- 134. API with NestJS #134. Aggregating statistics with PostgreSQL and Prisma
- 135. API with NestJS #135. Referential actions and foreign keys in PostgreSQL with Prisma
- 136. API with NestJS #136. Raw SQL queries with Prisma and PostgreSQL range types
- 137. API with NestJS #137. Recursive relationships with Prisma and PostgreSQL
- 138. API with NestJS #138. Filtering records with Prisma
- 139. API with NestJS #139. Using UUID as primary keys with Prisma and PostgreSQL
- 140. API with NestJS #140. Using multiple PostgreSQL schemas with Prisma
- 141. API with NestJS #141. Getting distinct records with Prisma and PostgreSQL
- 142. API with NestJS #142. A video chat with WebRTC and React
- 143. API with NestJS #143. Optimizing queries with views using PostgreSQL and Kysely
- 144. API with NestJS #144. Creating CLI applications with the Nest Commander
- 145. API with NestJS #145. Securing applications with Helmet
- 146. API with NestJS #146. Polymorphic associations with PostgreSQL and Prisma
- 147. API with NestJS #147. The data types to store money with PostgreSQL and Prisma
- 148. API with NestJS #148. Understanding the injection scopes
- 149. API with NestJS #149. Introduction to the Drizzle ORM with PostgreSQL
- 150. API with NestJS #150. One-to-one relationships with the Drizzle ORM
- 151. API with NestJS #151. Implementing many-to-one relationships with Drizzle ORM
- 152. API with NestJS #152. SQL constraints with the Drizzle ORM
- 153. API with NestJS #153. SQL transactions with the Drizzle ORM
- 154. API with NestJS #154. Many-to-many relationships with Drizzle ORM and PostgreSQL
- 155. API with NestJS #155. Offset and keyset pagination with the Drizzle ORM
- 156. API with NestJS #156. Arrays with PostgreSQL and the Drizzle ORM
- 157. API with NestJS #157. Handling JSON data with PostgreSQL and the Drizzle ORM
- 158. API with NestJS #158. Soft deletes with the Drizzle ORM
- 159. API with NestJS #159. Date and time with PostgreSQL and the Drizzle ORM
- 160. API with NestJS #160. Using views with the Drizzle ORM and PostgreSQL
- 161. API with NestJS #161. Generated columns with the Drizzle ORM and PostgreSQL
- 162. API with NestJS #162. Identity columns with the Drizzle ORM and PostgreSQL
- 163. API with NestJS #163. Full-text search with the Drizzle ORM and PostgreSQL
- 164. API with NestJS #164. Improving the performance with indexes using Drizzle ORM
- 165. API with NestJS #165. Time intervals with the Drizzle ORM and PostgreSQL
- 166. API with NestJS #166. Logging with the Drizzle ORM
- 167. API with NestJS #167. Unit tests with the Drizzle ORM
- 168. API with NestJS #168. Integration tests with the Drizzle ORM
Covering our NestJS application with unit tests can help us create a reliable product. In this article, we introduce the idea behind unit tests and implement them in an application working with Prisma.
In this article, we continue the code developed in API with NestJS #33. Managing PostgreSQL relationships with Prisma
Introducing unit tests
A unit test ensures that an individual piece of our code works properly. With them, we can make sure that various parts of our system function correctly in isolation.
When we run npm run test, Jest looks for files with a specific naming convention. By default, it includes files ending with .spec.ts. Another popular approach is to create files ending with .test.ts. We can look it up in our package.json file.
package.json
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{ // ... "jest": { "testRegex": ".*\\.test\\.ts$", // ... } } |
Let’s create a basic test for our AuthenticationService class.
authentication.service.test.ts
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import { AuthenticationService } from './authentication.service'; import { JwtService } from '@nestjs/jwt'; import { ConfigService } from '@nestjs/config'; import { UsersService } from '../users/users.service'; import { PrismaService } from '../prisma/prisma.service'; describe('The AuthenticationService', () => { let authenticationService: AuthenticationService; beforeEach(() => { authenticationService = new AuthenticationService( new UsersService(new PrismaService()), 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/tests/authentication.service.spec.ts
The AuthenticationService
when creating a cookie
✓ should return a string (12ms)
In the example above, we use the constructor of the AuthenticationService manually. While that’s a possible solution, we can depend on NestJS test utilities to do it for us. To do that, we need the Test.createTestingModule method from the @nestjs/testing library.
authentication.service.test.ts
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import { AuthenticationService } from './authentication.service'; import { JwtModule } from '@nestjs/jwt'; import { ConfigModule } from '@nestjs/config'; import { Test } from '@nestjs/testing'; import { UsersModule } from '../users/users.module'; import { PrismaModule } from '../prisma/prisma.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', }), PrismaModule, ], }).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'); }); }); }); |
Avoiding using a real database
When we take a look at our PrismaService, we can see that whenever we initialize it in our tests, we establish a connection with the database using the $connect() method.
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import { Injectable, OnModuleInit, OnModuleDestroy } from '@nestjs/common'; import { PrismaClient } from '@prisma/client'; @Injectable() export class PrismaService extends PrismaClient implements OnModuleInit, OnModuleDestroy { async onModuleInit() { await this.$connect(); } async onModuleDestroy() { await this.$disconnect(); } } |
An essential thing about unit tests is that they should be independent. To depend on them, we need to ensure they are not affected by any possible issues with the database. The getCookieForLogOut method in our AuthenticationService does not require a database. However, a lot of other methods use the database. A good example is the getAuthenticatedUser method.
authentication.service.ts
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import { BadRequestException, Injectable } from '@nestjs/common'; import { UsersService } from '../users/users.service'; @Injectable() export class AuthenticationService { constructor(private readonly usersService: UsersService) {} public async getAuthenticatedUser(email: string, plainTextPassword: string) { try { const user = await this.usersService.getByEmail(email); await this.verifyPassword(plainTextPassword, user.password); return user; } catch (error) { throw new BadRequestException(); } } // ... } |
To test the above logic in a unit test, we need to avoid making a request to the database.
When we look at our implementation of the AuthenticationService, we can see that it does not connect to the database directly. However, it uses the UsersService under the hood. We can provide a mocked instance of the UsersService that does not use our database.
authentication.service.test.ts
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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 { User } from '@prisma/client'; import * as bcrypt from 'bcrypt'; describe('The AuthenticationService', () => { let userData: User; let authenticationService: AuthenticationService; let password: string; beforeEach(async () => { password = 'strongPassword123'; const hashedPassword = await bcrypt.hash(password, 10); userData = { id: 1, email: 'john@smith.com', name: 'John', password: hashedPassword, addressId: null, }; const module = await Test.createTestingModule({ providers: [ AuthenticationService, { provide: UsersService, useValue: { getByEmail: jest.fn().mockResolved(userData), }, }, ], 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 the getAuthenticatedUser method is called', () => { describe('and a valid email and password are provided', () => { it('should return the new user', async () => { const result = await authenticationService.getAuthenticatedUser( userData.email, password, ); expect(result).toBe(userData); }); }); }); }); |
Above, we provide a mocked version of the UsersService with the getByEmail method that always returns the data of a particular user. By doing that, we can know that our test won’t try to query users from the actual database.
Modifying our mock per test
In the above test, we assume that the getByEmail method returns a valid user. Unfortunately, that’s not always the case:
- when we provide an email of a user that exists in our database, it returns the user,
- if the user with that particular email does not exist, it throws the UserNotFoundException.
Let’s modify our mock before each test to cover both of the above cases.
authentication.service.test.ts
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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 { User } from '@prisma/client'; import * as bcrypt from 'bcrypt'; import { UserNotFoundException } from '../users/exceptions/userNotFound.exception'; import { BadRequestException } from '@nestjs/common'; describe('The AuthenticationService', () => { let authenticationService: AuthenticationService; let password: string; let getByEmailMock: jest.Mock; beforeEach(async () => { getByEmailMock = jest.fn(); const module = await Test.createTestingModule({ providers: [ AuthenticationService, { provide: UsersService, useValue: { getByEmail: getByEmailMock, }, }, ], 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 the getAuthenticatedUser method is called', () => { describe('and a valid email and password are provided', () => { let userData: User; beforeEach(async () => { password = 'strongPassword123'; const hashedPassword = await bcrypt.hash(password, 10); userData = { id: 1, email: 'john@smith.com', name: 'John', password: hashedPassword, addressId: null, }; getByEmailMock.mockResolvedValue(userData); // 👈 }); it('should return the new user', async () => { const result = await authenticationService.getAuthenticatedUser( userData.email, password, ); expect(result).toBe(userData); }); }); describe('and an invalid email is provided', () => { beforeEach(() => { getByEmailMock.mockRejectedValue(new UserNotFoundException()); // 👈 }); it('should throw the BadRequestException', () => { return expect(async () => { await authenticationService.getAuthenticatedUser( 'john@smith.com', password, ); }).rejects.toThrow(BadRequestException); }); }); }); }); |
The AuthenticationService
when the getAuthenticatedUser method is called
and a valid email and password are provided
✓ should return the new user (106 ms)
and an invalid email is provided
✓ should throw the BadRequestException (10 ms)
The essential thing to notice above is that we are not testing the UsersService itself. Focusing on a single class or a function is the essence of writing unit tests. We don’t check how classes work together but make sure they work as expected in isolation.
Mocking Prisma
So far, we’ve been able to avoid using our real database by mocking the UsersService. However, we should also test the UsersService class. Let’s take a quick look at the getByEmail method.
users.service.ts
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import { Injectable } from '@nestjs/common'; import { PrismaService } from '../prisma/prisma.service'; import { UserNotFoundException } from './exceptions/userNotFound.exception'; @Injectable() export class UsersService { constructor(private readonly prismaService: PrismaService) {} async getByEmail(email: string) { const user = await this.prismaService.user.findUnique({ where: { email, }, }); if (!user) { throw new UserNotFoundException(); } return user; } // ... } |
There are two major cases above:
- if the findUnique method returns the user, getByEmail should return it too,
- if the findUnique method does not return the user, getByEmail should throw an error.
In order to test all of that, we need to mock the PrismaService.
authentication.service.test.ts
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import { UsersService } from './users.service'; import { PrismaService } from '../prisma/prisma.service'; import { User } from '@prisma/client'; import { Test } from '@nestjs/testing'; import { UserNotFoundException } from './exceptions/userNotFound.exception'; describe('The UsersService', () => { let usersService: UsersService; let findUniqueMock: jest.Mock; beforeEach(async () => { findUniqueMock = jest.fn(); const module = await Test.createTestingModule({ providers: [ UsersService, { provide: PrismaService, useValue: { user: { findUnique: findUniqueMock, }, }, }, ], }).compile(); usersService = await module.get(UsersService); }); describe('when the getByEmail function is called', () => { describe('and the findUnique method returns the user', () => { let user: User; beforeEach(() => { user = { id: 1, email: 'john@smith.com', name: 'John', password: 'strongPassword123', addressId: null, }; findUniqueMock.mockResolvedValue(user); }); it('should return the user', async () => { const result = await usersService.getByEmail(user.email); expect(result).toBe(user); }); }); describe('and the findUnique method does not return the user', () => { beforeEach(() => { findUniqueMock.mockResolvedValue(undefined); }); it('should throw the UserNotFoundException', async () => { return expect(async () => { await usersService.getByEmail('john@smith.com'); }).rejects.toThrow(UserNotFoundException); }); }); }); }); |
Summary
In this article, we’ve learned about writing unit tests with NestJS. As an example, we’ve used services that use Prisma to connect to our database. While we don’t always have to mock Prisma to avoid connecting to the actual database, we definitely need to know how to do that. There is still more to learn when it comes to testing with Prisma and NestJS, so stay tuned!