- 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
- 169. API with NestJS #169. Unique IDs with UUIDs using Drizzle ORM and PostgreSQL
- 170. API with NestJS #170. Polymorphic associations with PostgreSQL and Drizzle ORM
- 171. API with NestJS #171. Recursive relationships with Drizzle ORM and PostgreSQL
- 172. API with NestJS #172. Database normalization with Drizzle ORM and PostgreSQL
- 173. API with NestJS #173. Storing money with Drizzle ORM and PostgreSQL
- 174. API with NestJS #174. Multiple PostgreSQL schemas with Drizzle ORM
Unit tests play a significant role in ensuring the reliability of our NestJS application. In this article, we’ll explain the concept behind unit testing and learn how to apply it to a NestJS application with the Drizzle ORM.
Introduction to unit tests
Unit tests allow us to verify that individual parts of our codebase function as expected on their own.
NestJS is configured to handle tests using the Jest framework out of the box. When we run the npm run test command, Jest finds files that follow a specific naming pattern. By default, NestJS is set up to look for files that end with .spec.ts. Alternatively, we can configure it to handle files that end with .test.ts. To do that, we need to adjust the package.json file.
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{ // ... "jest": { "testRegex": ".*\\.(spec|test)\\.ts$", // ... } } |
Thanks to the above regular expression, Jest will pick up files that end with eiter .spec.ts or .test.ts.
Writing our first unit test
Let’s take a look at the getCookieForLogOut function in our AuthenticationService.
authentication.service.ts
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import { Injectable } from '@nestjs/common'; @Injectable() export class AuthenticationService { getCookieForLogOut() { return `Authentication=; HttpOnly; Path=/; Max-Age=0`; } // ... } |
Let’s write a test ensuring our method returns a valid string.
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 { DrizzleService } from '../database/drizzle.service'; import { Pool } from 'pg'; describe('The AuthenticationService', () => { let authenticationService: AuthenticationService; beforeEach(() => { const configService = new ConfigService(); authenticationService = new AuthenticationService( new UsersService( new DrizzleService( new Pool({ 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'), }), ), ), 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
In our approach above, we call the AuthenticationService constructor manually. Alternatively, we can use the NestJS test utilities to handle that instead. To achieve 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, 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'); }); }); }); |
With this alternative solution, we create a mock of the NestJS runtime. By calling the compile() method, we set up a module with its dependencies similar to how the bootstrap function in our main.ts file works.
Avoiding a real database
It’s crucial to notice that our DatabaseModule connects to a real PostgreSQL database. If our database has any issues, our tests could fail. We don’t want that because unit tests should be independent and reliable.
One way of solving this problem is to recognize that it’s the UsersService class that uses the database under the hood. If we use a mocked version of the UsersService, we no longer need to connect to the 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 { SignUpDto } from './dto/sign-up.dto'; describe('The AuthenticationService', () => { let signUpData: SignUpDto; let authenticationService: AuthenticationService; beforeEach(async () => { signUpData = { email: 'john@smith.com', name: 'John', password: 'strongPassword123', }; const module = await Test.createTestingModule({ providers: [ AuthenticationService, { provide: UsersService, useValue: { create: jest.fn().mockReturnValue(signUpData), }, }, ], imports: [ ConfigModule.forRoot(), JwtModule.register({ secretOrPrivateKey: 'Secret key', }), ], }).compile(); authenticationService = await module.get(AuthenticationService); }); // ... 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.signUp(signUpData); expect(result).toBe(signUpData); }); }); }); }); |
Adjusting the mock for each test
In our test above, we mock the create method in the UsersService to return a valid user each time. However, a particular method can yield various results in different situations. For example, the getByEmail method:
- if we provide a valid email of a user who’s signed up, it returns the user,
- when a user with the provided email does not exist, it throws the NotFoundException.
Let’s create a mock that can cover both cases. To do that, let’s create the getByEmailMock variable and use it in the mocked UsersService.
Then, let’s use getByEmailMock.mockResolvedValue function when we want the getByEmail method to return a value successfully. When we want it to fail, we have to use getByEmailMock.mockRejectedValue.
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 { SignUpDto } from './dto/sign-up.dto'; import * as bcrypt from 'bcrypt'; import { NotFoundException } from '@nestjs/common'; import { InferSelectModel } from 'drizzle-orm'; import { databaseSchema } from '../database/database-schema'; import { WrongCredentialsException } from './wrong-credentials-exception'; describe('The AuthenticationService', () => { let signUpData: SignUpDto; let authenticationService: AuthenticationService; let getByEmailMock: jest.Mock; let password: string; beforeEach(async () => { getByEmailMock = jest.fn(); password = 'strongPassword123'; signUpData = { email: 'john@smith.com', name: 'John', password: 'strongPassword123', }; const module = await Test.createTestingModule({ providers: [ AuthenticationService, { provide: UsersService, useValue: { create: jest.fn().mockReturnValue(signUpData), getByEmail: getByEmailMock, }, }, ], imports: [ ConfigModule.forRoot(), JwtModule.register({ secretOrPrivateKey: 'Secret key', }), ], }).compile(); authenticationService = await module.get(AuthenticationService); }); // ... describe('when the getAuthenticatedUser method is called', () => { describe('and a valid email and password are provided', () => { let userData: InferSelectModel<typeof databaseSchema.users>; beforeEach(async () => { 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({ email: userData.email, password, }); expect(result).toBe(userData); }); }); describe('and an invalid email is provided', () => { beforeEach(() => { getByEmailMock.mockRejectedValue(new NotFoundException()); }); it('should throw the BadRequestException', () => { return expect(async () => { await authenticationService.getAuthenticatedUser({ email: 'john@smith.com', password, }); }).rejects.toThrow(WrongCredentialsException); }); }); }); }); |
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
when the getAuthenticatedUser method is called
and a valid email and password are provided
✓ should return the new user
and an invalid email is provided
✓ should throw the BadRequestException
Focusing on a single class or function is an essential aspect of unit testing. Therefore, we must focus on testing the methods of the AuthenticationService and ensure our tests don’t rely on the code of the UsersService. We must make sure the classes work as expected in isolation instead of checking how they work together.
Mocking the Drizzle ORM
We haven’t yet tested a class that uses the Drizzle ORM directly. Let’s take a look at the getById method in our UsersService.
users.service.ts
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import { Injectable, NotFoundException } from '@nestjs/common'; import { DrizzleService } from '../database/drizzle.service'; import { databaseSchema } from '../database/database-schema'; import { eq } from 'drizzle-orm'; @Injectable() export class UsersService { constructor(private readonly drizzleService: DrizzleService) {} async getById(id: number) { const user = await this.drizzleService.db.query.users.findFirst({ with: { address: true, }, where: eq(databaseSchema.users.id, id), }); if (!user) { throw new NotFoundException(); } return user; } // ... } |
There are two major cases in our getById method:
- if the findFirst method returns the user, the getById should return it too,
- if the findFirst method returns undefined, getById should throw the NotFoundException.
To test both situations, we need to mock the DrizzleService.
users.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 |
import { UsersService } from './users.service'; import { Test } from '@nestjs/testing'; import { NotFoundException } from '@nestjs/common'; import { DrizzleService } from '../database/drizzle.service'; import { InferSelectModel } from 'drizzle-orm'; import { databaseSchema } from '../database/database-schema'; describe('The UsersService', () => { let usersService: UsersService; let findFirstMock: jest.Mock; beforeEach(async () => { findFirstMock = jest.fn(); const module = await Test.createTestingModule({ providers: [ UsersService, { provide: DrizzleService, useValue: { db: { query: { users: { findFirst: findFirstMock, }, }, }, }, }, ], }).compile(); usersService = await module.get(UsersService); }); describe('when the getById function is called', () => { describe('and the findFirst method returns the user', () => { let user: InferSelectModel<typeof databaseSchema.users>; beforeEach(() => { user = { id: 1, email: 'john@smith.com', name: 'John', password: 'strongPassword123', addressId: null, }; findFirstMock.mockResolvedValue(user); }); it('should return the user', async () => { const result = await usersService.getById(user.id); expect(result).toBe(user); }); }); describe('and the findFirst method does not return the user', () => { beforeEach(() => { findFirstMock.mockResolvedValue(undefined); }); it('should throw the NotFoundException', async () => { return expect(async () => { await usersService.getById(1); }).rejects.toThrow(NotFoundException); }); }); }); }); |
Thanks to adjusting the mock for each case using findFirstMock.mockResolvedValue, we can cover both cases.
PASS src/users/users.service.test.ts
The UsersService
when the getById function is called
and the findFirst method returns the user
✓ should return the user
and the findFirst method does not return the user
✓ should throw the NotFoundException
Summary
In this article, we’ve covered the basics of unit testing and how to apply it in a NestJS application. To practice, we’ve used services that use Drizzle ORM under the hood to connect to the database. Since unit tests should not rely on a real database connection, we learned how to mock services, including the Drizzle Service. While this provides a solid foundation for testing a NestJS application with Drizzle ORM, there is still more to learn. Stay tuned!