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AI Driven - Test Generation for Microservices

Quality Gate Status Bugs Code Smells Duplicated Lines (%)

  • SpringBoot - 3.4.1
  • Spring Security - 6.4.2
  • Jakarta EE - 10
  • Java - 21+
  • Open API Swagger Docs - 2.7.0
  • Google Gson - 2.11.0

Thorough automation in application testing is crucial for guaranteeing the dependability and optimal performance of cloud-native applications, particularly when prioritizing a rapid time-to-market approach through Continuous Deployment.

The approach includes unit testing, integration testing, contract testing, and end-to-end testing.

  • Unit testing: A unit test exercises the smallest piece of testable software in the application to determine whether it behaves as expected.
  • Component Testing: A component test limits the scope of the exercised software to a portion of the system under test, manipulating the system through internal code interfaces and using test doubles to isolate the code under test from other components.
  • Contract testing, facilitated by tools like Pact, ensures that services adhere to the agreed-upon API contracts.
  • Integration testing: An Integration Contract test is a test at the boundary of an external service verifying that it meets the contract expected by a consuming service.
  • End-to-end testing: An end-to-end test verifies that a system meets external requirements and achieves its goals, testing the entire system from end to end.

Microservices Testing Frameworks

Testing Categories for Microservices

Microservices Testing Categories

Testing Category Tools
0 Testing Platforms Junit, Spock, TestNG
1 Unit Testing Junit, Spock, TestNG
2 Component Testing SpringBoot, Cucumber, RestAssured, Mockito
3 Integration Contract Testing SpringBoot, Mockito, WireMock, Pact
4 Integration Testing SpringBoot, WireMock
5 UI Testing / E2E Testing Selenium + Cucumber

To Run the SpringBoot Application

Setup the Env Variable for Decrypting the Password Key

Run the follwing command line option

$ source encrypt your-db-password your-encrypton-key

Passowrd-Gen

Your encryption key will be set in the following Environment variable. SpringBoot Will automatically pickup the encryption key from this environment variable.

JASYPT_ENCRYPTOR_PASSWORD=your-encrypton-key

Update the property file in the local file

spring.datasource.password=ENC(kkthRIyJ7ogLJP8PThfXjqko33snTUa9lY1GkyFpzr7KFRVhRVXLOMwNSIzr4EjFGAOWLhWTH5cAWzRzAfs33g==)

AND the property template in src/main/resources/app.props.tmpl

spring.datasource.password=ENC(kkthRIyJ7ogLJP8PThfXjqko33snTUa9lY1GkyFpzr7KFRVhRVXLOMwNSIzr4EjFGAOWLhWTH5cAWzRzAfs33g==)

You can use the following REST Endpoint to encrypt the sensitive data. This will work only after setting the environment variable JASYPT_ENCRYPTOR_PASSWORD and creating the first DB password using the command line options. Passowrd-REST

1. Junit (5.10.2) - 134 Test Cases

1 Testing Framework Version Test Cases
1.1 JUnit 5 5.10.2 62
1.2 SpringBootTest 3 3.3.4 01
1.3 RestAssured 5 5.4.0 29
1.4 Mockito 5 5.12.0 21
1.5 WireMock 3 3.6.0 12
1.6 Cucumber 7 7.18.0 03
1.7 Selenium 4 4.12.0 02
1.8 Pact 4 4.0.10 03

2. Spring Spock (2.4.0) - 45 Test Cases

2 Testing Framework Version Test Cases
2.1 Spock 2 2.4.0 21
2.2 SpringBootTest 3 3.3.4 02
2.3 RestAssured 5 5.4.0 08
2.4 Mockito 5 5.12.0 02
2.5 WireMock 3 3.6.0 07
2.6 Cucumber 7 7.18.0 03
2.7 Selenium 4 4.12.0 02
2.8 Pact 4 4.0.10 00

3. TestNG (7.10.2) - 35 Test Cases

3 Testing Framework Version Test Cases
3.1 TestNG 7 7.10.2 18
3.2 SpringBootTest 3 3.3.4 02
3.3 RestAssured 5 5.4.0 05
3.4 Mockito 5 5.12.0 02
3.5 WireMock 3 3.6.0 03
3.6 Cucumber 7 7.18.0 03
3.7 Selenium 4 4.12.0 02
3.8 Pact NA No Support

4. Assertions Libraries

4 Testing Framework Version
4.1 Hamcrest 2 2.2.0
4.2 Google Truth 1.0.1
4.3 AssertJ 3 3.26.3

5. Other Utilities

5 Other Libraries Version
5.1 Apache Commons 3.17.0
5.2 Apache Http Client 5.4.1
5.3 Apache Http Core 5.3.1
5.2 Google GSON 2.8.7
5.3 Google Guava 33.3.1.1-jre
5.4 Faster XML 2.18.0

6. Logging Framework

6 Logging Libraries Version
6.1 SL4J 2.0.16
6.2 Logback 1.5.8
6.3 Log stash 8.0

7. Swagger Documentation

7 Open API Libraries Version
7.1 Open API Webmvc 2.6.0
7.2 Open API Common 1.8.0

Order Microservice is part of an eCommerce Application. The objective of selecting this Microservice is to demonstrate various testing frameworks. As Order is a complex service with internal (Ex. Inventory, Warhouse, Shipping etc) and external (Payment) service integration and it has all the requirements to use various testing frameworks. The objective is to demonstrate various testing frameworks.

Order Service REST Endpoints are documented using Open API v3. You can access the API's using http://localhost:9081/test-service/api/v1/swagger-ui.html

MS-Test-Quick-Start-1 based on Open API v3

MS-Test-Quick-Start-2 based on Open API v3

Other Services

  1. Payment External Service
  2. Shipping Service
  3. Inventory Service
  4. Warehouse Service

Currently Order Service has a Mock Implementation of these services.

Now let us focus on Microservices Testing Strategies.

Microservice Testing Strategies

The following Test Categories helps you to automate the testing for Microservices based development resulting in ZERO End-2-End Testing.

All the tests will be fully automated as part of your CI/CD pipeline.

Dependencies

  • Spring Boot 3 (3.3.4)
  • Maven SureFire Plugin 2 (3.0.0-M7)

Testing Frameworks

Microservices Testing Frameworks

Copyright (c) 2021-25, Apache 2.0 License, Author: Araf Karsh Hamid