49th edition of GeekNight Hyderabad

1. Testing Strategies in
Microservices
Shireesha Bongarala, Chandan Kumar

2. Topics
● Microservices vs Monolith
● Microservices testing
● Testing in general

3. What this talk is NOT about
● Security Testing
● Performance Testing
● Monitoring/ Alerting

4. Source: https://hackernoon.com/microservices-are-hard-an-invaluable-guide-to-microservices-2d06bd7bcf5d

5. A monolith is...
● ...an architecture style
● ...a way that your code
and business logic is
structured
● ...usually a single code-
base
● ...usually you can deploy
everything or nothing
Image source: https://www.slashroot.in/difference-between-monolithic-and-microservices-based-architecture

6. Monoliths pros/cons
● Calls are inter-process
● Simple development
● Simple testing
● Simple deployments
● Simple infrastructure
● Lack of domain boundaries
● Single technology stack
● Difficult to change
● Slow build/test times
● Slow QA process

7. Where monoliths break down
● Large development teams (>20 devs)
● Lack of developer discipline
● Each change means that you need a full QA
● Bugs/issues break everything
● Rollbacks cause a bottleneck
● Hard to upkeep a good internal architecture

8. Signs of a good monolith
● Strong, comprehensive, and quick test suite
● Requires no/minimal manual QA
● Can be deployed many times a day
● Internally structures code into modules
○ Domain Driven Design

9. A microservice is...
● ...small enough
● ...not too large
● ...a single domain
● ...can be deployed on its
own
● ...owns its own data
Image source: https://spring.io/blog/2015/07/14/microservices-with-spring

10. Microservice pros/cons
● Clear boundaries
● Smaller teams
● Deploy in isolation
● Diverse technologies
● Scalable
● Complex infrastructure
● Network calls
● Distributed systems
● Difficult integration testing
● Difficult cross-domain changes
● Difficult local development

11. Why testing microservices is different
● A lot of integrations to test, usually a lot of mocking
● Contract failure may not show up until UI tests
● Fewer tests for implementation detail
● Test setup on local machine is complex

12. Internals of a
microservice
Source: https://martinfowler.com/articles/microservice-testing/

13. Connections in
a microservice
Source: https://martinfowler.com/articles/microservice-testing/

14. Our recommendation
● Unit tests
○ Pit mutation tests
○ Property tests
● Integration tests
● Components tests
● Contract tests
● End to end tests
● Exploratory tests

15. Unit Tests
● Test the smallest unit of code
● Have good code coverage. How about 95%?
● Have strong assertions (avoid ‘any’)
● Use mutation tests

16. Source: https://me.me/i/when-you-delete-a-block-of-code-that-you-thought-13161105

17. Property Based Tests
Generating tests so you don’t have to!

19. Testing
Interactions
Source: https://martinfowler.com/articles/microservice-testing/

20. Microservice
datastore
Change configurations for
connecting to the test datastore
Integration Tests: Testing Repositories

21. Integration Tests: Testing Repositories
Source: https://www.testcontainers.org/test_framework_integration/junit_5/

22. Link: https://github.com/wix/wix-embedded-mysql

23. Microservice
(Order Service)
Mock Server
(Product service)
Change configuration to
connect to a mock server
Integration Tests: Testing External Services

24. Testing API Clients with Mock server
Source: http://wiremock.org/docs/getting-started/

25. Component Tests
Out of the process component tests, exercise the fully deployed artifact.
This can be achieved with the help of docker containers

26. Microservice
(Order service)
Database
(MySQL)
Mock server
(Inventory service)
Test Runner
Component Test

28. Contract Tests
● To verify that the contract meets the expectation by
a consuming test
● Consumer-driven contract tests

29. Source: https://martinfowler.com/articles/microservice-testing/

30. Source: https://medium.com/postman-engineering/consumer-driven-contract-testing-using-postman-f3580dba5370

31. Source: https://docs.pact.io/how_pact_works

32. End to end tests
Source:
https://martinfowler.com/articles/microservice-
testing/

33. End to end tests
1. Not too many
2. Test happy paths
3. Focus on personas and user journeys

34. Test Pyramid
Source: https://martinfowler.com/articles/microservice-testing/

35. A bit of advice
1. Have strong assertions
2. Keep the configuration close to production as possible
a. Use the same application.yml for testing and production and
override only where necessary
3. Keep the environment close to production as possible
a. Move from HSQL to MySQL db if your prod db is MySQL
4. The artifact is not the jar, but the docker image in microservices world

36. Tools/Technologies at different levels
Unit tests: Junit5, Assertions on AssertJ
Integration tests: Cucumber, Docker containers
End to end tests: TestRail, Cucumber
Contract tests: Pact

37. References
https://martinfowler.com/articles/microservice-testing/
https://labs.spotify.com/2015/06/25/rapid-check/
https://labs.spotify.com/2018/01/11/testing-of-microservices/
https://docs.pact.io/best_practices/consumer/contract_tests_not_functional_tests
https://reflectoring.io/7-reasons-for-consumer-driven-contracts/
https://github.com/DiUS/pact-jvm/issues/327
https://www.mabl.com/blog/understanding-contract-testing-microservices-mabl
https://bitbucket.org/atlassian/swagger-request-validator