使用 Python 的 AWS Lambda 集成测试的代码覆盖率报告

Question

I have written integration tests for lambdas that hit the dev site (in AWS). The tests are working fine. Tests are written in a separate project that uses a request object to hit the endpoint to validate the result.

Currently, I am running all the tests from my local. Lambdas are deployed using a separate Jenkins job.

However, I need to generate a code coverage report for these tests. I am not sure how I can generate the code coverage report as I am directly hitting the dev URL from my local. I am using Python 3.8.

All the lambdas have lambda layers which provide a database connection and some other common business logic.

Thanks in advance.

Answer 1

Code coverage is probably not the right metric for integration tests. As far as I can tell you use integration tests to test your requirements/use cases/user stories.

Imagine you have an application with a shopping cart feature. A user has 10 items in that shopping cart and now deletes one of those items. Your integration test would make sure that after this operation only (the correct) 9 items are left in the shopping cart.

For this kind of testing it is not relevant which/how much code was run. It is more like a black box test. You want to know that for a given "action" the correct "state" is created.

Code coverage is usually something you use with unit tests. For integration tests I think you want to know how many of your requirements/use cases/user stories are covered.