Workflow testing

[mickahell]

Testing the final workflow with bunch of data and comparing with classical ML

EPIC #5

[cfilleke]

We need to plan for:

• [x] unit tests (choice of test technology/methodology)
• [x] CI/CD setup for unit test per PR?
• [x] integration tests (for moving parts of the runtime)
• [ ] accuracy tests (eg. ML training + validation vs. classification & regression accuracy on test data set)
• [ ] performance metrics, reporting & storage

Each of these test activities will need to be a separate issue

[mickahell]

@cfilleke :)

indeed, we have to make the choice of the codebase organization and tests protocol before starting to code. I suggest we organize our code to fill compliance with Qiskit Ecosystem. Means :

• tox to control execution, code style, ...
• GitHub Actions for automation
• python unittest lib for tests
• pylint for style
• black for syntax

[mickahell]

I'll create another issue for organizing the entire codebase. And add everything on it.

But what do you mean by these ?

• [ ] accuracy tests (eg. ML training + validation vs. classification & regression accuracy on test data set)
• [ ] performance metrics, reporting & storage