SampleSupervisor

[rabii-chaarani]

Description

• This is the new SampleSupervisor class, it handles all storage and processing operations within Project() and outside of it. The class allow simple calls to get samples for any calculations.
• Various tests are added in this PR for SampleSupervisor, the class passes all tests and works fine, if you have any other test cases to propose, please let me know.
• It is expected that as we are adding more features over time, I will rewrite the SampleSupervisor in the future to use graphs to process the necessary computations in the correct order.

Fixes #(issue)

Type of change

• [ ] Documentation update
• [ ] Bug fix (non-breaking change which fixes an issue)
• [ ] New feature (non-breaking change which adds functionality)
• [X] Breaking change (fix or feature that would cause existing functionality to not work as expected)
• [ ] Test improvement

How Has This Been Tested?

All tests performed are included in tests/sample_storage/test_sample_storage.py

Checklist:

• [X] This branch is up-to-date with master
• [X] All gh-action checks are passing
• [X] I have performed a self-review of my own code
• [X] My code follows the style guidelines of this project
• [X] I have commented my code, particularly in hard-to-understand areas
• [ ] I have made corresponding changes to the documentation
• [X] I have added tests that prove my fix is effective or that my feature works
• [X] My tests run with pytest from the map2loop folder
• [X] New and existing tests pass locally with my changes

Checklist continued (if PR includes changes to documentation)

• [ ] I have built the documentation locally with make.bat
• [ ] I have built this documentation in docker, following the docker configuration in map2loop/docs
• [ ] I have checked my spelling and grammar

[rabii-chaarani]

Rebasing did not solve the problem of having too many file changes. I will start over in another branch!