[GSK-2135] Show warning if dependencies or python versions are mismatched

[Inokinoki]

Description

Related Issue

Type of Change

• 📚 Examples / docs / tutorials / dependencies update
• 🔧 Bug fix (non-breaking change which fixes an issue)
• 🥂 Improvement (non-breaking change which improves an existing feature)
• 🚀 New feature (non-breaking change which adds functionality)
• 💥 Breaking change (fix or feature that would cause existing functionality to change)
• 🔐 Security fix

Checklist

• I've read the CODE_OF_CONDUCT.md document.
• I've read the CONTRIBUTING.md guide.
• I've updated the code style using make codestyle.
• I've written tests for all new methods and classes that I created.
• I've written the docstring in Google format for all the methods and classes that I used.

[linear]

GSK-2135 Show warning if dependencies or Python versions are mismatched

We are facing failed unpickle issue due to version mismatch of either versions of dependencies:

  File "/Users/matteo/Code/giskard/giskard/ml_worker/testing/registry/giskard_test.py", line 77, in load
    func = pickle.load(f)
           ^^^^^^^^^^^^^^
  File "pydantic/main.py", line 417, in pydantic.main.BaseModel.__setstate__
KeyError: '__fields_set__'

or versions of Python:

image.png

Regarding that users should have the right to upgrade everything, we should notice them in that case.

[kevinmessiaen]

LGTM but we should leverage the Python version in meta to give more insight to the user when raising the exception

[sonarqubecloud]

Kudos, SonarCloud Quality Gate passed!   

0 Bugs
0 Vulnerabilities
0 Security Hotspots
0 Code Smells

81.0% Coverage
0.0% Duplication