Chore: the big bump

[nnansters]

This is the one: the big dependency bump!

As Python 3.8 is end-of-life, this release drops the support for it. This allows us to bump a lot of our core dependencies:

numpy = "^2.0"

scipy = "^1.13"

pandas = "^2.2"

scikit-learn = "^1.6"

pyarrow = "^18.1"

This should be a lot less restrictive for people with up-to-date installations.
Working with these versions means we now support Python 3.12 as well!

[codecov]

Codecov Report

Attention: Patch coverage is 40.05236% with 229 lines in your changes missing coverage. Please review.

Project coverage is 74.68%. Comparing base (c6d326e) to head (ded92d2).
Report is 19 commits behind head on main.

Files with missing lines	Patch %	Lines
...performance_estimation/confidence_based/metrics.py	29.72%	104 Missing ⚠️
...e_calculation/metrics/multiclass_classification.py	2.85%	34 Missing ⚠️
...nyml/performance_calculation/metrics/regression.py	56.36%	24 Missing ⚠️
...mance_estimation/direct_loss_estimation/metrics.py	65.07%	22 Missing ⚠️
...mance_calculation/metrics/binary_classification.py	53.33%	21 Missing ⚠️
...rformance_estimation/direct_loss_estimation/dle.py	0.00%	6 Missing ⚠️
nannyml/stats/avg/calculator.py	0.00%	4 Missing ⚠️
nannyml/stats/median/calculator.py	0.00%	4 Missing ⚠️
nannyml/stats/std/calculator.py	0.00%	4 Missing ⚠️
nannyml/stats/sum/calculator.py	0.00%	4 Missing ⚠️
... and 1 more

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #433      +/-   ##
==========================================
- Coverage   74.77%   74.68%   -0.09%     
==========================================
  Files         109      109              
  Lines        9703     9726      +23     
  Branches     1537     1183     -354     
==========================================
+ Hits         7255     7264       +9     
- Misses       1966     1981      +15     
+ Partials      482      481       -1     

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[nnansters]

Finally got round to it. Take a peek at the dependencies in pyproject.toml and see if it covers your needs!

#431
#430
#428
#427
#424

[davisthomas-aily]

Great work! Always nice to see that the package is being maintained.
I've left some comments-I think the pyproject might benefit from a little division of dependencies into main and dev (and additional ones if you really want to clean house) - this keeps it from being too restrictive, as users importing this into their own env will never actually need to actively modify the library.

[canoadri]

Hi all, any updates on this PR?

[nnansters]

Hey all, thanks for the feedback and suggestions (special shout-out to @davisthomas-aily ).

I've been testing and tweaking some stuff so the following (primary) dependencies are now:

numpy = "^2.0" -> numpy = ">=1.23"

scipy = "^1.13" -> scipy = ">=1.9.2"

pandas = "^2.2" -> pandas = ">=1.4"

scikit-learn = "^1.6" -> scikit-learn = ">=1.3"

pyarrow = "^18.1" -> pyarrow = ">=13.0"

As you can see, this should give a lot more freedom to the end user, offering a whole range of versions to use. I've based myself on the scientific Python SPEC0 to determine the range of versions. Python 3.9 is also still supported.

What do you think?

[davisthomas-aily]

Looks great! ❤️

[canoadri]

Hi @nnansters, do we have an ETA on closing this? 🙏

[nnansters]

Hi @nnansters, do we have an ETA on closing this? 🙏

Wanted to give all a chance to chime in, I suppose that's done now!

Will merge now, will try to squeeze in a release tonight!

[davisthomas-aily]

Quick reminder, I think you might need to bump the version in the pyproject

[nnansters]

@davisthomas-aily yup, that's part of the release process!

[davisthomas-aily]

Bad news, I think we missed one 🙃 - #436
Can we add this to this release?