[ENH] V1 → V2 API Migration - estimation procedures

[EmanAbdelhaleem]

Fixes #1622
Depends on #1576
Related to: #1575

Details

This PR implements EstimationProcedures resource, and refactor its existing functions

[codecov-commenter]

Codecov Report

❌ Patch coverage is 48.09028% with 299 lines in your changes missing coverage. Please review.
✅ Project coverage is 52.24%. Comparing base (99928f8) to head (f8c4791).
⚠️ Report is 2 commits behind head on main.

Files with missing lines	Patch %	Lines
openml/_api/clients/http.py	40.10%	112 Missing ⚠️
openml/_api/resources/base/versions.py	24.13%	66 Missing ⚠️
openml/_api/resources/tasks.py	21.27%	37 Missing ⚠️
openml/_api/resources/base/fallback.py	24.32%	28 Missing ⚠️
openml/_api/resources/estimation_procedures.py	54.00%	23 Missing ⚠️
openml/testing.py	48.71%	20 Missing ⚠️
openml/_api/runtime/core.py	83.33%	5 Missing ⚠️
openml/_api/resources/base/base.py	86.20%	4 Missing ⚠️
openml/_api/resources/datasets.py	77.77%	2 Missing ⚠️
openml/_api/__init__.py	75.00%	1 Missing ⚠️
... and 1 more

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #1604      +/-   ##
==========================================
- Coverage   52.75%   52.24%   -0.52%     
==========================================
  Files          36       50      +14     
  Lines        4333     4881     +548     
==========================================
+ Hits         2286     2550     +264     
- Misses       2047     2331     +284     

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[geetu040]

This looks great. The implementation is clean and nicely decoupled. The next step should be adding tests, but let's wait until we have a clearer roadmap for that.
Also, please update the PR description to follow this format:

Fixes #...
Depends on #1576
Related to #1575

[geetu040]

Can you please take a look at the function _get_estimation_procedure_list in tasks/functions and see if it can also be replaced via the list method or a new method in EstimationProcedures class?

[EmanAbdelhaleem]

@geetu040 I get this assertion error for the matching test:

>       assert output_v1 == output_v2
E       AssertionError: assert ['10-fold Cro...out set', ...] == ['10-fold Cro...out set', ...]
E
E         At index 28 diff: '3-fold Crossvalidation' != '10-fold Crossvalidation'
E         Right contains 3 more items, first extra item: '10% Holdout set'
E         Use -v to get more diff

tests\test_api\test_estimation_procedures.py:107: AssertionError

When trying to check the 2 endpoints, there is really a difference in the returned response, the json response has 3 more estimation procedures.