Feature/with level

[blooop]

Summary by Sourcery

This pull request introduces support for parameter levels in sweeps, adds a new example demonstrating this feature, and updates existing functions and tests to accommodate the new functionality.

• New Features:
  • Introduced a new function p in bencher/variables/inputs.py to create parameter dictionaries with optional max_level.
  • Added a new example example_levels2.py demonstrating the use of with_level for parameter sweeps.
• Enhancements:
  • Modified plot_sweep and convert_vars_to_params functions to support run_cfg and handle parameters with levels.
  • Updated example_custom_sweep2.py to use the new p function for defining input variables.
• Tests:
  • Added a new test test_example_level2 in test_bench_examples.py to validate the example_levels2 functionality.

[sourcery-ai]

Reviewer's Guide by Sourcery

This pull request introduces a new feature to handle parameter levels in the benchmarking process. The changes include modifications to the plot_sweep and convert_vars_to_params methods to support the new functionality, the addition of helper functions, updates to example scripts, and new test cases.

File-Level Changes

Files	Changes
bencher/bencher.py bencher/variables/inputs.py	Enhanced parameter handling to support levels and added helper functions for parameter creation.
bencher/example/example_custom_sweep2.py bencher/example/example_levels2.py test/test_bench_examples.py	Updated examples and tests to demonstrate and validate the new parameter level feature.

[sourcery-ai]

Hey @blooop - I've reviewed your changes and they look great!

Here's what I looked at during the review

• 🟡 General issues: 8 issues found
• 🟢 Security: all looks good
• 🟡 Testing: 1 issue found
• 🟢 Complexity: all looks good

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[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 90.08%. Comparing base (446b014) to head (d215966).

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #399      +/-   ##
==========================================
+ Coverage   90.01%   90.08%   +0.06%     
==========================================
  Files          56       57       +1     
  Lines        3255     3277      +22     
==========================================
+ Hits         2930     2952      +22     
  Misses        325      325              

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