v24.6

[BradyPlanden]

Description

Release v24.6

Issue reference

Fixes # (issue-number)

Review

Before you mark your PR as ready for review, please ensure that you've considered the following:

• Updated the CHANGELOG.md in reverse chronological order (newest at the top) with a concise description of the changes, including the PR number.
• Noted any breaking changes, including details on how it might impact existing functionality.

Type of change

• New Feature: A non-breaking change that adds new functionality.
• Optimization: A code change that improves performance.
• Examples: A change to existing or additional examples.
• Bug Fix: A non-breaking change that addresses an issue.
• Documentation: Updates to documentation or new documentation for new features.
• Refactoring: Non-functional changes that improve the codebase.
• Style: Non-functional changes related to code style (formatting, naming, etc).
• Testing: Additional tests to improve coverage or confirm functionality.
• Other: (Insert description of change)

Key checklist:

• No style issues: $ pre-commit run (or $ nox -s pre-commit) (see CONTRIBUTING.md for how to set this up to run automatically when committing locally, in just two lines of code)
• All unit tests pass: $ nox -s tests
• The documentation builds: $ nox -s doctest

You can run integration tests, unit tests, and doctests together at once, using $ nox -s quick.

Further checks:

• Code is well-commented, especially in complex or unclear areas.
• Added tests that prove my fix is effective or that my feature works.
• Checked that coverage remains or improves, and added tests if necessary to maintain or increase coverage.

Thank you for contributing to our project! Your efforts help us to deliver great software.

[BradyPlanden]

As discussed, the spm_parameterisation.py integration test fails on PyBaMM v23.9, which is acceptable for this release as we will be dropping support once PyBaMM v24.5 is released. Until then, PyBaMM v24.1 is the default pip version.

[NicolaCourtier]

Many thanks @BradyPlanden, @agriyakhetarpal and @brosaplanella for all your contributions to this release!

This looks ready to go (noting the flaky integration tests with the older PyBaMM v23.9 which will soon be dropped).

[codecov]

Codecov Report

Attention: Patch coverage is 98.92328% with 16 lines in your changes missing coverage. Please review.

Project coverage is 97.78%. Comparing base (820cb77) to head (37a12bf).
Report is 1062 commits behind head on main.

Files with missing lines	Patch %	Lines
pybop/optimisers/base_optimiser.py	95.06%	4 Missing ⚠️
pybop/optimisers/base_pints_optimiser.py	98.23%	4 Missing ⚠️
pybop/problems/design_problem.py	88.46%	3 Missing ⚠️
pybop/optimisers/scipy_optimisers.py	98.05%	2 Missing ⚠️
pybop/_dataset.py	85.71%	1 Missing ⚠️
pybop/models/empirical/base_ecm.py	96.66%	1 Missing ⚠️
pybop/problems/fitting_problem.py	97.77%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #395      +/-   ##
==========================================
+ Coverage   95.33%   97.78%   +2.45%     
==========================================
  Files          36       43       +7     
  Lines        1971     2579     +608     
==========================================
+ Hits         1879     2522     +643     
+ Misses         92       57      -35     

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