You have commit messages with errors ⧗ input: - align requirements.txt with pyproject.toml - remove calls to np.string_ not existing in numpy >= 2.0.0 - remove calls to pd._testing.makeMixedDataFrame not existing in new pandas versions - fix install and test commands in documentation for developers - replace np.mean with column-wise version - drop pandas dependency constraint <2 - require Python 3.9 in pyproject.toml - add PySpark 3.5.3 to test pipeline matrix - update test pipeline matrix: exclude Python 3.8, include Python 3.12 ✖ subject may not be empty [subject-empty] ✖ type may not be empty [type-empty] ⚠ body must have leading blank line [body-leading-blank] ✖ found 2 problems, 1 warnings ⓘ Get help: https://github.com/conventional-changelog/commitlint/#what-is-commitlint

ubuntu-latest pipelines will use ubuntu-24.04 soon. For more details, see https://github.com/actions/runner-images/issues/10636