The process '/home/runner/.local/bin/flake8' failed with exit code 1

The following artifacts were uploaded using a version of actions/upload-artifact that is scheduled for deprecation: "bandit_report.sarif", "flake8_report.sarif". Please update your workflow to use v4 of the artifact actions. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/

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