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				| # openpilot development workflow
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| 
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| Aside from the ML models, most tools used for openpilot development are in this repo.
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| 
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| Most development happens on normal Ubuntu workstations, and not in cars or directly on comma devices. See the [setup guide](../tools) for getting your PC setup for openpilot development.
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| 
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| ## Quick start
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| 
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| ```bash
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| # get the latest stuff
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| git pull
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| git lfs pull
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| git submodule update --init --recursive
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| 
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| # update dependencies
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| tools/ubuntu_setup.sh
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| 
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| # build everything
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| scons -j$(nproc)
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| 
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| # build just the ui with either of these
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| scons -j8 selfdrive/ui/
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| cd selfdrive/ui/ && scons -u -j8
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| 
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| # test everything
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| pytest
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| 
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| # test just logging services
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| cd system/loggerd && pytest .
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| 
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| # run the linter
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| pre-commit run --all
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| ```
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| 
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| ## Testing
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| 
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| ### Automated Testing
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| 
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| All PRs and commits are automatically checked by GitHub Actions. Check out `.github/workflows/` for what GitHub Actions runs. Any new tests should be added to GitHub Actions.
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| 
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| ### Code Style and Linting
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| 
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| Code is automatically checked for style by GitHub Actions as part of the automated tests. You can also run these tests yourself by running `pre-commit run --all`.
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| 
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