Format, lint and test only the files that have changed on the current branch.

See also: Test Pilot presentation slides

Test Pilot formats, lints and tests the files that have changed on your current branch compared to main:

$ testpilot
testpilot=> Formatting
testpilot=> Linting
testpilot=> Running unit tests
testpilot=> Printing coverage report
...
Name                                       Stmts   Miss Branch BrPart     Cover   Missing
-----------------------------------------------------------------------------------------
lms/app.py                                    44      0      0      0   100.00%
lms/assets.py                                  8      0      0      0   100.00%
lms/new_file_committed_on_this_branch.py       0      0      0      0   100.00%
lms/new_untracked_file.py                      0      0      0      0   100.00%
tests/unit/lms/app_test.py                    15      0      4      0   100.00%
tests/unit/lms/assets_test.py                  5      0      0      0   100.00%
-----------------------------------------------------------------------------------------
TOTAL                                         72      0      4      0   100.00%
testpilot=> Running functional tests
.

It compares your branch to main and finds:

• New, modified and deleted files
• Committed, staged and untracked changes
• Source, test and functional test files
• If you've modified a source file (e.g. src/foo/bar.py) Test Pilot will find its corresponding unit test file (e.g. tests/unit/foo/bar_test.py) and will run those tests (as well as formatting and linting the test file). This also works the other way round: if you modify a unit test file then its corresponding source file will be formatted and linted.

This is much faster than running make sure and produces much less output, but it'll still catch 99% of problems on your branch. Just run the full make sure once before sending your pull request.

For now, Test Pilot only works with Hypothesis projects. It uses all sorts of knowledge and assumptions about how the Hypothesis development environment works, what formatting, testing and linting tools we use, how we organize our test files, etc. Test Pilot won't work at all with non-Hypothesis projects unless they happen to do everything exactly as our projects do.

By default Test Pilot bypasses tox and runs commands directly. For example it runs .tox/tests/bin/pytest directly instead of tox -e tests. This is faster but it means tox won't install or update the dependencies in the virtualenv for you if they aren't already installed and up to date. Other tox things like setting environment variables etc won't happen either. If it doesn't seem to be working try running testpilot with -t / --tox (alias: -s / --slower) and it'll run all the commands through tox instead:

$ testpilot --tox

After doing this once you can usually go back to running testpilot without -t.

Although testpilot without -t won't keep the dependencies in your virtualenv up to date it will detect if your virtualenv doesn't exist at all and call tox to create it. It'll also detect if the project's version of Python isn't installed and call pyenv to install it:

$ testpilot
testpilot=> Installing Python
Downloading Python-3.8.12.tar.xz...
-> https://www.python.org/ftp/python/3.8.12/Python-3.8.12.tar.xz
Installing Python-3.8.12...
...
Installed Python-3.8.12 to /home/seanh/.pyenv/versions/3.8.12

testpilot=> Formatting
testpilot=> It looks like .tox/format/bin/black doesn't exist, running tox to install it
.tox recreate: /home/seanh/Projects/lms/.tox/.tox
...

You can use -d / --debug to get Test Pilot to print out exactly what commands it's running and a few other details:

$ testpilot --debug
testpilot=> Running git rev-parse --is-inside-work-tree
testpilot=> Project class: <class 'testpilot.app.StandardProject'>
testpilot=> Installing Python
testpilot=> Running bin/install-python
testpilot=> Running git branch --format %(refname:lstrip=-1) -l main master
testpilot=> Project's main branch: 'master'
testpilot=> Running git diff origin/master --name-only
testpilot=> Running git ls-files --others --exclude-standard
testpilot=> Formatting
testpilot=> Running pyenv exec .tox/format/bin/black --quiet lms/app.py lms/assets.py lms/new_file_committed_on_this_branch.py lms/new_untracked_file.py tests/functional/lti_certification/v13/grading/test_assignment_and_grading.py tests/unit/lms/app_test.py tests/unit/lms/assets_test.py
...

See testpilot --help for the rest of the command line options:

$ testpilot --help

We recommend using pipx to install Test Pilot. First install pipx then run:

pipx install testpilot

You now have Test Pilot installed! For some help run:

testpilot --help

To upgrade to the latest version run:

pipx upgrade testpilot

To see what version you have run:

testpilot --version

To uninstall run:

pipx uninstall testpilot

First you'll need to install:

• Git. On Ubuntu: sudo apt install git, on macOS: brew install git.
• GNU Make. This is probably already installed, run make --version to check.
• pyenv. Follow the instructions in pyenv's README to install it. The Homebrew method works best on macOS. The Basic GitHub Checkout method works best on Ubuntu. You don't need to set up pyenv's shell integration ("shims"), you can use pyenv without shims.

Then to set up your development environment:

git clone https://github.com/hypothesis/testpilot.git
cd testpilot
make help

1. First, to get PyPI publishing working you need to go to: https://github.com/organizations/hypothesis/settings/secrets/actions/PYPI_TOKEN and add testpilot to the PYPI_TOKEN secret's selected repositories.

2. Now that the testpilot project has access to the PYPI_TOKEN secret you can release a new version by just creating a new GitHub release. Publishing a new GitHub release will automatically trigger a GitHub Actions workflow that will build the new version of your Python package and upload it to https://pypi.org/project/testpilot/.

To change what versions of Python the project uses:

1. Change the Python versions in the cookiecutter.json file. For example:

   "python_versions": "3.10.4, 3.9.12",

2. Re-run the cookiecutter template:

   make template
   

3. Commit everything to git and send a pull request

To change the production dependencies in the setup.cfg file:

1. Change the dependencies in the .cookiecutter/includes/setuptools/install_requires file. If this file doesn't exist yet create it and add some dependencies to it. For example:

   pyramid
   sqlalchemy
   celery
   

2. Re-run the cookiecutter template:

   make template
   

3. Commit everything to git and send a pull request

To change the project's formatting, linting and test dependencies:

1. Change the dependencies in the .cookiecutter/includes/tox/deps file. If this file doesn't exist yet create it and add some dependencies to it. Use tox's factor-conditional settings to limit which environment(s) each dependency is used in. For example:

   lint: flake8,
   format: autopep8,
   lint,tests: pytest-faker,
   

2. Re-run the cookiecutter template:

   make template
   

3. Commit everything to git and send a pull request