Python Development Workflow for Humans.
Pipenv — the officially recommended Python packaging tool from Python.org, free (as in freedom).
Pipenv is a tool that aims to bring the best of all packaging worlds (bundler, composer, npm, cargo, yarn, etc.) to the Python world. Windows is a first–class citizen, in our world.
It automatically creates and manages a virtualenv for your projects, as well as adds/removes packages from your Pipfile as you install/uninstall packages. It also generates the ever–important Pipfile.lock, which is used to produce deterministic builds.
The problems that Pipenv seeks to solve are multi-faceted:
- You no longer need to use pip and virtualenv separately. They work together.
- Managing a requirements.txt file can be problematic, so Pipenv uses the upcoming Pipfile and Pipfile.lock instead, which is superior for basic use cases.
- Hashes are used everywhere, always. Security. Automatically expose security vulnerabilities.
- Give you insight into your dependency graph (e.g. $ pipenv graph).
- Streamline development workflow by loading .env files.
If you’re on MacOS, use can install Pipenv easily with Homebrew:
$ brew install pipenv
Otherwise, just use pip:
$ pip install pipenv
☤ User Testimonials
- Jannis Leidel, former pip maintainer—
- Pipenv is the porcelain I always wanted to build for pip. It fits my brain and mostly replaces virtualenvwrapper and manual pip calls for me. Use it.
- Justin Myles Holmes—
- Pipenv is finally an abstraction meant to engage the mind instead of merely the filesystem.
- Isaac Sanders—
- Pipenv is literally the best thing about my day today. Thanks, Kenneth!
- Enables truly deterministic builds, while easily specifying only what you want.
- Generates and checks file hashes for locked dependencies.
- Automatically install required Pythons, if pyenv is available.
- Automatically finds your project home, recursively, by looking for a Pipfile.
- Automatically generates a Pipfile, if one doesn’t exist.
- Automatically creates a virtualenv in a standard location.
- Automatically adds/removes packages to a Pipfile when they are un/installed.
- Automatically loads .env files, if they exist.
The main commands are install, uninstall, and lock, which generates a Pipfile.lock. These are intended to replace $ pip install usage, as well as manual virtualenv management (to activate a virtualenv, run $ pipenv shell).
- A virtualenv will automatically be created, when one doesn’t exist.
- When no parameters are passed to install, all packages [packages] specified will be installed.
- To initialize a Python 3 virtual environment, run $ pipenv --three.
- To initialize a Python 2 virtual environment, run $ pipenv --two.
- Otherwise, whatever virtualenv defaults to will be the default.
- shell will spawn a shell with the virtualenv activated.
- run will run a given command from the virtualenv, with any arguments forwarded (e.g. $ pipenv run python).
- check asserts that PEP 508 requirements are being met by the current environment.
- graph will print a pretty graph of all your installed dependencies.
For example, with fish, put this in your ~/.config/fish/completions/pipenv.fish:
eval (pipenv --completion)
Alternatively, with bash, put this in your .bashrc or .bash_profile:
eval "$(pipenv --completion)"
Magic shell completions are now enabled! There is also a fish plugin, which will automatically activate your subshells for you!
Fish is the best shell. You should use it.
$ pipenv Usage: pipenv [OPTIONS] COMMAND [ARGS]... Options: --update Update Pipenv & pip to latest. --where Output project home information. --venv Output virtualenv information. --py Output Python interpreter information. --envs Output Environment Variable options. --rm Remove the virtualenv. --bare Minimal output. --completion Output completion (to be eval'd). --man Display manpage. --three / --two Use Python 3/2 when creating virtualenv. --python TEXT Specify which version of Python virtualenv should use. --site-packages Enable site-packages for the virtualenv. --version Show the version and exit. -h, --help Show this message and exit. Usage Examples: Create a new project using Python 3.6, specifically: $ pipenv --python 3.6 Install all dependencies for a project (including dev): $ pipenv install --dev Create a lockfile containing pre-releases: $ pipenv lock --pre Show a graph of your installed dependencies: $ pipenv graph Check your installed dependencies for security vulnerabilities: $ pipenv check Install a local setup.py into your virtual environment/Pipfile: $ pipenv install -e . Use a lower-level pip command: $ pipenv run pip freeze Commands: check Checks for security vulnerabilities and against PEP 508 markers provided in Pipfile. clean Uninstalls all packages not specified in Pipfile.lock. graph Displays currently–installed dependency graph information. install Installs provided packages and adds them to Pipfile, or (if none is given), installs all packages. lock Generates Pipfile.lock. open View a given module in your editor. run Spawns a command installed into the virtualenv. shell Spawns a shell within the virtualenv. sync Installs all packages specified in Pipfile.lock. uninstall Un-installs a provided package and removes it from Pipfile.
Locate the project:
$ pipenv --where /Users/kennethreitz/Library/Mobile Documents/com~apple~CloudDocs/repos/kr/pipenv/test
Locate the virtualenv:
$ pipenv --venv /Users/kennethreitz/.local/share/virtualenvs/test-Skyy4vre
Locate the Python interpreter:
$ pipenv --py /Users/kennethreitz/.local/share/virtualenvs/test-Skyy4vre/bin/python
$ pipenv install Creating a virtualenv for this project... ... No package provided, installing all dependencies. Virtualenv location: /Users/kennethreitz/.local/share/virtualenvs/test-EJkjoYts Installing dependencies from Pipfile.lock... ... To activate this project's virtualenv, run the following: $ pipenv shell
Install a dev dependency:
$ pipenv install pytest --dev Installing pytest... ... Adding pytest to Pipfile's [dev-packages]...
Show a dependency graph:
$ pipenv graph requests==2.18.4 - certifi [required: >=2017.4.17, installed: 2017.7.27.1] - chardet [required: >=3.0.2,<3.1.0, installed: 3.0.4] - idna [required: >=2.5,<2.7, installed: 2.6] - urllib3 [required: <1.23,>=1.21.1, installed: 1.22]
Generate a lockfile:
$ pipenv lock Assuring all dependencies from Pipfile are installed... Locking [dev-packages] dependencies... Locking [packages] dependencies... Note: your project now has only default [packages] installed. To install [dev-packages], run: $ pipenv install --dev
Install all dev dependencies:
$ pipenv install --dev Pipfile found at /Users/kennethreitz/repos/kr/pip2/test/Pipfile. Considering this to be the project home. Pipfile.lock out of date, updating... Assuring all dependencies from Pipfile are installed... Locking [dev-packages] dependencies... Locking [packages] dependencies...
$ pipenv uninstall --all No package provided, un-installing all dependencies. Found 25 installed package(s), purging... ... Environment now purged and fresh!
Use the shell:
$ pipenv shell Loading .env environment variables… Launching subshell in virtual environment. Type 'exit' or 'Ctrl+D' to return. $ ▯
Documentation resides over at pipenv.org.
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