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.. _advanced:
Advanced Usage of Pipenv
========================
.. image:: https://farm4.staticflickr.com/3672/33231486560_bff4124c9a_k_d.jpg
This document covers some of pipenv's more advanced features.
☤ Example Pipfile & Pipfile.lock
--------------------------------
.. _example_files:
Here is a simple example of a ``Pipfile`` and the resulting ``Pipfile.lock``.
Example Pipfile
///////////////
::
[dev-packages]
pytest = "*"
[packages]
requests = "*"
Example Pipfile.lock
////////////////////
::
{
"_meta": {
"hash": {
"sha256": "08e3181df84d04301c9d435357ec9cf43c4a491d79a1ada682cce8936c492f49"
},
"host-environment-markers": {
"implementation_name": "cpython",
"implementation_version": "3.6.2",
"os_name": "posix",
"platform_machine": "x86_64",
"platform_python_implementation": "CPython",
"platform_release": "16.7.0",
"platform_system": "Darwin",
"platform_version": "Darwin Kernel Version 16.7.0: Thu Jun 15 17:36:27 PDT 2017; root:xnu-3789.70.16~2/RELEASE_X86_64",
"python_full_version": "3.6.2",
"python_version": "3.6",
"sys_platform": "darwin"
},
"pipfile-spec": 2,
"requires": {},
"sources": [
{
"url": "https://pypi.python.org/simple",
"verify_ssl": true
}
]
},
"default": {
"certifi": {
"hashes": [
"sha256:54a07c09c586b0e4c619f02a5e94e36619da8e2b053e20f594348c0611803704",
"sha256:40523d2efb60523e113b44602298f0960e900388cf3bb6043f645cf57ea9e3f5"
],
"version": "==2017.7.27.1"
},
"chardet": {
"hashes": [
"sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691",
"sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae"
],
"version": "==3.0.4"
},
"idna": {
"hashes": [
"sha256:8c7309c718f94b3a625cb648ace320157ad16ff131ae0af362c9f21b80ef6ec4",
"sha256:2c6a5de3089009e3da7c5dde64a141dbc8551d5b7f6cf4ed7c2568d0cc520a8f"
],
"version": "==2.6"
},
"requests": {
"hashes": [
"sha256:6a1b267aa90cac58ac3a765d067950e7dbbf75b1da07e895d1f594193a40a38b",
"sha256:9c443e7324ba5b85070c4a818ade28bfabedf16ea10206da1132edaa6dda237e"
],
"version": "==2.18.4"
},
"urllib3": {
"hashes": [
"sha256:06330f386d6e4b195fbfc736b297f58c5a892e4440e54d294d7004e3a9bbea1b",
"sha256:cc44da8e1145637334317feebd728bd869a35285b93cbb4cca2577da7e62db4f"
],
"version": "==1.22"
}
},
"develop": {
"py": {
"version": "==1.4.34"
},
"pytest": {
"version": "==3.2.1"
}
}
}
.. _initialization:
☤ Importing from requirements.txt
---------------------------------
If you only have a ``requirements.txt`` file available when running ``pipenv install``,
pipenv will automatically import the contents of this file and create a ``Pipfile`` for you.
.. _specifying_versions:
☤ Specifying Versions of a Package
----------------------------------
To tell pipenv to install a specific version of a library, the usage is simple::
$ pipenv install requests==2.13.0
This will update your ``Pipfile`` to reflect this requirement, automatically.
☤ Specifying Versions of Python
-------------------------------
To create a new virtualenv, using a specific version of Python you have installed (and
on your ``PATH``), use the ``--python VERSION`` flag, like so:
Use Python 3.6::
$ pipenv --python 3.6
Use Python 2.7::
$ pipenv --python 2.7
When given a Python version, like this, Pipenv will automatically scan your system for a Python that matches that given version.
If a ``Pipfile`` hasn't been created yet, one will be created for you, that looks like this::
[[source]]
url = "https://pypi.python.org/simple"
verify_ssl = true
[dev-packages]
[packages]
[requires]
python_version = "3.6"
Note the inclusion of ``[requires] python_version = "3.6"``. This specifies that your application requires this version
of Python, and will be used automatically when running ``pipenv install`` against this ``Pipfile`` in the future
(e.g. on other machines). If this is not true, feel free to simply remove this section.
If you don't specify a Python version on the commandline, either the ``[requires]`` ``python_version`` will be selected
automatically, or whatever your system's default ``python`` installation is, at time of execution.
☤ Automatic Python Installation
-------------------------------
If you have `pyenv <https://github.com/pyenv/pyenv#simple-python-version-management-pyenv>`_ installed and configured, Pipenv will automatically ask you if you want to install a required version of Python if you don't already have it available.
This is a very fancy feature, and we're very proud of it::
$ cat Pipfile
[[source]]
url = "https://pypi.python.org/simple"
verify_ssl = true
[dev-packages]
[packages]
requests = "*"
[requires]
python_version = "3.6"
$ pipenv install
Warning: Python 3.6 was not found on your system…
Would you like us to install latest CPython 3.6 with pyenv? [Y/n]: y
Installing CPython 3.6.2 with pyenv (this may take a few minutes)…
...
Making Python installation global…
Creating a virtualenv for this project…
Using /Users/kennethreitz/.pyenv/shims/python3 to create virtualenv…
...
No package provided, installing all dependencies.
...
Installing dependencies from Pipfile.lock…
🐍 ❒❒❒❒❒❒❒❒❒❒❒❒❒❒❒❒❒❒❒❒❒❒❒❒❒❒❒❒❒❒❒❒ 5/5 — 00:00:03
To activate this project's virtualenv, run the following:
$ pipenv shell
💫✨🍰✨💫
.. _proper_installation:
☤ Fancy Installation of Pipenv
------------------------------
To install pipenv in a fancy way, we recommend using `pipsi <https://github.com/mitsuhiko/pipsi>`_.
Pipsi is a powerful tool which allows you to install Python scripts into isolated virtual environments.
To install pipsi, first run this::
$ curl https://raw.githubusercontent.com/mitsuhiko/pipsi/master/get-pipsi.py | python
Follow the instructions, you'll have to update your ``PATH``.
Then, simply run::
$ pipsi install pew
$ pipsi install pipenv
To upgrade pipenv at any time::
$ pipsi upgrade pipenv
This will install both ``pipenv`` and ``pew`` (one of our dependencies) in an isolated virtualenv, so it doesn't interfere with the rest of your Python installation!
.. _pragmatic_installation:
☤ Pragmatic Installation of Pipenv
----------------------------------
If you have a working installation of pip, and maintain certain "toolchain" type Python modules as global utilities in your user enviornment, pip `user installs <https://pip.pypa.io/en/stable/user_guide/#user-installs>`_ allow for installation into your home directory. Note that due to interaction between dependencies, you should limit tools installed in this way to basic building blocks for a Python workflow like virtualenv, pipenv, tox, and similar software.
To install::
$ pip install --user pipenv
For more information see the `user installs documentation <https://pip.pypa.io/en/stable/user_guide/#user-installs>`_, but to add the installed cli tools from a pip user install to your path, add the output of::
$ python -c "import site; import os; print(os.path.join(site.USER_BASE, 'bin'))"
To upgrade pipenv at any time::
$ pip install --user --upgrade pipenv
.. _crude_installation:
☤ Crude Installation of Pipenv
------------------------------
If you don't even have pip installed, you can use this crude installation method, which will boostrap your whole system::
$ curl https://raw.githubusercontent.com/kennethreitz/pipenv/master/get-pipenv.py | python
Congratulations, you now have pip and Pipenv installed!
.. _environment_management:
☤ Environment Management with Pipenv
------------------------------------
The three primary commands you'll use in managing your pipenv environment are
``$ pipenv install``, ``$ pipenv uninstall``, and ``$ pipenv lock``.
.. _pipenv_install
$ pipenv install
////////////////
``$ pipenv install`` is used for installing packages into the pipenv virtual environment
and updating your Pipfile.
Along with the basic install command, which takes the form::
$ pipenv install [package names]
The user can provide these additional parameters:
- ``--two`` — Performs the installation in a virtualenv using the system ``python2`` link.
- ``--three`` — Performs the installation in a virtualenv using the system ``python3`` link.
- ``--python`` — Performs the installation in a virtualenv using the provided Python intepreter.
.. warning:: None of the above commands should be used together. They are also
**destructive** and will delete your current virtualenv before replacing
it with an appropriately versioned one.
.. note:: The virtualenv created by Pipenv may be different from what you were expecting.
Dangerous characters (i.e. ``$`!*@"`` as well as space, line feed, carriage return,
and tab) are converted to underscores. Additionally, the full path to the current
folder is encoded into a "slug value" and appended to ensure the virtualenv name
is unique.
- ``--dev`` — Install both ``develop`` and ``default`` packages from ``Pipfile.lock``.
- ``--system`` — Use the system ``pip`` command rather than the one from your virtualenv.
- ``--ignore-pipfile`` — Ignore the ``Pipfile`` and install from the ``Pipfile.lock``.
- ``--skip-lock`` — Ignore the ``Pipfile.lock`` and install from the ``Pipfile``. In addition, do not write out a ``Pipfile.lock`` reflecting changes to the ``Pipfile``.
.. _pipenv_uninstall
$ pipenv uninstall
//////////////////
``$ pipenv uninstall`` supports all of the parameters in `pipenv install <#pipenv-install>`_,
as well as one additonal, ``--all``.
- ``--all`` — This parameter will purge all files from the virtual environment,
but leave the Pipfile untouched.
.. _pipenv_lock
$ pipenv lock
/////////////
``$ pipenv lock`` is used to create a ``Pipfile.lock``, which declares **all** dependencies (and sub-dependencies) of your project, their latest available versions, and the current hashes for the downloaded files. This ensures repeatable, and most importantly *deterministic*, builds.
☤ About Shell Configuration
---------------------------
Shells are typically misconfigured for subshell use, so ``$ pipenv shell`` may produce unexpected results. If this is the case, try ``$ pipenv shell -c``, which uses "compatibility mode", and will attempt to spawn a subshell despite misconfiguration.
A proper shell configuration only sets environment variables like ``PATH`` during a login session, not during every subshell spawn (as they are typically configured to do). In fish, this looks like this::
if status --is-login
set -gx PATH /usr/local/bin $PATH
end
You should do this for your shell too, in your ``~/.profile`` or ``~/.bashrc`` or wherever appropriate.
☤ Configuration With Environment Variables
------------------------------------------
``pipenv`` comes with a handful of options that can be enabled via shell environment
variables. To activate them, simply create the variable in your shell and pipenv
will detect it.
- ``PIPENV_SHELL_COMPAT`` — Always use compatibility mode when invoking ``pipenv shell``.
- ``PIPENV_VENV_IN_PROJECT`` — If set, use ``.venv`` in your project directory
instead of the global virtualenv manager ``pew``.
- ``PIPENV_COLORBLIND`` — Disable terminal colors, for some reason.
- ``PIPENV_NOSPIN`` — Disable terminal spinner, for cleaner logs.
- ``PIPENV_MAX_DEPTH`` — Set to an integer for the maximum number of directories to resursively
search for a Pipfile.
- ``PIPENV_TIMEOUT`` — Set to an integer for the max number of seconds Pipenv will
wait for virtualenv creation to complete. Defaults to 120 seconds.
- ``PIPENV_IGNORE_VIRTUALENVS`` — Set to disable automatically using an activated virtualenv over
the current project's own virtual environment.
Also note that `pip itself supports environment variables <https://pip.pypa.io/en/stable/user_guide/#environment-variables>`_, if you need additional customization.
☤ Custom Virtual Environment Location
-------------------------------------
Pipenv's underlying ``pew`` dependency will automatically honor the ``WORKON_HOME`` environment
variable, if you have it set — so you can tell pipenv to store your virtual environments wherever you want, e.g.::
export WORKON_HOME=~/.venvs
☤ Testing Projects
------------------
While pipenv is still a relatively new project, it's already being used in
projects like `Requests`_. Specifically for transitioning to the new Pipfile
format and running the test suite.
We've currently tested deployments with both `Travis-CI`_ and `tox`_ with success.
Travis CI
/////////
An example Travis CI setup can be found in `Requests`_. The project uses a Makefile to
define common functions such as its ``init`` and ``tests`` commands. Here is
a stripped down example ``.travis.yml``::
language: python
python:
- "2.6"
- "2.7"
- "3.3"
- "3.4"
- "3.5"
- "3.6"
- "3.7dev"
# command to install dependencies
install: "make"
# command to run tests
script:
- make test
and the corresponding Makefile::
init:
pip install pipenv
pipenv install --dev
test:
pipenv run py.test tests
Tox Automation Project
//////////////////////
Alternatively, you can configure a ``tox.ini`` like the one below for both local
and external testing::
[tox]
envlist = flake8-py3, py26, py27, py33, py34, py35, py36, pypy
[testenv]
passenv=HOME
deps = pipenv
commands=
pipenv install --dev
pipenv run py.test tests
[testenv:flake8-py3]
passenv=HOME
basepython = python3.4
commands=
{[testenv]deps}
pipenv install --dev
pipenv run flake8 --version
pipenv run flake8 setup.py docs project test
.. note:: With Pipenv's default configuration, you'll need to use tox's ``passenv`` parameter
to pass your shell's ``HOME`` variable.
.. _Requests: https://github.com/kennethreitz/requests
.. _tox: https://tox.readthedocs.io/en/latest/
.. _Travis-CI: https://travis-ci.org/
☤ Pipfile.lock Security Features
--------------------------------
``Pipfile.lock`` takes advantage of some great new security improvements in ``pip``.
By default, the ``Pipfile.lock`` will be generated with the sha256 hashes of each downloaded
package. This will allow ``pip`` to guarantee you're installing what you intend to when
on a compromised network, or downloading dependencies from an untrusted PyPI endpoint.
We highly recommend approaching deployments with promoting projects from a development
environment into production. You can use ``pipenv lock`` to compile your dependencies on
your development environment and deploy the compiled ``Pipfile.lock`` to all of your
production environments for reproducible builds.
.. note:
If you'd like a ``requirements.txt`` output of the lockfile, run ``$ pipenv lock -r``.
This will include all hashes, however (which is great!). To get a ``requirements.txt``
without hashes, use ``$ pipenv run pip freeze``.
☤ Shell Completion
------------------
Set ``_PIPENV_COMPLETE`` and then source the output of the program.
For example, with ``fish``, put this in your
``~/.config/fish/completions/pipenv.fish``::
eval (env _PIPENV_COMPLETE=source-fish pipenv)
Magic shell completions are now enabled!
✨🍰✨