Development Mode (a.k.a. “Editable Installs”)#
When creating a Python project, developers usually want to implement and test changes iteratively, before cutting a release and preparing a distribution archive.
In normal circumstances this can be quite cumbersome and require the developers
to manipulate the
PYTHONPATH environment variable or to continuously re-build
and re-install the project.
To facilitate iterative exploration and experimentation, setuptools allows users to instruct the Python interpreter and its import machinery to load the code under development directly from the project folder without having to copy the files to a different location in the disk. This means that changes in the Python source code can immediately take place without requiring a new installation.
$ cd your-python-project $ python -m venv .venv # Activate your environment with: # `source .venv/bin/activate` on Unix/macOS # or `.venv\Scripts\activate` on Windows $ pip install --editable . # Now you have access to your package # as if it was installed in .venv $ python -c "import your_python_project"
An “editable installation” works very similarly to a regular install with
pip install ., except that it only installs your package dependencies,
metadata and wrappers for console and GUI scripts.
Under the hood, setuptools will try to create a special
in the target directory (usually
site-packages) that extends the
PYTHONPATH or install a custom import hook.
When you’re done with a given development task, you can simply uninstall your
package (as you would normally do with
pip uninstall <package name>).
Please note that, by default an editable install will expose at least all the files that would be available in a regular installation. However, depending on the file and directory organization in your project, it might also expose as a side effect files that would not be normally available. This is allowed so you can iteratively create new Python modules. Please have a look on the following section if you are looking for a different behaviour.
You can think about virtual environments as “isolated Python runtime deployments” that allow users to install different sets of libraries and tools without messing with the global behaviour of the system.
They are a safe way of testing new projects and can be created easily
venv module from the standard library.
Please note however that depending on your operating system or distribution,
venv might not come installed by default with Python. For those cases,
you might need to use the OS package manager to install it.
For example, in Debian/Ubuntu-based systems you can obtain it via:
sudo apt install python3-venv
Alternatively, you can also try installing virtualenv. More information is available on the Python Packaging User Guide on Install packages in a virtual environment using pip and venv.
“Strict” editable installs#
When thinking about editable installations, users might have the following expectations:
It should allow developers to add new files (or split/rename existing ones) and have them automatically exposed.
It should behave as close as possible to a regular installation and help users to detect problems (e.g. new files not being included in the distribution).
Unfortunately these expectations are in conflict with each other.
To solve this problem
setuptools allows developers to choose a more
“strict” mode for the editable installation. This can be done by passing
a special configuration setting via pip, as indicated below:
pip install -e . --config-settings editable_mode=strict
In this mode, new files won’t be exposed and the editable installs will
try to mimic as much as possible the behavior of a regular install.
Under the hood,
setuptools will create a tree of file links in an auxiliary
$your_project_dir/build) and add it to
PYTHONPATH via a
.pth file. (Please be careful to not delete this repository
by mistake otherwise your files may stop being accessible).
Strict editable installs require auxiliary files to be placed in a
build/__editable__.* directory (relative to your project root).
Please be careful to not remove this directory while testing your project, otherwise your editable installation may be compromised.
You can remove the
build/__editable__.* directory after uninstalling.
New in version v64.0.0: Added new strict mode for editable installations. The exact details of how this mode is implemented may vary.
The editable term is used to refer only to Python modules inside the package directories. Non-Python files, external (data) files, executable script files, binary extensions, headers and metadata may be exposed as a snapshot of the version they were at the moment of the installation.
Adding new dependencies, entry-points or changing your project’s metadata require a fresh “editable” re-installation.
Console scripts and GUI scripts MUST be specified via entry-points to work properly.
There is no guarantee that the editable installation will be performed using a specific technique. Depending on each project,
setuptoolsmay select a different approach to ensure the package is importable at runtime.
There is no guarantee that files outside the top-level package directory will be accessible after an editable install.
There is no guarantee that attributes like
__file__will correspond to the exact location of the original files (e.g.,
setuptoolsmight employ file links to perform the editable installation). Users are encouraged to use tools like
importlib.metadatawhen trying to access package files directly.
Support for PEP 420-style implicit namespace packages for projects structured using flat-layout is still experimental. If you experience problems, you can try converting your package structure to the src-layout.
File system entries in the current working directory whose names coincidentally match installed packages may take precedence in Python’s import system. Users are encouraged to avoid such scenarios .
Setuptools will try to give the right precedence to modules in an editable install. However this is not always an easy task. If you have a particular order in
sys.pathor some specific import precedence that needs to be respected, the editable installation as supported by Setuptools might not be able to fulfil this requirement, and therefore it might not be the right tool for your use case.
Editable installs are not a perfect replacement for regular installs in a test environment. When in doubt, please test your projects as installed via a regular wheel. There are tools in the Python ecosystem, like tox or nox, that can help you with that (when used with appropriate configuration).
If your project is not compatible with the new “editable installs” or you wish
to replicate the legacy behavior, for the time being you can also perform the
installation in the
pip install -e . --config-settings editable_mode=compat
This installation mode will try to emulate how
python setup.py develop
works (still within the context of PEP 660).
compat mode is transitional and will be removed in
future versions of
setuptools, it exists only to help during the
Also note that support for this mode is limited:
it is safe to assume that the
compat mode is offered “as is”, and
improvements are unlikely to be implemented.
Users are encouraged to try out the new editable installation techniques
and make the necessary adaptations.
Newer versions of
pip no longer run the fallback command
python setup.py develop when the
pyproject.toml file is present.
This means that setting the environment variable
will have no effect when installing a package with
How editable installations work#
There are many techniques that can be used to expose packages under development
in such a way that they are available as if they were installed.
Depending on the project file structure and the selected mode,
will choose one of these approaches for the editable installation .
A non-exhaustive list of implementation mechanisms is presented below. More information is available on the text of PEP 660.
A directory containing a farm of file links that mimic the project structure and point to the original files can be employed. This directory can then be added to
sys.pathusing a static
Setuptools offers no guarantee of which technique will be used to
perform an editable installation. This will vary from project to project
and may change depending on the specific version of