Find unused dependencies in your python project
Project description
py-unused-deps
Find unused dependencies in your Python projects.
This application works by inspecting the metadata of your distribution and its
dependencies. This means the current project must be installed and
py-unused-deps
must be run from within the same environment as the project,
and its dependencies, are installed within. For example running in on this repo:
$ python -m venv .venv
$ source .venv/bin/activate
$ pip install .
$ py-unused-deps --distribution py-unused-deps
Usage
usage: py-unused-deps [-h] [-d DISTRIBUTION] [-n] [-v] [-i IGNORE] [-e EXTRAS] [-r REQUIREMENTS]
[--include INCLUDE] [--exclude EXCLUDE] [--config-file CONFIG_FILE]
[filepaths ...]
positional arguments:
filepaths Paths to scan for dependency usage
options:
-h, --help show this help message and exit
-d DISTRIBUTION, --distribution DISTRIBUTION
The distribution to scan for unused dependencies
-n, --no-distribution
-v, --verbose
-i IGNORE, --ignore IGNORE
Dependencies to ignore when scanning for usage. For example, you might want to
ignore a linter that you run but don't import
-e EXTRAS, --extra EXTRAS
Extra environment to consider when loading dependencies
-r REQUIREMENTS, --requirement REQUIREMENTS
File listing extra requirements to scan for
--include INCLUDE Pattern to match on files when measuring usage
--exclude EXCLUDE Pattern to match on files or directory to exclude when measuring usage
--config-file CONFIG_FILE
File to load config from
Specifying a Distribution
There are two ways to scan for unused dependencies, if you have an installable
project you can specify it with the --dependency
flag. Otherwise, if you just
have a list Python files and some dependencies e.g. in a requirements.txt
file
you can use the --no-distribution
flag. Exactly one of these flags must be
specified.
File Discovery
The positional filepaths
provides the location to search for files. Files
under this path are matched according to the --include
argument. This can be
given multiple times and arguments are used interpreted as wildcard patterns
(specifically, they are parsed to
fnmatch.fnmatch
.
The default is to include files that match against *.py
or *.pyi
.
Files can be excluded with the --exclude
flag, which can also be given
multiple times. Similarly to --include
these are interpreted as shell wildcard
patterns, with the addition that:
- Patterns are matched against entire directory names, so
__pycache__
will exclude any directory containing__pycache__
- Patterns are expanded using
os.path.abspath
The default list of exclude patterns is: .svn
, CVS
, .bzr
, .hg
, .git
,
__pycache__
, .tox
, .nox
, .eggs
, *.egg
, .venv
, venv
,
Extra dependencies
You distribution may contain extra optional dependencies to be installed like
pip install --editable .[tests]
. To also scan these you can use the --extra
flag. This can be used multiple times:
$ pip install --editable .[tests,security]
$ py-unused-deps --extra tests --extra security
Requirements File
Similar to above, you may have a distribution with some dev-only dependencies
that you want to ensure you're using, e.g. for tests. If these dependencies are
in a file you can include them with the --requirement
flag:
$ pip install --editable .
$ pip install --requirement requirements-tests.txt
$ py-unused-deps --requirement requirements-test.txt
Note: this flag does not support the full requirements spec as defined by pip but just comments and requirement specifications.
For example, each of the following requirements would be included:
pytest
pytest-cov
beautifulsoup4
docopt == 0.6.1
requests [security] >= 2.8.1, == 2.8.* ; python_version < "2.7"
urllib3 @ https://github.com/urllib3/urllib3/archive/refs/tags/1.26.8.zip
But all of the following would be skipped:
# unsupported: pip specific flags
-r other-requirements.txt
-c constraints.txt
# unsupported: paths
./downloads/numpy-1.9.2-cp34-none-win32.whl
# unsupported: plain URL
http://wxpython.org/Phoenix/snapshot-builds/wxPython_Phoenix-3.0.3.dev1820+49a8884-cp34-none-win_amd64.whl
Configuration from file
By default, configuration will be searched for in pyproject.toml
under the key
tool.py-unused-deps
:
# pyproject.toml example
[tool.py-unused-deps]
verbose = 1
Otherwise, configuration may be stored in any TOML file under the key
py-unused-deps
, this file can then be passed via the --configuration-file
argument.
# non pyproject.toml example
[py-unused-deps]
verbose = 1
The types of configuration variables and how they map to the flags:
filepaths
: array of stringsdistribution
(-d/--distribution
): stringno_distribution
(-n/--no-distribution
): boolignore
(-i/--ignore
): array of stringsextras
(-e/--extra
): array of stringsrequirements
(-r/--requirement
): array of stringsinclude
(-i/--include
): array of stringsexclude
(-i/--exclude
): array of stringsverbose
(-v/--verbose
): integer
pre-commit
This repo includes a pre-commit
hook to run
py-unused-deps
by default it will simply run py-unused-deps --no-distribution
. Since py-unused-deps
requires the dependencies and any
distribution to be installed it is run as a system
hook, so wherever it is run will need these
pieces installed.
See pre-commit-config.yaml
for an example usage.
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