'How to access python package metadata from within the python console?
If I have built a python package employing distutils.core
, e.g. via
setup(
ext_package="foo",
author="me",
version="1.0",
description="foo package",
packages=["foo",],
)
where does all the metadata go (what is it intended for?) and how can I access it from within python. Specifically, how can I access the author information from the python console after doing something like
>>> import foo
Solution 1:[1]
One way to access the metadata is to use pip:
import pip
package = [pckg for pckg in pip.get_installed_distributions()
if pckg.project_name == 'package_name'][0]
# package var will contain some metadata: version, project_name and others.
or pkg_resources
from pkg_resources import get_distribution
pkg = get_distribution('package_name') # also contains a metadata
Solution 2:[2]
With python3.8 being released, you might want to use the new importlib.metadata
[1] module to parse any installed package's metadata.
Getting the author information would look like this:
>>> from importlib import metadata
>>> metadata.metadata('foo')['Author'] # let's say you called your package 'foo'
'Arne'
And getting the version of your install:
>>> from importlib import metadata
>>> metadata.version('foo')
'0.1.0'
Which is a lot more straight forward than what you had to do before.
[1] Also available as backport for Python2.7 and 3.5+ as importlib-metadata, thanks to @ChrisHunt for pointing that out.
Solution 3:[3]
The metadata are stored inside the <package>-<version>-<py version>.egg-info
file.
when you create your module, you should have this line :
Writing /usr/lib/python2.7/site-packages/foobar-1.0-py2.7.egg-info
This file contain the Metadata :
Metadata-Version: 1.0
Name: Foobar
Version: 1.0
Summary: foobar
Home-page: http://foobar.com/
Author: foobar
Author-email: [email protected]
License: UNKNOWN
Description: UNKNOWN
Platform: UNKNOWN
If you want to access it, the best way is with pip
or pkg_resources
(as said Alexander Zhukov)
ex :
>>> import pkg_resources
>>> d = pkg_resources.get_distribution('Foobar')
>>> d.version
'1.0'
>>> d.location
'/usr/lib/python2.7/site-packages'
Solution 4:[4]
Concerning the version
metadata only, I found it quite unreliable to use the various tools available as most of them do not cover all cases. For example
- built-in modules
- modules not installed but just added to the python path (by your IDE for example)
- two versions of the same module available (one in python path superseding the one installed)
Since we needed a reliable way to get the version of any package, module or submodule, I ended up writing getversion. It is quite simple to use:
from getversion import get_module_version
import foo
version, details = get_module_version(foo)
See the documentation for details.
Solution 5:[5]
Given setup.py
as follows:
from distutils.core import setup
setup(
name = 'TestApp',
version = '0.0.1',
author = 'saaj',
py_modules = ['app'],
test_suite = 'test'
)
For some scripting and automation without installing the package, where pip
, easy_install
and even setuptools
don't provide command line options or public APIs for reading all metadata (e.g. test_suite
), here's a little hacky way:
python3 -c "import sys, types; m = types.ModuleType('distutils.core'); \
m.setup = lambda **kwargs: print(kwargs); \
sys.modules['distutils.core'] = m; import setup"
This will print a dict
of keyword arguments passed to setup()
.
{'author': 'saaj', 'version': '0.0.1', 'name': 'TestApp',
'test_suite': 'test', 'py_modules': ['app']}
You can replace print
in the lambda
to whatever output you need. If your setup.py
imports setup()
from setuptools
, which is actually the recommended way, just replace "distutils.core" with "setuptools" in the snippet.
Formatted snippet follows:
import sys
import types
m = types.ModuleType('distutils.core')
m.setup = lambda **kwargs: print(kwargs)
sys.modules['distutils.core'] = m
import setup # import you setup.py with mocked setup()
Solution 6:[6]
Solution
Although I prefer using importlib.metadata
, since there is another answer already showing how to do that, I will show you another alternative.
For the purpose of illustration, I will use one of my own packages genespeak
from PyPI.
With metadata
try:
from importlib import metadata
except ImportError: # for Python<3.8
import importlib_metadata as metadata
print(metadata.name('genespeak')) # genespeak
print(metadata.version('genespeak')) # 0.0.7
Use pkginfo
PyPI
We will use the following 5 ways of accessing package information.
from pkginfo import SDist, BDist, Wheel, Installed, Develop
A. Check Package Info from Source Distributions
Typically you would create the source distribution file with:
python setup.py sdist
Assuming you have a .tar.gz
file at path: ./dist/genespeak-0.0.7.tar.gz
, here is what you need to extract the package info.
from pkginfo import SDist
pkg = SDist("./dist/genespeak-0.0.7.tar.gz")
# Now you can access the metadata fields from
# PKG-INFO file inside the source file:
# `./dist/genespeak-0.0.7.tar.gz`
print(pkg.name) # genespeak
print(pkg.version) # 0.0.7
B. Check Package Info from Binary Distributions
Typically you would create the binary distribution files (.egg
) with:
python setup.py bdist_egg
Assuming you have a .egg
file at path: ./dist/genespeak-0.0.7-py38.egg
, here is what you need to extract the package info.
from pkginfo import BDist
pkg = BDist("./dist/genespeak-0.0.7-py38.egg")
# Now you can access the metadata fields from
# the binary distribution file (*.egg):
# `./dist/genespeak-0.0.7-py38.egg`
print(pkg.name) # genespeak
print(pkg.version) # 0.0.7
C. Check Package Info from Wheel
Typically you would create the binary distribution wheel files (.whl
) with:
python setup.py bdist_wheel
Assuming you have a .whl
file at path: ./dist/genespeak-0.0.7-py3-none-any-whl
, here is what you need to extract the package info.
from pkginfo import Wheel
pkg = Wheel("./dist/genespeak-0.0.7-py3-none-any-whl")
# Now you can access the metadata fields from
# PKG-INFO file inside the source file:
# `./dist/genespeak-0.0.7-py3-none-any.whl`
print(pkg.name) # genespeak
print(pkg.version) # 0.0.7
D. Check Package Info from Installed Packages
See here for more details
from pkginfo import Installed
import genespeak
pkg = Installed(genespeak)
# Now you can access the metadata fields from
# PKG-INFO file inside the source file:
# `./dist/genespeak-0.0.7.tar.gz`
print(pkg.name) # genespeak
print(pkg.version) # 0.0.7
E. Check Package Info from Development Directory
from pkginfo import Develop
dev = Develop(".")
# Now you can access the metadata fields from
# PKG-INFO file under `genespeak.egg-info`
# directory under the project root.
print(dev.name) # genespeak
print(dev.version) # 0.0.7
References
pkginfo
Docs
Solution 7:[7]
One use of this data is that it is displayed on Pypi (http://pypi.python.org/) if you were to publish your package there. One way to structure it is like so:
in the top level of your foo
module:
__author__= "me"
__version__= "1.0"
__description__= "foo package"
in setup.py
:
import foo
setup(
author = foo.__author__,
version = foo.__version__,
description = foo.__description__,
packages = ["foo",],
)
This way you only need to update your metadata in one place, and as the data is defined in your packages main module, it will be accessible from there.
Sources
This article follows the attribution requirements of Stack Overflow and is licensed under CC BY-SA 3.0.
Source: Stack Overflow
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Solution 1 | |
Solution 2 | |
Solution 3 | onionpsy |
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Solution 7 |