PyPI client side database with SCM/VCS URLs
This project provides a client side database of PyPI project metadata, primarily for the purpose of finding a SCM URL for any PyPI project. More of the internals of the database will be exposed. Time has been the main limiting factor in exposing more.
Most programming languages created in the last 10 years directly connect every library to a SCM. PyPI offers several mechanisms for package uploads to provide URLS, including for the SCM, however this is frequently omitted, is often invalid, and is frequently outdated as projects move their development activities between free hosting services, especially when services are discontinued. There are also projects which have deleted the project on a hosted service and not republished it at a new location. (Perhaps due to "right to vanish" provisions.)
This project attempts to locate the current development URL, and has deep analysis in the test suite to verify the resolution process is correct for thousands of projects.
Each resolution process stops after a limited number of web fetches, and almost all projects tested require less than one minute per project, and disk caching is used so that subsequent resolution of the same projects are almost instantaneous.
The objective is to always give an appropriate URL for any project, if there is one, and if there is a credible rationale that the project in question is, or was, an important project.
If you encounter a project which returns the wrong result, or no result, first check the PyPI metadata for a suitable SCM link. If none exists, try to find the development project manually, and create an issue in their project to enhance the metadata they submit to PyPI.
Only if the target project maintainers are uncooperative, then create an issue in the pypidb project for assistance.
There are over 8000 tests, however a few projects appear in multiple tests, so the total number of projects checked is slightly lower.
Tests currently cover all PyPI projects in
Of those, approximately 340 projects do not return a URL, such as
mysql-connector-python
with over 55,000 downloads per day.
There are a few situations where the returned result may not be stable; where it may alternate between two URLs. The fluctuation is due to how URLs are queued and fetched. There are no known cases where this happens, however override rules have been added to avoid them. It is a high priority for any such occurrences to be fixed so that results are always stable. Please raise an issue if you encounter this.
There are many rules which drive the resolution, and each package can have an associated unified patch URL, which will be fetched and used to guide the resolution. This is used for packages which have moved, but have not yet been re-released to PyPI with updated metadata.
The rules for projects may also exclude URLs in the metadata from the resolution process. The rules do not allow for explicitly setting the target URL. For projects which do not have a SCM, and only have a webpage, that webpage can be added as a 'fake' SCM so that it will be used, however this approach is only to be used for moribund projects where no SCM can be found.
$ pip install pypidb
$ pypidb requests-threads
https://github.com/requests/requests-threads
$ pypidb does-not-exist
Invalid package name does-not-exist>>> from pypidb import Database
>>> db = Database()
>>> db.find_project_scm_url("requests-threads")
'https://github.com/requests/requests-threads'
>>> db.find_project_scm_url("mercurial")
'https://www.mercurial-scm.org/repo/hg'
>>> db.find_project_scm_url("cffi")
'https://foss.heptapod.net/pypy/cffi'
>>> db.find_project_scm_url("mysql-connector-python")
Traceback (most recent call last):
...
pypidb._exceptions.IncompletePackageMetadata: mysql-connector-python has no email in PyPI metadata
https://pypi.org/project/mysql-connector-python/8.0.19/: 500 Server Error: HTTPS Everywhere for url: https://pypi.org/project/mysql-connector-python/8.0.19/
https://pypi.org/project/mysql-connector-python/: 500 Server Error: HTTPS Everywhere for url: https://pypi.org/project/mysql-connector-python/
https://downloads.mysql.com/docs/licenses/connector-python-8.0-com-en.pdf: 500 Server Error: HTTPS Everywhere for url: https://downloads.mysql.com/docs/licenses/connector-python-8.0-com-en.pdf
https://downloads.mysql.com/docs/licenses/connector-python-8.0-gpl-en.pdf: 500 Server Error: HTTPS Everywhere for url: https://downloads.mysql.com/docs/licenses/connector-python-8.0-gpl-en.pdf
https://downloads.mysql.com/docs/licenses/connector-python-gpl-en.pdf: 500 Server Error: HTTPS Everywhere for url: https://downloads.mysql.com/docs/licenses/connector-python-gpl-en.pdf
https://downloads.mysql.com/docs/connector-python-en.pdf: 500 Server Error: HTTPS Everywhere for url: https://downloads.mysql.com/docs/connector-python-en.pdf
https://downloads.mysql.com/docs/licenses/connector-python-com-en.pdf: 500 Server Error: HTTPS Everywhere for url: https://downloads.mysql.com/docs/licenses/connector-python-com-en.pdfResolution of many packages uses Read the Docs metadata, which performs better when using a token which can be obtained from https://readthedocs.org/accounts/tokens/
It should be stored in the default .netrc
file, in the user home, and should have the following format.
machine readthedocs.io
login deadbeef
password x-oauth-basicTo a lesser extent, the GitHub API is also used. Depending on the volume of lookups,
it may be necessary to add a GitHub token, also stored in .netrc.
Testing requires a GitHub token in .netrc.
Without a GitHub token, many tests will be skipped, and some will
fail.
(The tests can be easily fixed to detect that the API limit was reached)
git clone https://github.com/jayvdb/pypidb
cd pypidb
toxA complete test run takes several hours. There is aggressive caching
of web content using CacheControl and DNS results using dns-cache,
so subsequent runs should complete in a little over an hour.
Running only tests on the top 360 most popular PyPI packages can be done without any tokens, and completes within approximately five minutes.
tox -- -k TestTop360Similarly, running the tests on the top 4000 most popular PyPI packages can be done without any tokens, and completes within approximately twenty minutes, and tests requiring a GitHub token will be skipped.
tox -- tests/test_top.pyAs the tests are inspecting and validating the results for live project metadata, and those projects are constantly on the move, and the resolution often includes accessing websites which may be inoperative temporarily for various reasons (usually certificate expiration!), it is not unusual for tests to fail.
For example there are approximately 700 expected URLS in tests/data.py,
divided into four subsets. In the case of projects that have moved, and
the algorithm has correctly followed the move, those URLs need to be
updated.
There is rudimentary support for marking PyPI projects as untestable.