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urllib3-future | 2.24.900 | urllib3.future is a powerful HTTP 1.1, 2, and 3 client with both sync and async interfaces | <h1 align="center">
<img src="https://github.com/jawah/urllib3.future/raw/main/docs/_static/logo.png" width="450px" alt="urllib3.future logo"/>
</h1>
<p align="center">
<a href="https://pypi.org/project/urllib3-future"><img alt="PyPI Version" src="https://img.shields.io/pypi/v/urllib3-future.svg?maxAge=86400" /></a>... | null | Andrey Petrov <andrey.petrov@shazow.net> | null | "Ahmed R. TAHRI" <tahri.ahmed@proton.me> | null | MIT | null | https://pypi.org/project/urllib3-future/ | https://pypi.org/project/urllib3-future/ | >=3.7 | [
"h11<1.0.0,>=0.11.0",
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"Environment :: Web Environment",
"Environment :: WebAssembly",
"Environment :: WebAssembly :: WASI",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programmi... | async, concurrent, dns, dns-over-https, dns-over-quic, dns-over-tls, doh, doq, dot, dou, filepost, http, httplib, https, multiplexed, pooling, ssl, tasksafe, threadsafe, urllib, wasi, wasm | 165 | 2023-07-16T15:14:13.851560Z | 2026-07-27T06:16:52.572819Z | null | false | null | 2026-08-03T21:30:31.131428+00:00 | bzsNiuMUJfPRWr5Ua | AZ2dJmYMRfM80CaRV |
pytest | 9.1.1 | pytest: simple powerful testing with Python | .. image:: https://github.com/pytest-dev/pytest/raw/main/doc/en/img/pytest_logo_curves.svg
:target: https://docs.pytest.org/en/stable/
:align: center
:height: 200
:alt: pytest
------
.. image:: https://img.shields.io/pypi/v/pytest.svg
:target: https://pypi.org/project/pytest/
.. image:: https://img.... | Brianna Laugher, Bruno Oliveira, Floris Bruynooghe, Freya Bruhin, Holger Krekel, Others (See AUTHORS), Ronny Pfannschmidt | null | null | null | null | MIT | null | https://pypi.org/project/pytest/ | https://pypi.org/project/pytest/ | >=3.10 | [
"colorama>=0.4; sys_platform == \"win32\"",
"exceptiongroup>=1; python_version < \"3.11\"",
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"packaging>=22",
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"tomli>=1; python_version < \"3.11\"",
"argcomplete; extra == \"dev\"",
"attrs>=19.2; extra == \"dev\"",
"hypothesis>=3.56; extra ==... | 14 | [
"Development Status :: 6 - Mature",
"Intended Audience :: Developers",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Operating System :: Unix",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programmi... | test, unittest | 192 | 2010-11-25T21:00:27.474482Z | 2026-06-19T10:58:32.857420Z | null | false | null | 2026-08-03T21:30:43.200289+00:00 | q7xOHDOcCMCMigWfq | 1qaizd3Bk1Qv71odU |
unittest2 | 1.1.0 | The new features in unittest backported to Python 2.4+. | unittest2 is a backport of the new features added to the unittest testing
framework in Python 2.7 and onwards. It is tested to run on Python 2.6, 2.7,
3.2, 3.3, 3.4 and pypy.
To use unittest2 instead of unittest simply replace ``import unittest`` with
``import unittest2``.
unittest2 is maintained in a mercurial repos... | Robert Collins | rbtcollins@hp.com | null | null | UNKNOWN | null | http://pypi.python.org/pypi/unittest2 | https://pypi.org/project/unittest2/ | https://pypi.org/project/unittest2/ | null | [] | 0 | [
"Development Status :: 4 - Beta",
"Environment :: Console",
"Intended Audience :: Developers",
"License :: OSI Approved :: BSD License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 2.4",
"Programming Language :: Python :: 2.5",
"Programm... | unittest,testing,tests | 22 | 2010-02-11T19:09:30.816757Z | 2015-06-30T06:48:35.477761Z | null | false | null | 2026-08-03T21:30:43.233433+00:00 | q7xOHDOcCMCMigWfq | 1qaizd3Bk1Qv71odU |
nose2 | 0.16.0 | unittest with plugins | .. image:: https://results.pre-commit.ci/badge/github/nose-devs/nose2/main.svg
:target: https://results.pre-commit.ci/latest/github/nose-devs/nose2/main
:alt: pre-commit.ci status
.. image:: https://github.com/nose-devs/nose2/workflows/build/badge.svg?event=push
:alt: build status
:target: https://github... | null | Stephen Rosen <dev@nose2.io> | null | null | BSD-2-Clause | null | null | https://pypi.org/project/nose2/ | https://pypi.org/project/nose2/ | >=3.9 | [
"coverage; extra == \"coverage-plugin\"",
"sphinx; extra == \"dev\"",
"sphinx-issues; extra == \"dev\"",
"sphinx-rtd-theme; extra == \"dev\""
] | 4 | [
"Development Status :: 4 - Beta",
"Environment :: Console",
"Intended Audience :: Developers",
"License :: OSI Approved :: BSD License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"P... | testing, tests, unittest | 35 | 2012-01-19T20:30:23.871961Z | 2026-03-02T00:49:52.122500Z | null | false | null | 2026-08-03T21:30:43.269262+00:00 | q7xOHDOcCMCMigWfq | 1qaizd3Bk1Qv71odU |
hypothesis | 6.165.0 | The property-based testing library for Python | <div align="center">
<img src="https://raw.githubusercontent.com/HypothesisWorks/hypothesis/master/brand/dragonfly-rainbow.svg" width="300">
</div>
# Hypothesis
* [Website](https://hypothesis.works/)
* [Documentation](https://hypothesis.readthedocs.io/en/latest/)
* [Source code](https://github.com/hypothesisWorks/h... | null | "David R. MacIver and Zac Hatfield-Dodds" <david@drmaciver.com> | null | null | null | MPL-2.0 | null | https://pypi.org/project/hypothesis/ | https://pypi.org/project/hypothesis/ | >=3.10 | [
"exceptiongroup>=1.0.0; python_full_version < \"3.11\"",
"sortedcontainers<3.0.0,>=2.1.0",
"black>=20.8b0; extra == \"all\"",
"click>=7.0; extra == \"all\"",
"crosshair-tool>=0.0.109; extra == \"all\"",
"django>=5.2; extra == \"all\"",
"dpcontracts>=0.4; extra == \"all\"",
"hypothesis-crosshair>=0.0.3... | 37 | [
"Development Status :: 5 - Production/Stable",
"Framework :: Hypothesis",
"Framework :: Pytest",
"Intended Audience :: Developers",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Operating System :: Unix",
"Programming Language :: Python",
"Programming Language :: Python :... | python, testing, fuzzing, property-based-testing | 1,553 | 2013-03-10T13:53:06.290056Z | 2026-08-02T00:20:26.755151Z | null | false | null | 2026-08-03T21:30:43.414183+00:00 | q7xOHDOcCMCMigWfq | 1qaizd3Bk1Qv71odU |
robotframework | 7.4.2 | Generic automation framework for acceptance testing and robotic process automation (RPA) | Robot Framework
===============
.. contents::
:local:
Introduction
------------
`Robot Framework <http://robotframework.org>`_ |r| is a generic open source
automation framework for acceptance testing, acceptance test driven
development (ATDD), and robotic process automation (RPA). It has simple plain
text syntax ... | Pekka Klärck | peke@eliga.fi | null | null | Apache License 2.0 | null | https://robotframework.org | https://pypi.org/project/robotframework/ | https://pypi.org/project/robotframework/ | >=3.8 | [] | 0 | [
"Development Status :: 5 - Production/Stable",
"Framework :: Robot Framework",
"License :: OSI Approved :: Apache Software License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Pr... | robotframework automation testautomation rpa testing acceptancetesting atdd bdd | 153 | 2013-11-26T14:51:30.593732Z | 2026-07-17T16:22:04.847865Z | null | false | null | 2026-08-03T21:30:43.465741+00:00 | q7xOHDOcCMCMigWfq | 1qaizd3Bk1Qv71odU |
behave | 1.3.3 | behave is behaviour-driven development, Python style | ======
behave
======
.. |badge.latest_version| image:: https://img.shields.io/pypi/v/behave.svg
:target: https://pypi.python.org/pypi/behave
:alt: Latest Version
.. |badge.license| image:: https://img.shields.io/pypi/l/behave.svg
:target: https://pypi.python.org/pypi/behave/
:alt: License
.. |badge.C... | Benno Rice, Richard Jones | Jens Engel <jenisys@noreply.github.com> | Jens Engel, Peter Bittner | Jens Engel <jenisys@noreply.github.com>, Peter Bittner <bittner@noreply.github.com> | null | BSD-2-Clause | null | https://pypi.org/project/behave/ | https://pypi.org/project/behave/ | !=3.0.*,!=3.1.*,!=3.2.*,>=2.7 | [
"cucumber-tag-expressions>=4.1.0",
"cucumber-expressions>=17.1.0; python_version >= \"3.8\"",
"enum34; python_version < \"3.4\"",
"parse>=1.18.0",
"parse-type>=0.6.0",
"six>=1.15.0",
"contextlib2; python_version < \"3.5\"",
"pathlib; python_version < \"3.4\"",
"pathlib2>=2.3.6; python_version < \"3.... | 59 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python :: 2",
"Programming Language :: Python :: 2.7",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.... | BDD, behavior-driven-development, bdd-framework, behave, gherkin, cucumber-like | 15 | 2011-12-05T10:28:41.365876Z | 2025-09-04T12:12:02.531532Z | null | false | null | 2026-08-03T21:30:43.490361+00:00 | q7xOHDOcCMCMigWfq | 1qaizd3Bk1Qv71odU |
coverage | 7.15.3 | Code coverage measurement for Python | .. Licensed under the Apache License: http://www.apache.org/licenses/LICENSE-2.0
.. For details: https://github.com/coveragepy/coveragepy/blob/main/NOTICE.txt
===========
Coverage.py
===========
Code coverage measurement for Python.
.. image:: https://raw.githubusercontent.com/vshymanskyy/StandWithUkraine/main/banne... | Ned Batchelder and 263 others | ned@nedbatchelder.com | null | null | Apache-2.0 | null | https://github.com/coveragepy/coveragepy | https://pypi.org/project/coverage/ | https://pypi.org/project/coverage/ | >=3.10 | [
"tomli; python_full_version <= \"3.11.0a6\" and extra == \"toml\""
] | 1 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",... | code coverage testing | 193 | 2009-05-16T21:03:17.044537Z | 2026-08-02T18:50:17.006034Z | null | false | null | 2026-08-03T21:30:43.621154+00:00 | q7xOHDOcCMCMigWfq | 1qaizd3Bk1Qv71odU |
tox | 4.58.0 | tox is a generic virtualenv management and test command line tool | # tox
[](https://pypi.org/project/tox/)
[](https://pypi.org/project/tox/)
[](https://pepy.tech/project/tox)
[![Documentation status](https://readth... | null | Bernát Gábor <gaborjbernat@gmail.com> | null | Bernát Gábor <gaborjbernat@gmail.com>, Jürgen Gmach <juergen.gmach@googlemail.com>, Rahul Devikar <rahuldevikar5512@gmail.com> | null | MIT | null | https://pypi.org/project/tox/ | https://pypi.org/project/tox/ | >=3.10 | [
"cachetools>=7.0.3",
"colorama>=0.4.6",
"filelock>=3.25",
"packaging>=26",
"platformdirs>=4.9.4",
"pluggy>=1.6",
"pyproject-api>=1.10",
"python-discovery>=1.4.4",
"tomli-w>=1.2",
"tomli>=2.4; python_version < \"3.11\"",
"typing-extensions>=4.15; python_version < \"3.11\"",
"virtualenv>=21.1",
... | 16 | [
"Development Status :: 5 - Production/Stable",
"Framework :: tox",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Operating System :: MacOS :: MacOS X",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Programming Language :: Python :: 3 :: Only"... | environments, isolated, testing, virtual | 297 | 2010-07-12T13:30:18.478007Z | 2026-07-21T13:10:36.622863Z | null | false | null | 2026-08-03T21:30:43.674887+00:00 | q7xOHDOcCMCMigWfq | 1qaizd3Bk1Qv71odU |
green | 4.0.2 | Green is a clean, colorful, fast python test runner. | Green
=====
Green is a clean, colorful, fast python test runner.
Documentation
-------------
For full documentation please visit the `Github page for Green`_, or subscribe
to `Python Testing with Green`_ on Udemy. You can find discounts for the Udemy
course in the documentation on Github.
Features
--------
- **Cl... | Nathan Stocks | nathan.stocks@gmail.com | Nathan Stocks | null | 'MIT' | null | https://github.com/CleanCut/green | https://pypi.org/project/green/ | https://pypi.org/project/green/ | !=3.12.1,>=3.8 | [
"colorama",
"coverage",
"lxml",
"setuptools",
"unidecode",
"black; extra == \"dev\"",
"coverage[toml]; python_full_version <= \"3.11.0a6\" and extra == \"dev\"",
"django; extra == \"dev\"",
"mypy; extra == \"dev\"",
"testtools; extra == \"dev\""
] | 10 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Natural Language :: English",
"Operating System :: MacOS :: MacOS X",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Opera... | nose, nose2, trial, pytest, py.test, tox, green, , tdd, test, tests, functional, system, unit, unittest, , color, tabular, clean, red, rednose, regression, runner, , integration, smoke, white, black, box, incremental, end, , end-to-end, sanity, acceptance, load, stress, performance, , usability, install, uninstall, rec... | 149 | 2014-04-02T01:15:15.040068Z | 2024-04-18T23:54:19.537909Z | null | false | null | 2026-08-03T21:30:43.709073+00:00 | q7xOHDOcCMCMigWfq | 1qaizd3Bk1Qv71odU |
freezegun | 1.5.5 | Let your Python tests travel through time | FreezeGun: Let your Python tests travel through time
====================================================
.. image:: https://img.shields.io/pypi/v/freezegun.svg
:target: https://pypi.python.org/pypi/freezegun/
.. image:: https://github.com/spulec/freezegun/workflows/CI/badge.svg
:target: https://github.com/spule... | Steve Pulec | spulec@gmail.com | null | null | Apache-2.0 | null | https://github.com/spulec/freezegun | https://pypi.org/project/freezegun/ | https://pypi.org/project/freezegun/ | >=3.8 | [
"python-dateutil>=2.7"
] | 1 | [
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9",
"Programming ... | null | 68 | 2012-12-11T05:26:55.269111Z | 2025-08-09T10:39:08.338326Z | null | false | null | 2026-08-03T21:30:43.793640+00:00 | q7xOHDOcCMCMigWfq | 1qaizd3Bk1Qv71odU |
SQLAlchemy | 2.0.51 | Database Abstraction Library | SQLAlchemy
==========
|PyPI| |Python| |Downloads|
.. |PyPI| image:: https://img.shields.io/pypi/v/sqlalchemy
:target: https://pypi.org/project/sqlalchemy
:alt: PyPI
.. |Python| image:: https://img.shields.io/pypi/pyversions/sqlalchemy
:target: https://pypi.org/project/sqlalchemy
:alt: PyPI - Python V... | Mike Bayer | mike_mp@zzzcomputing.com | null | null | MIT | null | https://www.sqlalchemy.org | https://pypi.org/project/SQLAlchemy/ | https://pypi.org/project/SQLAlchemy/ | >=3.7 | [
"importlib-metadata; python_version < \"3.8\"",
"greenlet>=1; platform_machine == \"aarch64\" or (platform_machine == \"ppc64le\" or (platform_machine == \"x86_64\" or (platform_machine == \"amd64\" or (platform_machine == \"AMD64\" or (platform_machine == \"win32\" or platform_machine == \"WIN32\")))))",
"typi... | 32 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: ... | null | 325 | 2006-02-14T03:11:34Z | 2026-06-28T02:09:37.037060Z | null | false | null | 2026-08-03T21:30:34.927847+00:00 | lotWrkpbDGEGyVTed | noyyu25GDzSxKNr9o |
sqlmodel | 0.0.39 | SQLModel, SQL databases in Python, designed for simplicity, compatibility, and robustness. | <p align="center">
<a href="https://sqlmodel.tiangolo.com"><img src="https://sqlmodel.tiangolo.com/img/logo-margin/logo-margin-vector.svg#only-light" alt="SQLModel"></a>
</p>
<p align="center">
<em>SQLModel, SQL databases in Python, designed for simplicity, compatibility, and robustness.</em>
</p>
<p align="cent... | null | Sebastián Ramírez <tiangolo@gmail.com> | null | null | null | MIT | null | https://pypi.org/project/sqlmodel/ | https://pypi.org/project/sqlmodel/ | >=3.10 | [
"SQLAlchemy<2.1.0,>=2.0.14",
"pydantic>=2.11.0",
"typing-extensions>=4.5.0"
] | 3 | [
"Development Status :: 4 - Beta",
"Framework :: AsyncIO",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"Intended Audience :: System Administrators",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :... | null | 42 | 2021-08-24T10:12:55.358781Z | 2026-06-25T13:01:38.475260Z | null | false | null | 2026-08-03T21:30:34.980226+00:00 | lotWrkpbDGEGyVTed | noyyu25GDzSxKNr9o |
peewee | 4.3.0 | a little orm | .. image:: https://media.charlesleifer.com/blog/photos/peewee4-logo.png
peewee
======
Peewee is a simple and small ORM. It has few (but expressive) concepts, making
it easy to learn and intuitive to use.
Peewee is a single module with no required dependencies and has been running
production workloads of all sizes si... | null | Charles Leifer <coleifer@gmail.com> | null | null | null | null | null | https://pypi.org/project/peewee/ | https://pypi.org/project/peewee/ | >=3.8 | [
"pymysql; extra == \"mysql\"",
"psycopg2-binary; extra == \"postgres\"",
"psycopg[binary]; extra == \"psycopg3\"",
"cysqlite>=0.3.5; extra == \"cysqlite\"",
"aiosqlite; extra == \"aiosqlite\"",
"greenlet; extra == \"aiosqlite\"",
"aiomysql; extra == \"aiomysql\"",
"greenlet; extra == \"aiomysql\"",
... | 10 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: Implementation :: CPython",
"Programming Language :: Python :: Implementation :: PyPy",
"Topic :: Database",
... | null | 218 | 2010-10-18T18:46:11.403761Z | 2026-07-31T16:51:22.784914Z | null | false | null | 2026-08-03T21:30:35.021557+00:00 | lotWrkpbDGEGyVTed | noyyu25GDzSxKNr9o |
tortoise-orm | 1.1.7 | Easy async ORM for python, built with relations in mind | ============
Tortoise ORM
============
.. image:: https://img.shields.io/pypi/v/tortoise-orm.svg?style=flat
:target: https://pypi.python.org/pypi/tortoise-orm
.. image:: https://pepy.tech/badge/tortoise-orm/month
:target: https://pepy.tech/project/tortoise-orm
.. image:: https://github.com/tortoise/tortoise-orm/... | null | Andrey Bondar <andrey@bondar.ru>, Nickolas Grigoriadis <nagrigoriadis@gmail.com>, long2ice <long2ice@gmail.com> | null | null | Apache-2.0 | null | null | https://pypi.org/project/tortoise-orm/ | https://pypi.org/project/tortoise-orm/ | >=3.10 | [
"pypika-tortoise<1.0.0,>=0.6.5",
"iso8601<3.0.0,>=2.1.0; python_version < \"4.0\"",
"aiosqlite<1.0.0,>=0.16.0",
"anyio",
"tomlkit<1.0.0,>=0.11.4; python_version < \"3.11\"",
"typing-extensions>=4.1.0; python_version < \"3.11\"",
"ipython; extra == \"ipython\"",
"nest-asyncio>=1.6.0; extra == \"ipython... | 17 | [
"Development Status :: 3 - Alpha",
"Framework :: AsyncIO",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"Operating System :: MacOS :: MacOS X",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Programming Language :: PL/SQL",
"Prog... | sql, mysql, postgres, psql, sqlite, aiosqlite, asyncpg, relational, database, rdbms, orm, object mapper, async, asyncio, aio, psycopg | 181 | 2018-03-29T17:03:36.138264Z | 2026-03-21T20:03:29.087507Z | null | false | null | 2026-08-03T21:30:35.104741+00:00 | lotWrkpbDGEGyVTed | noyyu25GDzSxKNr9o |
asyncpg | 0.31.0 | An asyncio PostgreSQL driver | asyncpg -- A fast PostgreSQL Database Client Library for Python/asyncio
=======================================================================
.. image:: https://github.com/MagicStack/asyncpg/workflows/Tests/badge.svg
:target: https://github.com/MagicStack/asyncpg/actions?query=workflow%3ATests+branch%3Amaster
... | null | MagicStack Inc <hello@magic.io> | null | null | null | Apache-2.0 | null | https://pypi.org/project/asyncpg/ | https://pypi.org/project/asyncpg/ | >=3.9.0 | [
"async_timeout>=4.0.3; python_version < \"3.11.0\"",
"gssapi; platform_system != \"Windows\" and extra == \"gssauth\"",
"sspilib; platform_system == \"Windows\" and extra == \"gssauth\""
] | 3 | [
"Development Status :: 5 - Production/Stable",
"Framework :: AsyncIO",
"Intended Audience :: Developers",
"Operating System :: MacOS :: MacOS X",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3... | database, postgres | 43 | 2016-07-18T23:03:47.340190Z | 2025-11-24T23:27:00.812315Z | null | false | null | 2026-08-03T21:30:35.152003+00:00 | lotWrkpbDGEGyVTed | noyyu25GDzSxKNr9o |
psycopg2-binary | 2.9.12 | psycopg2 - Python-PostgreSQL Database Adapter | Psycopg is the most popular PostgreSQL database adapter for the Python
programming language. Its main features are the complete implementation of
the Python DB API 2.0 specification and the thread safety (several threads can
share the same connection). It was designed for heavily multi-threaded
applications that crea... | Federico Di Gregorio | fog@initd.org | Daniele Varrazzo | daniele.varrazzo@gmail.com | LGPL with exceptions | null | https://psycopg.org/ | https://pypi.org/project/psycopg2-binary/ | https://pypi.org/project/psycopg2-binary/ | >=3.9 | [] | 0 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"License :: OSI Approved :: GNU Library or Lesser General Public License (LGPL)",
"Operating System :: Microsoft :: Windows",
"Operating System :: Unix",
"Programming Language :: C",
"Programming Language :: Python",
"Pr... | null | 26 | 2018-01-29T12:48:22.551103Z | 2026-04-21T09:40:34.304977Z | null | false | null | 2026-08-03T21:30:35.209926+00:00 | lotWrkpbDGEGyVTed | noyyu25GDzSxKNr9o |
pymongo | 4.17.0 | PyMongo - the Official MongoDB Python driver | # PyMongo
[](https://pypi.org/project/pymongo)
[](https://pypi.org/project/pymongo)
[](https://pepy.tech/project/pymongo)
[](https://github.com/redis/redis-py/actions/workflows/integration.yaml)
[](h... | null | "Redis Inc." <oss@redis.com> | null | null | null | MIT | null | https://pypi.org/project/redis/ | https://pypi.org/project/redis/ | >=3.10 | [
"async-timeout>=4.0.3; python_full_version < \"3.11.3\"",
"pybreaker>=1.4.0; extra == \"circuit-breaker\"",
"hiredis>=3.2.0; extra == \"hiredis\"",
"pyjwt>=2.13.0; extra == \"jwt\"",
"cryptography>=36.0.1; extra == \"ocsp\"",
"pyopenssl>=20.0.1; extra == \"ocsp\"",
"requests>=2.31.0; extra == \"ocsp\"",... | 11 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: O... | Redis, database, key-value-store | 169 | 2012-10-08T06:40:56.248269Z | 2026-07-30T08:51:00.269040Z | null | false | null | 2026-08-03T21:30:35.374384+00:00 | lotWrkpbDGEGyVTed | noyyu25GDzSxKNr9o |
duckdb | 1.5.5 | DuckDB in-process database | <div align="center">
<picture>
<source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/duckdb/duckdb/refs/heads/main/logo/DuckDB_Logo-horizontal.svg">
<source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/duckdb/duckdb/refs/heads/main/logo/DuckD... | DuckDB Foundation | null | DuckDB Foundation | null | null | null | null | https://pypi.org/project/duckdb/ | https://pypi.org/project/duckdb/ | >=3.10.0 | [
"ipython; extra == \"all\"",
"fsspec; extra == \"all\"",
"numpy; extra == \"all\"",
"pandas; extra == \"all\"",
"pyarrow; extra == \"all\"",
"adbc-driver-manager; extra == \"all\""
] | 6 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Information Technology",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Langu... | DuckDB, Database, SQL, OLAP | 122 | 2019-05-08T11:11:29.054711Z | 2026-07-29T05:02:54.489268Z | null | false | null | 2026-08-03T21:30:35.450578+00:00 | lotWrkpbDGEGyVTed | noyyu25GDzSxKNr9o |
alembic | 1.18.5 | A database migration tool for SQLAlchemy. | Alembic is a database migrations tool written by the author
of `SQLAlchemy <http://www.sqlalchemy.org>`_. A migrations tool
offers the following functionality:
* Can emit ALTER statements to a database in order to change
the structure of tables and other constructs
* Provides a system whereby "migration scripts" ma... | null | Mike Bayer <mike_mp@zzzcomputing.com> | null | null | null | MIT | null | https://pypi.org/project/alembic/ | https://pypi.org/project/alembic/ | >=3.10 | [
"SQLAlchemy>=1.4.23",
"Mako",
"typing-extensions>=4.12",
"tomli; python_version < \"3.11\"",
"tzdata; extra == \"tz\""
] | 5 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",... | null | 144 | 2011-11-30T21:11:24.743490Z | 2026-06-25T15:20:56.673419Z | null | false | null | 2026-08-03T21:30:35.490022+00:00 | lotWrkpbDGEGyVTed | noyyu25GDzSxKNr9o |
torch | 2.13.0 | Tensors and Dynamic neural networks in Python with strong GPU acceleration | 
--------------------------------------------------------------------------------
PyTorch is a Python package that provides two high-level features:
- Tensor computation (like NumPy) with strong GPU acceleration
... | null | PyTorch Team <packages@pytorch.org> | null | null | null | Apache-2.0 AND Apache-2.0 WITH LLVM-exception AND BSD-2-Clause AND BSD-3-Clause AND BSL-1.0 AND MIT | null | https://pypi.org/project/torch/ | https://pypi.org/project/torch/ | >=3.10 | [
"filelock",
"typing-extensions>=4.10.0",
"setuptools>=77.0.3",
"sympy>=1.13.3",
"networkx>=2.5.1",
"jinja2",
"fsspec>=0.8.5",
"cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == \"Linux\"",
"cuda-bindings<14,>=13.0.3; platform_sys... | 17 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Science/Research",
"Programming Language :: C++",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: ... | pytorch, machine learning | 49 | 2018-12-07T18:56:01.203127Z | 2026-07-08T16:05:49.855735Z | null | false | null | 2026-08-03T21:30:21.954042+00:00 | MboZTsuy6cywBuhfH | Ugz03k9ajZXXaOVKg |
tensorflow | 2.21.0 | TensorFlow is an open source machine learning framework for everyone. | [](https://badge.fury.io/py/tensorflow)
[](https://badge.fury.io/py/tensorflow)
TensorFlow is an open source software library for high performance numerical
computation. Its flexible architectu... | Google Inc. | packages@tensorflow.org | null | null | Apache 2.0 | null | https://www.tensorflow.org/ | https://pypi.org/project/tensorflow/ | https://pypi.org/project/tensorflow/ | >=3.10 | [
"absl-py>=1.0.0",
"astunparse>=1.6.0",
"flatbuffers>=25.9.23",
"gast!=0.5.0,!=0.5.1,!=0.5.2,>=0.2.1",
"google_pasta>=0.1.1",
"libclang>=13.0.0",
"opt_einsum>=2.3.2",
"packaging",
"protobuf<8.0.0,>=6.31.1",
"requests<3,>=2.21.0",
"setuptools",
"six>=1.12.0",
"termcolor>=1.1.0",
"typing_exte... | 34 | [
"Development Status :: 5 - Production/Stable",
"Environment :: GPU :: NVIDIA CUDA :: 12",
"Environment :: GPU :: NVIDIA CUDA :: 12 :: 12.2",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: Apache Software License",... | tensorflow tensor machine learning | 138 | 2016-12-19T19:10:10.698397Z | 2026-03-06T17:25:33.144041Z | null | false | null | 2026-08-03T21:30:22.010913+00:00 | MboZTsuy6cywBuhfH | Ugz03k9ajZXXaOVKg |
keras | 3.15.1 | Multi-backend Keras | # Keras 3: Deep Learning for Humans
Keras 3 is a multi-backend deep learning framework, with support for JAX, TensorFlow, PyTorch, and OpenVINO (for inference-only).
Effortlessly build and train models for computer vision, natural language processing, audio processing,
timeseries forecasting, recommender systems, etc.... | null | Keras team <keras-users@googlegroups.com> | null | null | Apache License 2.0 | null | null | https://pypi.org/project/keras/ | https://pypi.org/project/keras/ | >=3.11 | [
"absl-py",
"numpy",
"rich",
"namex",
"h5py",
"optree",
"ml-dtypes",
"packaging"
] | 8 | [
"Development Status :: 4 - Beta",
"Intended Audience :: Science/Research",
"Operating System :: MacOS",
"Operating System :: Unix",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
... | null | 124 | 2015-10-11T01:21:00.754076Z | 2026-07-29T21:13:41.674133Z | null | false | null | 2026-08-03T21:30:22.049799+00:00 | MboZTsuy6cywBuhfH | Ugz03k9ajZXXaOVKg |
transformers | 5.14.1 | Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training. | <!---
Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or ... | The Hugging Face team (past and future) with the help of all our contributors (https://github.com/huggingface/transformers/graphs/contributors) | transformers@huggingface.co | null | null | Apache 2.0 License | null | https://github.com/huggingface/transformers | https://pypi.org/project/transformers/ | https://pypi.org/project/transformers/ | >=3.10.0 | [
"huggingface-hub<2.0,>=1.5.0",
"numpy>=1.17",
"packaging>=20.0",
"pyyaml>=5.1",
"regex>=2025.10.22",
"tokenizers<=0.23.0,>=0.22.0",
"typer",
"safetensors>=0.8.0",
"tqdm>=4.60",
"torch>=2.4; extra == \"torch\"",
"accelerate>=1.1.0; extra == \"torch\"",
"torchvision; extra == \"vision\"",
"Pil... | 251 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Science/Research",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: P... | machine-learning nlp python pytorch transformer llm vlm deep-learning inference training model-hub pretrained-models llama gemma qwen | 237 | 2016-08-17T06:13:12.929751Z | 2026-07-16T09:41:57.773357Z | null | false | null | 2026-08-03T21:30:22.099406+00:00 | MboZTsuy6cywBuhfH | Ugz03k9ajZXXaOVKg |
xgboost | 3.3.0 | XGBoost Python Package | ======================
XGBoost Python Package
======================
|PyPI version|
Installation
============
From `PyPI <https://pypi.python.org/pypi/xgboost>`_
---------------------------------------------------
For a stable version, install using ``pip``::
pip install xgboost
.. |PyPI version| image:: http... | null | Hyunsu Cho <chohyu01@cs.washington.edu>, Jiaming Yuan <jm.yuan@outlook.com> | null | null | Apache-2.0 | null | null | https://pypi.org/project/xgboost/ | https://pypi.org/project/xgboost/ | >=3.12 | [
"numpy",
"nvidia-nccl-cu12; platform_system == \"Linux\"",
"scipy",
"dask; extra == \"dask\"",
"distributed; extra == \"dask\"",
"pandas; extra == \"dask\"",
"pandas>=1.2; extra == \"pandas\"",
"graphviz; extra == \"plotting\"",
"matplotlib; extra == \"plotting\"",
"cloudpickle; extra == \"pyspark... | 13 | [
"Development Status :: 5 - Production/Stable",
"License :: OSI Approved :: Apache Software License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Progr... | null | 95 | 2015-08-20T07:57:53.782104Z | 2026-06-17T21:26:50.846116Z | null | false | null | 2026-08-03T21:30:22.135354+00:00 | MboZTsuy6cywBuhfH | Ugz03k9ajZXXaOVKg |
lightgbm | 4.7.0 | LightGBM Python-package | LightGBM Python-package
=======================
|License| |Python Versions| |PyPI Version| |PyPI Downloads| |conda Version| |conda Downloads| |API Docs|
Installation
------------
Preparation
'''''''''''
32-bit Python is not supported.
Please install 64-bit version.
If you have a strong need to install with 32-bit P... | null | null | null | Yu Shi <yushi@microsoft.com> | null | null | null | https://pypi.org/project/lightgbm/ | https://pypi.org/project/lightgbm/ | >=3.10 | [
"narwhals>=1.15",
"numpy>=1.21.3",
"scipy",
"narwhals[pyarrow]; extra == \"arrow\"",
"pyarrow>=16.0.0; extra == \"arrow\"",
"dask[array,dataframe,distributed]>=2.0.0; extra == \"dask\"",
"narwhals[pandas]; extra == \"dask\"",
"pandas>=1.3.4; extra == \"dask\"",
"narwhals[pandas]; extra == \"pandas\"... | 15 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Science/Research",
"Natural Language :: English",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Operating System :: Unix",
"Programming Language :: Python :: 3",
"Programming... | null | 38 | 2017-06-20T04:52:45.556895Z | 2026-07-18T21:00:56.139003Z | null | false | null | 2026-08-03T21:30:22.203302+00:00 | MboZTsuy6cywBuhfH | Ugz03k9ajZXXaOVKg |
catboost | 1.2.10 | CatBoost Python Package | CatBoost is a fast, scalable, high performance gradient boosting on decision trees library. Used for ranking, classification, regression and other ML tasks.
| CatBoost Developers | null | null | null | Apache License, Version 2.0 | null | https://catboost.ai | https://pypi.org/project/catboost/ | https://pypi.org/project/catboost/ | null | [
"graphviz",
"matplotlib",
"numpy<3.0,>=1.16.0",
"pandas<4.0,>=0.24",
"scipy",
"plotly",
"six",
"traitlets; extra == \"widget\"",
"ipython; extra == \"widget\"",
"ipywidgets<9.0,>=7.0; extra == \"widget\""
] | 10 | [
"Development Status :: 5 - Production/Stable",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Topic :: Software Development :: Libraries :: Python Modules"
] | catboost | 95 | 2017-07-17T19:14:31.151017Z | 2026-02-18T16:13:29.092923Z | null | false | null | 2026-08-03T21:30:22.257926+00:00 | MboZTsuy6cywBuhfH | Ugz03k9ajZXXaOVKg |
diffusers | 0.39.0 | State-of-the-art diffusion in PyTorch and JAX. | <!---
Copyright 2022 - The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law o... | The Hugging Face team (past and future) with the help of all our contributors (https://github.com/huggingface/diffusers/graphs/contributors) | diffusers@huggingface.co | null | null | Apache 2.0 License | null | https://github.com/huggingface/diffusers | https://pypi.org/project/diffusers/ | https://pypi.org/project/diffusers/ | >=3.10.0 | [
"importlib_metadata",
"filelock",
"httpx<1.0.0",
"huggingface-hub<2.0,>=0.34.0",
"numpy",
"regex!=2019.12.17",
"requests",
"safetensors>=0.8.0",
"Pillow",
"urllib3<=2.0.0; extra == \"quality\"",
"isort>=5.5.4; extra == \"quality\"",
"ruff==0.9.10; extra == \"quality\"",
"hf-doc-builder>=0.3.... | 97 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: Apache Software License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming L... | deep learning diffusion jax pytorch stable diffusion audioldm | 98 | 2022-05-30T16:25:48.098747Z | 2026-07-03T08:48:47.904611Z | null | false | null | 2026-08-03T21:30:22.294876+00:00 | MboZTsuy6cywBuhfH | Ugz03k9ajZXXaOVKg |
accelerate | 1.14.0 | Accelerate | <!---
Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or ... | The Hugging Face team | transformers@huggingface.co | null | null | Apache | null | https://github.com/huggingface/accelerate | https://pypi.org/project/accelerate/ | https://pypi.org/project/accelerate/ | >=3.10.0 | [
"numpy>=1.17",
"packaging>=20.0",
"psutil",
"pyyaml",
"torch>=2.0.0",
"huggingface_hub>=0.21.0",
"safetensors>=0.4.3",
"ruff==0.13.1; extra == \"quality\"",
"pytest>=7.2.0; extra == \"test-prod\"",
"pytest-xdist; extra == \"test-prod\"",
"pytest-subtests; extra == \"test-prod\"",
"parameterize... | 68 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: Apache Software License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming L... | deep learning | 82 | 2020-10-30T13:43:42.744106Z | 2026-06-11T13:45:52.326441Z | null | false | null | 2026-08-03T21:30:22.337789+00:00 | MboZTsuy6cywBuhfH | Ugz03k9ajZXXaOVKg |
timm | 1.0.28 | PyTorch Image Models | # PyTorch Image Models
- [What's New](#whats-new)
- [Introduction](#introduction)
- [Models](#models)
- [Features](#features)
- [Results](#results)
- [Getting Started (Documentation)](#getting-started-documentation)
- [Train, Validation, Inference Scripts](#train-validation-inference-scripts)
- [Awesome PyTorch Resourc... | null | Ross Wightman <ross@huggingface.co> | null | null | Apache-2.0 | null | null | https://pypi.org/project/timm/ | https://pypi.org/project/timm/ | >=3.8 | [
"torch",
"torchvision",
"pyyaml",
"huggingface_hub",
"safetensors"
] | 5 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Education",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: Apache Software License",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
... | pytorch, image-classification | 79 | 2019-06-21T21:09:51.853663Z | 2026-07-11T17:24:32.615807Z | null | false | null | 2026-08-03T21:30:22.374543+00:00 | MboZTsuy6cywBuhfH | Ugz03k9ajZXXaOVKg |
Django | 6.0.7 | A high-level Python web framework that encourages rapid development and clean, pragmatic design. | ======
Django
======
Django is a high-level Python web framework that encourages rapid development
and clean, pragmatic design. Thanks for checking it out.
All documentation is in the "``docs``" directory and online at
https://docs.djangoproject.com/en/stable/. If you're just getting started,
here's how we recommend ... | null | Django Software Foundation <foundation@djangoproject.com> | null | null | null | BSD-3-Clause | null | https://pypi.org/project/Django/ | https://pypi.org/project/Django/ | >=3.12 | [
"asgiref>=3.9.1",
"sqlparse>=0.5.0",
"tzdata; sys_platform == \"win32\"",
"argon2-cffi>=23.1.0; extra == \"argon2\"",
"bcrypt>=4.1.1; extra == \"bcrypt\""
] | 5 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Web Environment",
"Framework :: Django",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Pr... | null | 438 | 2010-05-17T20:04:28.174094Z | 2026-07-22T20:07:51.603498Z | null | false | null | 2026-08-03T21:30:09.269371+00:00 | c0pfxUySg7oI3iGbu | YMiIjM9yYTvh0VTxJ |
Flask | 3.1.3 | A simple framework for building complex web applications. | <div align="center"><img src="https://raw.githubusercontent.com/pallets/flask/refs/heads/stable/docs/_static/flask-name.svg" alt="" height="150"></div>
# Flask
Flask is a lightweight [WSGI] web application framework. It is designed
to make getting started quick and easy, with the ability to scale up to
complex applic... | null | null | null | Pallets <contact@palletsprojects.com> | null | BSD-3-Clause | null | https://pypi.org/project/Flask/ | https://pypi.org/project/Flask/ | >=3.9 | [
"blinker>=1.9.0",
"click>=8.1.3",
"importlib-metadata>=3.6.0; python_version < \"3.10\"",
"itsdangerous>=2.2.0",
"jinja2>=3.1.2",
"markupsafe>=2.1.1",
"werkzeug>=3.1.0",
"asgiref>=3.2; extra == \"async\"",
"python-dotenv; extra == \"dotenv\""
] | 9 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Web Environment",
"Framework :: Flask",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Topic :: Internet :: WWW/HTTP :: Dynamic Content",
"Topic :: Internet :: WWW/HTTP :: WSGI",... | null | 64 | 2010-04-16T14:29:37.458396Z | 2026-02-19T05:00:57.678803Z | null | false | null | 2026-08-03T21:30:09.326461+00:00 | c0pfxUySg7oI3iGbu | YMiIjM9yYTvh0VTxJ |
fastapi | 0.141.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | <p align="center">
<a href="https://fastapi.tiangolo.com"><img src="https://fastapi.tiangolo.com/img/logo-margin/logo-teal.png" alt="FastAPI"></a>
</p>
<p align="center">
<em>FastAPI framework, high performance, easy to learn, fast to code, ready for production</em>
</p>
<p align="center">
<a href="https://github... | null | Sebastián Ramírez <tiangolo@gmail.com> | null | null | null | MIT | null | https://pypi.org/project/fastapi/ | https://pypi.org/project/fastapi/ | >=3.10 | [
"starlette>=0.46.0",
"pydantic>=2.9.0",
"typing-extensions>=4.8.0",
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"httpx<1.0.0,>=0.23.0; extra == \"standard\"",
"jinja2>=3.1.5; extra == \"standard\"... | 32 | [
"Development Status :: 4 - Beta",
"Environment :: Web Environment",
"Framework :: AsyncIO",
"Framework :: FastAPI",
"Framework :: Pydantic",
"Framework :: Pydantic :: 2",
"Intended Audience :: Developers",
"Intended Audience :: Information Technology",
"Intended Audience :: System Administrators",
... | null | 317 | 2018-12-08T08:14:13.103167Z | 2026-07-29T17:18:05.568608Z | null | false | null | 2026-08-03T21:30:09.364115+00:00 | c0pfxUySg7oI3iGbu | YMiIjM9yYTvh0VTxJ |
tornado | 6.5.7 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | Tornado Web Server
==================
.. image:: https://badges.gitter.im/Join%20Chat.svg
:alt: Join the chat at https://gitter.im/tornadoweb/tornado
:target: https://gitter.im/tornadoweb/tornado?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge
`Tornado <http://www.tornadoweb.org>`_ is ... | Facebook | python-tornado@googlegroups.com | null | null | Apache-2.0 | null | http://www.tornadoweb.org/ | https://pypi.org/project/tornado/ | https://pypi.org/project/tornado/ | >=3.9 | [] | 0 | [
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"Programming Language :: Python :: 3.9",
... | null | 83 | 2010-05-18T11:03:55.382441Z | 2026-06-08T17:34:51.232654Z | null | false | null | 2026-08-03T21:30:09.436968+00:00 | c0pfxUySg7oI3iGbu | YMiIjM9yYTvh0VTxJ |
sanic | 25.12.1 | A web server and web framework that's written to go fast. Build fast. Run fast. | .. image:: https://raw.githubusercontent.com/sanic-org/sanic-assets/master/png/sanic-framework-logo-400x97.png
:alt: Sanic | Build fast. Run fast.
Sanic | Build fast. Run fast.
=============================
.. start-badges
.. list-table::
:widths: 15 85
:stub-columns: 1
* - Build
- | |Tests|
... | Sanic Community | admhpkns@gmail.com | null | null | MIT | null | http://github.com/sanic-org/sanic/ | https://pypi.org/project/sanic/ | https://pypi.org/project/sanic/ | >=3.10 | [
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"docutils; extra == \"dev\"",
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bottle | 0.13.4 | Fast and simple WSGI-framework for small web-applications. | Marcel Hellkamp | marc@gsites.de | null | null | MIT | null | http://bottlepy.org/ | https://pypi.org/project/bottle/ | https://pypi.org/project/bottle/ | null | [] | 0 | [
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"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python... | null | 85 | 2009-07-07T02:55:02.936693Z | 2025-06-15T10:08:59.439923Z | null | false | null | 2026-08-03T21:30:09.511715+00:00 | c0pfxUySg7oI3iGbu | YMiIjM9yYTvh0VTxJ | |
starlette | 1.3.1 | The little ASGI library that shines. | <p align="center">
<picture>
<source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/Kludex/starlette/main/docs/img/starlette_dark.svg" width="420px">
<source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/Kludex/starlette/main/docs/img/starlette... | null | Tom Christie <tom@tomchristie.com> | null | Marcelo Trylesinski <marcelotryle@gmail.com> | null | BSD-3-Clause | null | https://pypi.org/project/starlette/ | https://pypi.org/project/starlette/ | >=3.10 | [
"anyio<5,>=3.6.2",
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"itsdangerous; extra == \"full\"",
"jinja2; extra == \"full\"",
"python-multipart>=0.0.18; extra == \"full\"",
"pyyaml; extra == \"full\""
] | 8 | [
"Development Status :: 3 - Alpha",
"Environment :: Web Environment",
"Framework :: AnyIO",
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"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming ... | null | 197 | 2018-06-25T13:13:07.859399Z | 2026-06-12T09:23:11.602344Z | null | false | null | 2026-08-03T21:30:09.549103+00:00 | c0pfxUySg7oI3iGbu | YMiIjM9yYTvh0VTxJ |
pyramid | 2.1 | The Pyramid Web Framework, a Pylons project | Pyramid
=======
.. image:: https://github.com/Pylons/Pyramid/actions/workflows/ci-tests.yml/badge.svg?branch=2.1-branch
:target: https://github.com/Pylons/Pyramid/actions/workflows/ci-tests.yml
:alt: 2.1-branch CI Status
.. image:: https://readthedocs.org/projects/pyramid/badge/?version=2.1-branch
... | null | "Chris McDonough, Agendaless Consulting" <pylons-discuss@googlegroups.com> | null | null | null | LicenseRef-Repoze-BSD-derived | null | https://pypi.org/project/pyramid/ | https://pypi.org/project/pyramid/ | >=3.10 | [
"hupper>=1.5",
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"venusian>=1.0",
"webob>=1.8.3",
"zope.deprecation>=3.5.0",
"zope.interface>=3.8.0"
] | 9 | [
"Development Status :: 6 - Mature",
"Framework :: Pyramid",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
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"Programming Language :: Python :: 3.11",
"Programmi... | web, wsgi, pylons, pyramid | 157 | 2010-11-05T09:07:00.257420Z | 2026-03-11T01:23:59.642857Z | null | false | null | 2026-08-03T21:30:09.620722+00:00 | c0pfxUySg7oI3iGbu | YMiIjM9yYTvh0VTxJ |
falcon | 4.3.1 | The ultra-reliable, fast ASGI+WSGI framework for building data plane APIs at scale. | .. image:: https://raw.githubusercontent.com/falconry/falcon/master/logo/banner.jpg
:align: center
:alt: Falcon logo
:target: https://falconframework.org/
:width: 100 %
|Build status| |Docs| |codecov.io| |PyPI package| |Python versions|
The Falcon Web Framework
========================
`Falcon <https://f... | null | Kurt Griffiths <mail@kgriffs.com> | null | null | null | Apache-2.0 | null | https://pypi.org/project/falcon/ | https://pypi.org/project/falcon/ | >=3.9 | [
"pytest; extra == \"test\""
] | 1 | [
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"Operating System :: MacOS :: MacOS X",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSI... | asgi, wsgi, web, api, framework, rest, http, cloud | 102 | 2013-01-22T22:50:01.399391Z | 2026-06-16T05:42:58.991547Z | null | false | null | 2026-08-03T21:30:09.682932+00:00 | c0pfxUySg7oI3iGbu | YMiIjM9yYTvh0VTxJ |
aiohttp | 3.14.3 | Async http client/server framework (asyncio) | ==================================
Async http client/server framework
==================================
.. image:: https://raw.githubusercontent.com/aio-libs/aiohttp/master/docs/aiohttp-plain.svg
:height: 64px
:width: 64px
:alt: aiohttp logo
|
.. image:: https://github.com/aio-libs/aiohttp/workflows/CI/bad... | null | null | null | aiohttp team <team@aiohttp.org> | Apache-2.0 AND MIT | null | null | https://pypi.org/project/aiohttp/ | https://pypi.org/project/aiohttp/ | >=3.10 | [
"aiohappyeyeballs>=2.5.0",
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"typing_extensions>=4.4; python_version < \"3.13\"",
"yarl<2.0,>=1.17.0",
"aiodns>=3.3.0; (sys_platform != \"android... | 13 | [
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"Program... | null | 312 | 2013-10-25T18:17:03.912408Z | 2026-07-23T01:57:27.037320Z | null | false | null | 2026-08-03T21:30:09.903492+00:00 | c0pfxUySg7oI3iGbu | YMiIjM9yYTvh0VTxJ |
numpy | 2.5.1 | Fundamental package for array computing in Python | <h1 align="center">
<img src="https://raw.githubusercontent.com/numpy/numpy/main/branding/logo/primary/numpylogo.svg" width="300">
</h1><br>
[](
https://numfocus.org)
[![PyPI Downloads](https://... | Travis E. Oliphant et al. | null | null | NumPy Developers <numpy-discussion@python.org> | null | BSD-3-Clause AND 0BSD AND MIT AND Zlib AND CC0-1.0 | null | https://pypi.org/project/numpy/ | https://pypi.org/project/numpy/ | >=3.12 | [] | 0 | [
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"Operating System :: Unix",
"Programming Language :: C",
"Programming Langu... | null | 149 | 2006-12-02T02:07:43Z | 2026-07-04T17:08:00.933002Z | null | false | null | 2026-08-03T21:30:11.778483+00:00 | 0QLeqz8rakXS1Wzuz | bUM3HFUmQgPfSGgWq |
pandas | 3.0.5 | Powerful data structures for data analysis, time series, and statistics | <picture align="center">
<source media="(prefers-color-scheme: dark)" srcset="https://pandas.pydata.org/static/img/pandas_white.svg">
<img alt="Pandas Logo" src="https://pandas.pydata.org/static/img/pandas.svg">
</picture>
-----------------
# pandas: A Powerful Python Data Analysis Toolkit
| | |
| --- | --- |
| ... | null | The Pandas Development Team <pandas-dev@python.org> | null | null | BSD 3-Clause License
Copyright (c) 2008-2011, AQR Capital Management, LLC, Lambda Foundry, Inc. and PyData Development Team
All rights reserved.
Copyright (c) 2011-2026, Open source contributors.
Redistribution and use in source and binary forms, with or... | null | null | https://pypi.org/project/pandas/ | https://pypi.org/project/pandas/ | >=3.11 | [
"numpy>=1.26.0; python_version < \"3.14\"",
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"hypothesis>=6.116.0; extra == \"test\"",
"pytest<9.1,>=8.3.4; extra == \"test\"",
"pytest-xdist>=3.6.1; extr... | 84 | [
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"Programming Language :: Cython",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
... | null | 117 | 2009-12-25T23:58:31.560462Z | 2026-07-22T22:19:28.819607Z | null | false | null | 2026-08-03T21:30:11.848979+00:00 | 0QLeqz8rakXS1Wzuz | bUM3HFUmQgPfSGgWq |
scipy | 1.18.0 | Fundamental algorithms for scientific computing in Python | .. image:: https://raw.githubusercontent.com/scipy/scipy/main/doc/source/_static/logo.svg
:target: https://scipy.org
:width: 110
:height: 110
:align: left
.. image:: https://img.shields.io/badge/powered%20by-NumFOCUS-orange.svg?style=flat&colorA=E1523D&colorB=007D8A
:target: https://numfocus.org
.. image:: ... | null | null | null | SciPy Developers <scipy-dev@python.org> | Copyright (c) 2001-2002 Enthought, Inc. 2003, SciPy Developers.
All rights reserved.
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions
are met:
1. Redistributions of sourc... | null | null | https://pypi.org/project/scipy/ | https://pypi.org/project/scipy/ | >=3.12 | [
"numpy<2.8,>=2.0.0",
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"asv; extra == \"test\"",
"mpmath; extra == \"test\"",
"gmpy2; extra == \"test\"",
"threadpoolctl; extra == \"test\"",
"scikit-umfpack; ... | 40 | [
"Development Status :: 5 - Production/Stable",
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"License :: OSI Approved :: BSD License",
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"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Operating System :: POSIX :: Linux... | null | 107 | 2010-07-27T18:45:05.190402Z | 2026-06-19T15:01:43.456512Z | null | false | null | 2026-08-03T21:30:11.907660+00:00 | 0QLeqz8rakXS1Wzuz | bUM3HFUmQgPfSGgWq |
matplotlib | 3.11.1 | Python plotting package | [](https://pypi.org/project/matplotlib/)
[](https://anaconda.org/conda-forge/matplotlib)
[](https://pypi.org/project/matplotlib)
[![NUMFocus](https://im... | John D. Hunter, Michael Droettboom | Unknown <matplotlib-users@python.org> | null | null | License agreement for matplotlib versions 1.3.0 and later
=========================================================
1. This LICENSE AGREEMENT is between the Matplotlib Development Team
("MDT"), and the Individual or Organization ("Licensee") accessing and
otherwise using ma... | null | null | https://pypi.org/project/matplotlib/ | https://pypi.org/project/matplotlib/ | >=3.11 | [
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"cycler>=0.10",
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"numpy>=1.25",
"packaging>=20.0",
"pillow>=9",
"pyparsing>=3",
"python-dateutil>=2.7"
] | 9 | [
"Development Status :: 5 - Production/Stable",
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"Intended Audience :: Education",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: Python Software Foundation License",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming La... | null | 142 | 2006-01-09T14:02:01Z | 2026-07-18T03:39:46.630205Z | null | false | null | 2026-08-03T21:30:11.990132+00:00 | 0QLeqz8rakXS1Wzuz | bUM3HFUmQgPfSGgWq |
seaborn | 0.13.2 | Statistical data visualization | <img src="https://raw.githubusercontent.com/mwaskom/seaborn/master/doc/_static/logo-wide-lightbg.svg"><br>
--------------------------------------
seaborn: statistical data visualization
=======================================
[](https://pypi.org/project/seabo... | null | Michael Waskom <mwaskom@gmail.com> | null | null | null | null | null | https://pypi.org/project/seaborn/ | https://pypi.org/project/seaborn/ | >=3.8 | [
"numpy>=1.20,!=1.24.0",
"pandas>=1.2",
"matplotlib>=3.4,!=3.6.1",
"pytest ; extra == \"dev\"",
"pytest-cov ; extra == \"dev\"",
"pytest-xdist ; extra == \"dev\"",
"flake8 ; extra == \"dev\"",
"mypy ; extra == \"dev\"",
"pandas-stubs ; extra == \"dev\"",
"pre-commit ; extra == \"dev\"",
"flit ; e... | 22 | [
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"Programming Language :: Python :: 3.12",
"Programming Language :: Pyt... | null | 36 | 2013-10-28T22:27:52.869563Z | 2024-01-25T13:21:52.551420Z | null | false | null | 2026-08-03T21:30:12.021631+00:00 | 0QLeqz8rakXS1Wzuz | bUM3HFUmQgPfSGgWq |
statsmodels | 0.14.6 | Statistical computations and models for Python | .. image:: docs/source/images/statsmodels-logo-v2-horizontal.svg
:alt: Statsmodels logo
|PyPI Version| |Conda Version| |License| |Azure CI Build Status|
|Codecov Coverage| |Coveralls Coverage| |PyPI downloads| |Conda downloads|
About statsmodels
=================
statsmodels is a Python package that provides a com... | null | null | statsmodels Developers | pystatsmodels@googlegroups.com | BSD License | null | https://www.statsmodels.org/ | https://pypi.org/project/statsmodels/ | https://pypi.org/project/statsmodels/ | >=3.9 | [
"numpy<3,>=1.22.3",
"scipy!=1.9.2,>=1.8",
"pandas!=2.1.0,>=1.4",
"patsy>=0.5.6",
"packaging>=21.3",
"cython>=3.0.10; extra == \"build\"",
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"cython<4,>=3.0.10; extra == \"develop\"",
"setuptools_scm[toml]~=8.0; extra == \"develop\"",
"matplotlib>=3; extra == \... | 28 | [
"Development Status :: 4 - Beta",
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"Intended Audience :: Science/Research",
"License :: OSI Approved :: BSD License",
"Natural Language :: English",
"Operating System :: OS Independent",
"Programmin... | null | 41 | 2012-06-19T14:08:59.918143Z | 2025-12-05T23:15:24.013627Z | null | false | null | 2026-08-03T21:30:12.070769+00:00 | 0QLeqz8rakXS1Wzuz | bUM3HFUmQgPfSGgWq |
polars | 1.43.2 | Blazingly fast DataFrame library | <h1 align="center">
<a href="https://pola.rs">
<img src="https://raw.githubusercontent.com/pola-rs/polars-static/master/banner/polars_github_banner.svg" alt="Polars logo">
</a>
</h1>
<div align="center">
<a href="https://crates.io/crates/polars">
<img src="https://img.shields.io/crates/v/polars.svg" alt=... | null | Ritchie Vink <ritchie46@gmail.com> | null | null | Copyright (c) 2025 Ritchie Vink
Copyright (c) 2024 (Some portions) NVIDIA CORPORATION & AFFILIATES. All rights reserved.
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in ... | null | null | https://pypi.org/project/polars/ | https://pypi.org/project/polars/ | >=3.10 | [
"polars-runtime-32==1.43.2",
"polars-runtime-64==1.43.2; extra == \"rt64\"",
"polars-runtime-compat==1.43.2; extra == \"rtcompat\"",
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"numpy>=1.16.0; extra == \"numpy\"",
"pandas; extra == \"pandas\"",
"polars[pyarrow]; extra == \"pandas\"",
"pyarrow>=7... | 31 | [
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"Programming Language :: Python :: 3",
"Programming Language :: Python :: ... | dataframe, arrow, out-of-core | 429 | 2021-03-15T08:46:37.576964Z | 2026-08-01T06:28:30.872916Z | null | false | null | 2026-08-03T21:30:12.136767+00:00 | 0QLeqz8rakXS1Wzuz | bUM3HFUmQgPfSGgWq |
duckdb | 1.5.5 | DuckDB in-process database | <div align="center">
<picture>
<source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/duckdb/duckdb/refs/heads/main/logo/DuckDB_Logo-horizontal.svg">
<source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/duckdb/duckdb/refs/heads/main/logo/DuckD... | DuckDB Foundation | null | DuckDB Foundation | null | null | null | null | https://pypi.org/project/duckdb/ | https://pypi.org/project/duckdb/ | >=3.10.0 | [
"ipython; extra == \"all\"",
"fsspec; extra == \"all\"",
"numpy; extra == \"all\"",
"pandas; extra == \"all\"",
"pyarrow; extra == \"all\"",
"adbc-driver-manager; extra == \"all\""
] | 6 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Information Technology",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Langu... | DuckDB, Database, SQL, OLAP | 122 | 2019-05-08T11:11:29.054711Z | 2026-07-29T05:02:54.489268Z | null | false | null | 2026-08-03T21:30:12.217285+00:00 | 0QLeqz8rakXS1Wzuz | bUM3HFUmQgPfSGgWq |
sympy | 1.14.0 | Computer algebra system (CAS) in Python | # SymPy
[](https://pypi.python.org/pypi/sympy)
[](https://gitter.im/sympy/sympy?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)
[![Zenodo Badge](... | SymPy development team | sympy@googlegroups.com | null | null | BSD | null | https://sympy.org | https://pypi.org/project/sympy/ | https://pypi.org/project/sympy/ | >=3.9 | [
"mpmath<1.4,>=1.1.0",
"pytest>=7.1.0; extra == \"dev\"",
"hypothesis>=6.70.0; extra == \"dev\""
] | 3 | [
"License :: OSI Approved :: BSD License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Langu... | Math CAS | 67 | 2008-04-26T21:47:51Z | 2025-04-27T18:05:01.611132Z | null | false | null | 2026-08-03T21:30:12.244456+00:00 | 0QLeqz8rakXS1Wzuz | bUM3HFUmQgPfSGgWq |
scikit-learn | 1.9.0 | A set of python modules for machine learning and data mining | .. -*- mode: rst -*-
|GitHubActions| |Codecov| |CircleCI| |Nightly wheels| |Ruff| |PythonVersion| |PyPI| |DOI| |Benchmark|
.. |GitHubActions| image:: https://github.com/scikit-learn/scikit-learn/actions/workflows/unit-tests.yml/badge.svg?
:target: https://github.com/scikit-learn/scikit-learn/actions/workflows/uni... | null | null | null | scikit-learn developers <scikit-learn@python.org> | null | BSD-3-Clause | null | https://pypi.org/project/scikit-learn/ | https://pypi.org/project/scikit-learn/ | >=3.11 | [
"numpy>=1.24.1",
"scipy>=1.10.0",
"joblib>=1.4.0",
"narwhals>=2.0.1",
"threadpoolctl>=3.5.0",
"numpy>=1.24.1; extra == \"build\"",
"scipy>=1.10.0; extra == \"build\"",
"cython>=3.1.2; extra == \"build\"",
"meson-python>=0.17.1; extra == \"build\"",
"numpy>=1.24.1; extra == \"install\"",
"scipy>=... | 58 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Operating System :: Unix",
"Programming Language :: C",
"Programming Langu... | null | 75 | 2011-09-22T00:03:10.112867Z | 2026-06-02T11:54:32.706174Z | null | false | null | 2026-08-03T21:30:12.305012+00:00 | 0QLeqz8rakXS1Wzuz | bUM3HFUmQgPfSGgWq |
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