Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "typing" keyword

python-jata 1.2
Typed json data
4 versions - Latest release: about 3 years ago - 1 dependent repositories - 30 downloads last month - 0 stars on GitLab.com - 2 maintainers
Top 5.2% on pypi.org
streamlit-pydantic 0.6.0
Auto-generate Streamlit UI from Pydantic Models & Dataclasses.
7 versions - Latest release: about 1 year ago - 1 dependent package - 8 dependent repositories - 5.08 thousand downloads last month - 310 stars on GitHub - 2 maintainers
autohooks-plugin-mypy 23.10.0
An autohooks plugin for python code static typing check with mypy
7 versions - Latest release: 7 months ago - 1 dependent repositories - 4.52 thousand downloads last month - 0 stars on GitHub - 3 maintainers
pydantic_numpy 5.0.2 💰
Pydantic Model integration of the NumPy array
19 versions - Latest release: about 10 hours ago - 189 thousand downloads last month - 24 stars on GitHub - 2 maintainers
Top 8.2% on pypi.org
pytgbot 5.5.1
Connect to the Telegram Bot API, receive and send Telegram messages.
63 versions - Latest release: over 2 years ago - 11 dependent repositories - 6.71 thousand downloads last month - 66 stars on GitHub - 2 maintainers
astypes 0.2.6
Infer types for AST nodes.
8 versions - Latest release: about 1 year ago - 1 dependent package - 198 downloads last month - 6 stars on GitHub - 2 maintainers
vivify 1.0.1
A Python library for using INI files to instantiate classes.
2 versions - Latest release: over 1 year ago - 20 downloads last month - 0 stars on GitHub - 2 maintainers
graphql-dsl 0.2.1 💰
Compose GraphQL queries by composing Python types!
5 versions - Latest release: almost 3 years ago - 1 dependent repositories - 52 downloads last month - 5 stars on GitHub - 2 maintainers
typetest 0.1.9
Test your typing speed without leaving the terminal.
9 versions - Latest release: over 2 years ago - 1 dependent repositories - 20 downloads last month - 24 stars on GitHub - 2 maintainers
better-typing 1.0
A better version of typing
2 versions - Latest release: over 1 year ago - 27 downloads last month - 1 stars on GitHub - 2 maintainers
mypy_baseline 0.7.1
Integrate mypy with existing codebase.
22 versions - Latest release: about 23 hours ago - 126 thousand downloads last month - 46 stars on GitHub - 1 maintainer
rio-ui 0.5.16
Build modern Websites and Apps just with Python
39 versions - Latest release: 2 days ago - 1.26 thousand downloads last month - 1 stars on GitHub - 4 maintainers
validated-dc 1.3.3
Dataclass with data validation.
22 versions - Latest release: over 3 years ago - 1 dependent repositories - 973 downloads last month - 13 stars on GitHub - 2 maintainers
keyflow 1.1.1
A small python library to simulate typing in the console and custom text formatting.
4 versions - Latest release: 10 months ago - 35 downloads last month - 2 stars on GitHub - 2 maintainers
Top 3.2% on pypi.org
flake8-pyi 24.4.1
A plugin for flake8 to enable linting .pyi stub files.
41 versions - Latest release: 21 days ago - 28 dependent packages - 579 dependent repositories - 130 thousand downloads last month - 71 stars on GitHub - 2 maintainers
Top 5.6% on pypi.org
typical 2.8.1
Typical: Python's Typing Toolkit.
113 versions - Latest release: about 1 year ago - 2 dependent packages - 18 dependent repositories - 1.79 thousand downloads last month - 182 stars on GitHub - 2 maintainers
Top 1.5% on pypi.org
types-futures 3.3.8 💰
Typing stubs for futures
16 versions - Latest release: over 2 years ago - 6 dependent packages - 108 dependent repositories - 503 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 1.2% on pypi.org
types-jinja2 2.11.9 💰
Typing stubs for Jinja2
14 versions - Latest release: over 2 years ago - 14 dependent packages - 208 dependent repositories - 831 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
types-typing-extensions 3.7.3 💰
Typing stubs for typing-extensions
4 versions - Latest release: about 3 years ago - 11 dependent packages - 4 dependent repositories - 67.2 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
qt-material-stubs 0.1.0 💰
Stubs for qt-material.
1 version - Latest release: about 2 years ago - 1 dependent repositories - 470 downloads last month - 4,048 stars on GitHub - 2 maintainers
Top 3.3% on pypi.org
types-maxminddb 1.5.0 💰
Typing stubs for maxminddb
5 versions - Latest release: over 2 years ago - 25 dependent repositories - 303 thousand downloads last month - 4,048 stars on GitHub - 2 maintainers
Top 2.0% on pypi.org
types-werkzeug 1.0.9 💰
Typing stubs for Werkzeug
19 versions - Latest release: over 2 years ago - 1 dependent package - 87 dependent repositories - 540 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
types-openssl-python 0.1.3 💰
Typing stubs for openssl-python
4 versions - Latest release: almost 3 years ago - 5 dependent repositories - 91.8 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 0.6% on pypi.org
types-pkg-resources 0.1.3 💰
Typing stubs for pkg_resources
4 versions - Latest release: almost 3 years ago - 84 dependent packages - 854 dependent repositories - 627 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
types-pathlib2 2.3.0 💰
Typing stubs for pathlib2
9 versions - Latest release: over 2 years ago - 5 dependent repositories - 93.9 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 3.1% on pypi.org
types-pyjwt 1.7.1 💰
Typing stubs for PyJWT
2 versions - Latest release: almost 3 years ago - 2 dependent packages - 3 dependent repositories - 112 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 1.0% on pypi.org
types-click 7.1.8 💰
Typing stubs for click
24 versions - Latest release: over 2 years ago - 68 dependent packages - 331 dependent repositories - 744 thousand downloads last month - 4,048 stars on GitHub - 2 maintainers
Top 4.1% on pypi.org
types-fb303 1.0.0 💰
Typing stubs for fb303
8 versions - Latest release: over 2 years ago - 5 dependent repositories - 93.3 thousand downloads last month - 4,048 stars on GitHub - 2 maintainers
Top 4.0% on pypi.org
types-backports-abc 0.5.2 💰
Typing stubs for backports_abc
8 versions - Latest release: over 2 years ago - 6 dependent repositories - 93.5 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
types-geoip2 3.0.0 💰
Typing stubs for geoip2
5 versions - Latest release: over 2 years ago - 25 dependent repositories - 219 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
types-orjson 3.6.2 💰
Typing stubs for orjson
5 versions - Latest release: over 2 years ago - 32 dependent packages - 282 dependent repositories - 326 thousand downloads last month - 4,048 stars on GitHub - 2 maintainers
Top 4.6% on pypi.org
types-routes 2.5.0 💰
Typing stubs for Routes
9 versions - Latest release: over 2 years ago - 3 dependent repositories - 93.3 thousand downloads last month - 4,048 stars on GitHub - 2 maintainers
Top 0.7% on pypi.org
types-backports 0.1.3 💰
Typing stubs for backports
4 versions - Latest release: almost 3 years ago - 31 dependent packages - 670 dependent repositories - 324 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
types-flask 1.1.6 💰
Typing stubs for Flask
10 versions - Latest release: over 2 years ago - 10 dependent packages - 87 dependent repositories - 440 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
types-jwt 0.1.3 💰
Typing stubs for jwt
4 versions - Latest release: almost 3 years ago - 4 dependent packages - 73 dependent repositories - 60.8 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 2.4% on pypi.org
types-itsdangerous 1.1.6 💰
Typing stubs for itsdangerous
9 versions - Latest release: over 2 years ago - 2 dependent packages - 20 dependent repositories - 143 thousand downloads last month - 4,048 stars on GitHub - 2 maintainers
Top 4.1% on pypi.org
types-scribe 2.0.0 💰
Typing stubs for scribe
5 versions - Latest release: over 2 years ago - 5 dependent repositories - 91 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 1.6% on pypi.org
types-attrs 19.1.0 💰
Typing stubs for attrs
6 versions - Latest release: almost 3 years ago - 6 dependent packages - 57 dependent repositories - 107 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 1.1% on pypi.org
types-enum34 1.1.8 💰
Typing stubs for enum34
18 versions - Latest release: over 2 years ago - 3 dependent packages - 594 dependent repositories - 210 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 1.9% on pypi.org
types-markupsafe 1.1.10 💰
Typing stubs for MarkupSafe
17 versions - Latest release: over 2 years ago - 1 dependent package - 150 dependent repositories - 852 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 2.4% on pypi.org
types-pymssql 2.1.0 💰
Typing stubs for pymssql
6 versions - Latest release: over 2 years ago - 2 dependent packages - 8 dependent repositories - 99 thousand downloads last month - 4,048 stars on GitHub - 2 maintainers
Top 2.6% on pypi.org
types-tornado 5.1.1 💰
Typing stubs for tornado
6 versions - Latest release: over 2 years ago - 1 dependent package - 11 dependent repositories - 103 thousand downloads last month - 4,048 stars on GitHub - 2 maintainers
Top 4.1% on pypi.org
types-kazoo 0.1.3 💰
Typing stubs for kazoo
4 versions - Latest release: almost 3 years ago - 5 dependent repositories - 93.3 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
blender-asset-tracer 1.5.1 💰
BAT parses Blend files and produces dependency information. After installation run `bat --help`
40 versions - Latest release: almost 3 years ago - 1 dependent repositories - 455 downloads last month - 17,490 stars on GitHub - 6 maintainers
crgeo 0.1.1 💰
Contains basic functionality for facilitating research on graph neural networks for autonomous dr...
4 versions - Latest release: 7 months ago - 39 downloads last month - 17,490 stars on GitHub - 4 maintainers
pyk3d 0.0.1 💰
Optional static typing for Python
1 version - Latest release: about 3 years ago - 1 dependent repositories - 13 downloads last month - 17,490 stars on GitHub - 2 maintainers
mypy-dev 1.11.0a1 💰
Optional static typing for Python
7 versions - Latest release: 9 days ago - 10.2 thousand downloads last month - 17,490 stars on GitHub - 2 maintainers
fhir-types 0.2.4 💰
Types for FHIR Resources
1 version - Latest release: over 2 years ago - 1 dependent repositories - 1.26 thousand downloads last month - 17,490 stars on GitHub - 4 maintainers
Top 9.6% on pypi.org
datetype 2024.2.28 💰
A type wrapper for the standard library `datetime` that supplies stricter checks, such as making ...
9 versions - Latest release: 2 months ago - 1 dependent package - 1 dependent repositories - 8.04 thousand downloads last month - 17,490 stars on GitHub - 2 maintainers
sunray 0.2.0
More robust ray
3 versions - Latest release: 11 days ago - 175 downloads last month - 1 stars on GitHub - 1 maintainer
Top 3.5% on pypi.org
woodwork 0.30.0
a data typing library for machine learning
60 versions - Latest release: 29 days ago - 10 dependent packages - 33 dependent repositories - 60.8 thousand downloads last month - 139 stars on GitHub - 11 maintainers
Top 7.7% on pypi.org
flake8-mypy-fork 20.5.1 💰
A plugin for flake8 integrating mypy (fork).
2 versions - Latest release: almost 4 years ago - 4 dependent packages - 6 dependent repositories - 113 downloads last month - 4,048 stars on GitHub - 2 maintainers
Top 3.0% on pypi.org
types-nmap 0.1.6 💰
Typing stubs for nmap
7 versions - Latest release: almost 3 years ago - 1 dependent package - 5 dependent repositories - 93.3 thousand downloads last month - 3,873 stars on GitHub - 1 maintainer
Top 0.1% on pypi.org
mypy 1.10.0 💰
Optional static typing for Python
115 versions - Latest release: 16 days ago - 4,763 dependent packages - 52,771 dependent repositories - 25.7 million downloads last month - 16,888 stars on GitHub - 14 maintainers
cresset 0.1.1 💰
Instantiate Python objects with Jsonnet
2 versions - Latest release: 4 months ago - 22 downloads last month - 17,490 stars on GitHub - 2 maintainers
affection 0.1.1 💰
Algebraic Effect for modern Python.
2 versions - Latest release: almost 2 years ago - 2 dependent repositories - 37 downloads last month - 1,543 stars on GitHub - 2 maintainers
Top 1.0% on pypi.org
typing 3.7.4 💰
Type Hints for Python
15 versions - Latest release: almost 5 years ago - 773 dependent packages - 16,192 dependent repositories - 8.81 million downloads last month - 1,543 stars on GitHub - 8 maintainers
Top 1.7% on pypi.org
typing-extensions 4.11.0 💰
Backported and Experimental Type Hints for Python 3.8+
35 versions - Latest release: about 1 month ago - 5,200 dependent packages - 120,765 dependent repositories - 411 million downloads last month - 378 stars on GitHub - 6 maintainers
types-pefile 2023.2.7.post0
Type stubs for pefile.
1 version - Latest release: 11 months ago - 157 downloads last month - 1 stars on GitHub - 2 maintainers
gloe 0.5.9
Gloe (pronounced /É¡loÊŠ/, like "glow") is a general-purpose library made to help developers create...
8 versions - Latest release: 13 days ago - 854 downloads last month - 11 stars on GitHub - 1 maintainer
basedpyright 1.12.0
static type checking for Python (but based)
25 versions - Latest release: 2 days ago - 10.1 thousand downloads last month - 412 stars on GitHub - 2 maintainers
Top 6.4% on pypi.org
runtype 0.4.2
Type dispatch and validation for run-time Python
35 versions - Latest release: 4 months ago - 4 dependent packages - 6 dependent repositories - 30.2 thousand downloads last month - 159 stars on GitHub - 1 maintainer
wordvariations 0.10
Generates possible typing errors from a given string (neighboring keys and switch letters)
1 version - Latest release: 9 months ago - 15 downloads last month - 0 stars on GitHub - 2 maintainers
Top 10.0% on pypi.org
prisma-client 0.2.1 💰
Prisma Client Python is an auto-generated and fully type-safe database client
7 versions - Latest release: over 2 years ago - 1 dependent repositories - 480 downloads last month - 1,620 stars on GitHub - 1 maintainer
prisma-pynext 0.8.14 💰
Prisma Client Python is an auto-generated and fully type-safe database client
13 versions - Latest release: 11 months ago - 1 dependent repositories - 94 downloads last month - 1,620 stars on GitHub - 2 maintainers
Top 2.0% on pypi.org
prisma 0.13.1 💰
Prisma Client Python is an auto-generated and fully type-safe database client
29 versions - Latest release: about 2 months ago - 14 dependent packages - 1,020 dependent repositories - 69.7 thousand downloads last month - 1,620 stars on GitHub - 1 maintainer
Top 5.4% on pypi.org
construct-typing 0.6.2
Extension for the python package 'construct' that adds typing features
17 versions - Latest release: 9 months ago - 19 dependent packages - 64 dependent repositories - 91.8 thousand downloads last month - 26 stars on GitHub - 1 maintainer
daffy 0.7.0
Function decorators for Pandas Dataframe column name and data type validation
10 versions - Latest release: 5 months ago - 1 dependent repositories - 880 downloads last month - 13 stars on GitHub - 2 maintainers
strictly-typed-pandas 0.3.1
Static type checking of pandas DataFrames
30 versions - Latest release: 2 days ago - 1 dependent package - 1 dependent repositories - 13.4 thousand downloads last month - 83 stars on GitHub - 2 maintainers
silberstral 0.2.3
Reveals the true shape of type vars
6 versions - Latest release: 10 months ago - 1 dependent package - 1 dependent repositories - 93 downloads last month - 0 stars on GitHub - 2 maintainers
Top 4.5% on pypi.org
in-n-out 0.2.1
plugable dependency injection and result processing
15 versions - Latest release: 17 days ago - 1 dependent package - 4 dependent repositories - 56.8 thousand downloads last month - 8 stars on GitHub - 1 maintainer
youtyper 0.1.0
A customizable command line touch typing tutor
3 versions - Latest release: almost 4 years ago - 1 dependent repositories - 28 downloads last month - 3 stars on GitHub - 2 maintainers
Top 5.7% on pypi.org
pytg 0.4.10
Connect to the Telegram CLI, receive and send Telegram messages.
9 versions - Latest release: about 8 years ago - 26 dependent repositories - 792 downloads last month - 369 stars on GitHub - 2 maintainers
no-string-hints 0.2.0 💰
A tool to automatically replace string literals in type annotations.
6 versions - Latest release: about 3 years ago - 1 dependent repositories - 46 downloads last month - 1 stars on GitHub - 2 maintainers
dequote-annotations 0.2.3 💰
A tool to automatically replace string literals in type annotations.
3 versions - Latest release: about 3 years ago - 1 dependent repositories - 35 downloads last month - 1 stars on GitHub - 2 maintainers
openapi-type 0.2.0 💰
OpenAPI Type
23 versions - Latest release: almost 2 years ago - 2 dependent repositories - 474 downloads last month - 11 stars on GitHub - 2 maintainers
homeassistant-stubs 2024.5.2
PEP 484 typing stubs for Home Assistant Core
531 versions - Latest release: 3 days ago - 12 dependent repositories - 6.55 thousand downloads last month - 11 stars on GitHub - 1 maintainer
Top 7.7% on pypi.org
flake8-pep585 0.1.7
flake8 plugin to enforce new-style type hints (PEP 585)
10 versions - Latest release: about 1 year ago - 4 dependent packages - 26 dependent repositories - 45.5 thousand downloads last month - 21 stars on GitHub - 1 maintainer
torch-conduit 0.4.2
Lightweight framework for dataloading with PyTorch and channeling the power of PyTorch Lightning
18 versions - Latest release: 2 months ago - 2 dependent repositories - 169 downloads last month - 11 stars on GitHub - 3 maintainers
topyn 0.7.0
TOPyN: Typed Opinionated PYthon Normalizer
9 versions - Latest release: almost 2 years ago - 1 dependent repositories - 91 downloads last month - 6 stars on GitHub - 2 maintainers
pithy 0.0.13
Pithy is a collection of utility libraries for Python 3.
11 versions - Latest release: about 4 years ago - 8 dependent repositories - 42 downloads last month - 5 stars on GitHub - 2 maintainers
mypy_clean_slate 0.3.4
CLI tool for providing a clean slate for mypy usage within a project.
17 versions - Latest release: about 2 months ago - 113 downloads last month - 21 stars on GitHub - 2 maintainers
sain 0.0.6
Standard Rust core types implementations for Python.
5 versions - Latest release: 4 days ago - 1 dependent repositories - 30 downloads last month - 0 stars on GitHub - 1 maintainer
Top 7.9% on pypi.org
xtyping 0.8.2
xtyping = typing + typing_extensions
24 versions - Latest release: 3 months ago - 6 dependent packages - 4 dependent repositories - 22.3 thousand downloads last month - 22 stars on GitHub - 2 maintainers
runtime-typing 1.0.0
Checking typing type hints at runtime.
2 versions - Latest release: about 2 years ago - 1 dependent repositories - 58 downloads last month - 2 stars on GitHub - 2 maintainers
typeright 0.1.0
Add type annotations to your source code
1 version - Latest release: about 1 year ago - 35 downloads last month - 2 maintainers
pyvlang 0.0.2
A Binding that let vlang libraries be usable with python
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 11 downloads last month - 2 maintainers
Top 2.4% on pypi.org
pyserde 0.16.1
Yet another serialization library on top of dataclasses
76 versions - Latest release: 11 days ago - 18 dependent packages - 37 dependent repositories - 161 thousand downloads last month - 609 stars on GitHub - 1 maintainer
Top 3.4% on pypi.org
deal 4.24.4
**Deal** is a Python library for [design by contract][wiki] (DbC) programming.
66 versions - Latest release: about 2 months ago - 7 dependent packages - 28 dependent repositories - 28.5 thousand downloads last month - 691 stars on GitHub - 2 maintainers
typed-flags 0.1.4
Typed Flags
5 versions - Latest release: over 3 years ago - 1 dependent repositories - 46 downloads last month - 1 maintainer
typecheck 0.3.5
A runtime type-checking module for Python
13 versions - Latest release: almost 18 years ago - 4 dependent repositories - 78 downloads last month - 4 maintainers
Top 7.8% on pypi.org
sphinx-docstring-typing 0.0.4
Typing annotations in sphinx docstrings.
4 versions - Latest release: over 5 years ago - 13 dependent repositories - 848 downloads last month - 4 maintainers
typeenforcer 1.5.0
enforce python type hints
6 versions - Latest release: about 1 year ago - 53 downloads last month - 0 stars on GitHub - 2 maintainers
jk_typing 0.2024.1.3
This module provides capabilities for type checking function arguments. (NOTE: A full type check ...
10 versions - Latest release: 4 months ago - 4.42 thousand downloads last month - 0 stars on GitHub - 1 maintainer
teext 0.1.9
Typing extensions extensions
10 versions - Latest release: over 1 year ago - 1 dependent package - 4 dependent repositories - 357 downloads last month - 2 stars on GitHub - 1 maintainer
meningotype 0.8.5
In silico serotyping and finetyping (porA and fetA) of Neisseria meningitidis
3 versions - Latest release: almost 3 years ago - 1 dependent repositories - 29 downloads last month - 9 stars on GitHub - 2 maintainers
strictus-dictus 0.0.12
Strictus Dictus
11 versions - Latest release: over 5 years ago - 1 dependent repositories - 94 downloads last month - 0 stars on GitHub - 2 maintainers
jsonloader 0.9.1
No more boilerplate to check and build a Python object from JSON.
8 versions - Latest release: about 1 year ago - 1 dependent package - 1 dependent repositories - 158 downloads last month - 3 stars on GitHub - 2 maintainers
pytypest 1.0.1
Type-safe and maintainable fixtures and parametrization for pytest.
3 versions - Latest release: 7 months ago - 571 downloads last month - 57 stars on GitHub - 2 maintainers
Top 1.1% on pypi.org
pytype 2024.4.11
Python type inferencer
202 versions - Latest release: 28 days ago - 70 dependent packages - 605 dependent repositories - 465 thousand downloads last month - 4,533 stars on GitHub - 6 maintainers
Related Keywords
python 221 types 74 mypy 48 python3 43 stub 39 annotations 37 json 30 type 30 validation 27 type-hints 21 stubs 20 pydantic 18 linter 17 typechecker 17 serialization 16 typed 16 pep484 15 type-annotations 14 dataclasses 14 typehints 13 dataclass 13 api 12 yaml 11 static-typing 11 schema 11 hints 11 parsing 10 static-analysis 9 function 9 hinting 9 test 9 terminal 9 flake8 9 python-typing 9 cli 9 pep561 9 deserialization 8 game 8 python37 8 serde 8 toml 8 pyright 8 pylance 8 typechecking 8 typehinting 8 checking 8 pytype 8 type-stubs 8 type-checking 7 checker 7 python-types 7 plugin 7 pyre 7 runtime 7 asyncio 7 parser 7 hacktoberfest 7 curses 7 testing 7 decorator 7 decorators 7 json-schema 7 dict 6 keyboard 6 backport 6 functional-programming 6 reflection 6 pandas 6 console 6 python38 5 python36 5 pytorch 5 type annotations 5 wpm 5 sqlite 5 utilities 5 tools 5 attrs 5 pypi 5 data 5 python39 4 qa 4 python310 4 pytest 4 stubs-only 4 bot 4 python-library 4 docstrings 4 library 4 classes 4 postgresql 4 database 4 mysql 4 orm 4 video 4 messagepack 4 validator 4 type-safety 4 deep-learning 4 machine-learning 4