Python libraries
We have tested the following frameworks and libraries with Python 3.8, 3.9, 3.10 and 3.11.
1. Web Frameworks & HTTP Handling:
- FastAPI
- Flask
- Django
- Gunicorn
- Uvicorn
- Httpx
- Uritemplate
- Whitenoise
- Werzeug
2. HTTP Requests and API Clients:
- Requests
- Boto3
- Botocore
- CoreAPI
- Jmespath
- Urllib3
3. I/O, Filesystem & Serialization:
- Pickleshare
- Pathlib2
- Jsonschema
- Ujson
- Pathspec
- Pycparser
- Pexcept
4. Databases and ORM:
- Sqlalchemy
- Psycopg2
- Sqlite
- Dj-database-url
5. Concurrency & Async Libraries:
- Asyncio
- Threading
- Subprocess
- Uvicorn
- Uvloop
- Ptyprocess
6. Time & Scheduling:
- Arrow
- Dateutil
- Time
7. Math, Data, and Scientific:
- Numpy
- Pandas
- Ddsketch
8. Parsing, AST, and Tokens:
- Ast
- Astokens
- Astroid
- Parso
- Py
9. Logging, Instrumentation, and Monitoring:
- Ddtrace
- Opentelemetry
10. Security & Cryptography:
- Cryptography
- Openssl
- Certifi
- Ssl
11. Configuration, Parsing & Serialization:
- Toml
- Pickleshare
- Ujson
12. Dependency Management:
- Packaging
- Appdirs
13. Web Utilities, HTML, and Templating:
- Jinja2
- Markupsafe
- Pillow
- Nameparser
14. Decorators, Proxies, and Adapters:
- Decorator
- Cattrs
- lazy-object-proxy
- Wrapt
15. Linting & Code Formatting:
- Flake8
- Black
- Isort
16. Utility & Helper Libraries:
- Click
- Attrs
- Pyrsistent
- Six
- Exceptiongroups
- Backoff
- Itsdangerous
17. Miscellaneous:
- Bytecode
- Idna
- user-agents
- Uaparser
- Pydantic
- Pytz
- Regex