python_notes.md

Python

Pydantic

https://pydantic-xml.readthedocs.io/en/latest/

pydantic-xml extension

Microsoft tooling

Microsoft Graph API

• https://towardsdatascience.com/querying-microsoft-graph-api-with-python-269118e8180c
• https://keathmilligan.net/automate-your-work-with-msgraph-and-python

AWS

Lambda

• https://levelup.gitconnected.com/using-poetry-with-serverless-framework-to-deploy-python-lambda-functions-8dd424727a03
• https://towardsaws.com/how-to-deploy-python-packages-for-aws-lambda-with-layers-acb70e75a3df

General Tooling

Ruff - Rust-based Python Linter

pyproject.toml

GUIs

• Textual - https://textual.textualize.io/
• Beeware Briefcase - https://beeware.org

UV Notes

• Using uv to add dependencies into a script - https://thisdavej.com/share-python-scripts-like-a-pro-uv-and-pep-723-for-easy-deployment/

uv add --script wordlookup.py httpx

# Use the following shebang to run the script
#!/usr/bin/env -S uv run --quiet

Tips

• Merging multiple decorators - https://stackoverflow.com/a/5409569/886938 and https://adamj.eu/tech/2020/04/01/how-to-combine-two-python-decorators/

  # Example from StackOverflow link
  def composed(*decs):
      def deco(f):
          for dec in reversed(decs):
              f = dec(f)
          return f
      return deco
  
  # Then
  
  @composed(dec1, dec2)
  def some(f):
      pass
  
  # is equivalent to
  
  @dec1
  @dec2
  def some(f):
      pass
  
  ###############################################################
  # Example from Adam Johnson link
  @require(methods=["GET", "POST"], login=False)
  def blog(request):
  
  def require(methods=("GET", "POST"), login=True):
      def decorator(func):
          wrapped = func
          if methods is not None:
              wrapped = require_http_methods(methods)(func)
          if login:
              wrapped = login_required(func)
          return wrapped
  
      return decorator

Modules

Data Related

• srsly - json/yaml/etc serialization from Ines at ExplosionAI