How I stopped worrying and learned (when it's ok to use) threading

Viewable at https://cmheisel.github.io/presentation-python-threading/

• About me
• Problem trying to solve
  • Writing multiple reports to Google spreadsheets
  • Doing that for multiple teams
  • Wanted execution time to be no longer than the longest API operation to write
• Sequential version
• Threading danger
• Threading naive version
• Threading version
• Bonus: asyncio version