Refactor Pipeline

[DannyGJdeJong]

Description

Please include a summary of the changes and the related issue. Please also include relevant motivation and context. List any dependencies that are required for this change.

• Python version update
  • Update all the pipeline components to run using Python 3.13
  • Update development version to Python 3.13
  • Update dependencies
• Schema refactor
  • The transform component now uses a common schema
  • The CLI uses the same common schema
• Transform component
  • Transform components are now merged between platforms
  • The timestamp of an event is now included in the hash
• Add CLI
  • Generate BigQuery schema definitions
  • Update the field hashes
  • Update table schemas
• Add a script to populate the firestore with dummy data for easy testing

Type of change

• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)

A full recompute of all hashes is required with this release