Synthetic Data Tools

Creates datasets suitable for performance testing. Data can be used to load databases or populate CSV files. The core schema definitions rely on Pydantic to provide rich annotations required to define the expected data domains.

For more information, see the presentation materials in Synthetic Data.

Contents:

• Installation
• Usage
• Context
  • Creating Valid Data
  • Creating Noisy Data
• Containers
  • Data Generator App
  • Model Definition
  • Schema Definition
  • Class Collaboration
• Synthetic Data Tool Components
  • base Module
  • synths Module
• Code
  • Schema
  • Data Generator App
• Future Directions
  • Strategic
  • Tactical

Indices and tables

• Index

• Module Index

• Search Page