Synthetic Data Generator

Goal

Generate realistic, comprehensive synthetic data for subject in a Jupyter notebook only after the applicable dataops synthetic-data operation preflight passes. Use example_data when the user supplies an existing data source, schema, or file to use as a strict reference for structure and patterns.

Inputs

• subject: Required. User query describing the subject for synthetic data generation.
• example_data: Optional. Free-form input describing an existing data source, schema, or file to use as a reference for structure and patterns.

Required steps

Step 0: Validate synthetic-data operation preflight