ORE Studio Synthetic Data Component

Provides core functionality for generating synthetic DQ data catalogs for ORE Studio.

Component Architecture

Diagram:

Synthetic Data Generation Component Diagram

Figure 1: ORE Studio Synthetic Data Component Diagram

This module provides infrastructure for generating synthetic data catalogs for Data Quality (DQ) testing and development purposes. Key features include:

  • Synthetic catalog generation: Create realistic test data structures
  • DQ integration: Compatible with ores.dq component catalog formats
  • Pattern-based generation: Support for various data types and patterns
  • Test data support: Enable development without exposing sensitive information

The module is organized into namespaces: domain (core entities for synthetic data generation), service (generation logic), and generators (test data factories).

Domain Types

Type Description
stub Placeholder type to be replaced during development

Dependencies

Component Description
ores.dq Data Quality component for catalog structures
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