Yes. DATAMIMIC CE can model relational constraints including foreign keys, composite keys, parent/child relationships, cardinalities and uniqueness, and generate the corresponding data across the supported relational databases. The authoring api is already configured the way it is guiding the agent to model the existing relationship;ationship right.
There is always pace for improvement and automate more.
In our EE Platform we have a separate Service what is dealing with project environments, Schema scanning, recommendation pipelines ( for PII scanning and recommending Converters, Generators ) and build a DATAMIMIC model based on this.
In the CE we only have the parsing and execution engine of the models.
We've just released DATAMIMIC Community Edition under the MIT license. It's a Python-based platform for generating realistic test data using a model-driven approach, originally developed for enterprise clients who needed to handle complex data structures while maintaining GDPR compliance.
Core features:
Model-driven architecture using XML configs
Built-in data anonymization and pseudonymization
Support for JSON/XML/CSV/RDBMS/MongoDB
High-performance Python core (3.10+)
Extensible through custom generators
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