DATAMIMIC Community Edition

Table of Contents

• Introduction
• Key Features
• Why Use DATAMIMIC?
• Getting Started
  • Prerequisites
  • Quick Start
• Examples and Demos
• Contributing
• License
• Support
• Connect with Us
• FAQ
• Acknowledgments

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Introduction

Welcome to DATAMIMIC Community Edition, the AI-powered platform that revolutionizes test data generation! By leveraging advanced AI and model-driven technologies, DATAMIMIC enables developers and testers to create realistic, scalable, and privacy-compliant test data with ease.

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Key Features

• 🧠 Model-Driven Data Generation: Utilize sophisticated algorithms to simulate real-world data scenarios.
• 🔮 AI-Powered Data Generation: Simulate real-world data scenarios using cutting-edge AI algorithms. (Like GANs, LLMs, and more)
• 🛡️ Data Privacy Compliance: Anonymize and pseudonymize data to meet GDPR and global data protection standards.
• 🚀 High Performance: Engineered for scalability to handle complex datasets efficiently.
• 🐍 Seamless Python Integration: Easily integrate with Python projects and manage dependencies.
• ⚙️ Extensibility: Customize and extend functionalities to suit your specific testing needs.

Note: The Community Edition focuses on core functionalities and does not include AI-powered features like automatic model generation. These advanced features are available in the Enterprise Edition.

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Why Use DATAMIMIC?

Traditional test data generation can be time-consuming and may compromise data privacy. DATAMIMIC addresses these challenges by:

• Reducing Time-to-Market: Quickly generate test data without manual intervention.
• Enhancing Test Coverage: Simulate diverse data scenarios for comprehensive testing.
• Ensuring Compliance: Maintain data privacy and comply with legal regulations.
• Improving Data Quality: Generate realistic data that mirrors production environments.

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Getting Started

Prerequisites

• Operating System: Windows, macOS, or Linux
• Python: Version 3.10 or higher
• uv Package Manager: Install from GitHub

Quick Start

Get up and running with DATAMIMIC in just a few steps!

1. Install uv Package Manager

   pip install uv

2. Clone the Repository

   git clone https://github.com/rapiddweller/datamimic.git
   cd datamimic

3. Install Dependencies

   uv sync

4. Run DATAMIMIC

   uv run datamimic --help

5. Explore Demos

   List available demos:

   uv run datamimic demo list

   Run a demo:

   uv run datamimic demo create demo-model
   uv run datamimic run ./demo-model/datamimic.xml

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Examples and Demos

Discover the capabilities of DATAMIMIC through our curated demos:

• Overview Generators: Explore available entities and generators.
• Demo Model: Generate data using built-in generators and custom datasets.
• Demo JSON/XML: Generate and export JSON and XML data.
• Demo Database: Connect to databases and perform read/write operations.

Find these and more in the datamimic_ce/demos directory.

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Contributing

We ❤️ contributions! Here's how you can help:

• Code Contributions: Submit pull requests for new features or bug fixes.
• Documentation: Improve existing docs or help with translations.
• Community Engagement: Join discussions and support other users.

Check out our Contribution Guidelines and Code of Conduct.

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License

DATAMIMIC is dual-licensed:

• 📄 Non-Commercial Use: Licensed under CC BY-NC-SA 4.0.
• 💼 Commercial Use: Contact us at info@rapiddweller.com for commercial licensing.

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Support

Need help or have questions? We're here for you!

• Issues: Open an issue on GitHub.
• Email: Reach out at support@rapiddweller.com.

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Connect with Us

Stay updated and connect with our community!

• 🌐 Website: www.datamimic.io
• 🏢 Rapiddweller: www.rapiddweller.com
• 💼 LinkedIn: rapiddweller
• 🐦 Twitter: @rapiddweller

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FAQ

Q: When will the Community Edition be fully available?

A: We are in the final stages of preparation. Stay tuned for updates in the coming weeks!

Q: Can I use DATAMIMIC for commercial purposes?

A: The Community Edition is for non-commercial use only. For commercial licensing, please contact info@rapiddweller.com.

Q: What Python versions are supported?

A: DATAMIMIC requires Python 3.10 or higher.

Q: How do I install uv?

A: Install uv using pip:

pip install uv

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Acknowledgments

A big thank you to all our contributors! Your efforts make DATAMIMIC possible.

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Don't forget to ⭐ star and 👀 watch this repository to stay updated!

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Legal Notices

For detailed licensing information, please see the LICENSE file.