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A powerful tool for generating mock data and APIs

Project description

Ghost Your BE 🚀

A powerful tool for generating mock data and APIs, designed to streamline frontend development and testing workflows.

Python Version License Code style: black

✨ Features

  • Schema-based Data Generation: Generate realistic mock data from YAML schema definitions
  • Database Integration: Direct data insertion into MySQL, MongoDB, and other databases
  • API Mocking: Create mock APIs for frontend development
  • API Comparison: Compare mock APIs with real endpoints
  • Smart Data Generation: Support for Vietnamese data types (names, addresses, phone numbers)
  • Flexible Output: Export data to JSON, CSV, or directly to databases

🚀 Quick Start

Installation

# Using Poetry (recommended)
poetry install

# Or using pip
pip install ghost-your-be

Basic Usage (if you not development, just remove "poetry run" before run command)

  1. Generate Data from Schema:
poetry run ghost-your-be generate \
  --schema schema.yml \
  --count 10 \
  --db-url mysql+pymysql://user:pass@localhost:3306/db \
  --table users \
  --drop-table
  1. Create Mock API:
poetry run ghost-your-be mock-api \
  --schema schema.yml \
  --port 8000
  1. Compare APIs:
poetry run ghost-your-be compare \
  --mock http://localhost:8000/mock/users \
  --real http://api.example.com/users

📝 Schema Definition

Create a schema.yml file to define your data structure:

tables:
  users:
    fields:
      id: { type: integer, primary_key: true }
      name: { type: string, faker: vietnam_name }
      phone: { type: string, faker: vietnam_phone }
      address: { type: string, faker: vietnam_address }

🔧 Configuration

Database URLs

  • MySQL:
mysql+pymysql://user:password@host:port/database
  • MongoDB:
mongodb://user:password@host:port/database

Command Line Options

Option Description Default
--schema Path to schema YAML file Required
--count Number of rows to generate 5
--db-url Database connection URL None
--table Table/collection name None
--output Output file (JSON/CSV) None
--drop-table Drop table before insert False

🛠️ Development

Prerequisites

  • Python 3.8+
  • Poetry (for dependency management)
  • MySQL/MongoDB (for database features)

Setup Development Environment

# Clone the repository
git clone https://github.com/yourusername/ghost-your-be.git
cd ghost-your-be

# Install dependencies
poetry install

# Activate virtual environment
poetry shell

Running Tests

poetry run pytest

📚 API Reference

Mock API Endpoints

  • GET /mock/{endpoint}: Generate mock data for specified endpoint
    • Query Parameters:
      • count: Number of records to generate (default: 5)

Data Generation

The tool supports various data types and faker providers:

  • vietnam_name: Vietnamese names
  • vietnam_phone: Vietnamese phone numbers
  • vietnam_address: Vietnamese addresses
  • Custom faker providers can be added

🤝 Contributing

  1. Fork the repository
  2. Create your feature branch (git checkout -b feature/amazing-feature)
  3. Commit your changes (git commit -m 'Add amazing feature')
  4. Push to the branch (git push origin feature/amazing-feature)
  5. Open a Pull Request

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

🙏 Acknowledgments

📞 Support

For support, please open an issue in the GitHub repository or contact the maintainers.


Made with ❤️ by [Doi Tuyen]

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