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Database Sample Data Generator

This project is a Python script that generates sample data for a database based on a YAML configuration file. It can be used to populate a database with sample data for testing or development purposes.

Prerequisites

Before running the script, ensure you have the following installed:

  • Python (version 3.9 or higher)
  • Docker

Getting Started

  1. Clone this repository to your local machine:

    git clone https://github.com/your_username/database-sample-data-generator.git

  2. Navigate to the project directory:

    cd database-sample-data-generator

  3. Install the required Python packages:

    pip install -r requirements.txt

Configuration

  • Edit the database_config.yaml file to specify the database configuration and table definitions.
  • Ensure that the YAML file contains the necessary information such as database host, user, password, database name, table names, columns, data types, and the number of records to generate.

Running the Script

Using Docker

  1. Build the Docker image:

    docker build -t data-generator .

  2. Run the Docker container:

    docker run --rm -v $(pwd)/database_config.yaml:/app/database_config.yaml data-generator

Without Docker

  1. Ensure that PostgreSQL is running on your local machine or update the database configuration in the YAML file to point to a remote database server.

  2. Run the Python script:

    python python_script.py

License

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