MSAT Quality Dashboard

This project generates synthetic data for MSAT (Manufacturing Science and Technology) quality dashboards.

Setup

1. Clone the repository (if not already done)

   git clone <repository-url>
   cd MSAT_quality_dashboard
   

2. Set up the Python environment

   # The virtual environment is already created
   source venv/bin/activate
   

3. Install dependencies (already done, but if needed)

   pip install -r requirements.txt
   

Usage

Option 1: Using the convenience script

./run_script.sh

Option 2: Manual activation

source venv/bin/activate
python data/scripts/generate_synthetic_data.py

Output

The script generates the following CSV files:

• lots_large.csv - Production lot data
• qc_results_large.csv - Quality control test results
• deviations_large.csv - Deviation and CAPA data
• data_dictionary_large.csv - Data dictionary

Requirements

• Python 3.8+
• pandas >= 1.5.0
• numpy >= 1.21.0