generate_data.py

"""
Quick script to generate all synthetic telecommunications data
"""

import sys
sys.path.append('src')

from utils.synthetic_data_generator import main

if __name__ == "__main__":
    print("Starting Telecom Data Generation...")
    print("This will create realistic synthetic data for:")
    print("  - 100,000 customers")
    print("  - 1,000 cell towers")
    print("  - 3 years of historical data")
    print("\nEstimated time: 2-5 minutes\n")
    
    datasets = main()
    
    print("\n✅ Data generation complete!")
    print("Next steps:")
    print("  1. Explore the data in data/synthetic/")
    print("  2. Run data analysis notebooks")
    print("  3. Build ML models for churn prediction")