generate_datasets.py

#\!/usr/bin/env python3
from hypertension_cvd_generator import HypertensionCVDGenerator

datasets = [
    {'name': 'hypertension_cvd_africa_baseline_1000', 'n': 1000, 'prev': 0.30, 'seed': 42},
    {'name': 'hypertension_cvd_africa_large_5000', 'n': 5000, 'prev': 0.30, 'seed': 42},
    {'name': 'hypertension_cvd_africa_extra_large_10000', 'n': 10000, 'prev': 0.30, 'seed': 42},
    {'name': 'hypertension_cvd_africa_urban_high_risk_2000', 'n': 2000, 'prev': 0.42, 'seed': 42},
    {'name': 'hypertension_cvd_africa_test_2000', 'n': 2000, 'prev': 0.30, 'seed': 999},
]

print("="*70); print("GENERATING HYPERTENSION/CVD DATASETS"); print("="*70)
for ds in datasets:
    print(f"\n{'='*70}\nDataset: {ds['name']}\n{'='*70}")
    HypertensionCVDGenerator(seed=ds['seed']).generate_dataset(ds['n'], ds['prev'], f"{ds['name']}.csv")
print(f"\n{'='*70}\n✓ ALL DATASETS GENERATED\n{'='*70}")