import json
from pathlib import Path
from src.predict import predict_next7d_occupancy

cases = json.loads((Path(__file__).parent / "examples/sample_cases.json").read_text(encoding="utf-8"))
for name, features in cases.items():
    result = predict_next7d_occupancy(features)
    print(name, ':', result['predicted_next_7d_occupancy_percent'], '%', '| model:', result['model_name'])