import json from typing import List, Dict, Any class DataProcessor: def __init__(self): self.data = [] def load_from_file(self, filepath: str): with open(filepath, 'r') as f: self.data = json.load(f) return self def filter_by_key(self, key: str, value: Any) -> List[Dict]: return [item for item in self.data if item.get(key) == value] def calculate_average(self, key: str) -> float: values = [item[key] for item in self.data if key in item] if not values: return 0.0 return sum(values) / len(values) def save_results(self, filepath: str, results: List[Dict]): with open(filepath, 'w') as f: json.dump(results, f, indent=2)