import os import psutil class EnvironmentManager: def __init__(self): self.process = psutil.Process(os.getpid()) def get_resource_usage(self): """Monitor CPU and memory usage to ensure local operation stability.""" return { "cpu_percent": self.process.cpu_percent(interval=1), "memory_mb": self.process.memory_info().rss / (1024 * 1024) } def enforce_constraints(self, max_memory_mb=2048): """Emergency throttle if the system exceeds memory limits.""" usage = self.get_resource_usage() if usage["memory_mb"] > max_memory_mb: return "THROTTLE_REQUIRED: Memory ceiling reached." return "STABLE: Resources within sovereign limits."