""" Shared application state for the web frontend. """ from dataclasses import dataclass, field from typing import Any, List, Optional @dataclass class AppState: """Singleton-ish shared state for the web application.""" memory_manager: Optional[Any] = None amd_optimizer: Optional[Any] = None pipeline: Optional[Any] = None broker: Optional[Any] = None model: Optional[Any] = None trainer: Optional[Any] = None broadcast_task: Optional[Any] = None connections: List[Any] = field(default_factory=list) model_status: str = "untrained" training_active: bool = False trading_active: bool = False logs: List[str] = field(default_factory=list) def add_log(self, message: str): """Add a log entry (capped at 500 lines).""" self.logs.append(message) if len(self.logs) > 500: self.logs = self.logs[-500:]