# TradingAgents/graph/conditional_logic.py from tradingagents.agents.utils.agent_states import AgentState class ConditionalLogic: """Handles conditional logic for determining graph flow.""" def __init__(self, max_debate_rounds=1, max_risk_discuss_rounds=1): """Initialize with configuration parameters.""" self.max_debate_rounds = max_debate_rounds self.max_risk_discuss_rounds = max_risk_discuss_rounds def should_continue_market(self, state: AgentState): """Determine if market analysis should continue.""" messages = state["messages"] last_message = messages[-1] if last_message.tool_calls: return "tools_market" return "Msg Clear Market" def should_continue_social(self, state: AgentState): """Determine if social media analysis should continue.""" messages = state["messages"] last_message = messages[-1] if last_message.tool_calls: return "tools_social" return "Msg Clear Social" def should_continue_news(self, state: AgentState): """Determine if news analysis should continue.""" messages = state["messages"] last_message = messages[-1] if last_message.tool_calls: return "tools_news" return "Msg Clear News" def should_continue_fundamentals(self, state: AgentState): """Determine if fundamentals analysis should continue.""" messages = state["messages"] last_message = messages[-1] if last_message.tool_calls: return "tools_fundamentals" return "Msg Clear Fundamentals" def should_continue_debate(self, state: AgentState) -> str: """Determine if debate should continue.""" if ( state["investment_debate_state"]["count"] >= 2 * self.max_debate_rounds ): # 3 rounds of back-and-forth between 2 agents return "Research Manager" if state["investment_debate_state"]["current_response"].startswith("Bull"): return "Bear Researcher" return "Bull Researcher" def should_continue_risk_analysis(self, state: AgentState) -> str: """Determine if risk analysis should continue.""" if ( state["risk_debate_state"]["count"] >= 3 * self.max_risk_discuss_rounds ): # 3 rounds of back-and-forth between 3 agents return "Risk Judge" if state["risk_debate_state"]["latest_speaker"].startswith("Risky"): return "Safe Analyst" if state["risk_debate_state"]["latest_speaker"].startswith("Safe"): return "Neutral Analyst" return "Risky Analyst"