import datetime from collections import deque from typing import Optional, Dict, Any class MessageBuffer: def __init__(self, max_length=100): self.messages = deque(maxlen=max_length) self.tool_calls = deque(maxlen=max_length) self.current_report = None self.final_report = None self.agent_status = { "Market Analyst": "pending", "Social Analyst": "pending", "News Analyst": "pending", "Fundamentals Analyst": "pending", "Bull Researcher": "pending", "Bear Researcher": "pending", "Research Manager": "pending", "Trader": "pending", "Risky Analyst": "pending", "Neutral Analyst": "pending", "Safe Analyst": "pending", "Portfolio Manager": "pending", } self.current_agent = None self.report_sections = { "market_report": None, "sentiment_report": None, "news_report": None, "fundamentals_report": None, "investment_plan": None, "trader_investment_plan": None, "final_trade_decision": None, } def add_message(self, message_type: str, content: str): timestamp = datetime.datetime.now().strftime("%H:%M:%S") self.messages.append((timestamp, message_type, content)) def add_tool_call(self, tool_name: str, args: Dict[str, Any]): timestamp = datetime.datetime.now().strftime("%H:%M:%S") self.tool_calls.append((timestamp, tool_name, args)) def update_agent_status(self, agent: str, status: str): if agent in self.agent_status: self.agent_status[agent] = status self.current_agent = agent def update_report_section(self, section_name: str, content: str): if section_name in self.report_sections: self.report_sections[section_name] = content self._update_current_report() def _update_current_report(self): latest_section = None latest_content = None for section, content in self.report_sections.items(): if content is not None: latest_section = section latest_content = content if latest_section and latest_content: section_titles = { "market_report": "Market Analysis", "sentiment_report": "Social Sentiment", "news_report": "News Analysis", "fundamentals_report": "Fundamentals Analysis", "investment_plan": "Research Team Decision", "trader_investment_plan": "Trading Team Plan", "final_trade_decision": "Portfolio Management Decision", } self.current_report = ( f"### {section_titles[latest_section]}\n{latest_content}" ) self._update_final_report() def _update_final_report(self): report_parts = [] if any( self.report_sections[section] for section in [ "market_report", "sentiment_report", "news_report", "fundamentals_report", ] ): report_parts.append("## Analyst Team Reports") if self.report_sections["market_report"]: report_parts.append( f"### Market Analysis\n{self.report_sections['market_report']}" ) if self.report_sections["sentiment_report"]: report_parts.append( f"### Social Sentiment\n{self.report_sections['sentiment_report']}" ) if self.report_sections["news_report"]: report_parts.append( f"### News Analysis\n{self.report_sections['news_report']}" ) if self.report_sections["fundamentals_report"]: report_parts.append( f"### Fundamentals Analysis\n{self.report_sections['fundamentals_report']}" ) if self.report_sections["investment_plan"]: report_parts.append("## Research Team Decision") report_parts.append(f"{self.report_sections['investment_plan']}") if self.report_sections["trader_investment_plan"]: report_parts.append("## Trading Team Plan") report_parts.append(f"{self.report_sections['trader_investment_plan']}") if self.report_sections["final_trade_decision"]: report_parts.append("## Portfolio Management Decision") report_parts.append(f"{self.report_sections['final_trade_decision']}") self.final_report = "\n\n".join(report_parts) if report_parts else None def reset(self): for agent in self.agent_status: self.agent_status[agent] = "pending" for section in self.report_sections: self.report_sections[section] = None self.current_report = None self.final_report = None self.messages.clear() self.tool_calls.clear() message_buffer = MessageBuffer()