TradingAgents/cli/state.py

138 lines
5.3 KiB
Python

import datetime
from collections import deque
from typing import Optional, Dict, Any, Deque
from cli.models import AgentStatus
class MessageBuffer:
def __init__(self, max_length: int = 100) -> None:
self.messages: Deque = deque(maxlen=max_length)
self.tool_calls: Deque = deque(maxlen=max_length)
self.current_report = None
self.final_report = None
self.agent_status: Dict[str, AgentStatus] = {
"Market Analyst": AgentStatus.PENDING,
"Social Analyst": AgentStatus.PENDING,
"News Analyst": AgentStatus.PENDING,
"Fundamentals Analyst": AgentStatus.PENDING,
"Bull Researcher": AgentStatus.PENDING,
"Bear Researcher": AgentStatus.PENDING,
"Research Manager": AgentStatus.PENDING,
"Trader": AgentStatus.PENDING,
"Risky Analyst": AgentStatus.PENDING,
"Neutral Analyst": AgentStatus.PENDING,
"Safe Analyst": AgentStatus.PENDING,
"Portfolio Manager": AgentStatus.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) -> None:
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]) -> None:
timestamp = datetime.datetime.now().strftime("%H:%M:%S")
self.tool_calls.append((timestamp, tool_name, args))
def update_agent_status(self, agent: str, status: AgentStatus) -> None:
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) -> None:
if section_name in self.report_sections:
self.report_sections[section_name] = content
self._update_current_report()
def _update_current_report(self) -> None:
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) -> None:
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) -> None:
for agent in self.agent_status:
self.agent_status[agent] = AgentStatus.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()