TradingAgents/orchestrator/live_mode.py

103 lines
3.9 KiB
Python

import asyncio
import logging
from datetime import datetime, timezone
from typing import List, Optional
from orchestrator.contracts.config_schema import CONTRACT_VERSION
from orchestrator.contracts.error_taxonomy import ReasonCode
logger = logging.getLogger(__name__)
class LiveMode:
"""
Triggers signal computation for a list of tickers and broadcasts
results via a callback (e.g., WebSocket send).
"""
def __init__(self, orchestrator):
self._orchestrator = orchestrator
@staticmethod
def _serialize_result(signal) -> dict:
return {
"direction": signal.direction,
"confidence": signal.confidence,
"quant_direction": signal.quant_signal.direction if signal.quant_signal else None,
"llm_direction": signal.llm_signal.direction if signal.llm_signal else None,
"timestamp": signal.timestamp.isoformat(),
}
@staticmethod
def _serialize_degradation(signal, data_quality: Optional[dict]) -> dict:
metadata = getattr(signal, "metadata", {}) or {}
return {
"degraded": bool(getattr(signal, "degrade_reason_codes", ())) or bool(data_quality),
"reason_codes": list(getattr(signal, "degrade_reason_codes", ()) or ()),
"source_diagnostics": metadata.get("source_diagnostics") or {},
}
@staticmethod
def _contract_version(signal) -> str:
metadata = getattr(signal, "metadata", {}) or {}
return getattr(signal, "contract_version", None) or metadata.get("contract_version") or CONTRACT_VERSION
def _serialize_signal(self, *, ticker: str, date: str, signal) -> dict:
metadata = getattr(signal, "metadata", {}) or {}
data_quality = metadata.get("data_quality")
degradation = self._serialize_degradation(signal, data_quality)
return {
"contract_version": self._contract_version(signal),
"ticker": ticker,
"date": date,
"status": "degraded_success" if degradation["degraded"] else "completed",
"result": self._serialize_result(signal),
"error": None,
"degradation": degradation,
"data_quality": data_quality,
}
@staticmethod
def _serialize_error(*, ticker: str, date: str, exc: Exception) -> dict:
reason_codes = []
if isinstance(exc, ValueError) and "both quant and llm signals are None" in str(exc):
reason_codes.append(ReasonCode.BOTH_SIGNALS_UNAVAILABLE.value)
return {
"contract_version": CONTRACT_VERSION,
"ticker": ticker,
"date": date,
"status": "failed",
"result": None,
"error": {
"code": "live_signal_failed",
"message": str(exc),
"retryable": False,
},
"degradation": {
"degraded": bool(reason_codes),
"reason_codes": reason_codes,
"source_diagnostics": {},
},
"data_quality": None,
}
async def run_once(self, tickers: List[str], date: Optional[str] = None) -> List[dict]:
"""
Compute combined signals for all tickers on the given date (default: today).
Returns list of signal dicts.
"""
if date is None:
date = datetime.now(timezone.utc).strftime("%Y-%m-%d")
results = []
for ticker in tickers:
try:
sig = await asyncio.to_thread(
self._orchestrator.get_combined_signal, ticker, date
)
results.append(self._serialize_signal(ticker=ticker, date=date, signal=sig))
except Exception as e:
logger.error("LiveMode: failed for %s %s: %s", ticker, date, e)
results.append(self._serialize_error(ticker=ticker, date=date, exc=e))
return results