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MoFin/scripts/inject_xiaoguo_insight.py
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#!/usr/bin/env python3
"""inject_xiaoguo_insight.py — 将小果情感分析结果注入 market.json
时序:market_watch(15:30) → market_insight(15:35) → xiaoguo_analyst(16:00) → 本脚本(16:05)
读取 xiaoguo_insights.json 的情感分析结果,注入到 market.json 的 insights 字段
"""
import json
from datetime import datetime
from pathlib import Path
DATA_DIR = Path(__file__).parent.parent / "data"
def inject():
market_path = DATA_DIR / "market.json"
xiaoguo_path = DATA_DIR / "xiaoguo_insights.json"
if not xiaoguo_path.exists():
print("xiaoguo_insights.json 不存在,跳过")
return
with open(xiaoguo_path, "r", encoding="utf-8") as f:
xiaoguo = json.load(f)
analyses = xiaoguo.get("analyses", [])
if not analyses:
print("小果分析为空,跳过")
return
with open(market_path, "r", encoding="utf-8") as f:
market = json.load(f)
insights = market.get("insights", [])
# 注入情感分析结果
for a in analyses:
name = a.get("name", "")
sentiment = a.get("sentiment", "neutral")
confidence = a.get("confidence", 0)
brief = a.get("brief", "")
sentiment_emoji = {"positive": "", "negative": "", "neutral": ""}.get(
sentiment, ""
)
label = {"positive": "利好", "negative": "利空", "neutral": "中性"}.get(
sentiment, "中性"
)
if brief:
insights.append(
f"[小果]{name}: {label}(置信度{confidence:.0%}) — {brief}"
)
market["insights"] = insights
market["xiaoguo_timestamp"] = xiaoguo.get("timestamp", "")
with open(market_path, "w", encoding="utf-8") as f:
json.dump(market, f, ensure_ascii=False, indent=2)
print(f"注入{len(analyses)}条小果分析到 market.json")
if __name__ == "__main__":
inject()