import json
import sys

def analyze_trades(file_path):
    try:
        with open(file_path, 'r', encoding='utf-8') as f:
            trades = json.load(f)
    except Exception as e:
        print(f"Error reading file: {e}")
        return

    print(f"Analyzing {len(trades)} trades...")
    
    tp_losses = []
    sync_exits = []
    
    for t in trades:
        pnl = t.get('盈亏', 0)
        reason = t.get('离场原因', '')
        duration = t.get('持仓时长分钟')
        
        if reason == 'take_profit' and pnl < 0:
            tp_losses.append(t)
            
        if reason == 'sync' and duration == 0:
            sync_exits.append(t)
            
    print("\n[Anomalies 1: Negative PnL with 'take_profit' reason]")
    for t in tp_losses:
        print(f"ID: {t.get('交易ID')} | Symbol: {t.get('交易对')} | Side: {t.get('方向')} | "
              f"Entry: {t.get('入场价')} | Exit: {t.get('出场价')} | "
              f"PnL: {t.get('盈亏')} | TP Price: {t.get('止盈价')}")

    print("\n[Anomalies 2: Immediate Sync Exits (Duration 0)]")
    for t in sync_exits:
        print(f"ID: {t.get('交易ID')} | Symbol: {t.get('交易对')} | PnL: {t.get('盈亏')} | "
              f"Entry Time: {t.get('入场时间')} | Exit Time: {t.get('平仓时间')}")

if __name__ == "__main__":
    analyze_trades('/Users/vivian/work/python/auto_trade_sys/交易记录_2026-02-04T06-46-43.json')