If missing intraday data (EG: the day is the new year holiday in Chinese, but it is the trading day in the US), as a result, it will have a shifting data problem on Backtrader.
The solution is to drop US trading day data.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 | underlying, df_base = underlying_list[sector], None for ucode, size in underlying.items(): # 数据校验 df0 = yf.download(ucode, date_start, date_end, auto_adjust = False ) df0.replace( 0 , np.nan, inplace = True ) df0.dropna(inplace = True ) df0.drop_duplicates(keep = False , inplace = True ) df0 = df0[[ 'Open' , 'High' , 'Low' , 'Close' , 'Volume' , 'Adj Close' ]] # 同步市场时间 if '.HK' in ucode: df0.index = df0.index.tz_localize( "Asia/Shanghai" ).tz_convert( "UTC" ) df0.index = df0.index + pd.DateOffset( 1 ) else : df0.index = df0.index.tz_localize( "America/New_York" ).tz_convert( "UTC" ) df0[ 'Date' ] = pd.to_datetime(df0.index.date) df0 = df0.set_index(df0[ 'Date' ]) # 删除非基准数据 if df_base is None : df_base = df0 else : df0 = df0[df0[ 'Date' ].isin(df_base[ 'Date' ])] # 加载数据 data0 = bt.feeds.PandasData(dataname = df0) cerebro.adddata(data0, name = ucode) |
【推荐】国内首个AI IDE,深度理解中文开发场景,立即下载体验Trae
【推荐】编程新体验,更懂你的AI,立即体验豆包MarsCode编程助手
【推荐】抖音旗下AI助手豆包,你的智能百科全书,全免费不限次数
【推荐】轻量又高性能的 SSH 工具 IShell:AI 加持,快人一步
· 阿里最新开源QwQ-32B,效果媲美deepseek-r1满血版,部署成本又又又降低了!
· 开源Multi-agent AI智能体框架aevatar.ai,欢迎大家贡献代码
· Manus重磅发布:全球首款通用AI代理技术深度解析与实战指南
· 被坑几百块钱后,我竟然真的恢复了删除的微信聊天记录!
· AI技术革命,工作效率10个最佳AI工具