Files
Quant_Code/2.数据下载与处理/update_data._2py.py
Win_home f925dff46b Enhance trading workflow with new order flow management
- Added dingdanliu_nb_mflow for improved order processing
- Updated related scripts and configurations to support new functionality
2025-03-15 22:45:08 +08:00

135 lines
3.6 KiB
Python

from multiprocessing import Process
from datetime import datetime
from vnpy.trader.database import BarOverview
from vnpy.trader.datafeed import get_datafeed
from vnpy.trader.database import get_database
from vnpy.trader.object import BarData, HistoryRequest
from vnpy.trader.constant import Exchange, Interval
import re
# 交易所映射关系
EXCHANGE_XT2VT = {
"SH": Exchange.SSE,
"SZ": Exchange.SZSE,
"BJ": Exchange.BSE,
"SF": Exchange.SHFE,
"IF": Exchange.CFFEX,
"INE": Exchange.INE,
"DF": Exchange.DCE,
"ZF": Exchange.CZCE,
"GF": Exchange.GFEX
}
# 开始查询时间
START_TIME = datetime(2018, 1, 1)
def update_history_data() -> None:
"""更新历史合约信息"""
# 在子进程中加载xtquant
from xtquant.xtdata import download_history_data
# 初始化数据服务
datafeed = get_datafeed()
datafeed.init()
# 下载历史合约信息
download_history_data("", "historycontract")
print("xtquant历史合约信息下载完成")
def update_bar_data(
sector_name: str,
interval: Interval = Interval.MINUTE
) -> None:
"""更新K线数据"""
# 在子进程中加载xtquant
from xtquant.xtdata import (
get_stock_list_in_sector,
get_instrument_detail
)
# 初始化数据服务
datafeed = get_datafeed()
datafeed.init()
# 连接数据库
database = get_database()
# 获取当前时间戳
now: datetime = datetime.now()
# 获取本地已有数据汇总
data: list[BarOverview] = database.get_bar_overview()
overviews: dict[str, BarOverview] = {}
for o in data:
vt_symbol: str = f"{o.symbol}.{o.exchange.value}"
overviews[vt_symbol] = o
# 查询交易所历史合约代码
xt_symbols: list[str] = get_stock_list_in_sector(sector_name)
# 遍历列表查询合约信息
for xt_symbol in xt_symbols:
# 查询合约信息
data: dict = get_instrument_detail(xt_symbol, True)
# 获取合约到期时间
expiry: datetime = None
if data["ExpireDate"]:
expiry = datetime.strptime(data["ExpireDate"], "%Y%m%d")
# 拆分迅投研代码
symbol, xt_exchange = xt_symbol.split(".")
symbol_main = re.split(r'(\d+)', symbol)[0]
# 生成本地代码
exchange: Exchange = EXCHANGE_XT2VT[xt_exchange]
vt_symbol: str = f"{symbol_main}+'JQ00'.{exchange.value}" or f"{symbol_main}+'00'.{exchange.value}"
# 查询数据汇总
overview: BarOverview = overviews.get(vt_symbol, None)
# 如果已经到期,则跳过
if overview and expiry and expiry < now:
continue
# 实现增量查询
start: datetime = START_TIME
if overview:
start = overview.end
# 执行数据查询和更新入库
req: HistoryRequest = HistoryRequest(
symbol=symbol,
exchange=exchange,
start=start,
end=now,
interval=interval
)
bars: list[BarData] = datafeed.query_bar_history(req)
if bars:
database.save_bar_data(bars)
start_dt: datetime = bars[0].datetime
end_dt: datetime = bars[-1].datetime
msg: str = f"{vt_symbol}数据更新成功,{start_dt} - {end_dt}"
print(msg)
if __name__ == "__main__":
# 使用子进程更新历史合约信息
process: Process = Process(target=update_history_data)
process.start()
process.join() # 等待子进程执行完成
# 更新历史数据
update_bar_data("上期所")
update_bar_data("过期上期所")