增加交易策略、交易指标、量化库代码等文件夹
This commit is contained in:
69
5.课程代码/2.Option_spread_strategy/使用文档/27/test.ipynb
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69
5.课程代码/2.Option_spread_strategy/使用文档/27/test.ipynb
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"from update_rqdata_data import *"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"contracts = update_contract_data(Exchange.CFFEX)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"print(contracts[0])\n",
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"print(contracts[-1])"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"update_bar_data()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.2"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 4
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}
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154
5.课程代码/2.Option_spread_strategy/使用文档/27/update_rqdata_data.py
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154
5.课程代码/2.Option_spread_strategy/使用文档/27/update_rqdata_data.py
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from datetime import datetime
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import rqdatac
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import pandas as pd
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from vnpy.trader.database import BarOverview
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from vnpy.trader.datafeed import get_datafeed
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from vnpy.trader.object import ContractData, BarData, HistoryRequest
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from vnpy.trader.constant import Exchange, Product, OptionType, Interval
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from elite_database import EliteDatabase
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# 初始化数据服务
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datafeed = get_datafeed()
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datafeed.init()
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# 交易所映射关系
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EXCHANGE_RQ2VT = {
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"XSHG": Exchange.SSE,
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"XSHE": Exchange.SZSE,
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"SHFE": Exchange.SHFE,
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"CFFEX": Exchange.CFFEX,
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"INE": Exchange.INE,
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"DCE": Exchange.DCE,
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"CZCE": Exchange.CZCE,
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"GFEX": Exchange.GFEX
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}
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def update_contract_data(exchange: Exchange) -> None:
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"""更新合约数据"""
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# 查询期权信息
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df: pd.DataFrame = rqdatac.all_instruments(type="Option")
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# 转换合约对象
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contracts: list[ContractData] = []
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for tp in df.itertuples():
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# 交易所过滤
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if exchange != EXCHANGE_RQ2VT[tp.exchange]:
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continue
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# 确认期权类型
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if tp.option_type == "C":
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option_type = OptionType.CALL
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else:
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option_type = OptionType.PUT
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# 获取最小价格变动
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pricetick: float = rqdatac.instruments(tp.order_book_id).tick_size()
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# 创建期权对象
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contract = ContractData(
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symbol=tp.trading_code,
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exchange=exchange,
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name=tp.trading_code,
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product=Product.OPTION,
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size=tp.contract_multiplier,
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pricetick=pricetick,
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min_volume=tp.round_lot,
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option_strike=tp.strike_price,
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option_listed=datetime.strptime(tp.listed_date, "%Y-%m-%d"),
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option_expiry=datetime.strptime(tp.maturity_date, "%Y-%m-%d"),
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option_portfolio=tp.underlying_symbol,
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option_index=str(tp.strike_price),
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option_underlying=tp.trading_code.split("-")[0],
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option_type=option_type,
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gateway_name="RQ"
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)
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contracts.append(contract)
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# 保存合约信息到数据库
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database: EliteDatabase = EliteDatabase()
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database.save_contract_data(contracts)
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print("合约信息更新成功", len(contracts))
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return contracts
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def update_bar_data() -> None:
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"""更新K线数据"""
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# 初始化数据服务
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datafeed = get_datafeed()
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datafeed.init()
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# 获取当前时间戳
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now: datetime = datetime.now()
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# 获取合约信息
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database: EliteDatabase = EliteDatabase()
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contracts: list[ContractData] = database.load_contract_data()
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# 获取数据汇总
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data: list[BarOverview] = database.get_bar_overview()
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overviews: dict[str, BarOverview] = {}
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for o in data:
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# 只保留分钟线数据
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if o.interval != Interval.MINUTE:
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continue
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vt_symbol: str = f"{o.symbol}.{o.exchange.value}"
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overviews[vt_symbol] = o
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# 遍历所有合约信息
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for contract in contracts:
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# 如果没有到期时间,则跳过
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if not contract.option_expiry:
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continue
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# 查询数据汇总
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overview: BarOverview = overviews.get(contract.vt_symbol, None)
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# 如果已经到期,则跳过
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if overview and contract.option_expiry < now:
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continue
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# 初始化查询开始的时间
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start: datetime = datetime(2018, 1, 1)
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# 实现增量查询
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if overview:
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start = overview.end
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# 执行数据查询和更新入库
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req: HistoryRequest = HistoryRequest(
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symbol=contract.symbol,
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exchange=contract.exchange,
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start=start,
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end=datetime.now(),
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interval=Interval.MINUTE
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)
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bars: list[BarData] = datafeed.query_bar_history(req)
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if bars:
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database.save_bar_data(bars)
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start_dt: datetime = bars[0].datetime
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end_dt: datetime = bars[-1].datetime
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msg: str = f"{contract.vt_symbol}数据更新成功,{start_dt} - {end_dt}"
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print(msg)
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if __name__ == "__main__":
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# 更新合约信息
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update_contract_data(Exchange.CFFEX)
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# 更新历史数据
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update_bar_data()
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