438 lines
331 KiB
Plaintext
438 lines
331 KiB
Plaintext
{
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"cells": [
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{
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"metadata": {},
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"cell_type": "raw",
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"source": "# Please replace 'your_futures_data.csv' with the actual path to your CSV file",
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"id": "fb1975346060eb6d"
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},
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{
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"cell_type": "code",
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"id": "initial_id",
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"metadata": {
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"collapsed": true,
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"ExecuteTime": {
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"end_time": "2026-01-01T12:13:25.245068Z",
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"start_time": "2026-01-01T12:13:24.425778Z"
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}
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},
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"source": [
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"import pandas as pd\n",
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"import numpy as np\n",
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"import matplotlib.pyplot as plt\n",
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"import seaborn as sns\n",
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"import talib as ta # Make sure TA-Lib is installed: pip install TA-Lib\n",
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"import statsmodels.api as sm\n",
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"\n",
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"import warnings\n",
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"\n",
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"# 忽略所有警告\n",
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"warnings.filterwarnings(\"ignore\")\n",
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"\n",
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"# --- 0. Configure your file path ---\n",
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"# Please replace 'your_futures_data.csv' with the actual path to your CSV file\n",
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"file_path = 'D:/PyProject/NewQuant/data/data/KQ_m@CZCE_SA/KQ_m@CZCE_SA_min15.csv'\n",
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"\n",
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"sns.set(style='whitegrid')\n",
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"plt.rcParams['font.sans-serif'] = ['SimHei'] # 用来正常显示中文标签\n",
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"plt.rcParams['axes.unicode_minus'] = False # 用来正常显示负号\n"
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],
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"outputs": [],
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"execution_count": 1
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},
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{
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"metadata": {
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"ExecuteTime": {
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"end_time": "2026-01-01T12:13:25.293326Z",
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"start_time": "2026-01-01T12:13:25.252980Z"
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}
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},
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"cell_type": "code",
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"source": [
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"\n",
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"# --- 1. Data Loading and Preprocessing ---\n",
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"def load_and_preprocess_data(file_path):\n",
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" \"\"\"\n",
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" Loads historical futures data and performs basic preprocessing.\n",
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" Assumes data contains 'datetime', 'open', 'high', 'low', 'close', 'volume' columns.\n",
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" \"\"\"\n",
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" try:\n",
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" df = pd.read_csv(file_path, parse_dates=['datetime'], index_col='datetime')\n",
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" # Ensure data is sorted by time\n",
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" df = df.sort_index()\n",
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" # Check and handle missing values\n",
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" initial_rows = len(df)\n",
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" df.dropna(inplace=True)\n",
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" if len(df) < initial_rows:\n",
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" print(f\"Warning: Missing values found in data, deleted {initial_rows - len(df)} rows.\")\n",
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"\n",
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" # Check if necessary columns exist\n",
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" required_columns = ['open', 'high', 'low', 'close', 'volume']\n",
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" if not all(col in df.columns for col in required_columns):\n",
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" raise ValueError(f\"CSV file is missing required columns. Please ensure it contains: {required_columns}\")\n",
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"\n",
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" return df\n",
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" except FileNotFoundError:\n",
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" print(f\"Error: File '{file_path}' not found. Please check the path.\")\n",
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" return None\n",
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" except Exception as e:\n",
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" print(f\"Error during data loading or preprocessing: {e}\")\n",
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" return None\n",
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"\n",
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"\n",
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"df_raw = load_and_preprocess_data(file_path)\n",
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"df_raw = df_raw[df_raw.index >= '2024-01-01']\n",
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"df_raw = df_raw.rename(columns={'underlying_symbol': 'symbol'})\n",
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"print(df_raw.head())"
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],
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"id": "1638e05ca7ef1ac8",
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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" open high low close volume open_oi \\\n",
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"datetime \n",
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"2024-01-02 09:00:00 2009.0 2047.0 2000.0 2041.0 79791.0 449616.0 \n",
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"2024-01-02 09:15:00 2041.0 2045.0 2019.0 2019.0 32687.0 458070.0 \n",
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"2024-01-02 09:30:00 2019.0 2028.0 2015.0 2026.0 17943.0 463813.0 \n",
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"2024-01-02 09:45:00 2026.0 2027.0 2015.0 2016.0 11706.0 466468.0 \n",
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"2024-01-02 10:00:00 2016.0 2019.0 2003.0 2016.0 35240.0 467551.0 \n",
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"\n",
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" close_oi symbol \n",
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"datetime \n",
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"2024-01-02 09:00:00 458070.0 CZCE.SA405 \n",
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"2024-01-02 09:15:00 463813.0 CZCE.SA405 \n",
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"2024-01-02 09:30:00 466468.0 CZCE.SA405 \n",
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"2024-01-02 09:45:00 467551.0 CZCE.SA405 \n",
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"2024-01-02 10:00:00 470145.0 CZCE.SA405 \n"
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]
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}
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],
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"execution_count": 2
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},
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{
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"metadata": {
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"ExecuteTime": {
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"end_time": "2026-01-01T12:13:25.575030Z",
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"start_time": "2026-01-01T12:13:25.299843Z"
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}
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},
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"cell_type": "code",
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"source": [
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"import pandas as pd\n",
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"import numpy as np\n",
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"import matplotlib.pyplot as plt\n",
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"\n",
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"def backtest_with_stats(raw, n=23, initial_capital=1000000):\n",
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" \"\"\"\n",
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" raw: pd.DataFrame, index为DatetimeIndex, columns=['symbol', 'close']\n",
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" n: 趋势周期\n",
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" \"\"\"\n",
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" df = raw.copy().sort_index()\n",
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"\n",
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" # --- 1. 计算基础指标 (按品种分组) ---\n",
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" def get_indicators(group):\n",
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" # 价格均线\n",
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" group['ema'] = group['close'].ewm(span=n, adjust=False).mean()\n",
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" # 波动率 (价格变化绝对值的均值)\n",
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" group['price_diff'] = group['close'].diff().abs()\n",
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" group['vol'] = group['price_diff'].ewm(span=n, adjust=False).mean()\n",
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" # 数据序号\n",
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" group['count'] = range(len(group))\n",
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" return group\n",
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"\n",
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" df = df.groupby('symbol', group_keys=False).apply(get_indicators)\n",
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"\n",
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" # --- 2. 生成信号与风险对齐 ---\n",
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" # 使用 shift(1) 避免未来函数\n",
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" df['p_prev'] = df.groupby('symbol')['close'].shift(1)\n",
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" df['ema_prev'] = df.groupby('symbol')['ema'].shift(1)\n",
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" df['vol_prev'] = df.groupby('symbol')['vol'].shift(1)\n",
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"\n",
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" # 计算信号 s_n (公式 20-1)\n",
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" df['s_n'] = (df['p_prev'] - df['ema_prev']) / df['vol_prev']\n",
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" df['direction'] = np.sign(df['s_n']).fillna(0)\n",
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"\n",
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" # 风险对齐:持仓量 = 1 / 波动率 (为了模拟方便,这里乘以一个常数系数)\n",
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" # 在实战中,这个系数取决于你想在单个品种上分配多少风险金额\n",
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" risk_multiplier = 1000\n",
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" df['weight'] = (risk_multiplier / df['vol_prev']).fillna(0)\n",
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"\n",
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" # --- 3. 品种切换逻辑 (核心要求) ---\n",
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" df['symbol_next'] = df['symbol'].shift(-1)\n",
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" df['will_switch'] = df['symbol'] != df['symbol_next']\n",
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" df['is_data_ready'] = df['count'] >= n\n",
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"\n",
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" # 确定最终持仓\n",
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" df['final_pos'] = df['direction'] * df['weight']\n",
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" df.loc[~df['is_data_ready'], 'final_pos'] = 0\n",
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" df.loc[df['will_switch'], 'final_pos'] = 0 # 换品种时强平\n",
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"\n",
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" # --- 4. 计算盈亏 ---\n",
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" df['price_change'] = df['close'].diff()\n",
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" # 每日盈亏 (绝对金额)\n",
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" df['pnl_daily'] = df['final_pos'].shift(1) * df['price_change']\n",
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" df['pnl_daily'] = df['pnl_daily'].fillna(0)\n",
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"\n",
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" # 累计盈亏与净值曲线\n",
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" df['cum_pnl'] = df['pnl_daily'].cumsum()\n",
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" df['equity_curve'] = initial_capital + df['cum_pnl']\n",
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" # 每日收益率 (用于计算指标)\n",
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" df['strategy_return'] = df['pnl_daily'] / df['equity_curve'].shift(1)\n",
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" df['strategy_return'] = df['strategy_return'].fillna(0)\n",
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"\n",
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" # --- 5. 计算统计数据 ---\n",
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" days = (df.index[-1] - df.index[0]).days\n",
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" annual_return = (df['equity_curve'][-1] / initial_capital) ** (365 / days) - 1\n",
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" annual_vol = df['strategy_return'].std() * np.sqrt(252)\n",
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" sharpe_ratio = annual_return / annual_vol if annual_vol != 0 else 0\n",
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"\n",
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" # 最大回撤计算\n",
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" rolling_max = df['equity_curve'].cummax()\n",
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" drawdown = (df['equity_curve'] - rolling_max) / rolling_max\n",
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" max_drawdown = drawdown.min()\n",
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"\n",
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" stats = {\n",
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" \"年化收益率\": f\"{annual_return:.2%}\",\n",
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" \"年化波动率\": f\"{annual_vol:.2%}\",\n",
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" \"夏普比率\": f\"{sharpe_ratio:.2f}\",\n",
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" \"最大回撤\": f\"{max_drawdown:.2%}\",\n",
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" \"累计收益\": f\"{(df['equity_curve'][-1]/initial_capital - 1):.2%}\"\n",
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" }\n",
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"\n",
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" # --- 6. 绘图 ---\n",
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" fig, (ax1, ax2) = plt.subplots(2, 1, figsize=(12, 10), gridspec_kw={'height_ratios': [3, 1]})\n",
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"\n",
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" # 净值曲线图\n",
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" ax1.plot(df['equity_curve'], label='Strategy Equity', color='#1f77b4')\n",
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" ax1.set_title(f'Trend Following Strategy (n={n})', fontsize=14)\n",
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" ax1.set_ylabel('Equity ($)')\n",
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" ax1.grid(True, alpha=0.3)\n",
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" ax1.legend()\n",
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"\n",
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" # 水下回撤图\n",
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" ax2.fill_between(df.index, drawdown, 0, color='red', alpha=0.3)\n",
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" ax2.set_ylabel('Drawdown')\n",
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" ax2.set_title('Drawdown Area', fontsize=12)\n",
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" ax2.grid(True, alpha=0.3)\n",
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"\n",
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" plt.tight_layout()\n",
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" plt.show()\n",
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"\n",
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" return df, stats\n",
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"\n",
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"# --- 模拟运行 ---\n",
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"# 提示:实际使用时请确保 raw 已经按照日期排序,且日期是 index\n",
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"df_result, stats_result = backtest_with_stats(df_raw)\n",
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"for k, v in stats_result.items(): print(f\"{k}: {v}\")"
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],
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"id": "d66b4e0fc23f3228",
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"outputs": [
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{
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"data": {
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"text/plain": [
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"<Figure size 1200x1000 with 2 Axes>"
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],
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"image/png": 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"
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data",
|
||
"jetTransient": {
|
||
"display_id": null
|
||
}
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"年化收益率: 6.56%\n",
|
||
"年化波动率: 2.22%\n",
|
||
"夏普比率: 2.95\n",
|
||
"最大回撤: -8.56%\n",
|
||
"累计收益: 11.04%\n"
|
||
]
|
||
}
|
||
],
|
||
"execution_count": 3
|
||
},
|
||
{
|
||
"metadata": {
|
||
"ExecuteTime": {
|
||
"end_time": "2026-01-01T12:13:25.590377Z",
|
||
"start_time": "2026-01-01T12:13:25.585660Z"
|
||
}
|
||
},
|
||
"cell_type": "code",
|
||
"source": "",
|
||
"id": "5756f4f24d702e02",
|
||
"outputs": [],
|
||
"execution_count": null
|
||
},
|
||
{
|
||
"metadata": {
|
||
"ExecuteTime": {
|
||
"end_time": "2026-01-01T12:13:25.836181Z",
|
||
"start_time": "2026-01-01T12:13:25.596388Z"
|
||
}
|
||
},
|
||
"cell_type": "code",
|
||
"source": [
|
||
"import pandas as pd\n",
|
||
"import numpy as np\n",
|
||
"import matplotlib.pyplot as plt\n",
|
||
"\n",
|
||
"def backtest_fixed_volume(raw, n=23, trade_volume=1, initial_capital=1000000):\n",
|
||
" \"\"\"\n",
|
||
" 固定手数、严格平仓逻辑的回测\n",
|
||
" raw: pd.DataFrame, columns=['symbol', 'close']\n",
|
||
" n: 趋势周期\n",
|
||
" trade_volume: 固定交易手数\n",
|
||
" \"\"\"\n",
|
||
" df = raw.copy().sort_index()\n",
|
||
"\n",
|
||
" # --- 1. 计算指标 ---\n",
|
||
" # 使用与策略类一致的 EMA\n",
|
||
" df['ema'] = df.groupby('symbol')['close'].transform(lambda x: x.ewm(span=n, adjust=False).mean())\n",
|
||
" df['vol'] = df.groupby('symbol')['close'].transform(lambda x: x.diff().abs().ewm(span=n, adjust=False).mean())\n",
|
||
"\n",
|
||
" # 计算信号 s_n (使用前一根Bar的数据)\n",
|
||
" df['s_n_prev'] = df.groupby('symbol').apply(lambda x: (x['close'].shift(1) - x['ema'].shift(1)) / x['vol'].shift(1)).reset_index(level=0, drop=True)\n",
|
||
"\n",
|
||
" # 基础信号方向\n",
|
||
" df['target_sig'] = np.sign(df['s_n_prev'].fillna(0))\n",
|
||
"\n",
|
||
" # --- 2. 严格状态机模拟 (平仓后再开仓) ---\n",
|
||
" # 由于涉及到“平仓后下一根Bar再开”的严格逻辑,向量化shift无法完美表达,此处使用循环计算位置\n",
|
||
" symbols = df['symbol'].unique()\n",
|
||
" all_pos = []\n",
|
||
"\n",
|
||
" for sym in symbols:\n",
|
||
" sym_df = df[df['symbol'] == sym]\n",
|
||
" sigs = sym_df['target_sig'].values\n",
|
||
" pos = np.zeros(len(sym_df))\n",
|
||
" current_pos = 0\n",
|
||
"\n",
|
||
" for i in range(1, len(sym_df)):\n",
|
||
" # 这里的逻辑严格对应策略类中的 on_open_bar\n",
|
||
" if current_pos > 0: # 当前持多头\n",
|
||
" if sigs[i] != 1: # 信号不是多头,平仓\n",
|
||
" current_pos = 0\n",
|
||
" elif current_pos < 0: # 当前持空头\n",
|
||
" if sigs[i] != -1: # 信号不是空头,平仓\n",
|
||
" current_pos = 0\n",
|
||
" else: # 当前无持仓\n",
|
||
" if sigs[i] == 1:\n",
|
||
" current_pos = trade_volume\n",
|
||
" elif sigs[i] == -1:\n",
|
||
" current_pos = -trade_volume\n",
|
||
"\n",
|
||
" pos[i] = current_pos\n",
|
||
" all_pos.extend(pos)\n",
|
||
"\n",
|
||
" df['pos'] = all_pos\n",
|
||
"\n",
|
||
" # --- 3. 盈亏计算 ---\n",
|
||
" # 盈亏计算公式:当日盈亏 = 前日持仓 * 今日价格变动\n",
|
||
" df['price_change'] = df.groupby('symbol')['close'].diff()\n",
|
||
" df['pnl_daily'] = df.groupby('symbol').apply(lambda x: x['pos'].shift(1) * x['price_change']).reset_index(level=0, drop=True)\n",
|
||
" df['pnl_daily'] = df['pnl_daily'].fillna(0)\n",
|
||
"\n",
|
||
" # 累计净值\n",
|
||
" df['cum_pnl'] = df['pnl_daily'].cumsum()\n",
|
||
" df['equity_curve'] = initial_capital + df['cum_pnl']\n",
|
||
"\n",
|
||
" # 计算收益率用于统计指标\n",
|
||
" df['returns'] = df['pnl_daily'] / initial_capital # 固定手数通常使用绝对值计算收益\n",
|
||
"\n",
|
||
" # --- 4. 统计数据 ---\n",
|
||
" days = (df.index[-1] - df.index[0]).days\n",
|
||
" total_return = df['cum_pnl'].iloc[-1] / initial_capital\n",
|
||
" # 简单年化\n",
|
||
" annual_return = total_return * (365 / max(days, 1))\n",
|
||
" # 波动率\n",
|
||
" annual_vol = df['returns'].std() * np.sqrt(252)\n",
|
||
" sharpe = annual_return / annual_vol if annual_vol != 0 else 0\n",
|
||
"\n",
|
||
" rolling_max = df['equity_curve'].cummax()\n",
|
||
" drawdown = (df['equity_curve'] - rolling_max) / rolling_max\n",
|
||
" max_dd = drawdown.min()\n",
|
||
"\n",
|
||
" stats = {\n",
|
||
" \"最终盈亏\": f\"{df['cum_pnl'].iloc[-1]:.2f}\",\n",
|
||
" \"年化收益率\": f\"{annual_return:.2%}\",\n",
|
||
" \"最大回撤\": f\"{max_dd:.2%}\",\n",
|
||
" \"夏普比率\": f\"{sharpe:.2f}\",\n",
|
||
" \"交易手数\": f\"{trade_volume}\"\n",
|
||
" }\n",
|
||
"\n",
|
||
" # --- 5. 绘图 ---\n",
|
||
" fig, (ax1, ax2) = plt.subplots(2, 1, figsize=(12, 10), gridspec_kw={'height_ratios': [3, 1]})\n",
|
||
"\n",
|
||
" ax1.plot(df['equity_curve'], label='Equity (Fixed Volume)', color='blue')\n",
|
||
" ax1.set_title(f'Fixed Volume Trend Strategy (n={n}, Vol={trade_volume})', fontsize=14)\n",
|
||
" ax1.grid(True, alpha=0.3)\n",
|
||
" ax1.legend()\n",
|
||
"\n",
|
||
" ax2.fill_between(df.index, drawdown, 0, color='red', alpha=0.3)\n",
|
||
" ax2.set_title('Drawdown', fontsize=12)\n",
|
||
" ax2.grid(True, alpha=0.3)\n",
|
||
"\n",
|
||
" plt.tight_layout()\n",
|
||
" plt.show()\n",
|
||
"\n",
|
||
" return stats\n",
|
||
"\n",
|
||
"# 使用示例 (假设 df_raw 已经存在)\n",
|
||
"stats = backtest_fixed_volume(df_raw, n=23, trade_volume=10, initial_capital=1000000)\n",
|
||
"print(stats)"
|
||
],
|
||
"id": "72a5ce46efd6c337",
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 1200x1000 with 2 Axes>"
|
||
],
|
||
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"
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data",
|
||
"jetTransient": {
|
||
"display_id": null
|
||
}
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"{'最终盈亏': '4370.00', '年化收益率': '0.26%', '最大回撤': '-0.58%', '夏普比率': '2.38', '交易手数': '10'}\n"
|
||
]
|
||
}
|
||
],
|
||
"execution_count": 4
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "Python 3",
|
||
"language": "python",
|
||
"name": "python3"
|
||
},
|
||
"language_info": {
|
||
"codemirror_mode": {
|
||
"name": "ipython",
|
||
"version": 2
|
||
},
|
||
"file_extension": ".py",
|
||
"mimetype": "text/x-python",
|
||
"name": "python",
|
||
"nbconvert_exporter": "python",
|
||
"pygments_lexer": "ipython2",
|
||
"version": "2.7.6"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 5
|
||
}
|