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2024-12-25202412251475282.9411.8600011.9200012.0200011.8400020241225
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" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 18 }, { "metadata": { "ExecuteTime": { "end_time": "2025-02-18T09:21:17.105765Z", "start_time": "2025-02-18T09:21:17.102015Z" } }, "cell_type": "code", "source": [ "import pandas as pd\n", "import talib\n", "\n", "\n", "def SMA(values, n):\n", " return pd.Series(values).rolling(n).mean()\n", "\n", "\n", "def MACD(values):\n", " return talib.MACD(values, fastperiod=12, slowperiod=26, signalperiod=9)" ], "id": "77a5443bb998cace", "outputs": [], "execution_count": 19 }, { "metadata": { "ExecuteTime": { "end_time": "2025-02-18T09:21:17.163608Z", "start_time": "2025-02-18T09:21:17.158723Z" } }, "cell_type": "code", "source": [ "from backtesting import Strategy\n", "from backtesting.lib import crossover\n", "\n", "\n", "class SMAStrategy(Strategy):\n", " def init(self):\n", " self.dea, self.dif, self.macd = self.I(MACD, self.data.Close)\n", "\n", " def next(self):\n", " # print(self.position.size)\n", " if crossover(self.dif, self.dea) and self.macd > 0 and (self.dif > self.macd and self.dea > self.macd):\n", " print(\"buy\")\n", " self.buy()\n", " elif crossover(self.dea, self.dif):\n", " print(\"sell\")\n", " self.position.close()" ], "id": "1b47368c3b916b9b", "outputs": [], "execution_count": 20 }, { "metadata": { "ExecuteTime": { "end_time": "2025-02-18T09:21:17.653193Z", "start_time": "2025-02-18T09:21:17.273452Z" } }, "cell_type": "code", "source": [ "from backtesting import Backtest\n", "\n", "bt = Backtest(df, SMAStrategy, cash=10000, commission=.002)\n", "result = bt.run()\n", "print(result)\n", "bt.plot()" ], "id": "ab574b78805925e5", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "sell\n", "sell\n", "sell\n", "sell\n", "sell\n", "sell\n", "sell\n", "Start 2024-01-02 00:00:00\n", "End 2024-12-31 00:00:00\n", "Duration 364 days 00:00:00\n", "Exposure Time [%] 0.0\n", "Equity Final [$] 10000.0\n", "Equity Peak [$] 10000.0\n", "Return [%] 0.0\n", "Buy & Hold Return [%] 21.65083\n", "Return (Ann.) [%] 0.0\n", "Volatility (Ann.) [%] 0.0\n", "CAGR [%] 0.0\n", "Sharpe Ratio NaN\n", "Sortino Ratio NaN\n", "Calmar Ratio NaN\n", "Max. Drawdown [%] -0.0\n", "Avg. Drawdown [%] NaN\n", "Max. Drawdown Duration NaN\n", "Avg. Drawdown Duration NaN\n", "# Trades 0\n", "Win Rate [%] NaN\n", "Best Trade [%] NaN\n", "Worst Trade [%] NaN\n", "Avg. Trade [%] NaN\n", "Max. Trade Duration NaN\n", "Avg. Trade Duration NaN\n", "Profit Factor NaN\n", "Expectancy [%] NaN\n", "SQN NaN\n", "Kelly Criterion NaN\n", "_strategy SMAStrategy\n", "_equity_curve Equ...\n", "_trades Empty DataFrame\n", "...\n", "dtype: object\n" ] }, { "data": { "text/html": [ "\n", "
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