{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Wall time: 11.9 s\n" ] } ], "source": [ "%matplotlib inline\n", "%time from hikyuu.interactive.interactive import *\n", "\n", "from pylab import plot" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "# 示例:通道突破系统\n", "\n", "当价格突破20日高点时买入,当价格低于10日低点时卖出。" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "#创建一个从2001年1月1日开始的账户,初始资金20万元\n", "my_tm = crtTM(Datetime(200101010000), 200000)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [], "source": [ "my_sys = SYS_Simple(tm=my_tm)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def TurtleSG(self):\n", " n1 = self.getParam(\"n1\")\n", " n2 = self.getParam(\"n2\")\n", " k = self.getTO()\n", " c = CLOSE(k)\n", " h = REF(HHV(c, n1), 1) #前n日高点\n", " L = REF(LLV(c, n2), 1) #前n日低点\n", " for i in range(h.discard, len(k)):\n", " if (c[i] >= h[i]):\n", " self._addBuySignal(k[i].datetime)\n", " elif (c[i] <= L[i]):\n", " self._addSellSignal(k[i].datetime)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": true }, "outputs": [], "source": [ "my_sg = crtSG(TurtleSG, {'n1': 20, 'n2': 10}, 'TurtleSG')\n", "\n", "my_mm = MM_FixedCount(1000)\n", "\n", "s = sm['sz000001']\n", "query = QueryByDate(Datetime(200101010000), Datetime(201705010000))\n", "\n", "my_sys.mm = my_mm\n", "my_sys.sg = my_sg\n", "my_sys.run(s, query)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "calendar = sm.getTradingCalendar(query, 'SZ')\n", "calendar" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [], "source": [ "x1 = my_tm.getFundsCurve(calendar, Query.DAY)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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Ue6EYpFf8l8vWB3qMRnQbnHrITM2d2qsd/SPa0T9S0uoza3Jxtbsr7lqt9/7k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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "PRICELIST(x1).plot()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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RvW7uMRjiO9V1//cfjTqNbqjWf33iMD3/7hbdPW9V2ufOGNug900ZMQizRCEQ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\nFnc6QbwayrGzxue5JyIiIplRQBwC0RSL6uLmNTXwswsW8Y2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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "my_sys.mm = MM_FixedPercent(0.03)\n", "my_sys.run(s, query)\n", "\n", "x2 = my_tm.getFundsCurve(calendar, Query.DAY)\n", "PRICELIST(x2).plot()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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MbFYwPtfMnjCzjWZ2j5l1RnP7SIpqq0y8sadvgmeCWhS/UKFlAgCQBLVUiKdI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\nWhMXYkmSJI2aC7EkSZJGzYVYkiRJo+ZCLEmSpFF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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "my_sys.mm = MM_FixedRisk(1000)\n", "my_sys.run(s, query)\n", "\n", "x3 = my_tm.getFundsCurve(calendar, Query.DAY)\n", "PRICELIST(x3).plot()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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hUzZMlyRt3TOUvf+R9bt0/IHTsh/v2DcsSdpSswqxZZW6ECEQAwilarsZ3I8r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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "my_sys.mm = MM_FixedCapital(1000)\n", "my_sys.run(s, query)\n", "\n", "x4 = my_tm.getFundsCurve(calendar, Query.DAY)\n", "PRICELIST(x4).plot()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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GHhUeHh5qdHS0QVtycjINGjQopxWJ+zV37lwaNmzIyy+/XN5LeWTl5ubSpk0b9u7dS61a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zL1OgyIiajk9nelZijNM8TKfmH0/qyWGS7j5LqhfWvw+rJtuHbGJzmd51SGOKIG1gt/nqVPrhHt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\nIiIifZoCYhERERHp0/4/9h6Ka7U1EYAAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = create_figure(1)\n", "\n", "def x_plot(x, name, ax):\n", " px = PRICELIST(x)\n", " px.name = name\n", " px.plot(axes=ax, legend_on=True)\n", "\n", "x_plot(x1, 'MM_FixedCount', ax)\n", "x_plot(x2, 'MM_FixedPercent', ax)\n", "x_plot(x3, 'MM_FixedRisk', ax)\n", "x_plot(x3, 'MM_FixedCapital', ax)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python [default]", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.5.3" } }, "nbformat": 4, "nbformat_minor": 0 }