{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "画一个三角函数的坐标图,并且在边上加上备注" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# 定义数据\n", "x =np.linspace(-np.pi,np.pi,256)\n", "s = np.sin(x)\n", "c = np.cos(x)" ] }, { "cell_type": "code", "execution_count": 174, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 174, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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8f+uGQPNi8RfZcWYHm09uNh1FPGRZzqqqm9uIBIoA/JEg4l5DfhpCt4e6aRC0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\n6bmoJ72a9CKqU1Sej/v6axg61OskXrNmKQaUXG3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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# 画出基本图形\n", "fig,ax = plt.subplots(figsize = (10,6))\n", "ax.plot(x,s)\n", "ax.plot(x,c)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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1ksLr2bBnKCewlysHV18N8+e7TiIiYaRiJRe0Zs8ayiSUIbFSDK2OGSGxPAyY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\nb/a2hgH9071BdxbvWMzR00d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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# 修改布局\n", "fig,ax = plt.subplots(figsize = (10,6))\n", "ax.plot(x,s)\n", "ax.plot(x,c)\n", "ax.set_xlim(-4,10)\n", "ax.set_ylim(s.min()*1.1,s.max()*1.1)\n", "ax.set_xticks(np.linspace(-4,4,9));" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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eEbGLCo8D+P1+zx44uGoVdO9u7ehxqzb121B8tZjsM9mmo9hO63hExC4qPA6w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\nKWRmQt++ppPItdzd+m4WZS6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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# 方法1:去掉边框刻度,增加辅助线\n", "fig,ax = plt.subplots(figsize = (10,6))\n", "ax.plot(x,s)\n", "ax.plot(x,c)\n", "ax.set_xlim(-4,10)\n", "ax.set_ylim(s.min()*1.1,s.max()*1.1)\n", "ax.set_xticks([]);\n", "ax.set_yticks([]);\n", "ax.plot((x.min()*1.1,x.max()*1.1),(0,0),color = 'black')\n", "ax.plot((0,0),(c.min()*1.1,c.max()*1.1),color = 'black')\n", "ax.spines['left'].set_color('none')\n", "ax.spines['top'].set_color('none')\n", "ax.spines['right'].set_color('none')\n", "ax.spines['bottom'].set_color('none')\n", "ax.spines?\n", "\n", "# 该方法内容在这里继续" ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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MeOYZ+akIAIzvOl6Tw2OdOgFNmgA7d4pOQkRkOCxCVCXLji/D2E5jUceyjugoipKkv4bF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\nk+gkpDQrCyu80O0FLP5jsegoREQGxSJ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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# 方法2:将坐标移到中间\n", "fig,ax = plt.subplots(figsize = (10,6))\n", "ax.plot(x,s)\n", "ax.plot(x,c)\n", "ax.set_xlim(-4,10)\n", "ax.set_ylim(s.min()*1.1,s.max()*1.1)\n", "ax.set_xticks(np.linspace(-4,4,9));\n", "ax.spines['top'].set_color('none')\n", "ax.spines['right'].set_color('none')\n", "ax.xaxis.set_ticks_position('bottom') # 理解这个是做什么的\n", "ax.yaxis.set_ticks_position('left') # 理解这个是做什么的\n", "ax.spines['left'].set_position(('data',0)) # 理解这个是做什么的\n", "ax.spines['bottom'].set_position(('data',0)) # 理解这个是做什么的\n", "\n", "# 其他内容作为主线继续" ] }, { "cell_type": "code", "execution_count": 82, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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cFOQW5IqOojh/fxYhIhKDRcjCaHV+0PHjgL090Lq16CSGq1OrDvq37o/4s/Gi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\nwtkEtHRsjKilnVFUJDqNsn75hZOktWh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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# 遮盖右侧的直线(失败)\n", "fig,ax = plt.subplots(figsize = (10,6))\n", "ax.plot(x,s)\n", "ax.plot(x,c)\n", "ax.set_xlim(-4,10)\n", "ax.set_ylim(s.min()*1.1,s.max()*1.1)\n", "ax.set_xticks(np.linspace(-4,4,9));\n", "ax.spines['top'].set_color('none')\n", "ax.spines['right'].set_color('none')\n", "ax.xaxis.set_ticks_position('bottom') # 理解这个是做什么的\n", "ax.yaxis.set_ticks_position('left') # 理解这个是做什么的\n", "ax.spines['left'].set_position(('data',0)) # 理解这个是做什么的\n", "ax.spines['bottom'].set_position(('data',0)) # 理解这个是做什么的\n", "\n", "## 外来物种\n", "from matplotlib.transforms import Bbox\n", "from matplotlib.path import Path\n", "\n", "rect = plt.Rectangle((4, -0.02), 6, 0.04, facecolor=\"white\",alpha = 100,fill = True,lw = 1,visible = True)\n", "plt.gca().add_patch(rect)\n", "#bbox = Bbox.from_bounds(-1, -1, 0.5, 0.5)\n", "\n", "plt.Rectangle?" ] }, { "cell_type": "code", "execution_count": 112, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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0ip53iXbtgoIOOlw+Oi6aPJPysLbZWukW6ciCBdpJ13Kgo1VIp0gIa7ofdZ9Z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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# 完整案例-设置坐标轴\n", "\n", "fig,ax = plt.subplots(figsize = (10,6))\n", "ax.plot(x,s)\n", "ax.plot(x,c)\n", "ax.spines['right'].set_color('none')\n", "ax.spines['top'].set_color('none')\n", "ax.tick_params(axis='x',top = 'off')\n", "ax.tick_params(axis='y',right = 'off')\n", "ax.spines['left'].set_position(('data',0))\n", "ax.spines['bottom'].set_position(('data',0))\n", "ax.set_ylim(s.min()*1.1,s.max()*1.1);" ] }, { "cell_type": "code", "execution_count": 164, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 164, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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8bFTHEh0pmqkoX+386uVja9fCoUMyn6KtcnWFxYvhiy/g8mXVaYSwHVIsCmGH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\njuLFi/PBBx8wbtw4vT+FXHH69GlmzJiBg4MDZcuWpWDBgky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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "## 完整案例 - 增加注释(箭头、点)、辅助线\n", "\n", "fig,ax = plt.subplots(figsize = (10,6))\n", "ax.plot(x,s)\n", "ax.plot(x,c)\n", "ax.spines['right'].set_color('none')\n", "ax.spines['top'].set_color('none')\n", "ax.tick_params(axis='x',top = 'off')\n", "ax.tick_params(axis='y',right = 'off')\n", "ax.spines['left'].set_position(('data',0))\n", "ax.spines['bottom'].set_position(('data',0))\n", "ax.set_ylim(s.min()*1.1,s.max()*1.1);\n", "\n", "\n", "# sin\n", "ax.scatter(np.pi/2,np.sin(np.pi/2),20)\n", "ax.annotate(r'$\\sin(\\frac{\\pi}{2}):top\\ point$',\n", " xy=(np.pi/2,np.sin(np.pi/2)),\n", " xytext=(3,1),fontsize=20,\n", " arrowprops=dict(arrowstyle='->',connectionstyle='arc3,rad=.2'))\n", "ax.plot((np.pi/2 , np.pi/2),(0,np.sin(np.pi/2)),color = 'black',lw=0.5,ls='--')\n", "\n", "# cos\n", "ax.scatter(np.pi*2/3,np.cos(np.pi*2/3),20)\n", "ax.annotate(r'$\\cos(\\frac{2\\pi}{3})=-\\frac{1}{2}$',\n", " xy=(np.pi*2/3,np.cos(np.pi*2/3)),\n", " xytext=(3,-0.5),fontsize=20,\n", " arrowprops=dict(arrowstyle='->',connectionstyle='arc3,rad=.2'))\n", "\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 165, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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V64XvSl+StKTHzycmwmef6evwyt2utic4GLZsgd9/V51ECNsipVAIG3blzhV6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\nbp3qJP/1KP4RHgs82N1tN1Xc5B+rrVi1CtasAX//1BWFfn5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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "## 完整案例 - 修改刻度说明\n", "\n", "fig,ax = plt.subplots(figsize = (10,6))\n", "ax.plot(x,s)\n", "ax.plot(x,c)\n", "ax.spines['right'].set_color('none')\n", "ax.spines['top'].set_color('none')\n", "ax.tick_params(axis='x',top = 'off')\n", "ax.tick_params(axis='y',right = 'off')\n", "ax.spines['left'].set_position(('data',0))\n", "ax.spines['bottom'].set_position(('data',0))\n", "ax.set_ylim(s.min()*1.1,s.max()*1.1);\n", "# sin\n", "ax.scatter(np.pi/2,np.sin(np.pi/2),20)\n", "ax.annotate(r'$\\sin(\\frac{\\pi}{2}):top\\ point$',\n", " xy=(np.pi/2,np.sin(np.pi/2)),\n", " xytext=(3,1),fontsize=20,\n", " arrowprops=dict(arrowstyle='->',connectionstyle='arc3,rad=.2'))\n", "ax.plot((np.pi/2 , np.pi/2),(0,np.sin(np.pi/2)),color = 'black',lw=0.5,ls='--')\n", "# cos\n", "ax.scatter(np.pi*2/3,np.cos(np.pi*2/3),20)\n", "ax.annotate(r'$\\cos(\\frac{2\\pi}{3})=-\\frac{1}{2}$',\n", " xy=(np.pi*2/3,np.cos(np.pi*2/3)),\n", " xytext=(3,-0.5),fontsize=20,\n", " arrowprops=dict(arrowstyle='->',connectionstyle='arc3,rad=.2'))\n", "\n", "\n", "ax.set_xticks( [-np.pi, -np.pi/2, 0, np.pi/2, np.pi])\n", "ax.set_xticklabels((r'$-\\pi$', r'$-\\pi/2$', r'$0$', r'$+\\pi/2$', r'$+\\pi$'));" ] }, { "cell_type": "code", "execution_count": 173, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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Os2bNaNiw4SvnsZSBJuHhxpJlu3ZZ3qoUR28epcmKJpzve56MThlV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\naeRj0Wwi7a5fh2rV4NgxcHdXncZ0MqdQqBJ6N5S6K+tyatApCucorDq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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "## 完整案例 - 增加英文说明\n", "\n", "fig,ax = plt.subplots(figsize = (10,6))\n", "ax.plot(x,s)\n", "ax.plot(x,c)\n", "ax.spines['right'].set_color('none')\n", "ax.spines['top'].set_color('none')\n", "ax.tick_params(axis='x',top = 'off')\n", "ax.tick_params(axis='y',right = 'off')\n", "ax.spines['left'].set_position(('data',0))\n", "ax.spines['bottom'].set_position(('data',0))\n", "ax.set_ylim(s.min()*1.1,s.max()*1.1);\n", "# sin\n", "ax.scatter(np.pi/2,np.sin(np.pi/2),20)\n", "ax.annotate(r'$\\sin(\\frac{\\pi}{2}):top\\ point$',\n", " xy=(np.pi/2,np.sin(np.pi/2)),\n", " xytext=(3,1),fontsize=20,\n", " arrowprops=dict(arrowstyle='->',connectionstyle='arc3,rad=.2'))\n", "ax.plot((np.pi/2 , np.pi/2),(0,np.sin(np.pi/2)),color = 'black',lw=0.5,ls='--')\n", "# cos\n", "ax.scatter(np.pi*2/3,np.cos(np.pi*2/3),20)\n", "ax.annotate(r'$\\cos(\\frac{2\\pi}{3})=-\\frac{1}{2}$',\n", " xy=(np.pi*2/3,np.cos(np.pi*2/3)),\n", " xytext=(3,-0.5),fontsize=20,\n", " arrowprops=dict(arrowstyle='->',connectionstyle='arc3,rad=.2'))\n", "\n", "\n", "ax.set_xticks( [-np.pi, -np.pi/2, 0, np.pi/2, np.pi])\n", "ax.set_xticklabels((r'$-\\pi$', r'$-\\pi/2$', r'$0$', r'$+\\pi/2$', r'$+\\pi$'));\n", "\n", "# 注释\n", "ax.annotate('map',xytext=(-3,0.75),fontsize=20,xy=(0,1));" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python [Root]", "language": "python", "name": "Python [Root]" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.12" } }, "nbformat": 4, "nbformat_minor": 0 }