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Created March 6, 2017 01:03
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Jupyter Notebook : matplotlibでグラフ作成(2軸グラフ)
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {
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"source": [
"# matplotlibでグラフ作成(2軸グラフ)\n",
"\n",
"x軸は時間で共通,y軸を流量と標高とした2軸グラフを作成します.\n",
"\n",
"報告書に載せることを意識して,関連情報の描画まで行っています.\n",
"\n",
"この作図でのテクニックとしては,線種を変えること,2軸グラフの凡例を1つのボックスに収めることの2点でしょうか.\n",
"\n",
"\n",
"## とりあえず描く\n",
"\n",
"データは,numpyで読み込み,左縦軸を流量,右縦軸を標高に設定します.\n",
"\n",
"配列は,ti:時間,EL:水位標高,Qi:流入量,Qo:流出量を意味します.\n",
"\n",
"2軸グラフなので,時間と流量の関係を描画後,twinxを入れて時間と水位標高の関係を描画します.\n",
"\n",
"入力データは以下のような形式のものです.\n",
"\n",
"```\n",
" i iUD time EL EL-elv VOL q_in q_out\n",
" 0 0 0.000 64.000 0.000000e+00 1.154000e+06 0.000000e+00 0.000000e+00\n",
" 1 1 1.000 64.681 -8.438230e-04 1.231048e+06 6.300000e+01 2.019536e+01\n",
" 2 1 2.000 65.836 -1.188468e-04 1.359809e+06 1.270000e+02 9.827084e+01\n",
" 3 1 3.000 66.558 -7.335385e-04 1.457899e+06 1.900000e+02 1.642349e+02\n",
"\n",
" .............................\n",
"```\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true
},
"outputs": [
{
"data": {
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udXkKK+qoqLMTEeRHbOgPs65W7Suizu5gVK9I4sMDPWBh88xxydLSLi3fZ0hS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\nAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10db63748>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"def DRAWFIG(fnameR):\n",
" data=np.loadtxt(fnameR,skiprows=1,usecols=(2,3,6,7))\n",
" ti=data[:,0]\n",
" EL=data[:,1]\n",
" Qi=data[:,2]\n",
" Qo=data[:,3]\n",
"\n",
" fig=plt.figure()\n",
" ax = fig.add_subplot(111)\n",
" plt.plot(ti,Qi,lw=2.0,label='Q (inflow)')\n",
" plt.plot(ti,Qo,lw=2.0,label='Q (outflow)')\n",
"\n",
" plt.twinx()\n",
" plt.plot(ti,EL,lw=2.0,label='Water Level')\n",
"\n",
"# Main routine\n",
"fnameR='out_07flood_20.txt'\n",
"DRAWFIG(fnameR)"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable": true,
"editable": true
},
"source": [
"## 凡例を表示\n",
"\n",
"凡例をいれないとどれがどれだかわからない.\n",
"\n",
"legendを2箇所に入れてみたけど重なってしまっています."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true
},
"outputs": [
{
"data": {
"image/png": 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tx3Za8kqrOFNchbfJQK/g5lVtLq6o5ZNErZHOA2Mb94U0RPlFHMvIHoG8/8Ao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\nEdFoNBpNv9EiotFoNJp+87+bh50fJI8lGQAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10f26a198>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"def DRAWFIG(fnameR):\n",
" data=np.loadtxt(fnameR,skiprows=1,usecols=(2,3,6,7))\n",
" ti=data[:,0]\n",
" EL=data[:,1]\n",
" Qi=data[:,2]\n",
" Qo=data[:,3]\n",
"\n",
" fig=plt.figure()\n",
" ax = fig.add_subplot(111)\n",
" plt.plot(ti,Qi,lw=2.0,label='Q (inflow)')\n",
" plt.plot(ti,Qo,lw=2.0,label='Q (outflow)')\n",
" plt.legend(shadow=True,loc='upper right',handlelength=3,fontsize=10)\n",
"\n",
" plt.twinx()\n",
" plt.plot(ti,EL,lw=2.0,label='Water Level')\n",
" plt.legend(shadow=True,loc='upper right',handlelength=3,fontsize=10)\n",
"\n",
"# Main routine\n",
"fnameR='out_07flood_20.txt'\n",
"DRAWFIG(fnameR)"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable": true,
"editable": true
},
"source": [
"そこで,twinxの前にlegendを入れますが,1つのボックスの中に3つの凡例を表示するため,水位標高表示のためのダミーを配置します.\n",
"\n",
"3種類の凡例が1つのボックス内に表示されましたが,水位標高の凡例の表示色が,実際のプロットとあっていません."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true
},
"outputs": [
{
"data": {
"image/png": 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sqffS1rfQidmaEokObpoSWXs0g8zCCqKDPRnXPajJ9xVCMDb6wm5EYTsGdvLj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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10f42d908>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"def DRAWFIG(fnameR):\n",
" data=np.loadtxt(fnameR,skiprows=1,usecols=(2,3,6,7))\n",
" ti=data[:,0]\n",
" EL=data[:,1]\n",
" Qi=data[:,2]\n",
" Qo=data[:,3]\n",
"\n",
" fig=plt.figure()\n",
" ax = fig.add_subplot(111)\n",
" plt.plot(ti,Qi,lw=2.0,label='Q (inflow)')\n",
" plt.plot(ti,Qo,lw=2.0,label='Q (outflow)')\n",
" plt.plot([0],[0],lw=2.0,label='Water Level') #Dummy for legend\n",
" plt.legend(shadow=True,loc='upper right',handlelength=3,fontsize=10)\n",
"\n",
" plt.twinx()\n",
" plt.plot(ti,EL,lw=2.0,label='Water Level')\n",
"\n",
"# Main routine\n",
"fnameR='out_07flood_20.txt'\n",
"DRAWFIG(fnameR)"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable": true,
"editable": true
},
"source": [
"## 線種を変える\n",
"\n",
"そこで,ここでは線色を変えるのではなく,線種を変えることにより,3つのデータを示すことにします.\n",
"\n",
"線種の指定は,以下を参照しました.\n",
"\n",
"[http://matplotlib.org/examples/lines_bars_and_markers/line_demo_dash_control.html](http://matplotlib.org/examples/lines_bars_and_markers/line_demo_dash_control.html)\n",
"\n",
"[http://stackoverflow.com/questions/32446827/set-the-space-size-of-matplotlibs-linestyle-dashed](http://stackoverflow.com/questions/32446827/set-the-space-size-of-matplotlibs-linestyle-dashed)\n",
"\n",
"linestyle (ls)に dashed を指定し,dashes=[a, b, ...] で線描画のオン・オフを指定します."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true
},
"outputs": [
{
"data": {
"image/png": 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UK1aM8+fP57i9wng0b96c3bt3U7JkSdauXcvAgQMxtS9ParZqukgpNf/5ZMc7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\n0zRNa7L/ASzs5WZziUHhAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10db636d8>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"def DRAWFIG(fnameR):\n",
" data=np.loadtxt(fnameR,skiprows=1,usecols=(2,3,6,7))\n",
" ti=data[:,0]\n",
" EL=data[:,1]\n",
" Qi=data[:,2]\n",
" Qo=data[:,3]\n",
"\n",
" fig=plt.figure()\n",
" ax = fig.add_subplot(111)\n",
" plt.plot(ti,Qi,color='#000000',ls='dashed',dashes=[3,1],lw=2.0,label='Q (inflow)')\n",
" plt.plot(ti,Qo,color='#000000',ls='dashed',dashes=[4,2,1,2],lw=2.0,label='Q (outflow)')\n",
" plt.plot([0],[0],color='#000000',lw=2.0,label='Water Level') #Dummy for legend\n",
" plt.legend(shadow=True,loc='upper right',handlelength=3,fontsize=10)\n",
"\n",
" plt.twinx()\n",
" plt.plot(ti,EL,color='#000000',lw=2.0,label='Water Level')\n",
"\n",
"# Main routine\n",
"fnameR='out_07flood_20.txt'\n",
"DRAWFIG(fnameR)"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable": true,
"editable": true
},
"source": [
"## 軸の調整\n",
"\n",
"かっこよく行きました.あとは軸の調整を行います.\n",
"\n",
"+ xlim, ylim : 軸の範囲設定(上限・下限)\n",
"+ xlabel, ylabel : 軸名ラベル\n",
"+ xticks, yticks : 軸数値\n",
"+ grid : グリッドの表示"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true
},
"outputs": [
{
"data": {
"image/png": 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CwEVVjbM/nwCK2e+LAccBVDVORCLt44sBzrkjnM9xEJHeWH8t4O3tnehqBBkhIiLCI21n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\nyGk0Go3mnuX/A1lxvhX5G6aqAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10eed2a58>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"def DRAWFIG(fnameR):\n",
" data=np.loadtxt(fnameR,skiprows=1,usecols=(2,3,6,7))\n",
" ti=data[:,0]\n",
" EL=data[:,1]\n",
" Qi=data[:,2]\n",
" Qo=data[:,3]\n",
"\n",
" xmin=0.0;xmax=132.0\n",
" qmin=0.0;qmax=5000.0\n",
" hmin=60.0;hmax=110.0\n",
"\n",
" fig=plt.figure()\n",
" ax = fig.add_subplot(111)\n",
" plt.plot(ti,Qi,color='#000000',ls='dashed',dashes=[3,1],lw=2.0,label='Q (inflow)')\n",
" plt.plot(ti,Qo,color='#000000',ls='dashed',dashes=[4,2,1,2],lw=2.0,label='Q (outflow)')\n",
" plt.plot([0],[0],color='#000000',lw=2.0,label='Water Level') #Dummy for legend\n",
" plt.xlim([xmin,xmax])\n",
" plt.ylim([qmin,qmax])\n",
" plt.xlabel('Time (hour)')\n",
" plt.ylabel('Discharge (m$^3$/s)')\n",
" plt.xticks(np.arange(xmin,xmax+12,12))\n",
" plt.yticks(np.arange(qmin,qmax+1000,1000))\n",
" plt.grid(color='#777777',linestyle='solid')\n",
" plt.legend(shadow=True,loc='upper right',handlelength=3,fontsize=10)\n",
"\n",
" plt.twinx()\n",
" plt.plot(ti,EL,color='#000000',lw=2.0,label='Water Level')\n",
" plt.xlim([xmin,xmax])\n",
" plt.ylim([hmin,hmax])\n",
" plt.yticks(np.arange(hmin,hmax+5,5))\n",
" plt.ylabel('Water Level (EL.m)')\n",
"\n",
"# Main routine\n",
"fnameR='out_07flood_20.txt'\n",
"DRAWFIG(fnameR)"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable": true,
"editable": true
},
"source": [
"## 関連情報の表示\n",
"\n",
"最後に関連情報を追加します.ここでは,以下の情報を追加表示しています.\n",
"\n",
"+ inflow, outflow の最大値\n",
"+ 水位標高の最大値\n",
"+ トンネルのインバートと天端(クラウン)の位置(青線と青文字)\n",
"+ トンネルの内径と本数(左上:D7.0m x 2)\n",
"\n",
"また図の表示サイズを fig=plt.figure(figsize=(8,5)) により少し大きくします."
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true,
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": 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dutW1DRw4MF3jGTVqFN7e3mzfvp1Zs2bRr1+/eOc/++wzKlasmOj1Pj4+vPnm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\nrkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10eeba320>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"def DRAWFIG(fnameR):\n",
" data=np.loadtxt(fnameR,skiprows=1,usecols=(2,3,6,7))\n",
" ti=data[:,0]\n",
" EL=data[:,1]\n",
" Qi=data[:,2]\n",
" Qo=data[:,3]\n",
"\n",
" n1=np.argmax(Qi)\n",
" n2=np.argmax(Qo)\n",
" n3=np.argmax(EL)\n",
"\n",
" xmin=0.0;xmax=132.0\n",
" qmin=0.0;qmax=5000.0\n",
" hmin=60.0;hmax=110.0\n",
"\n",
" fig=plt.figure(figsize=(8,5))\n",
" ax = fig.add_subplot(111)\n",
" plt.plot(ti,Qi,color='#000000',ls='dashed',dashes=[3,1],lw=2.0,label='Q (inflow)')\n",
" plt.plot(ti,Qo,color='#000000',ls='dashed',dashes=[4,2,1,2],lw=2.0,label='Q (outflow)')\n",
" plt.plot([0],[0],color='#000000',lw=2.0,label='Water Level') #Dummy for legend\n",
" plt.xlim([xmin,xmax])\n",
" plt.ylim([qmin,qmax])\n",
" plt.xlabel('Time (hour)')\n",
" plt.ylabel('Discharge (m$^3$/s)')\n",
" plt.xticks(np.arange(xmin,xmax+12,12))\n",
" plt.yticks(np.arange(qmin,qmax+1000,1000))\n",
" plt.grid(color='#777777',linestyle='solid')\n",
" plt.legend(shadow=True,loc='upper right',handlelength=3,fontsize=10)\n",
" # Additional information\n",
" plt.text(ti[n1],Qi[n1],'max:%.0f'%max(Qi),fontsize=10,color='#000000',ha='left',va='bottom')\n",
" plt.text(ti[n2],Qo[n2],'max:%.0f'%max(Qo),fontsize=10,color='#000000',ha='left',va='bottom')\n",
"\n",
" plt.twinx()\n",
" plt.plot(ti,EL,color='#000000',lw=2.0,label='Water Level')\n",
" plt.xlim([xmin,xmax])\n",
" plt.ylim([hmin,hmax])\n",
" plt.yticks(np.arange(hmin,hmax+5,5))\n",
" plt.ylabel('Water Level (EL.m)')\n",
" # Additional information\n",
" plt.text(ti[n3],EL[n3],'ELmax:%.3f'%max(EL),fontsize=10,color='#000000',ha='left',va='bottom')\n",
" crh=64.0+float(fnameR[4:6])\n",
" sch='{0:4.3f}'.format(crh)\n",
" strd='D{0:.1f}m x 2'.format(float(fnameR[4:6]))\n",
" plt.hlines([64.0],xmin,xmax,color='#0000ff',lw=1.0,linestyle='solid') # Line of Tunnel invert\n",
" plt.hlines([crh],xmin,xmax,color='#0000ff',lw=1.0,linestyle='solid') # Line of Tunnel crown\n",
" plt.text(xmax-5,64.0,'Tunnel InvertL:EL.64.0',fontsize=10,color='#0000ff',ha='right',va='top')\n",
" plt.text(xmax-5,crh,'Tunnel Crown:EL.'+sch,fontsize=10,color='#0000ff',ha='right',va='bottom')\n",
" plt.text(0.03, 0.95, strd, transform=ax.transAxes,fontsize=16,ha='left', va='top') # Tunnel diameter\n",
"\n",
"# Main routine\n",
"fnameR='out_07flood_20.txt'\n",
"DRAWFIG(fnameR)"
]
},
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