Created
August 8, 2017 21:27
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 57, | |
| "metadata": { | |
| "collapsed": true | |
| }, | |
| "outputs": [], | |
| "source": [ | |
| "import numpy as np\n", | |
| "\n", | |
| "def cart2pol(x, y):\n", | |
| " rho = np.sqrt(x**2 + y**2)\n", | |
| " phi = np.arctan2(y, x)\n", | |
| " return(rho, phi)\n", | |
| "\n", | |
| "def pol2cart(rho, phi):\n", | |
| " phi = np.deg2rad(phi)\n", | |
| " x = rho * np.cos(phi)\n", | |
| " y = rho * np.sin(phi)\n", | |
| " return(x, y)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 87, | |
| "metadata": { | |
| "collapsed": true | |
| }, | |
| "outputs": [], | |
| "source": [ | |
| "theta = np.arange(0,360, 1)\n", | |
| "r = 34/2 * np.ones_like(theta)\n", | |
| "x_offset = 100.\n", | |
| "y_offset = 100." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 88, | |
| "metadata": { | |
| "collapsed": true | |
| }, | |
| "outputs": [], | |
| "source": [ | |
| "x, y = pol2cart(r, theta)\n", | |
| "x += x_offset\n", | |
| "y += y_offset" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 89, | |
| "metadata": { | |
| "collapsed": true | |
| }, | |
| "outputs": [], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "%matplotlib inline" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 90, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "<matplotlib.collections.PathCollection at 0x11acac908>" | |
| ] | |
| }, | |
| "execution_count": 90, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| }, | |
| { | |
| "data": { | |
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MbIuZPW1mnwuO3WZmL5rZ5uDjsu6U2pyFlaksmff+I0NZEZEsmD97CpfM6ktlC3jbQW9m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\n", | |
| "text/plain": [ | |
| "<matplotlib.figure.Figure at 0x11abe66d8>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "plt.scatter(x,y,s=1)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 91, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "117.0 100.0\n", | |
| "116.997410818 100.296690909\n", | |
| "116.989644059 100.593291444\n", | |
| "116.976702091 100.889711256\n", | |
| "116.958588854 101.185860054\n", | |
| "116.935309868 101.481647627\n", | |
| "116.906872221 101.776983876\n", | |
| "116.873284578 102.071778838\n", | |
| "116.834557169 102.365942716\n", | |
| "116.79070179 102.659385906\n", | |
| "116.741731801 102.95201902\n", | |
| "116.687662119 103.243752921\n", | |
| "116.628509212 103.534498744\n", | |
| "116.564291101 103.824167924\n", | |
| "116.495027347 104.112672225\n", | |
| "116.420739047 104.399923767\n", | |
| "116.341448831 104.685835049\n", | |
| "116.257180851 104.97031898\n", | |
| "116.167960777 105.253288904\n", | |
| "116.073815785 105.534658626\n", | |
| "115.974774553 105.814342437\n", | |
| "115.87086725 106.092255142\n", | |
| "115.762125528 106.368312088\n", | |
| "115.648582509 106.642429184\n", | |
| "115.53027278 106.914522932\n", | |
| "115.40723238 107.18451045\n", | |
| "115.279498787 107.452309495\n", | |
| "115.147110911 107.717838496\n", | |
| "115.010109079 107.981016567\n", | |
| "114.868535021 108.241763544\n", | |
| "114.722431864 108.5\n", | |
| "114.571844112 108.755647273\n", | |
| "114.416817635 109.008627492\n", | |
| "114.257399655 109.258863595\n", | |
| "114.093638733 109.506279359\n", | |
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| "116.906872221 98.2230161244\n", | |
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| ] | |
| } | |
| ], | |
| "source": [ | |
| "n_per_row = 4\n", | |
| "i = 0\n", | |
| "f = open('circ_coords.txt', 'w')\n", | |
| "for a, b in zip(x,y):\n", | |
| " print(a, b)\n", | |
| " f.write('(xy %.3f %.3f) '%(a, b))\n", | |
| " i += 1\n", | |
| " if i ==n_per_row:\n", | |
| " f.write('\\n')\n", | |
| " i = 0\n", | |
| "f.close()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 92, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "[<matplotlib.lines.Line2D at 0x11adb65c0>]" | |
| ] | |
| }, | |
| "execution_count": 92, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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IdhGZYW0LF5GlIpJqPbZxTVTljf58WW8M1fO3VeP65IdDbD6Qz/2X9KS1Tqds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\npXzc/wP5jVFyowSoJwAAAABJRU5ErkJggg==\n", | |
| "text/plain": [ | |
| "<matplotlib.figure.Figure at 0x11a982d68>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "plt.plot(x)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 93, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "360" | |
| ] | |
| }, | |
| "execution_count": 93, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "len(x)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 94, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "array([ 117. , 116.99741082, 116.98964406, 116.97670209,\n", | |
| " 116.95858885, 116.93530987, 116.90687222, 116.87328458,\n", | |
| " 116.83455717, 116.79070179, 116.7417318 , 116.68766212,\n", | |
| " 116.62850921, 116.5642911 , 116.49502735, 116.42073905,\n", | |
| " 116.34144883, 116.25718085, 116.16796078, 116.07381579,\n", | |
| " 115.97477455, 115.87086725, 115.76212553, 115.64858251,\n", | |
| " 115.53027278, 115.40723238, 115.27949879, 115.14711091,\n", | |
| " 115.01010908, 114.86853502, 114.72243186, 114.57184411,\n", | |
| " 114.41681763, 114.25739966, 114.09363873, 113.92558475,\n", | |
| " 113.7532889 , 113.57680367, 113.39618281, 113.21148134,\n", | |
| " 113.02275553, 112.83006286, 112.63346203, 112.43301293,\n", | |
| " 112.22877661, 112.02081528, 111.8091923 , 111.59397212,\n", | |
| " 111.37522031, 111.15300349, 110.92738936, 110.69844665,\n", | |
| " 110.46624508, 110.23085539, 109.99234929, 109.75079942,\n", | |
| " 109.50627936, 109.2588636 , 109.00862749, 108.75564727,\n", | |
| " 108.5 , 108.24176354, 107.98101657, 107.7178385 ,\n", | |
| " 107.4523095 , 107.18451045, 106.91452293, 106.64242918,\n", | |
| " 106.36831209, 106.09225514, 105.81434244, 105.53465863,\n", | |
| " 105.2532889 , 104.97031898, 104.68583505, 104.39992377,\n", | |
| " 104.11267223, 103.82416792, 103.53449874, 103.24375292,\n", | |
| " 102.95201902, 102.65938591, 102.36594272, 102.07177884,\n", | |
| " 101.77698388, 101.48164763, 101.18586005, 100.88971126,\n", | |
| " 100.59329144, 100.29669091, 100. , 99.70330909,\n", | |
| " 99.40670856, 99.11028874, 98.81413995, 98.51835237,\n", | |
| " 98.22301612, 97.92822116, 97.63405728, 97.34061409,\n", | |
| " 97.04798098, 96.75624708, 96.46550126, 96.17583208,\n", | |
| " 95.88732777, 95.60007623, 95.31416495, 95.02968102,\n", | |
| " 94.7467111 , 94.46534137, 94.18565756, 93.90774486,\n", | |
| " 93.63168791, 93.35757082, 93.08547707, 92.81548955,\n", | |
| " 92.5476905 , 92.2821615 , 92.01898343, 91.75823646,\n", | |
| " 91.5 , 91.24435273, 90.99137251, 90.7411364 ,\n", | |
| " 90.49372064, 90.24920058, 90.00765071, 89.76914461,\n", | |
| " 89.53375492, 89.30155335, 89.07261064, 88.84699651,\n", | |
| " 88.62477969, 88.40602788, 88.1908077 , 87.97918472,\n", | |
| " 87.77122339, 87.56698707, 87.36653797, 87.16993714,\n", | |
| " 86.97724447, 86.78851866, 86.60381719, 86.42319633,\n", | |
| " 86.2467111 , 86.07441525, 85.90636127, 85.74260034,\n", | |
| " 85.58318237, 85.42815589, 85.27756814, 85.13146498,\n", | |
| " 84.98989092, 84.85288909, 84.72050121, 84.59276762,\n", | |
| " 84.46972722, 84.35141749, 84.23787447, 84.12913275,\n", | |
| " 84.02522545, 83.92618421, 83.83203922, 83.74281915,\n", | |
| " 83.65855117, 83.57926095, 83.50497265, 83.4357089 ,\n", | |
| " 83.37149079, 83.31233788, 83.2582682 , 83.20929821,\n", | |
| " 83.16544283, 83.12671542, 83.09312778, 83.06469013,\n", | |
| " 83.04141115, 83.02329791, 83.01035594, 83.00258918,\n", | |
| " 83. , 83.00258918, 83.01035594, 83.02329791,\n", | |
| " 83.04141115, 83.06469013, 83.09312778, 83.12671542,\n", | |
| " 83.16544283, 83.20929821, 83.2582682 , 83.31233788,\n", | |
| " 83.37149079, 83.4357089 , 83.50497265, 83.57926095,\n", | |
| " 83.65855117, 83.74281915, 83.83203922, 83.92618421,\n", | |
| " 84.02522545, 84.12913275, 84.23787447, 84.35141749,\n", | |
| " 84.46972722, 84.59276762, 84.72050121, 84.85288909,\n", | |
| " 84.98989092, 85.13146498, 85.27756814, 85.42815589,\n", | |
| " 85.58318237, 85.74260034, 85.90636127, 86.07441525,\n", | |
| " 86.2467111 , 86.42319633, 86.60381719, 86.78851866,\n", | |
| " 86.97724447, 87.16993714, 87.36653797, 87.56698707,\n", | |
| " 87.77122339, 87.97918472, 88.1908077 , 88.40602788,\n", | |
| " 88.62477969, 88.84699651, 89.07261064, 89.30155335,\n", | |
| " 89.53375492, 89.76914461, 90.00765071, 90.24920058,\n", | |
| " 90.49372064, 90.7411364 , 90.99137251, 91.24435273,\n", | |
| " 91.5 , 91.75823646, 92.01898343, 92.2821615 ,\n", | |
| " 92.5476905 , 92.81548955, 93.08547707, 93.35757082,\n", | |
| " 93.63168791, 93.90774486, 94.18565756, 94.46534137,\n", | |
| " 94.7467111 , 95.02968102, 95.31416495, 95.60007623,\n", | |
| " 95.88732777, 96.17583208, 96.46550126, 96.75624708,\n", | |
| " 97.04798098, 97.34061409, 97.63405728, 97.92822116,\n", | |
| " 98.22301612, 98.51835237, 98.81413995, 99.11028874,\n", | |
| " 99.40670856, 99.70330909, 100. , 100.29669091,\n", | |
| " 100.59329144, 100.88971126, 101.18586005, 101.48164763,\n", | |
| " 101.77698388, 102.07177884, 102.36594272, 102.65938591,\n", | |
| " 102.95201902, 103.24375292, 103.53449874, 103.82416792,\n", | |
| " 104.11267223, 104.39992377, 104.68583505, 104.97031898,\n", | |
| " 105.2532889 , 105.53465863, 105.81434244, 106.09225514,\n", | |
| " 106.36831209, 106.64242918, 106.91452293, 107.18451045,\n", | |
| " 107.4523095 , 107.7178385 , 107.98101657, 108.24176354,\n", | |
| " 108.5 , 108.75564727, 109.00862749, 109.2588636 ,\n", | |
| " 109.50627936, 109.75079942, 109.99234929, 110.23085539,\n", | |
| " 110.46624508, 110.69844665, 110.92738936, 111.15300349,\n", | |
| " 111.37522031, 111.59397212, 111.8091923 , 112.02081528,\n", | |
| " 112.22877661, 112.43301293, 112.63346203, 112.83006286,\n", | |
| " 113.02275553, 113.21148134, 113.39618281, 113.57680367,\n", | |
| " 113.7532889 , 113.92558475, 114.09363873, 114.25739966,\n", | |
| " 114.41681763, 114.57184411, 114.72243186, 114.86853502,\n", | |
| " 115.01010908, 115.14711091, 115.27949879, 115.40723238,\n", | |
| " 115.53027278, 115.64858251, 115.76212553, 115.87086725,\n", | |
| " 115.97477455, 116.07381579, 116.16796078, 116.25718085,\n", | |
| " 116.34144883, 116.42073905, 116.49502735, 116.5642911 ,\n", | |
| " 116.62850921, 116.68766212, 116.7417318 , 116.79070179,\n", | |
| " 116.83455717, 116.87328458, 116.90687222, 116.93530987,\n", | |
| " 116.95858885, 116.97670209, 116.98964406, 116.99741082])" | |
| ] | |
| }, | |
| "execution_count": 94, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "x" | |
| ] | |
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| { | |
| "cell_type": "code", | |
| "execution_count": 95, | |
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| "data": { | |
| "text/plain": [ | |
| "array([ 100. , 100.29669091, 100.59329144, 100.88971126,\n", | |
| " 101.18586005, 101.48164763, 101.77698388, 102.07177884,\n", | |
| " 102.36594272, 102.65938591, 102.95201902, 103.24375292,\n", | |
| " 103.53449874, 103.82416792, 104.11267223, 104.39992377,\n", | |
| " 104.68583505, 104.97031898, 105.2532889 , 105.53465863,\n", | |
| " 105.81434244, 106.09225514, 106.36831209, 106.64242918,\n", | |
| " 106.91452293, 107.18451045, 107.4523095 , 107.7178385 ,\n", | |
| " 107.98101657, 108.24176354, 108.5 , 108.75564727,\n", | |
| " 109.00862749, 109.2588636 , 109.50627936, 109.75079942,\n", | |
| " 109.99234929, 110.23085539, 110.46624508, 110.69844665,\n", | |
| " 110.92738936, 111.15300349, 111.37522031, 111.59397212,\n", | |
| " 111.8091923 , 112.02081528, 112.22877661, 112.43301293,\n", | |
| " 112.63346203, 112.83006286, 113.02275553, 113.21148134,\n", | |
| " 113.39618281, 113.57680367, 113.7532889 , 113.92558475,\n", | |
| " 114.09363873, 114.25739966, 114.41681763, 114.57184411,\n", | |
| " 114.72243186, 114.86853502, 115.01010908, 115.14711091,\n", | |
| " 115.27949879, 115.40723238, 115.53027278, 115.64858251,\n", | |
| " 115.76212553, 115.87086725, 115.97477455, 116.07381579,\n", | |
| " 116.16796078, 116.25718085, 116.34144883, 116.42073905,\n", | |
| " 116.49502735, 116.5642911 , 116.62850921, 116.68766212,\n", | |
| " 116.7417318 , 116.79070179, 116.83455717, 116.87328458,\n", | |
| " 116.90687222, 116.93530987, 116.95858885, 116.97670209,\n", | |
| " 116.98964406, 116.99741082, 117. , 116.99741082,\n", | |
| " 116.98964406, 116.97670209, 116.95858885, 116.93530987,\n", | |
| " 116.90687222, 116.87328458, 116.83455717, 116.79070179,\n", | |
| " 116.7417318 , 116.68766212, 116.62850921, 116.5642911 ,\n", | |
| " 116.49502735, 116.42073905, 116.34144883, 116.25718085,\n", | |
| " 116.16796078, 116.07381579, 115.97477455, 115.87086725,\n", | |
| " 115.76212553, 115.64858251, 115.53027278, 115.40723238,\n", | |
| " 115.27949879, 115.14711091, 115.01010908, 114.86853502,\n", | |
| " 114.72243186, 114.57184411, 114.41681763, 114.25739966,\n", | |
| " 114.09363873, 113.92558475, 113.7532889 , 113.57680367,\n", | |
| " 113.39618281, 113.21148134, 113.02275553, 112.83006286,\n", | |
| " 112.63346203, 112.43301293, 112.22877661, 112.02081528,\n", | |
| " 111.8091923 , 111.59397212, 111.37522031, 111.15300349,\n", | |
| " 110.92738936, 110.69844665, 110.46624508, 110.23085539,\n", | |
| " 109.99234929, 109.75079942, 109.50627936, 109.2588636 ,\n", | |
| " 109.00862749, 108.75564727, 108.5 , 108.24176354,\n", | |
| " 107.98101657, 107.7178385 , 107.4523095 , 107.18451045,\n", | |
| " 106.91452293, 106.64242918, 106.36831209, 106.09225514,\n", | |
| " 105.81434244, 105.53465863, 105.2532889 , 104.97031898,\n", | |
| " 104.68583505, 104.39992377, 104.11267223, 103.82416792,\n", | |
| " 103.53449874, 103.24375292, 102.95201902, 102.65938591,\n", | |
| " 102.36594272, 102.07177884, 101.77698388, 101.48164763,\n", | |
| " 101.18586005, 100.88971126, 100.59329144, 100.29669091,\n", | |
| " 100. , 99.70330909, 99.40670856, 99.11028874,\n", | |
| " 98.81413995, 98.51835237, 98.22301612, 97.92822116,\n", | |
| " 97.63405728, 97.34061409, 97.04798098, 96.75624708,\n", | |
| " 96.46550126, 96.17583208, 95.88732777, 95.60007623,\n", | |
| " 95.31416495, 95.02968102, 94.7467111 , 94.46534137,\n", | |
| " 94.18565756, 93.90774486, 93.63168791, 93.35757082,\n", | |
| " 93.08547707, 92.81548955, 92.5476905 , 92.2821615 ,\n", | |
| " 92.01898343, 91.75823646, 91.5 , 91.24435273,\n", | |
| " 90.99137251, 90.7411364 , 90.49372064, 90.24920058,\n", | |
| " 90.00765071, 89.76914461, 89.53375492, 89.30155335,\n", | |
| " 89.07261064, 88.84699651, 88.62477969, 88.40602788,\n", | |
| " 88.1908077 , 87.97918472, 87.77122339, 87.56698707,\n", | |
| " 87.36653797, 87.16993714, 86.97724447, 86.78851866,\n", | |
| " 86.60381719, 86.42319633, 86.2467111 , 86.07441525,\n", | |
| " 85.90636127, 85.74260034, 85.58318237, 85.42815589,\n", | |
| " 85.27756814, 85.13146498, 84.98989092, 84.85288909,\n", | |
| " 84.72050121, 84.59276762, 84.46972722, 84.35141749,\n", | |
| " 84.23787447, 84.12913275, 84.02522545, 83.92618421,\n", | |
| " 83.83203922, 83.74281915, 83.65855117, 83.57926095,\n", | |
| " 83.50497265, 83.4357089 , 83.37149079, 83.31233788,\n", | |
| " 83.2582682 , 83.20929821, 83.16544283, 83.12671542,\n", | |
| " 83.09312778, 83.06469013, 83.04141115, 83.02329791,\n", | |
| " 83.01035594, 83.00258918, 83. , 83.00258918,\n", | |
| " 83.01035594, 83.02329791, 83.04141115, 83.06469013,\n", | |
| " 83.09312778, 83.12671542, 83.16544283, 83.20929821,\n", | |
| " 83.2582682 , 83.31233788, 83.37149079, 83.4357089 ,\n", | |
| " 83.50497265, 83.57926095, 83.65855117, 83.74281915,\n", | |
| " 83.83203922, 83.92618421, 84.02522545, 84.12913275,\n", | |
| " 84.23787447, 84.35141749, 84.46972722, 84.59276762,\n", | |
| " 84.72050121, 84.85288909, 84.98989092, 85.13146498,\n", | |
| " 85.27756814, 85.42815589, 85.58318237, 85.74260034,\n", | |
| " 85.90636127, 86.07441525, 86.2467111 , 86.42319633,\n", | |
| " 86.60381719, 86.78851866, 86.97724447, 87.16993714,\n", | |
| " 87.36653797, 87.56698707, 87.77122339, 87.97918472,\n", | |
| " 88.1908077 , 88.40602788, 88.62477969, 88.84699651,\n", | |
| " 89.07261064, 89.30155335, 89.53375492, 89.76914461,\n", | |
| " 90.00765071, 90.24920058, 90.49372064, 90.7411364 ,\n", | |
| " 90.99137251, 91.24435273, 91.5 , 91.75823646,\n", | |
| " 92.01898343, 92.2821615 , 92.5476905 , 92.81548955,\n", | |
| " 93.08547707, 93.35757082, 93.63168791, 93.90774486,\n", | |
| " 94.18565756, 94.46534137, 94.7467111 , 95.02968102,\n", | |
| " 95.31416495, 95.60007623, 95.88732777, 96.17583208,\n", | |
| " 96.46550126, 96.75624708, 97.04798098, 97.34061409,\n", | |
| " 97.63405728, 97.92822116, 98.22301612, 98.51835237,\n", | |
| " 98.81413995, 99.11028874, 99.40670856, 99.70330909])" | |
| ] | |
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| "metadata": {}, | |
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| } | |
| ], | |
| "source": [ | |
| "y" | |
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