{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Populating the interactive namespace from numpy and matplotlib\n", "System: US 4\n", "Scale: 1.0 mm\n", "Wavelengths: 588, 656, 486 nm\n", "Fields: 0, 0.7, 1\n", "Object:\n", " Semi-Angle: 4.08 deg\n", " Pupil:\n", " Pupil Distance: 643.087\n", " Refractive Index: 1.00028\n", " Update Radius: True\n", " Radius: 77.3832\n", "Image:\n", " Radius: 21.6\n", " Update Radius: True\n", " Pupil:\n", " Pupil Distance: -127.864\n", " Refractive Index: 1.00028\n", " Update Radius: True\n", " Radius: 33.037\n", "Stop: 14\n", "Elements:\n", " # T Distance Rad Curv Diameter Material n nd Vd\n", " 0 S 0 inf 208.91 basic/air 1.000 1.000 89.30\n", " 1 S 20 443.4 160.7 - 1.498 1.498 82.30\n", " 2 S 14.5 -745.7 160.7 basic/air 1.000 1.000 89.30\n", " 3 S 0.5 235.4 154.86 - 1.498 1.498 82.30\n", " 4 S 21 -599.8 154.86 basic/air 1.000 1.000 89.30\n", " 5 S 6.85 -527.8 151.54 - 1.750 1.750 35.20\n", " 6 S 6 473.8 151.54 basic/air 1.000 1.000 89.30\n", " 7 S 1.7 176.9 143.2 - 1.498 1.498 82.30\n", " 8 S 15 558.2 143.2 basic/air 1.000 1.000 89.30\n", " 9 S 102.7 749.7 77.78 - 1.795 1.795 28.60\n", "10 S 8 -189.5 76.12 - 1.515 1.515 54.60\n", "11 S 3.65 125.3 67.78 basic/air 1.000 1.000 89.30\n", "12 S 12 -148.8 66.12 - 1.464 1.464 65.80\n", "13 S 4.8 97.98 66.12 basic/air 1.000 1.000 89.30\n", "14 S 27.388 inf 60.292 basic/air 1.000 1.000 89.30\n", "15 S 1 -1754 65.7 - 1.689 1.689 31.10\n", "16 S 1.5 110 65.7 - 1.694 1.694 53.80\n", "17 S 7.75 -317.9 65.7 basic/air 1.000 1.000 89.30\n", "18 S 2 169.5 64.44 - 1.699 1.699 30.10\n", "19 S 2.4 113.5 62.78 - 1.697 1.697 55.60\n", "20 S 8 -254.1 62.78 basic/air 1.000 1.000 89.30\n", "21 S 112.22 inf 43.2 basic/air 1.000 1.000 89.30\n", "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "c:\\software\\python37\\lib\\site-packages\\rayopt\\analysis.py:316: UserWarning: No contour levels were found within the data range.\n", " axo.contour(x, y, o, v, cmap=plt.cm.RdBu_r)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "System: US 4\n", "Scale: 1.0 mm\n", "Wavelengths: 588, 656, 486 nm\n", "Fields: 0, 0.7, 1\n", "Object:\n", " Semi-Angle: 4.08 deg\n", " Pupil:\n", " Pupil Distance: 643.087\n", " Refractive Index: 1.00028\n", " Update Radius: True\n", " Radius: 77.3832\n", "Image:\n", " Radius: 21.6\n", " Update Radius: True\n", " Pupil:\n", " Pupil Distance: -127.864\n", " Refractive Index: 1.00028\n", " Update Radius: True\n", " Radius: 33.037\n", "Stop: 14\n", "Elements:\n", " # T Distance Rad Curv Diameter Material n nd Vd\n", " 0 S 0 inf 208.91 basic/air 1.000 1.000 89.30\n", " 1 S 20 443.4 160.7 - 1.498 1.498 82.30\n", " 2 S 14.5 -745.7 160.7 basic/air 1.000 1.000 89.30\n", " 3 S 0.5 235.4 154.86 - 1.498 1.498 82.30\n", " 4 S 21 -599.8 154.86 basic/air 1.000 1.000 89.30\n", " 5 S 6.85 -527.8 151.54 - 1.750 1.750 35.20\n", " 6 S 6 473.8 151.54 basic/air 1.000 1.000 89.30\n", " 7 S 1.7 176.9 143.2 - 1.498 1.498 82.30\n", " 8 S 15 558.2 143.2 basic/air 1.000 1.000 89.30\n", " 9 S 102.7 749.7 77.78 - 1.795 1.795 28.60\n", "10 S 8 -189.5 76.12 - 1.515 1.515 54.60\n", "11 S 3.65 125.3 67.78 basic/air 1.000 1.000 89.30\n", "12 S 12 -148.8 66.12 - 1.464 1.464 65.80\n", "13 S 4.8 97.98 66.12 basic/air 1.000 1.000 89.30\n", "14 S 27.388 inf 60.292 basic/air 1.000 1.000 89.30\n", "15 S 1 -1754 65.7 - 1.689 1.689 31.10\n", "16 S 1.5 110 65.7 - 1.694 1.694 53.80\n", "17 S 7.75 -317.9 65.7 basic/air 1.000 1.000 89.30\n", "18 S 2 169.5 64.44 - 1.699 1.699 30.10\n", "19 S 2.4 113.5 62.78 - 1.697 1.697 55.60\n", "20 S 8 -254.1 62.78 basic/air 1.000 1.000 89.30\n", "21 S 112.38 inf 43.2 basic/air 1.000 1.000 89.30\n", "\n", "lagrange: -5.5328\n", "track length: 246.74\n", "object, image height: [45.967 21.4078]\n", "front, back focal length (from PP): [-300.0873 300.0873]\n", "entry, exit pupil height: [77.3832 33.037 ]\n", "entry, exit pupil distance: [623.0869 -15.6411]\n", "front, back focal distance: [-79.7924 112.4429]\n", "front, back principal distance: [ 220.2949 -187.6444]\n", "front, back nodal distance: [ 220.2949 -187.6444]\n", "front, back numerical aperture: [0. 0.2498]\n", "front, back f number: [1.939 4.5417]\n", "front, back working f number: [ inf 2.0024]\n", "front, back airy radius: [ inf 0.0014]\n", "transverse, angular magnification: [-0. 2.3423]\n", "\n", " # T path n axial y axial nu chief y chief nu\n", " 0 S 0 1 77.38 0 -45.97 0.0715\n", " 1 S 20 1.498 77.38 -0.08684 -44.54 0.1215\n", " 2 S 34.5 1 76.54 -0.1379 -43.36 0.1504\n", " 3 S 35 1.498 76.47 -0.2995 -43.29 0.2419\n", " 4 S 56 1 72.27 -0.3595 -39.89 0.275\n", " 5 S 62.85 1.75 69.81 -0.2604 -38.01 0.221\n", " 6 S 68.85 1 68.92 -0.1514 -37.25 0.1621\n", " 7 S 70.55 1.498 68.66 -0.3445 -36.98 0.2661\n", " 8 S 85.55 1 65.21 -0.2864 -34.31 0.2355\n", " 9 S 188.3 1.795 35.81 -0.3244 -10.13 0.2463\n", "10 S 196.3 1.515 34.36 -0.3752 -9.031 0.2596\n", "11 S 199.9 1 33.46 -0.2379 -8.406 0.2251\n", "12 S 211.9 1.464 30.6 -0.1424 -5.705 0.2073\n", "13 S 216.7 1 30.14 0.000386 -5.025 0.1835\n", "14 S 244.1 1 30.15 0.000386-1.324e-14 0.1835\n", "15 S 245.1 1.689 30.15 0.01222 0.1835 0.1836\n", "16 S 246.6 1.694 30.16 0.01097 0.3465 0.1836\n", "17 S 254.3 1 30.21 -0.0549 1.187 0.181\n", "18 S 256.3 1.699 30.1 -0.179 1.549 0.1746\n", "19 S 258.7 1.697 29.84 -0.1784 1.795 0.1747\n", "20 S 266.7 1 29 -0.2579 2.619 0.1675\n", "21 S 379 1 0.06475 -0.2579 21.41 0.1675\n", "\n", " # T SA3 CMA3 AST3 PTZ3 DIS3 TACHC TCHC\n", " 0 S 0 0 0 0 0 0 0\n", " 1 S -0.1766 0.02932 -0.004867 -0.04436 0.008171 -0.2111 0.03504\n", " 2 S -0.8497 0.7366 -0.6386 -0.02638 0.5765 -0.2875 0.2493\n", " 3 S 0.02235 -0.004005 0.0007177 -0.08354 0.01484 -0.2233 0.04002\n", " 4 S -7.274 5.175 -3.682 -0.03279 2.643 -0.5417 0.3854\n", " 5 S 8.957 -6.32 4.46 0.04803 -3.181 1.616 -1.141\n", " 6 S-0.0003084 0.004357 -0.06155 0.05352 0.1135 -0.01917 0.2708\n", " 7 S -0.01669 0.003311-0.0006565 -0.1112 0.02218 -0.2539 0.05035\n", " 8 S -0.4811 0.4939 -0.5071 0.03523 0.4844 -0.1726 0.1772\n", " 9 S 0.732 -0.6811 0.6337 -0.03497 -0.5571 0.5119 -0.4763\n", "10 S -1.766 0.9018 -0.4605 -0.03225 0.2516 -0.8004 0.4087\n", "11 S -0.00411 -0.0222 -0.1199 0.1605 0.2193 0.02356 0.1272\n", "12 S 1.997 -1.186 0.7044 0.1262 -0.4933 0.2531 -0.1503\n", "13 S 0.3694 0.1586 0.06807 0.1915 0.1114 0.173 0.07427\n", "14 S -0 0 -0 0 0 0 0\n", "15 S 6.42e-05-0.0007008 0.00765 0.01376 -0.2337 0.0257 -0.2806\n", "16 S -0.006061 -0.002409-0.0009578-0.0008602-0.0007227 0.3052 0.1213\n", "17 S -0.0771 0.09116 -0.1078 -0.07623 0.2176 -0.1333 0.1576\n", "18 S -0.006272 -0.009714 -0.01504 -0.1437 -0.2458 -0.1954 -0.3026\n", "19 S 0.0001616 0.0001216 9.158e-05 0.0003891 0.0003618 0.1942 0.1462\n", "20 S -1.522 0.6426 -0.2714 -0.09566 0.155 -0.3083 0.1302\n", "21 S 0 -0 0 0 0 -0 0\n", " -0.1018 0.01047 0.004273 -0.05278 0.1062 -0.04378 0.02343\n", "\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%pylab inline\n", "import warnings\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import rayopt as ro\n", "warnings.simplefilter(\"ignore\", FutureWarning)\n", "np.seterr(divide=\"ignore\", invalid=\"ignore\")\n", "np.set_printoptions(precision=4)\n", "description = \"US 4\"\n", "columns = \"type distance roc diameter material\"\n", "# number of surfaces = 20\n", "lensdata = \"\"\"\n", "O 0.0 0.0 208.91 AIR\n", "S 20 443.373 160.7 1.49782/82.3\n", "S 14.5 -745.663 160.7 AIR\n", "S 0.5 235.41 154.86 1.49782/82.3\n", "S 21 -599.816 154.86 AIR\n", "S 6.85 -527.848 151.54 1.7495/35.2\n", "S 6 473.787 151.54 AIR\n", "S 1.7 176.9 143.2 1.49782/82.3\n", "S 15 558.189 143.2 AIR\n", "S 102.701 749.672 77.78 1.79504/28.6\n", "S 8 -189.496 76.12 1.51454/54.6\n", "S 3.65 125.271 67.78 AIR\n", "S 12 -148.765 66.12 1.4645/65.8\n", "S 4.8 97.985 66.12 AIR\n", "A 27.388 0 60.292 AIR\n", "S 1 -1754.216 65.7 1.68893/31.1\n", "S 1.5 110 65.7 1.6935/53.8\n", "S 7.75 -317.94 65.7 AIR\n", "S 2 169.454 64.44 1.69895/30.1\n", "S 2.4 113.525 62.78 1.6968/55.6\n", "S 8 -254.06 62.78 AIR\n", "I 112.223 0 43.2 AIR\n", "\"\"\"\n", "s = ro.system_from_text(lensdata, columns.split(),\n", " description=description)\n", "s.fields = 0, .7, 1.\n", "s.object.angle = np.deg2rad(4.085000)\n", "s.update()\n", "print(s)\n", "ro.Analysis(s)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 2 }