{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "source": [ "%pylab inline\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "from rayopt import *\n", "\n", "np.set_printoptions(precision=3)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "O_S-LAH66 oslo OHARA\n", "S-LAH66 oslo OHARA\n", "N-LAF34 oslo SCHOTT\n", "H_TAF1 oslo HOYA\n", "TAF1 oslo HOYA\n", "E-LASF016 oslo HIKARI\n", "K_ELASF016 oslo HIKARI\n", "K-LASFN7 oslo SUMITA\n", "K-LaSFn7 oslo SUMITA\n", "U_LASFN7 oslo SUMITA\n", "H-LAF50A oslo CDGM\n", "E-LASF016 zemax HIKARI\n", "H-LAF50A zemax CDGM\n", "N-LAF34 zemax SCHOTT\n" ] } ], "source": [ "from sqlalchemy import func\n", "l = Library.one()\n", "q = l.session.query(library.Material\n", " ).filter(func.abs(library.Material.nd - 1.7725) < .0001\n", " ).filter(func.abs(library.Material.vd - 49.61) < .01)\n", "for g in q:\n", " print(g.name, g.catalog.source, g.catalog.name)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "System: Nikon AF DX Fisheye-Nikkor 10.5mm f/2.8G ED\n", "Scale: 1.0 mm\n", "Wavelengths: 588, 656, 486 nm\n", "Fields: 0, 0.7, 1\n", "Object:\n", " Semi-Angle: 91 deg\n", " Projection: equisolid\n", " Pupil:\n", " Pupil Distance: 20.9267\n", " Refractive Index: 1.00028\n", " Aim: True\n", " Radius: 1.875\n", "Image:\n", " Radius: 20\n", " Update Radius: True\n", " Pupil:\n", " Pupil Distance: -63.1559\n", " Refractive Index: 1.00028\n", " Update Radius: True\n", " Radius: 11.2843\n", "Stop: 13\n", "Elements:\n", " # T Distance Rad Curv Diameter Material n nd Vd\n", " 0 S 0 50 60 basic/air 1.000 1.000 89.30\n", " 1 S 5 85 54 HIKARI/E-SK16 1.620 1.620 60.29\n", " 2 S 2.04 16.45 30.4 basic/air 1.000 1.000 89.30\n", " 3 S 8.32 61.18 34 HIKARI/E-LASF09 1.816 1.816 46.62\n", " 4 S 1.7 20.15 26 basic/air 1.000 1.000 89.30\n", " 5 S 10.316 -204 22 HIKARI/E-LAF02 1.720 1.720 43.68\n", " 6 S 3.43 -31.26 22 basic/air 1.000 1.000 89.30\n", " 7 S 0.25 -27 22 HIKARI/E-LASF016 1.772 1.772 49.61\n", " 8 S 2.78 11.48 16 HIKARI/E-SF10 1.728 1.728 28.46\n", " 9 S 4.93 -55.84 16 basic/air 1.000 1.000 89.30\n", "10 S 5.865 59.67 12 HIKARI/E-KF6 1.517 1.517 52.30\n", "11 S 2.57 -14.2 12 HIKARI/E-LASF05 1.835 1.835 42.72\n", "12 S 1.41 -76 12 basic/air 1.000 1.000 89.30\n", "13 S 3.66 inf 12 basic/air 1.000 1.000 89.30\n", "14 S 6.467 -1732 18 HIKARI/E-SF03 1.847 1.847 23.78\n", "15 S 1.49 29.9 18 HIKARI/E-FK01 1.497 1.497 81.63\n", "16 S 4.02 -21.55 18 basic/air 1.000 1.000 89.30\n", "17 S 0.19 44.74 20 HIKARI/E-LAK7 1.652 1.652 58.54\n", "18 S 3.21 -44.74 20 basic/air 1.000 1.000 89.30\n", "19 S 41.1 inf 40 basic/air 1.000 1.000 89.30\n", "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/rj/work/nist/pyrayopt/rayopt/utils.py:56: RuntimeWarning: invalid value encountered in sqrt\n", " u1 = u/np.sqrt(1 - u2)\n" ] } ], "source": [ "columns = \"radius roc distance material\".split()\n", "text = \"\"\"\n", "30 50. 5. air\n", "27 85. 2.04 HIKARI/E-SK16\n", "15.2 16.45 8.32 air\n", "17 61.18 1.7 HIKARI/E-LASF09\n", "13 20.15 10.316 air\n", "11 -204. 3.43 HIKARI/E-LAF02\n", "11 -31.26 0.25 air\n", "11 -27. 2.78 HIKARI/E-LASF016\n", "8 11.48 4.93 HIKARI/E-SF10\n", "8 -55.84 5.865 air\n", "6 59.67 2.57 HIKARI/E-KF6\n", "6 -14.2 1.41 HIKARI/E-LASF05\n", "6 -76. 3.66 air\n", "6 0 6.467 air\n", "9 -1732 1.49 HIKARI/E-SF03\n", "9 29.9 4.02 HIKARI/E-FK01\n", "9 -21.55 .19 air\n", "10 44.74 3.21 HIKARI/E-LAK7\n", "10 -44.74 41.1 air\n", "20 0 0 air\n", "\"\"\"\n", "\n", "s = system_from_text(text, columns, shifts={\"distance\": 1})\n", "s.description = \"Nikon AF DX Fisheye-Nikkor 10.5mm f/2.8G ED\"\n", "s.object = InfiniteConjugate(angle_deg=91., projection=\"equisolid\",\n", " pupil=dict(radius=10.5/2.8/2, aim=True))\n", "s.fields = 0, .7, 1.\n", "s.stop = 13\n", "s.update()\n", "print(s)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false, "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/rj/work/nist/pyrayopt/rayopt/utils.py:56: RuntimeWarning: invalid value encountered in sqrt\n", " u1 = u/np.sqrt(1 - u2)\n", "/home/rj/work/nist/pyrayopt/rayopt/paraxial_trace.py:186: RuntimeWarning: divide by zero encountered in true_divide\n", " return self.n[(0, -2), ]/(2*na)\n", "/home/rj/work/nist/pyrayopt/rayopt/paraxial_trace.py:191: RuntimeWarning: divide by zero encountered in true_divide\n", " return 1.22*self.wavelength/(2*na)/self.system.scale\n", "/home/rj/work/nist/pyrayopt/rayopt/elements.py:497: RuntimeWarning: invalid value encountered in sqrt\n", " g = np.sqrt(np.square(d) - e*f)\n", "/home/rj/work/nist/pyrayopt/rayopt/elements.py:368: RuntimeWarning: invalid value encountered in sqrt\n", " g = -a + np.sign(mu)*np.sqrt(np.square(a) - b)\n", "/home/rj/work/nist/pyrayopt/rayopt/elements.py:208: RuntimeWarning: invalid value encountered in less_equal\n", " good = np.square(y[:, :2]).sum(1) <= self.radius**2\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "System: Nikon AF DX Fisheye-Nikkor 10.5mm f/2.8G ED\n", "Scale: 1.0 mm\n", "Wavelengths: 588, 656, 486 nm\n", "Fields: 0, 0.7, 1\n", "Object:\n", " Semi-Angle: 91 deg\n", " Projection: equisolid\n", " Pupil:\n", " Pupil Distance: 20.9267\n", " Refractive Index: 1.00028\n", " Aim: True\n", " Radius: 1.875\n", "Image:\n", " Radius: 20\n", " Update Radius: True\n", " Pupil:\n", " Pupil Distance: -63.1559\n", " Refractive Index: 1.00028\n", " Update Radius: True\n", " Radius: 11.2843\n", "Stop: 13\n", "Elements:\n", " # T Distance Rad Curv Diameter Material n nd Vd\n", " 0 S 0 50 60 basic/air 1.000 1.000 89.30\n", " 1 S 5 85 54 HIKARI/E-SK16 1.620 1.620 60.29\n", " 2 S 2.04 16.45 30.4 basic/air 1.000 1.000 89.30\n", " 3 S 8.32 61.18 34 HIKARI/E-LASF09 1.816 1.816 46.62\n", " 4 S 1.7 20.15 26 basic/air 1.000 1.000 89.30\n", " 5 S 10.316 -204 22 HIKARI/E-LAF02 1.720 1.720 43.68\n", " 6 S 3.43 -31.26 22 basic/air 1.000 1.000 89.30\n", " 7 S 0.25 -27 22 HIKARI/E-LASF016 1.772 1.772 49.61\n", " 8 S 2.78 11.48 16 HIKARI/E-SF10 1.728 1.728 28.46\n", " 9 S 4.93 -55.84 16 basic/air 1.000 1.000 89.30\n", "10 S 5.865 59.67 12 HIKARI/E-KF6 1.517 1.517 52.30\n", "11 S 2.57 -14.2 12 HIKARI/E-LASF05 1.835 1.835 42.72\n", "12 S 1.41 -76 12 basic/air 1.000 1.000 89.30\n", "13 S 3.66 inf 12 basic/air 1.000 1.000 89.30\n", "14 S 6.467 -1732 18 HIKARI/E-SF03 1.847 1.847 23.78\n", "15 S 1.49 29.9 18 HIKARI/E-FK01 1.497 1.497 81.63\n", "16 S 4.02 -21.55 18 basic/air 1.000 1.000 89.30\n", "17 S 0.19 44.74 20 HIKARI/E-LAK7 1.652 1.652 58.54\n", "18 S 3.21 -44.74 20 basic/air 1.000 1.000 89.30\n", "19 S 41.08 inf 40 basic/air 1.000 1.000 89.30\n", "\n", "lagrange: nan\n", "track length: 62.648\n", "object, image height: [ nan nan]\n", "front, back focal length (from PP): [ nan nan]\n", "entry, exit pupil height: [ nan nan]\n", "entry, exit pupil distance: [ nan nan]\n", "front, back focal distance: [ nan nan]\n", "front, back principal distance: [ nan nan]\n", "front, back nodal distance: [ nan nan]\n", "front, back numerical aperture: [ 0. 0.175]\n", "front, back f number: [ nan nan]\n", "front, back working f number: [ inf 2.864]\n", "front, back airy radius: [ inf 0.002]\n", "transverse, angular magnification: [ -0. nan]\n", "\n", " # T path n axial y axial nu chief y chief nu\n", " 0 S 0 1 1.875 0 nan 1\n", " 1 S 5 1.62 1.875 -0.01368 nan nan\n", " 2 S 7.04 1 1.858 0.05636 nan nan\n", " 3 S 15.36 1.816 2.327 0.02534 nan nan\n", " 4 S 17.06 1 2.35 0.1205 nan nan\n", " 5 S 27.38 1.72 3.593 0.1332 nan nan\n", " 6 S 30.81 1 3.858 0.04432 nan nan\n", " 7 S 31.06 1.772 3.869 0.155 nan nan\n", " 8 S 33.84 1.728 4.112 0.1708 nan nan\n", " 9 S 38.77 1 4.6 0.1109 nan nan\n", "10 S 44.63 1.517 5.25 0.06537 nan nan\n", "11 S 47.2 1.835 5.361 0.1852 nan nan\n", "12 S 48.61 1 5.503 0.1248 nan nan\n", "13 S 52.27 1 5.959 0.1248 nan nan\n", "14 S 58.74 1.847 6.766 0.1281 nan nan\n", "15 S 60.23 1.497 6.869 0.2084 nan nan\n", "16 S 64.25 1 7.429 0.03717 nan nan\n", "17 S 64.44 1.652 7.436 -0.07109 nan nan\n", "18 S 67.65 1 7.298 -0.1773 nan nan\n", "19 S 108.7 1 0.01171 -0.1773 nan nan\n", "\n", " # T SA3 CMA3 AST3 PTZ3 DIS3 TACHC TCHC\n", " 0 S nan nan nan nan nan nan nan\n", " 1 S nan nan nan nan nan nan nan\n", " 2 S nan nan nan nan nan nan nan\n", " 3 S nan nan nan nan nan nan nan\n", " 4 S nan nan nan nan nan nan nan\n", " 5 S nan nan nan nan nan nan nan\n", " 6 S nan nan nan nan nan nan nan\n", " 7 S nan nan nan nan nan nan nan\n", " 8 S nan nan nan nan nan nan nan\n", " 9 S nan nan nan nan nan nan nan\n", "10 S nan nan nan nan nan nan nan\n", "11 S nan nan nan nan nan nan nan\n", "12 S nan nan nan nan nan nan nan\n", "13 S nan nan nan nan nan nan nan\n", "14 S nan nan nan nan nan nan nan\n", "15 S nan nan nan nan nan nan nan\n", "16 S nan nan nan nan nan nan nan\n", "17 S nan nan nan nan nan nan nan\n", "18 S nan nan nan nan nan nan nan\n", "19 S nan nan nan nan nan nan nan\n", " nan nan nan nan nan nan nan\n", "\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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kp2xX3Ag7JIwEWdVZMrvzb1feBs+GB74LHyGDQvDh+A8x2HYwp1XM/Lp8nMg4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\nck/Zycne3h6jRo1S1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D45HkOPDMWO3jugr6Ofq/1D2gcMOjwI3j28UatCLbnqJyIiIqLP\nilVYtbe3h4aGBk6fPq3QOGXLlkWrVq1w5cqVfPt+SPsAl/0uWNN1DUyqmUjtmy1kY9iRYRhmOgxd\njLrkahcEAW4n3dC9QXc4NXaSu34iIiIi+qxYhVWRSIRZs2ZhxYoVCo/VsWNH+Pv7S+0jCAJGHRsF\n+/r2GNxicL5j/hr4K5LSk/I8e3XH7R2IiI/Ab11+k6tmIiIiIvpasQqrANCvXz/ExcUhKChIoXHs\n7Oxw8eJFqX1WBa1C3Ic4rO66Ot/xrsVdw+rrq+Hr4guxmjhX+8OEh5h5fiZ8XXyhpaEld91ERERE\n9D/FLqyKxWJMnz4dv/76q0LjWFtb48mTJ3j58qXE9oCnAfC85okD/Q6grLis1LHepr6F6yFXbOm5\nBQYVDXK1f8r8BNdDrljUYVG+SwmIiIiISHbFLqwCwMiRIxEYGIi7d+/KPYZYLIadnR0uXLiQq+1l\n0ku4HnLFjt47UKdSHanjCIKAkX+NRN8mfdGzUU+JfX7y+wkGFQwwznKc3PUSERERUW7FMqyWL18e\nM2bMgIeHh0LjdO3aFWfPnv3q1zKzMzHw4ECMNh+Nbg265TvG2htr8SLxBZZ3Xi6x/Wz0Wey7u0+m\nI6+IiIiIqGCKZVgFgAkTJiAoKAh///233GN06dIF58+f/+oorHl+81BWXBYL2i/I9/ng58FYdmUZ\n9vXdhzLqZXK1xyfHY+RfI7Gz907oltOVu04iIiIikqzYhtVy5cph7ty5mDdvntxj1KtXDzo6Orhz\n5w4A4K/7f2HPnT15Hub/bx/SPmDAwQHY5LgJ9SrXy9WeLWRjxNERGGk2Eh3rdZS7RiIiIiLKW7EN\nqwAwevRoREZGIjAwUO4xunTpgnPnzuHR20cYc3wM9vfbn+8sqCAIGH18NBwaOKBv074S+6y7sQ5v\nU99iYYeFctdGRERERNIV67BatmxZLFiwAPPmzYMgCHKN0bVrV5w6fwou+12woP0CtK7dOt9nvG95\nI/ptNFZ2XSmxPfRFKJZdWYY9Lnugoa4hV11ERERElL9iHVYBYNiwYXj+/Dn8/Pzker5Dhw64Wv4q\nGlZuiAlWE/Ltf/vlbcz3n499ffdBU6yZqz05PRmuh1yxptsa1K9cX66aiIiIiEg2xT6sisViLFq0\nCD/99JNcs6sVKlSAeiN1OJR1yHe3fuKnRPQ/2B9ru62FcVVjiX2mnJmCVrVbYVDzQQWuhYiIiIgK\nptiHVQAYMGAAUlJScOLECbmeL69VHlevXpXaRxAEjDs5Dm0N2+YZRA/cPYBLTy9hg8MGueogIiIi\nooIpEWFVTU0NS5Yswfz58786hkpWOuV14H/ZX2qfP8P+ROjLUKxzWCex/en7p5hwagL29NkDnbI6\nBa6BiIiIiAquRIRVAOjVqxfKlCmDgwcPFvhZnXI6SEpNQlRUlMT2yNeRmHVhFvb33Y9yGuVytWdm\nZ2Lw4cGYYTMDVrWsCvx+IiIiIpJPiQmrIpEIP//8MxYsWIDMzMwCPStWF+O7dt/h5MmTudpSMlLQ\n/0B/rOi8As2qNZP4/M8BP0NLQwszbGbIVTsRERERyafEhFUAsLe3R/Xq1bFr164CPaehpgHbtrY4\nfvx4rrbJpyfDrIYZRpqNlPjsladX4H3LGzt774SaqET9dhERERGVeCUqfYlEInh6emLevHlISkqS\n+TmxmhjmFuYIDg7Ghw8fvvz6njt7EBAbAC9HL4knBbxLfYchR4Zga8+t0NfRV8rPQERERESyK1Fh\nFQBatWqFTp06Yfny5TI/I1YTQ6OsBr777jucPXsWABCVEIXJZyZjX999EjdMCYKAsSfGonej3nA0\ndlRa/UREREQkuxIXVgFg+fLl8Pb2xuPHj2Xqr6GugYysDPTs2RMnTpxAWmYa+h/sj8UdFsOshpnE\nZ7aFbkNUQhRW2K9QZulEREREVAAlMqzWqlUL06ZNw8yZM2XqL1YTIzM7E46Ojjh9+jSmn52OBlUa\nwM3STWL/+2/uY87FOfB18ZV4ixURERERFY4SGVYBYNq0aQgNDYW/v/TzU4HPG6wysjNgaGgIbUtt\nHLl7BFt6bpG4TvVT5ie4HnLFUrulaKLXRBWlExEREZGMSmxY1dTUxK+//oopU6bke5RVzswqAOhY\n68D0oykqaVaS2PfHCz+ifuX6GNNyjNJrJiIiIqKCKbFhFQD69OmDKlWqYOvWrVL75axZBYC6BnUR\nHhYusd+pqFM4fP9wnrOuRERERFS4SnRYFYlEWLNmDTw8PPDu3bs8+/17ZrVG9RpITElEdHT0V31e\nJL7A98e+xy7nXaiiVUWldRMRERGRbEp0WAUAU1NT9OnTB4sWLcqzT86ao0L7cQAABFRJREFU1Zz/\nbmHWAkeOHPnSni1kY/jR4Rjbciza1Wmn8pqJiIiISDYlPqwCwOLFi+Hj44PIyEiJ7f+eWdVQ14CJ\nqQkOHTr0pX1V0CqkZKRgfvv5hVIvEREREcmmVIRVPT09zJs3D1OnToUgCLnaNdT+t2ZVrCZG3fp1\nERUVhWfPnuHWP7fgGegJnz4+EKuJC7t0IiIiIpKiVIRVABg/fjxiY2Nx8uTJXG1fzayqaSAb2ejZ\nsyf2Ht4L10Ou2NB9A+pUqlPYJRMRERFRPkpNWNXQ0MC6devg7u6O5OTkr9rEauIva1ZzgmufPn3w\nW+RvaGvYFv2b9S+KkomIiIgoH6UmrAKAvb092rZti/nzv157qqGu8dWa1YysDNh0sMErvVeYZzmv\nKEolIiIiIhmUqrAKAKtWrcKePXtw8+bNL78mVhN/tWY1MzsT5bTKQV1NHRdOXSiqUomIiIgoH6Uu\nrOrq6mLVqlUYPXo0MjL+d1zVv9esZmZnft5MpYavTgUgIiIiouKl1IVVAHB1dYWBgQE8PT0B5F6z\nmpGdAbGaGFnIQuC1QLx//74oyyUiIiKiPJTKs5pEIhG8vLzQsmVLuLi4QENdA5/SPwH43/pVNZEa\n1ERqMDU1xbJlyzB06NAirlo+cXFxRV0CERERkcqUyrAKAIaGhvDw8MDYsWPhuMzxqzWr//5v3eq6\n+PXXX3H69OmiLFchI0eOLOoSiIiIiFSi1IZV4PPZq76+vgi5EYLazWoDyL1+dfee3dAuo12UZRIR\nERFRHkrlmtUc6urq2LJlC06fOo13ie8ASFi/+v+zrERERERU/JTqsAoAzZo1Q/u27XHp8iUIgpDr\nzNWc/yYiIiKi4qfUh1UA2DFtBzQDNXHw4EGJt1kRERERUfH0TYRV3Qq62L5pOyZPnoy0lLSv1qzm\nBFciIiIiKn6+ibAKAG3atEHfvn3xx9Y/ct1mRURERETF0zcTVgHgl19+QfTDaMQ9/3w2qYa6BjdY\nERERERVj31RYLVeuHJbPX46o61F48uQJZ1aJiIiIirlSfc6qJEPthuLV368wZMgQiAeLuWaViIiI\nqBj7pmZWc0ybNg1ly5bFm/g3nFklIiIiKsa+ybCqpqaGnTt3Iv5lPELDQ4u6HCIiIiLKwzcZVgGg\nVq1a+LH1j1g6fSkSExOLuhwiIiIikkAkCIK0dqmNpcGYMWOQkZGBP//8s6hLISIiIvqWiST94jc7\ns5pj9erVuHbtGvbt21fUpRARERHRf3zzM6sAEBwcDEdHR4SEhMDQ0LCoyyEiIiL6FnFmNS9WVlaY\nNm0ahg4diqysrKIuh4iIiIj+H8Pq/5s5cyZEIhE8PT2LuhQiIiIi+n9cBvAvcXFxsLCwwKlTp2Bp\naVnU5RARERF9SyQuA8gvrBIRERERFRkuAyAiIiKiYothlYiIiIiKLYZVIiIiIiq2GFaJiIiIqNhi\nWCUiIiKiYothlYiIiIiKrf8D/stdhBNH9CoAAAAASUVORK5CYII=\n", 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q7WuvWXv0aD4Um0v/+5+1ISHWHj+e/9caNGiQrVSpkm3cuHH+X8y7eeR9Nyft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Na//WXAu5xk97f+LrnV/Tb3E/2pdrzwu1XqB6oeqxtlMgSwEmtp54Z//yzcvs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\nEF59FR5/PCTl8GbM8L5aB6qUmDiT/QnNghlS1Nmxw41Gjx3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Do1mabcUG8U1IVC1alXX7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1iANjzEIAJPnjzP+59c2XSCaMMR8B8GCmbMw8vkXyXl++uJQtgLHyZZJWZl/0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\nqirSEVYlvGGXBAp7pHzCcQngPWlZ8aoEKvokUNgj4Q27pCO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ELY7nORRVnvAqjS3KLsRbKBkHMFSdXZd/AQcJISYD24GPARf022Yj8B5gkRCi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\n8FHgf7LWPn/b57b2P1prf6D8e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b2q0HWL1VCIfcX+ThLy+TyXXHIJn/vc51iyZEm9zTFM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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Analysis(s)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/rj/work/nist/pyrayopt/rayopt/pupils.py:90: RuntimeWarning: invalid value encountered in double_scalars\n", " return self.radius/self.distance\n", "/home/rj/work/nist/pyrayopt/rayopt/conjugates.py:135: RuntimeWarning: divide by zero encountered in double_scalars\n", " return self.radius/self.pupil.distance\n" ] } ], "source": [ "import copy\n", "r = System(copy.deepcopy(s[:s.stop + 1]))\n", "r.reverse()\n", "#r.insert(0, Spheroid(material=air, radius=r[0].radius))\n", "#r[1].distance = .1\n", "r.stop = 0\n", "r.object = FiniteConjugate(radius=r[r.stop].radius)\n", "r.image = FiniteConjugate(radius=r[-1].radius)\n", "r.update()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "System: \n", "Scale: 1.0 mm\n", "Wavelengths: 588, 656, 486 nm\n", "Fields: 0\n", "Object:\n", " Radius: 6\n", " Pupil:\n", " Pupil Distance: 0\n", " Refractive Index: 1.00028\n", " Radius: 0\n", "Image:\n", " Radius: 30\n", " Pupil:\n", " Pupil Distance: -20.9267\n", " Refractive Index: 1.00028\n", " Radius: 0\n", "Stop: 0\n", "Elements:\n", " # T Distance Rad Curv Diameter Material n nd Vd\n", " 0 S 0 inf 12 basic/air 1.000 1.000 89.30\n", " 1 S 3.66 76 12 HIKARI/E-LASF05 1.835 1.835 42.72\n", " 2 S 1.41 14.2 12 HIKARI/E-KF6 1.517 1.517 52.30\n", " 3 S 2.57 -59.67 12 basic/air 1.000 1.000 89.30\n", " 4 S 5.865 55.84 16 HIKARI/E-SF10 1.728 1.728 28.46\n", " 5 S 4.93 -11.48 16 HIKARI/E-LASF016 1.772 1.772 49.61\n", " 6 S 2.78 27 22 basic/air 1.000 1.000 89.30\n", " 7 S 0.25 31.26 22 HIKARI/E-LAF02 1.720 1.720 43.68\n", " 8 S 3.43 204 22 basic/air 1.000 1.000 89.30\n", " 9 S 10.316 -20.15 26 HIKARI/E-LASF09 1.816 1.816 46.62\n", "10 S 1.7 -61.18 34 basic/air 1.000 1.000 89.30\n", "11 S 8.32 -16.45 30.4 HIKARI/E-SK16 1.620 1.620 60.29\n", "12 S 2.04 -85 54 basic/air 1.000 1.000 89.30\n", "13 S 5 -50 60 None nan nan nan\n", "\n" ] }, { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "r.plot(plt.gca())\n", "print(str(r))" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/rj/work/nist/pyrayopt/rayopt/elements.py:208: RuntimeWarning: invalid value encountered in less_equal\n", " good = np.square(y[:, :2]).sum(1) <= self.radius**2\n" ] } ], "source": [ "n, m = 31, 7\n", "g = GeometricTrace(r)\n", "y = np.linspace(-1, 1, n)*r[r.stop].radius\n", "y = np.c_[0*y, y][:, None, :]\n", "u = np.linspace(0, 1, m)*.43\n", "u = np.r_[u, u + 1e-3]\n", "u = np.c_[0*u, u][None, :, :]\n", "y, u = np.broadcast_arrays(y, u)\n", "y, u = y.reshape(-1, 2), u.reshape(-1, 2)\n", "g.rays_given(y, u)\n", "g.propagate(clip=True)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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Url07zJs3D6+88gpKS0uBlBQgJwfo1Engb8A0jo6O8PLyQkZGhtRNEQUFOiEi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\nMNCJiIh0gIFORESkA/8Hx87c0aCQEw0AAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(10, 10))\n", "r.plot(ax)\n", "#g.plot(ax)\n", "y = g.y[-1].reshape(n, 2, m, 3)\n", "u = g.u[-1].reshape(n, 2, m, 3)\n", "l = (y[:, 1, :, 1] - y[:, 0, :, 1])*u[:, 1, :, 2]\n", "l += (y[:, 0, :, 2] - y[:, 1, :, 2])*u[:, 1, :, 1]\n", "l /= u[:, 0, :, 1]*u[:, 1, :, 2] - u[:, 0, :, 2]*u[:, 1, :, 1]\n", "i = r[-1].from_normal(y + l[:, None, :, None]*u) + r.origins[-1]\n", "ax.plot(i[:, 0, :, 2], i[:, 0, :, 1], \"r-\");\n", "ax.plot(i[n//2, 0, :, 2], i[n//2, 0, :, 1], \"r.\");\n", "#i = np.r_[r[-1].from_normal(y) + r.origins[-1], i].reshape(2, -1, 3)\n", "#ax.plot(i[:, :, 2], i[:, :, 1], \"r-\");" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "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": "3.5.2" } }, "nbformat": 4, "nbformat_minor": 0 }