{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "RayOpt Tutorial\n", "========\n", "\n" ] }, { "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", "import warnings\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "import rayopt as ro\n", "\n", "# ignore matplotlib and numpy warning each other\n", "warnings.simplefilter(\"ignore\", FutureWarning)\n", "# ignore floating point exceptions\n", "np.seterr(divide=\"ignore\", invalid=\"ignore\")\n", "# by default only print 4 significant digits\n", "np.set_printoptions(precision=4)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false, "scrolled": 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", " Semi-Angle: 0 deg\n", " Pupil:\n", " Pupil Distance: 1\n", " Radius: 1\n", "Image:\n", " Radius: inf\n", " Update Radius: True\n", " Pupil:\n", " Pupil Distance: -0.133333\n", " Update Radius: True\n", " Radius: 1\n", "Stop: 1\n", "Elements:\n", " # T Distance Rad Curv Diameter Material n nd Vd\n", " 0 S 0 inf inf None nan nan nan\n", " 1 S 1 5 2 - 1.500 1.500 inf\n", " 2 S 0.2 inf inf - 1.000 1.000 inf\n", " 3 S 0 inf inf None nan nan nan\n", "\n" ] } ], "source": [ "s = ro.system_from_yaml(\"\"\"\n", "object:\n", " pupil:\n", " radius: 1\n", "elements:\n", "- {}\n", "- {distance: 1, material: 1.5, roc: 5, radius: 1}\n", "- {distance: .2, material: 1.0}\n", "- {}\n", "\"\"\")\n", "s.update()\n", "print(s)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false, "scrolled": 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", " Semi-Angle: 0 deg\n", " Pupil:\n", " Pupil Distance: 1\n", " Radius: 1\n", "Image:\n", " Radius: inf\n", " Update Radius: True\n", " Pupil:\n", " Pupil Distance: -0.133333\n", " Update Radius: True\n", " Radius: 1\n", "Stop: 1\n", "Elements:\n", " # T Distance Rad Curv Diameter Material n nd Vd\n", " 0 S 0 inf inf None nan nan nan\n", " 1 S 1 5 2 - 1.500 1.500 inf\n", " 2 S 0.2 inf inf - 1.000 1.000 inf\n", " 3 S 9.7839 inf inf None nan nan nan\n", "\n", "lagrange: -0\n", "track length: 0.2\n", "object, image height: [ 0. 0.]\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. 0.0995]\n", "front, back f number: [ nan nan]\n", "front, back working f number: [ inf 5.0249]\n", "front, back airy radius: [ inf 0.0036]\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 0 -0 0\n", " 1 S 1 1.5 1 -0.1 0 0\n", " 2 S 1.2 1 0.9867 -0.1 0 0\n", " 3 S 1.2 1 0.9867 -0.1 0 0\n", "\n", " # T SA3 CMA3 AST3 PTZ3 DIS3 TACHC TCHC\n", " 0 S 0 0 0 0 0 0 0\n", " 1 S nan nan nan -0 nan nan nan\n", " 2 S nan nan nan 0 nan nan nan\n", " 3 S nan nan nan 0 nan nan nan\n", " nan nan nan 0 nan nan nan\n", "\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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EhfSCHE4qHNV3Vk7qO+sHcnMSIIeTTDqTkpAPWAN4N/iu0pwU88fgt/hVPhER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\nIiK6trisEhEREdG19f8BnBFxOZN+3IcAAAAASUVORK5CYII=\n", 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dvSuwGritgk5JRErh3pmDWb+9DY/8v8lRhyJSYmpIi0gkFi5cSNu2bWnRogXV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\nvI8R+DnwIoXPQFzW/V8GvOT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NK0doiUTTpuTatfq2x17CmH3ea9e0cZRv3iR7xvfkzM1TyHvvpXrlqsf2110t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\ndJmrGeodr9P0cRIrQg+JExv0jHjj7DQ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C9kNFCVJ4TJdt6NFoiBCCJ554gk8//ZRvv/32TPdq7RZrd/ny5cycOZNNmzYxatSo0xSZ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\n3rRqWnTqgmpUTp48ybBhw0hNTeXpp59m+vTp1a2mc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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ro.Analysis(s)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SCHOTT-BK|N-BK7 glass rii\n", "SCHOTT-BK|N-BK7HT glass rii\n", "N-BK7 SCHOTT oslo\n", "N-BK7HT SCHOTT oslo\n", "N-BK7_MOLD RPO zemax\n", "N-BK7 SCHOTT zemax\n", "N-BK7HT SCHOTT zemax\n" ] } ], "source": [ "lib = ro.Library.one()\n", "for g in lib.session.query(\n", " ro.library.Material).filter(\n", " ro.library.Material.name.contains(\"N-BK7\")):\n", " print(g.name, g.catalog.name, g.catalog.source)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false, "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "System: \n", "Scale: 1.0 mm\n", "Wavelengths: 588, 656, 486 nm\n", "Fields: 0, 0.7, 1\n", "Object:\n", " Semi-Angle: 5 deg\n", " Pupil:\n", " Pupil Distance: 1\n", " Radius: 1\n", "Image:\n", " Radius: 0.894\n", " Update Radius: True\n", " Pupil:\n", " Pupil Distance: -9.67492\n", " Update Radius: True\n", " Radius: 1\n", "Stop: 1\n", "Elements:\n", " # T Distance Rad Curv Diameter Material n nd Vd\n", " 0 S 0 inf inf None nan nan nan\n", " 1 S 1 5 2 glass/SCHOTT-BK|N-BK7 1.517 1.517 64.17\n", " 2 S 0.2 inf 2 - 1.000 1.000 inf\n", " 3 S 9.4626 inf 1.787 None nan nan nan\n", "\n", "lagrange: -0.087601\n", "track length: 0.2\n", "object, image height: [ 0.0876 0.8475]\n", "front, back focal length (from PP): [-9.6749 9.6749]\n", "entry, exit pupil height: [ 1. 1.]\n", "entry, exit pupil distance: [-0. -0.1319]\n", "front, back focal distance: [-9.6749 9.5431]\n", "front, back principal distance: [ 0. -0.1319]\n", "front, back nodal distance: [ 0. -0.1319]\n", "front, back numerical aperture: [ 0. 0.1028]\n", "front, back f number: [ 4.8375 4.8375]\n", "front, back working f number: [ inf 4.8632]\n", "front, back airy radius: [ inf 0.0035]\n", "transverse, angular magnification: [-0. 1.]\n", "\n", " # T path n axial y axial nu chief y chief nu\n", " 0 S 0 1 1 0 -0.0876 0.0876\n", " 1 S 1 1.517 1 -0.1034 0 0.0876\n", " 2 S 1.2 1 0.9864 -0.1034 0.01155 0.0876\n", " 3 S 10.74 1 -1.11e-16 -0.1034 0.8475 0.0876\n", "\n", " # T SA3 CMA3 AST3 PTZ3 DIS3 TACHC TCHC\n", " 0 S 0 0 0 0 0 0 0\n", " 1 S -0.008693 -0.003808 -0.001668 -0.00253 -0.001838 -0.01027 -0.0045\n", " 2 S -0.002979 0.002525 -0.00214 0 0.001813 -0.005238 0.004439\n", " 3 S -0 0 -0 0 0 0 -0\n", " -0.01167 -0.001283 -0.003807 -0.00253-2.506e-05 -0.01551-6.133e-05\n", "\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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RsUtKo5eUWk/xOY5eOtzEUVHljakgCFJbKjamxweO8+f68GFYbUY6nYbFYkEqlYJWW/8X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\nS55tKBEREVFNzS8D+Om9nx7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BdYUOHoSfftJl/XqIitJryQ0bBr16gZP1cqDP5p5lQ/IG1iWtY23SWrYc34Kfhx/9AvoR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\nMjLqqunCBvr2hRUr4MMPYcECPRv8++/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cBSwDNgP/UEptNQxjpmEYtx99zCJgt2EYO4G5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\nY9UCOKBmtooDamZxb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jwsmULhPZM2Rnw+sbKJT18UDavRf3kiNjDvJlyoe3lwuvYEREaNenH37QxvF7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\nXlXvEZGdqlr72ONF5FngI1WdGnh9Ai6l3QZgjKp2C7zeCRikqlmBaS1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BIhqp+WwUEf2SiO7VOSY4vP46eieMx2Xn1eL4Bf9A7VgZJ58MXHopcMIJwPjx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AdN1wbJOr8pkgUdIvpdXaurHtNKNH+XntezTfnhDujxrPpWtvSGC9x4I75OT8KVo/+O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\nlcyG3Eyoi/wpuvqJi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bLquIUKu/m4Fn/pv8of0EtlxGw/v+L96lq8YcQ9oW9tljWO2HsTqOovlD6EvW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\n8n+0WE3Db1nDTwAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s[1].material = lib.get(\"material\", \"SCHOTT-BK|N-BK7\", source=\"rii\")\n", "s.object.angle = np.deg2rad(5)\n", "s.fields = 0, .7, 1.\n", "s.update()\n", "s.paraxial.resize()\n", "s.resize_convex()\n", "s.paraxial.refocus()\n", "ro.Analysis(s)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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0IJlkRSglTyXSkRHgz3+2BqHUxnWFhcAvf2kJ9MQJ7t8UDHLwqblZVkEJwi5Ge+m2tbXh\nxo0bO/Pl0Wh6NPr116y0PzlJ0S4tMYL1eNKj0JoajuBfuQI0NHAA6sgRKXYiCMJLyQrpfvnll1v7\nUCzGXOk//wk8fsyJ+obB/aBmZ1lNf2KCe9qnilRV4j99moNQzc1AWxtTAIIgCNuA9tJtaWnB4OAg\nlubnUfzsGY6HwygHgM8+Y5SqBqJUeT7DYJQaCDCSLSykZINBRqMNDcDFi9b2zZI3FQQhgzhM09z4\nal2diWiUr02TDWBhkeJi65xqvb18JFf3q2NDAweOnr9/YIDr7VPvB7iX0549QHs70NSESG8vygDA\n4cCaaWIZQHkoxLX4Ph9zpmo1VE0Nz+22KWaCIOjEhtHc5tIVBEEQthUJBwVBEDKISFcQBCGDiHQF\nQRAyiEhXEAQhg4h0BUEQMohIVxAEIYP8D22RGBi43ZPeAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s.object.pupil.radius = .1\n", "q = ro.GaussianTrace(s)\n", "fig, ax = plt.subplots()\n", "s.plot(ax)\n", "q.plot(ax, color=\"red\", scale=10)\n", "s.object.pupil.radius = 1." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " # T path spot a spot b spot ang waistx dz waisty dz waist x waist y\n", " 0 S 0 0.1 0.1 0 1 1 0.1 0.1\n", " 1 S 1 0.1 0.1 0 14.21 14.21 0.01781 0.01781\n", " 2 S 1.2 0.09864 0.09864 0 9.236 9.236 0.01781 0.01781\n", " 3 S 10.66 0.01796 0.01796 0 -0.2263 -0.2263 0.01781 0.01781\n", "\n" ] } ], "source": [ "print(q)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "maximum order: 3\n", "wavelength: 587.56\n", "\n", "s1 : -1.15178e-02\n", "s2 : 1.42448e-02\n", "s3 : -4.91992e-01\n", "s4 : -3.26901e-01\n", "s5 : 3.72723e-02\n", "m1 : -3.49874e-04\n", "m2 : 1.38115e-03\n", "m3 : 1.17243e-03\n", "m4 : -3.74063e-02\n", "m5 : -1.93349e-02\n", "m6 : -3.19817e-03\n", "m7 : 1.77746e-02\n", "m8 : -5.97582e-02\n", "m9 : 4.86117e-02\n", "m10: -6.93483e-01\n", "m11: 1.17847e-01\n", "m12: -1.58038e-02\n", "\n", "s1100: spherical aberration : -1.15178e-02\n", "t1100: sagittal coma : -1.42448e-02\n", "s2010: field curvature : -8.18893e-01\n", "t2010: distortion : -3.72723e-02\n", "s3001: meridional coma : -2.90560e-02\n", "t3001: field curvature : -9.83983e-01\n", "s4200: spherical aberration : -3.49874e-04\n", "t4200: circular coma : -2.08715e-04\n", "s5110: sagittal oblique spherical aberration: -1.93349e-02\n", "t5110: meridional elliptical coma : -7.75328e-02\n", "s6101: circular coma : -2.34486e-03\n", "t6101: oblique spherical aberration : -1.80713e-02\n", "s7020: field curvature : 1.17847e-01\n", "t7020: distortion : 1.58038e-02\n", "s8011: sagittal elliptical coma : 9.72234e-02\n", "t8011: meridional field curvature : -8.11330e-01\n", "s9002: sagittal oblique spherical aberration: -3.19817e-03\n", "t9002: meridional elliptical coma : 2.22929e-02\n", "\n" ] } ], "source": [ "p = ro.PolyTrace(s, kmax=3)\n", "print(p)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(0.84752941233496903, -0.08760065866049993, -0.011517798257556017)" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "s.paraxial.height[1], s.paraxial.lagrange, p.stvwof[-1, 0, 1]" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[-0.0115 0.0142 -0.492 -0.3269 0.0373]\n", " # T SA3 CMA3 AST3 PTZ3 DIS3 TACHC TCHC\n", " 0 S 0 0 0 0 0 0 0\n", " 1 S -0.008693 -0.003808 -0.001668 -0.00253 -0.001838 -0.01027 -0.0045\n", " 2 S -0.002979 0.002525 -0.00214 0 0.001813 -0.005238 0.004439\n", " 3 S -0 0 -0 0 0 0 -0\n", " -0.01167 -0.001283 -0.003807 -0.00253-2.506e-05 -0.01551-6.133e-05\n" ] } ], "source": [ "q = 1\n", "#q *= 2\n", "#q *= s.paraxial.height[1]\n", "#q *= s.paraxial.lagrange\n", "_ = p.seidel(*p.st())\n", "print(np.array([v*q for k, v in _[:5]]))\n", "print(\"\\n\".join(s.paraxial.print_transverse3()))" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false, "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "S\n", " n i j k 1 2 3\n", " 0 0 0 0 1.00000e+00 9.86371e-01 8.31194e-03\n", " 1 1 0 0 0.00000e+00 6.60300e-03 -1.15178e-02\n", " 2 0 1 0 0.00000e+00 -7.45446e-03 -8.18893e-01\n", " 3 0 0 1 0.00000e+00 -1.18475e-03 -2.90560e-02\n", " 4 2 0 0 0.00000e+00 1.68692e-04 -3.49874e-04\n", " 5 1 1 0 0.00000e+00 3.50934e-03 -1.93349e-02\n", " 6 1 0 1 0.00000e+00 1.88155e-03 -2.34486e-03\n", " 7 0 2 0 0.00000e+00 3.16076e-03 1.17847e-01\n", " 8 0 1 1 0.00000e+00 2.17737e-05 9.72234e-02\n", " 9 0 0 2 0.00000e+00 -7.63784e-05 -3.19817e-03\n", "\n", "T\n", " n i j k 1 2 3\n", " 0 0 0 0 0.00000e+00 1.31857e-01 9.59450e+00\n", " 1 1 0 0 1.00000e-01 3.30150e-02 -1.42448e-02\n", " 2 0 1 0 0.00000e+00 -3.72723e-02 -3.72723e-02\n", " 3 0 0 1 0.00000e+00 -5.92376e-03 -9.83983e-01\n", " 4 2 0 0 1.00000e-03 8.43458e-04 -2.08715e-04\n", " 5 1 1 0 0.00000e+00 1.75467e-02 -7.75328e-02\n", " 6 1 0 1 2.00000e-02 9.40777e-03 -1.80713e-02\n", " 7 0 2 0 0.00000e+00 1.58038e-02 1.58038e-02\n", " 8 0 1 1 0.00000e+00 1.08868e-04 -8.11330e-01\n", " 9 0 0 2 0.00000e+00 -3.81892e-04 2.22929e-02\n", "\n", "V\n", " n i j k 1 2 3\n", " 0 0 0 0 -6.81435e-02 -1.03360e-01 -1.03360e-01\n", " 1 1 0 0 -1.05673e-03 -1.91498e-03 -1.91498e-03\n", " 2 0 1 0 -3.72723e-02 -8.57517e-02 -8.57517e-02\n", " 3 0 0 1 -5.92376e-03 -2.94540e-03 -2.94540e-03\n", " 4 2 0 0 -2.56238e-05 -5.48013e-05 -5.48013e-05\n", " 5 1 1 0 -1.08946e-03 -2.41415e-03 -2.41415e-03\n", " 6 1 0 1 -3.68457e-04 -4.46642e-04 -4.46642e-04\n", " 7 0 2 0 1.58038e-02 1.21199e-02 1.21199e-02\n", " 8 0 1 1 1.08868e-04 1.02721e-02 1.02721e-02\n", " 9 0 0 2 -3.81892e-04 -3.29906e-04 -3.29906e-04\n", "\n", "W\n", " n i j k 1 2 3\n", " 0 0 0 0 6.59283e-01 1.00000e+00 1.00000e+00\n", " 1 1 0 0 -5.28365e-03 -4.99436e-03 -4.99436e-03\n", " 2 0 1 0 -1.86362e-01 5.55112e-17 5.55112e-17\n", " 3 0 0 1 -2.96188e-02 -1.03360e-01 -1.03360e-01\n", " 4 2 0 0 -1.28119e-04 -1.11192e-04 -1.11192e-04\n", " 5 1 1 0 -5.44731e-03 -1.00479e-02 -1.00479e-02\n", " 6 1 0 1 -1.84229e-03 -2.90396e-03 -2.90396e-03\n", " 7 0 2 0 7.90191e-02 -8.32667e-17 -8.32667e-17\n", " 8 0 1 1 5.44342e-04 -8.57517e-02 -8.57517e-02\n", " 9 0 0 2 -1.90946e-03 2.39625e-03 2.39625e-03\n", "\n", "O\n", " n i j k 1 2 3\n", " 0 0 0 0 0.00000e+00 3.03360e-01 9.76601e+00\n", " 1 1 0 0 1.00000e-01 -5.09757e-02 -4.29561e-04\n", " 2 0 1 0 0.00000e+00 6.59283e-02 4.79725e+00\n", " 3 0 0 1 0.00000e+00 -1.36287e-02 -9.91688e-01\n", " 4 2 0 0 1.00000e-03 -8.47939e-04 8.90028e-04\n", " 5 1 1 0 5.00000e-02 1.65966e-02 2.79340e-02\n", " 6 1 0 1 2.00000e-02 -3.46968e-03 -8.60048e-03\n", " 7 0 2 0 0.00000e+00 -4.44363e-02 -1.22727e+00\n", " 8 0 1 1 0.00000e+00 -6.56388e-03 -1.30703e+00\n", " 9 0 0 2 0.00000e+00 -8.78612e-04 2.17962e-02\n", "\n", "F\n", " n i j k 1 2 3\n", " 0 0 0 0 0.00000e+00 0.00000e+00 0.00000e+00\n", " 1 1 0 0 1.00000e-01 0.00000e+00 0.00000e+00\n", " 2 0 1 0 0.00000e+00 0.00000e+00 0.00000e+00\n", " 3 0 0 1 0.00000e+00 0.00000e+00 0.00000e+00\n", " 4 2 0 0 1.00000e-03 0.00000e+00 0.00000e+00\n", " 5 1 1 0 0.00000e+00 0.00000e+00 0.00000e+00\n", " 6 1 0 1 2.00000e-02 0.00000e+00 0.00000e+00\n", " 7 0 2 0 0.00000e+00 0.00000e+00 0.00000e+00\n", " 8 0 1 1 0.00000e+00 0.00000e+00 0.00000e+00\n", " 9 0 0 2 0.00000e+00 0.00000e+00 0.00000e+00\n", "\n" ] } ], "source": [ "print(\"\\n\".join(p.print_trace()))" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(array([ 0.101]), array([ 0.101]))" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "y = np.atleast_2d([1., 0, 0])\n", "-s[1].surface_sag(y), p.stvwof[1, -1].view(p.Simplex)(*y.T[0]**2, [0.], [0.])" ] }, { "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 }