{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Simulating PSF variation within JWST instruments\n", "\n", "WebbPSF version 0.6 added models for science instrument contributions to overall wavefront error based on real ground testing data (rather than statistical realizations of the requirements). These are enabled by default since version 0.6, to provide the most realistic PSF by default. This notebook demonstrates how to effectively use the SI WFE models to examine PSF variation based on field position and wavelength.\n", "\n", "First, import the necessary packages:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Tested with WebbPSF 0.6.0, currently running on WebbPSF 0.6.0rc1\n" ] } ], "source": [ "%matplotlib inline\n", "from __future__ import print_function, division\n", "import matplotlib\n", "matplotlib.rc('image', interpolation='nearest')\n", "import matplotlib.pyplot as plt\n", "\n", "import webbpsf\n", "print(\"Tested with WebbPSF 0.6.0, currently running on WebbPSF\", webbpsf.version.version)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Disclaimers\n", "\n", " * The per-instrument wavefront error models still require validation and sign-offs from the SI teams.\n", " * Wavefront error maps were computed at specific field points; WebbPSF currently chooses the map for the nearest field point rather than interpolating across the SI field of view.\n", " * These models were derived from CV3 ground testing and will evolve as better information becomes available.\n", "\n", "**Report any bugs you encounter on our [Issue Tracker](https://github.com/mperrin/webbpsf/issues/new).**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## What does this do and how does it work?\n", "\n", "The goal is to put measured wavefront error maps from ground testing of the JWST instruments into the WebbPSF models.\n", "\n", "These SI WFE models use Zernike polynomial coefficients to build up an OPD map for the wavefront error at specific field points. The coefficients were derived from fitting Zernike polynomials to the WFE maps for various field points in the instrument fields of view. Using Zernike polynomial terms up to $Z_{36}$ was found to give residuals under 10 nanometers RMS when fitting the wavefront maps (as determined by wavefront sensing) from the David Aronstein and the JWST ISIM Optics Group at Goddard Space Flight Center.\n", "\n", "The OPD map is generated on the fly by WebbPSF and inserted as a virtual optical element in the JWST instrument model." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example: Compare the MIRI PSF at two field positions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's create an instance of the MIRI instrument model and display the planes in its optical train." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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Zunot4JwwK02UKDqZoxxqjHP0BEbKIQcbPX7ksWMMlUI/szLy4itQ4tsbAZkF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xS7vdPEfUUhOo7R5QJIifJLCBVhFfuwh7diDW3FKvRiDXcj/Dznv+H19bH9+LpvIoIK9sAmZHmQ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BOxNo6ylT1ZJ3/79pHfLkxjwNvL4f85sIugnC3xZjuvtDYCUm02Ab4H8Bp2GCga+YgDlOGCKy\nBDiPPn7RdPvFPJUF26pVq7j44ou54oorQhxYHxiHCzIwDZmI9anbL+Zb/upUI7riGKK4UYDZQHxf\nhOFiu6LIiK961d6PG0tT+K5Ie04W7yRIXLfCLLKWMKNuNGmMBcOKrNjGgkWiqHVFPvnEf3PN5ct5\n/8WXstNue+C7HknaF2EtEl6lnPhyrkc/8zFv/fItd5B9PxTVAdM2LYny4stvOVTkepwIeokBC7Sn\nGxfkFZhaXQ9jqs9+DuPuOAyjWvdU1aEIMBG5PNfrKb/FIrJv7pxFmF6UN6nqDcOYt53HsJ563MRx\nzPr164nj5uDc6cxE/c16bUUUmNxM5fXphE9+FSlXkFIpjQtraFfkSlN4/SJTt2RaqDXninStipwr\n0gvAT9sWeccaBA6ZuClFXpwV1gXouSIjlM0bN6Aap6Kp4gSVdTVWSlEaTO+2Simyx9qLLzevkmSF\nV/OxX75b1H3ZFq4ebQquZm5Hk/EYJ1m9r4mO+/IZQCuiGUc3Lsg3A6ep6rdE5EBMgcYbgXdrh98S\ntmr3dcBlfa6/0VWqq4jsAvwAuEdV39vHefTEVA3m32effVixYsWwpzFQJlIwBwvYtGXC16eHHnqI\nSqXxy3iXXXZh0aJFXU61mRM+fRNf/+DxzVawKGosTwFGcEHmikximxHZ6IrUWrWxQKs0uh6zgPw6\nUhpJ3Y2lCFMzIhLiRBtckSUv9D9G2XPx3lz3tVupxYmxdCXZZ9fUADPjSyUxAfxNsVqZG7KV+Mq7\nHvOlJ/w4Nf9xA/Y1Nzy2xWgTT3zVXbFVawXbY97Y4uuZZ57h2Wcb6ybXar0l1CZ1Jc5ZwJL61Pve\nmkx0I8B2wrgeUdUHRWQrcFWn4sueVxORtwOXdTfNMa/bcaqr/WX5A+BnmErfgcCkoCjofioK80Aj\ng1ifDjjgAObPnz/2wB6RkdGGrEepW6uXH6/kXJHO5YjnikyFmHVFRrZAayVqqA0mST2ND0vLUiR1\noqhcWB3fuSJVlASTMRmRxYOhGItWoiSiTULM0boM1JYEZQAAFJRJREFURSa8gCbxZaxwWR2w5uSA\nZvdj4xtrX6tfboIsqzPJiS8XdN9p7NWiRYuaRPi6deu4++67W5zRGvNea9O+QO9044IsYTIKHHV6\nax10G6YZ98Cxvyx/hGlLcBGwg4js6KWuDo2p7IqcKUz03yjvfiyyiAWmL5N5fTrhk19FRkaRSsW4\nIMuVRlekj8uE9O/7zb3TwP447RWZ9oVMMtej2HOcECv5GYYYgVOyVrGSdf85d6B7nLkrnQsyolIy\nFq1KSdLNuB6zLT0eRanVq9xCfLk5RXafH/uFnWfRF20qXTx3oxNers5X2t8xLTeRUE2UJduNNF1v\nolyPjqSeEOe2pB7Wp/HQjQVMMLWGttrHo8DnRWSTP6iDSvaPApeIyB9jLGr581sWj+wDR2MKti0G\nnrL7XNJO22yKQDPVapXnnnuOHXbYgZGR5gVhOjEIgTyeLMjAtGBSr0/GCmb/P7duMQVXbaestDaY\nTwdWMOLYWL7yFfIT6470WxVJZN2EVtEkSkyWFVnyOk3GKHG1xtrnn2fBwoWUKyNIJEb0JEYgJd5n\nq+RNvanBNqTB9pCJPCe+XNyXb/HKW7/yWC9qg/0oUVK3o6qmrkcnvur2dvH8wYsvMGUokpzlbRI2\n455SdCPAvpR7/K89Pue7MZ3Kl9FY3wPM/9+ECTBV/RLNryPQIw8++CDLli2b8a2I+kWIAZvZTPb1\nSWbNzgRYkkCtipbN/bF+njTEgsWukKu1gmnJiq+ouCyFDchXaOmKBCPGfBH22MP/xfFHH84tK+5i\n6cGvIsFazqwQK40xaye8ILN6OauaL75SQeYF3hfGeuXwtYt6+1ygfWYFo634GhRJXBADNsHV96c7\n3VTCP7MfT6iqe/XjOtORqRaMv2TJEu644w6WLJne7QEH5R4OFrDAZOb45Z/nm8vPyXZEEdRqjeUl\nikgSU8zVuiOdFSxtVeRbwVwAfhRlVjAVWyHeuSIjF0WPsYaZuC5FTR0wK8L2Wrw3N/zbN9hr78VG\nJEE6xn2iiz5e/sfdF17uWCvxJQ3neGKMxjWk6BPtrF4JpOIrLTkxhvgahPULII4T4lzWY/5xoDv6\nUog1MDOZN28exxxzzLCn0ZIi4dStoBlkbF6wgAUmO9GcbU1wexRB1YtsciUoOsErXSFJKbOCeT0h\niW1mpHNBYlyZrk+ky3x0bYpMdqR57Cxh282fx+uOODoVNiUB1awPo6ItakKQNtVuJbxczJcvvpzg\nKkLV9K70rV7vPLlZON3wlX+jFmtTu6GimC8YnPgC0FibYr40WMDGRTeFWL/ZybgOYsAQkV0xrQB2\nBxr+s2wF7hnLVLOCTVZaCafJnOwQsiADk53jLvokt33ir2j4Go5Kpmp+nCvUWhSkn8QQ+W5IzwoW\nlTIrmOabdDdXyDcYZRQnmoow546MbKFWVUGchUmcELPnumlps9swdT+SrRtjiS//cR7/s/znp5xU\n+P6+650nF+6fDCTa3HooCevTuOjGArauH08oIkcC38LUvdkPeBDYE/N/e18/niMws5nMIqsdwQUZ\nmBKMzjUx8K4EhWvcXa9CYkSXxjHiIttzfSR9fCsYvgVMTaakiwUz+2yFfECiMpHNGlQlrQvmizAV\ncz8RU5rCuDntZ8ouEe7T1lQDzN7mhZc51rnly38Ox2ktxNdkJ4kLgvCDBWxcDDwGDLgc+JSqXioi\nG4C3A88BXwHu6NNzTGmmihXs6aef5sorr+TCCy9k1113HfZ0pjzBBRmYChx3/nJuu2Y5UVQy4mLr\nFlzDbq2bIp/iiy7fEtZQRb+xjpioWutX0uiO9K1g3vE0K9LGg6nNbHQi7Omnn+afrv0MZ73vA+y0\nyyISNHVDOkNOu9TSpiKqVrXlY77y48FYhiKRwhizqUoSJwVB+GF9Gg/d1AHrF0uBL9v7dWC2qm4E\nLgEuHsJ8JiVTwYqzfv16VqxYwfr164c9lZSp8L61ItQBC0wVjjt/OTq6DaVtFxDNnYfMnouMziUa\nnWtaF42MIuURs0UlpFxpawkrIq0LVmAZSyvo41XCl6xsRCmCzZs2cNcPv8/mjRuyWmFIVjss8vo4\n5rZSlFW1j5CszERTwH1r61ei2rSdfurUtH6BKTnhAvHdFspQjI9uYsA66kemqmNVb95EFve1Gtgb\neMg+XtjpfALDZ//99+ehhx4ae+CAmMriC4ILMjC10FlzTUahCFKuoNUtaHVL2qIoH5Sf1gnzXZfu\nWq7ht6sD5rkdW1rBzIlpPFiMEGnWpmjp0qX833t/jqqzSAE2ebKEtU6lrsjscxblbFv5NkK++Cp8\nXwr2JQpn/fnkje/qhKSg8GooxDo+uokBOwNTofl+WuaOdMS9wJ8Avwa+C3xaRA4CjrfHApap4ooM\n9IcQhB+YShx/9gV88wtXQVRGonLarJtypTgoH1LRJSXjsnSiTKISUioVipeiWDCSxMTjW1ekK2qa\nWBHm3JGRmBisiKzwapSKrox2NcF812K7L74iY5D7+E6HYPUQhN9/uhFgnwNOAfbCNJb9V1X9fQ/P\neSGwjb1/qb1/EqZC/ozOgCzCWXXCF3F7prr1C0IMWGDqcfzZFwBw6+c+YYRYuYxUt6L1mqnnZWPC\nmrIjnfiy91shaoPp8/vUyKrUMmZLUxjB5XpCNoqwko3Jygsxh68tigqptlphWi3NiWadEs857ZSW\nr3GqoLE2xXyFMhTjo5sg/HNF5EKMpepdwOUi8h3gn4HvddqUW1VXefc3Aee0GR6wdCswZpJgmw7i\nC4ILMjB1edv7Lupq/K0f+0tzxxNiKpL1RSzCWcBcA2vPCoa1gqUtfmzPbV+EQWYNg0brjU2k7Ioi\n649f0V7VuDY/cMap3V14khLHMXG93rQv0DtdRUWq6lZV/ZqqHg3sj4nduhZ4QkS2aX92hohsJyJn\nicjlIrK93XeoiCwa69xAZ5gGsRMrTO677z5EhPvuG171kOkiviAE4QdmDm/7m6t5299cbYL0KyNQ\nLjeKL3urnX6+tbEdkojwq1/czyvmzeWBX/6isUp9GtOVneGC+ds+RZsta6ANtURND8dk+ogvAI1r\nJPVqw6ZxbdjTmtKMJwsywTXd6qJRrIgcDDyCyXj8ELCdPXQ8pkRFoI9MpEDZfffd+cIXvsDuu+8+\nYc8xk3AWMH8LFrDAdOa4D30cjUqZ+JII9e4DmYuylWXMw89Q3G3X3bj6M59l1912M6d744pE2Fgk\n2rzFid1U08r1cQLV2DyeTiT1Gkmt2rjVgwAbD121IhKRWWQuyD8Bvg2cB9yhxinfCVcCN6rqRbYO\nmOO7wFe7mU9guCxcuJCzzjpraM8/naxfEGLAAjMTLdmkeN/6JZERZlELUdZGjDnZ84qFCzntjDMa\n4r7azsO7n9dO/ukuYzILsM/6OKptpp0ofPg9fz7mc04lnAUsvy/QO92UobgWOBl4CrgBOEVV1/bw\nnH8AvLdg/zPATj1cLzAGky2bsp1w6nSe0018QciCDMxM3nbe35ogfsjiwKBRfEVlz0Jmx0T2GJj9\nFGciOvxD+exEP3br/ae3Dpi/5otfbRBc7lpOdKnt4XjJ+/6iq/dgKqAFpUU0/EAcF91YwM4BnsS0\nEDocOLxFs+OxekFuBeYV7N8XeL6L+QSmIGMJp+korDolBOEHZiparjRYtTRv7fKtYr74cvuxliia\nLVJ+NmIaHF8gvFTh3DPaZyuef+b0ienqljiuEeUsYHGwgI2LbmLAvgz8EHgJ0xey1TYW3wIuEZGK\nfawisjtwBfC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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "miri = webbpsf.MIRI()\n", "plt.figure(figsize=(7, 4))\n", "miri.display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The contributions to wavefront error can be separated into:\n", "\n", " 1. OTE wavefront error (due to variations in the telescope optics common to all instruments)\n", " 2. static SI wavefront error (due to variations in the specific science instrument's optics)\n", " 3. field dependent SI wavefront error (due to variation in the PSF based on the position of the source within the field of view)\n", "\n", "The first two components are combined in the `pupilopd` map shown in the top right panel. The last component of the model is generated at runtime from a Zernike coefficient lookup table. The `include_si_wfe` attribute switches this last component of the model on and off.\n", "\n", "By default (since WebbPSF 0.6), it is enabled:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "miri.include_si_wfe" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Turning off the OTE and static SI WFE makes it easier to see the small differences from the instrument internal WFE. That is accomplished by setting the pupil OPD map to `None`." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true }, "outputs": [], "source": [ "miri.pupilopd = None" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we ask WebbPSF to display the instrument optical train again:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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sFD3UDm8CvRaMQipGflmpChm536+xXn75ZV/6TYcfzzwoChiwUUR2j/5fB2zM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mLibmCZokokLTCB+zFNbIXHRKxf5rkhKr6S/QbJXvOe4jrJUty+kJNCUe7geXyspikme8sILnFd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\njTLRldOpJpjvWuz0xVdmDHIf3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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(7, 4))\n", "miri.display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The plane for the internal WFE contribution is visible in the row labeled \"MIRI internal WFE near ISIM13\". ISIM13 is the designation of the field point from which the wavefront map was taken.\n", "\n", "*Note: The circle on which the Zernike terms are computed appears undersized because MIRI includes a 4% oversized pupil stop, but WebbPSF does not attempt to model wavefront errors beyond the extent of the OTE pupil.*\n", "\n", "The SI wavefront error model has been sampled at various field points. WebbPSF accepts a detector pixel position, from which it determines the wavefront error map at the nearest sampled point. (WebbPSF does not currently interpolate between points.)\n", "\n", "The default is the center of the detector:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(512, 512)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "miri.detector_position" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's compute a PSF here and call it `miri_psf_center`:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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eeuMUhSlAjS9Mtud6UzHP1bufFmCU79xaOLut6R3JSzZ5LSLNbDJ9J/B+gvKT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\nceLEim7M77333vXPzzzzzLLquOSSS6pyI9Ha2ro+AXfSPP7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6D0EHEYHGRli9On5L83nD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\nQgghhChEYlEIIYQQQhTy/wCmB79jOQewTQAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(7, 6.5))\n", "miri_psf_center = miri.calc_psf(monochromatic=10e-6, display=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's look at the SI wavefront errors from a different position:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": true }, "outputs": [], "source": [ "miri.detector_position = (10, 10)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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sFD3UDm8CvRaMQipGflmpChm536+xXn75ZV/6TYcfzzwoChiwUUR2j/5fB2zM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\nWY4DRVWfIfSoDPROTy6vvYG1u4l1Oq8pI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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(7, 4))\n", "miri.display()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A few things have changed compared to the last plot of the optical train. The wavefront error map has changed, as expected with a change in field position. There is also a change to the transmission of the oversized MIRI pupil mask. This is a field-dependent obscuration from the MIRI internal calibration source pickoff mirror.\n", "\n", "Now, let's compute a PSF at the new position (call it `miri_psf_corner`), and perform the comparison." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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eeuMUhSlAjS9Mtud6UzHP1bufFmCU79xaOLut6R3JSzZ5LSLNbDJ9J/B+gvKT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qETpKAwFLvMhlEvdOG+GCVrQwzDMGoEUzEJERSKwee+l7EcwahR9m2wj87ovzSm2LafMkdT7MMw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\nYlEIIYQQQpQisSiEEEIIIUr5/wHBC1IEocHcjAAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(7, 6.5))\n", "miri_psf_corner = miri.calc_psf(monochromatic=10e-6, display=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Compare MIRI ideal to realistic PSF\n", "\n", "Let's compare some of the output PSFs. The differences are pretty minor in this case. " ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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EQVBLiFgEQRAE7SZELIIgCII20mXlsuoGe8pv0BwRwAuCIKglptAGQRAE7Sam\n0AZBEARtJNbAWzmJAF4QBEEtMYU2CIIgaDcxhTYIgiBoI5WSKrSVmETbEQzJAN6U4tNICSzH2sKu\nFE3VbZNS7LxZ2J8S9q2EfS9hb9S22hdKCUnto7yej94XCqUQvKOw3yvsTwq7UvT7t7CrY6DUHNW5\n8mzJ/ig1RKXEt42wK2VLJQam1IRvFXaluAxa0U+pyt4p7FsLu3IFSn3wAWHfUNidpNDYaBtLERl4\nw4LJpHNcXXsKVV5dk+oaVmMNwH3CrpSYlaLpFsI+RdiVSqxaP0X5k7wOn/Yz6gpSyr5qu5Ty6mMl\n+9MKyueqbVC+SanNvijs6lxRvlip4qqbQbVdqj9lfZZShG90Xa5Tsm3lG54RdqVsuTrpXmCG+L40\nkYE3LPDi0yOUNpVKrAu1WaXY2SMG5BGVfPkxI/Iju8rWkaq4oj+gt63L8+e9Lc5rpNvC/IhpPXlv\no8qP7c6PRKPH5UccpRLbW8mr03apAVPsIrV/lNJwrzz2ebtSle0amT/2o8TBn2BCXfe5/FOcLc4/\nNSl14J6J+buSJV1iP4/Vq7pVFuXPoRG9+W1QqrILhFKvUvxV101FfLGiwmRdJTPwYgptZ1BmXcMg\nCIIgCIIgCIIgCIIgCFYwQzIDLwiCYNCIKbRBEARBu4kptEEQBEEbqVjJKbQlygaDRwTwgiAIagkV\n2iAIgqDdhAptEARB0EZiCu3KSQTwgiAIaok18IIgCIJ2E2vgBUEQBG0kMvBWTiKAFwRBUEtMoQ2C\nIAjaTUyhDYIgCNpIFyUz8NrWk2AgGZIBvNHAGGA18b1SuFNKrWssd48SDwn7/cKuVDmVQilodUCl\nNqKU4JRa63PCrtQElSqhUvtTiqZqXyiF4HuEvZFyYxnyukYwW9iV6u4Owr5myXrUfi6ruLybsCsV\nYNAqhkp5V6kGKiVg5TfUdbOlsKtjNglYQKjQBuWokK4vNQYpNVCl/D1e2NU1rOoHrYKproENhX0T\nYVe+VfG8sE8X9qeFXfkZdSOilEvVeLmWsKt7AzVmNBpLlA9Vx0y1ndfJ04q8apt3FnZ1XqvzUd1j\nqPNa3ccoxV+luruusCuVctD3PcrXKNVYpeo8V9gnNmijJSIDb1hgxUepuJqQKB0jnrqVUuhiMcAq\nNVuFEpVVqpzPL9Dn5iKx0RNH5UeiNSbkn4J8bP7u2a2cFqP1CPXbRUI1dUReR3yJ5b2WUgiW/RHZ\nTko9VlaMasPKAAAgAElEQVQvd0P+BxWx38aOEIqpc/Ojrs3Ne8TFjz2Q783i/J3PiLU3zNq71s5r\nzvdMVN4eFo3JHzM1diul+K6S51aXOGbSZ7i4YEu22x+VklNoxWYEQ4y2qtCa2afN7DYzm2NmT5vZ\nL81s83a2GQRBsFxU1yUq8wkGjfAzQRB0JOFnOobwM0EQdCLVKbTNfpqZQmtmx5nZNDObb2a3mNlr\n+im/p5ndbmYLzOwBMzsiU+YQM7uvqPMuM9uvlXbN7FQze9LM5pnZtWa2ad33a5nZZWY2w8zmFv16\nW78bPcRoawAP2AP4Bukl8RtJyQu/NzP1sjoIgmBwqU5ravoTmRGDTPiZIAg6j1K+JvzMIBN+JgiC\njqMqYlHm0wgzOwz4OvBFYHvSxKxrzGyyKL8hcBVwPbAtcB5wsZntU1NmN+Ay4NvAdsAVwK/MbOua\nMv22a2YnAR8BPgjsREr+v8bMahMtf0iaRHAA8ArgF8DlZrZt4y0fWrR1Cq2771/7t5m9D3gG2BG4\nqZ1tB0EQtERMoe0ows8EQdCRxBTajiH8TBAEnUiaQltGxKLfIicAF7n7pQBmdgwpGHYUcGam/IeB\nR9z9xOLv+81s96Keawvb8cDV7n528fcXigDfR4BjS7T7UeA0d7+qKPNe0qoubwEuL8q8BjjG3W8v\n/j7dzE4gjeVqlaghR7sz8OpZhTQhXy2pEwRBMLhEBl6nE34mCIKhT2TgdTLhZ4IgGPJURSya/jSo\ny8xGkgJd11dtnhbZvA7YVfxsl+L7Wq6pK79rozLNtGtmGwFT68rMAW6ta+u3wGFmtqol3kFaZvgG\n0f8hyQoTsbC0Uue5wE3u3mhN/SAIgsEjMvA6lvAzQRB0DJGB15GEnwmCoFOoroFXpnwDJpNifPVa\nZU8DecWRFFTLlZ9oZqPdfWGDMlNLtDuV9FKlUT0A7wN+TdIkW0KaZvtWd39E9H9IsiJVaC8giZG+\ntr+CVcWm9cX3c4S9rGqgijKrnaKUyVQ/lSJrowUzVJ+Ugtvdwq5USl8t7ErZ92FhV/MFNhN2dQxU\nu0qhTw0r6hg8LuxKJXYjYV9H2JUar9oupYanVJDKnkNKcVm9FgHYVNj/T9j/KexKVVbtC3Usy6o8\nTkKfXy1RdsHwWFx8KNG0nxlBOm+UlpnyM0qpWj1eqzT3hcIOSjdOj1vKbyjl0rI+Lq8np1Vileq4\n2kdKNf3Pwq4UVpXiq1K/VXY1rkO628uh9ulEYVdjtdqGgfKhygep8VgpH6tjr/adGteVaq06d0Fv\ns7o21Xm9jbA3UoFWvrolyvia8DNDiab9DKTx3IHFQkJUrTll4qmmMu8FUU/e2/QKBdcl4mwup6MK\nPWogBeYuzI/6Wkk3781GdeX7usjz27xQdKqrkh9JpfpqT360GaE8QSXvCXrEsVcKwb1iRFblldrv\nPCFNrMqrc3H8qNWz9kkb5j1Z15r5J4uuF/Ma9b3PPZm1+8P/yNpHrq5VaCur5p/Yesfn+6rOIaUQ\nrKaYKh+q1KfV3aF7A7XhFggV2mX4IelWZS/SrclbgJ+a2e7u/q9B7VkJVkgAz8z+G9gf2MPdn+qv\n/LWkG6XaG7gdSLmTQRAMb14AZtX8XUEHBlqit2QGXkxtGhKU9TO/I/mZ2gDFTqQVyoMgCB4Hnqj5\nu4IOHrZEGV8TfmZIUNbPAJx80olMnDSpT6DrrQcfzFsPPrQ9nQyCoGO4/PLL+dlPL3/5bwfmzFav\no8rT1SAD78b5s7lxQd+25jX2NTNJj1xT6uxT0O8HZ4jyc4rsu0ZlqnU20+4MUhx1Cn2z8KYAdwCY\n2ZakgN027n5f8f09ZvY64DiWrrc35Gl7AK9wdgcBr3d39aK9D/uQch3rj1IQBMGq9M3+GAnMA+7L\nFy9PTKHtOFrxM/9BylRW2bVBEAxv1i0+VcaQFjy7Nl+8PDGFtqNoxc8AfPWMM9lu++15SWRDBUEw\nfDn00EM59NClwXwH7rzjDvbYvakE334xMzktds/uVdizu++chocWz+eEmfn5d+6+2MxuB/YGrizq\nt+Lv80UXbgb2q7O9qbDXlqmvY59qmX7a/UZRZpqZzShsdxdlJpLey3+zqLNC2sX1DrWHFa8LsVy0\nNYBnZhcA7wQOBF4ys2pMbra7L2hn20EQBC0RGXgdRfiZIAg6ksjA6xjCzwRB0IlYxbASc2itp9+y\nZwOXFAG120jqsN3AJQBm9hVgbXc/oih/IXCcmZ0BfJcUYDuYlMlc5TzgBjP7OPAb0li7I/CBJtr9\nXk2Zc4HPmdlDwHTgNFIy/RXF9/cXn2+Z2adIU2jfCryRpGjbMbQ7A+8YUqTzhjr7kcClbW47CIKg\nPF5yDTyPtYkGmfAzQRB0HmV8TfiZwSb8TBAEHUelApUSAbxKP3lo7n65mU0GTiVNlrwT2Nfdny2K\nTAXWqyk/3cwOAM4BjicF1I529+tqytxsZocDpxefB4GDakWCmmgXdz/TzLqBi0jLJf8Z2M/dFxXf\n9xR9OYMU1JsAPAS8192vaXonDQHaGsBzFytDBkEQDFUiA6+jCD8TBEFHEhl4HUP4mSAIOhHrqmBd\nzQ9fzZR19wtIYj65747M2G6kHykDd/858PNW260pcwpwSoPvpwEdvwDpilShbZoNi49Smpsl7NOE\nXeW2K1U3pVimVNemCru63Wp0GzZP2NW2qXUCXyHs3XkxKuaK9TKVEqNayUOpBqoTTW2vOmZqvSr1\nbkGpyqqVNtWiJkp5Lq8FBnk9Ja2Wq86hmcKuFAbVcVfnLmjVQHV9PCvsNwu7UvTbTdiVgrI6xrOK\nPg3YGngRwBsWrEPyM+raUCqYSjXzRWFXY1+j1c+VQqlCKXyq8VXdnk0XdnUNK7XZbjGozBNy6mq5\nZrUf/iLsanxVfkON641uX5Uqqxqf8jqSWoVYKY8r1L5TyvWrCbsa8QbKl4lbDykKoVTNoe+6dLWU\nvdfbUtjV+b4ArfjcEhHAGxZUVSDHjsiPLFLVcnH+3KgsEneA4lzykfkzelFX/soQy2XJ/k8dr7N7\nJo3O/2aMqGv0krzXqizIj3RjhPLuqO68Z18oRgO1PKFSv1UioT1CcrT06odCbVaY5TmkxAsWCZXe\nJUL+dITI4Oruze//nrH5/b9oVP7JvntKfjQe8exD+fofb+AhnsvfXY1Yb6t8+ckbZ83zluT3hVJQ\n7iqbJa0Ui13fT7REySm0w0GGdmUg3igFQRAEQRAEQRAEQRAEwRBmSGbgBUEQDBqhQhsEQRC0m1Ch\nDYIgCNpIpcvKrYFXJlsvGDQigBcEQVBLTKENgiAI2k1MoQ2CIAjaiJlh/SlT1JUPhj4RwAuCIKil\nt6QKbZmyQRAEQQDlfE34mSAIgqAkVjIDr9R6ecGgEQG8IAiCWmIKbRAEQdBuYgptEARB0EaspIiF\nhYhFRzAkA3irAmsCY0XG5xIh56NUfpRip1I/U8p9eZ0aXb6sKh1oJcPpwr6LsKt9MVtI1in11bz+\nDwgtH6mst56wTxZ21Z87hF2pFSrF1L2FXe2364VdJSXvIOyvFHalqqdQ++cBYVf9Aa22OV7YJwi7\nGkzUsVcKgEpZWal+NVLzbImYQtsvZnZms2Xd/cR29qVVJpB8jVL9VCqearxXfkah1NRBq2crn6WU\nQpWKuOrrv4R9V2FX4+ULYucpBd9HhV0pl24q7DuWrEcdg/8TdtDjXF5bTyvdqraVDy2riryWsKvx\nWCm1qutDXQdK8VfVs4GwTxd20EqwatRW15PaF+rebSZahbglYgptv6wMvmbE3GcZMfsJRi7J3/33\njs7LdvuI/FXfOyqvKmtLhIcQSq0KpXSqVDa7F6vRALqF0qaPyI8I3lPusdQW57Wn1b4YMSo/IquY\nhbrvnL0w7/0WCHXXMV35YzB+VLljs0io3Cq12fGjhGKqaFbVv8bY/HEZdf8NWfv8O/+atXevkx/x\nKzv8R9Y+a5X8k/fYyeouAEbOfTprdxd3LMIuBHkx4SEq8/MP2JUF+Sd7H5m/vq17Vbp61d1eeayr\ngqkDLsoHy4eZvYAePvrg7qu10saQDOAFQRAMGm3IwDOz44BPAlOBu4D/dPe/NSi/J/B1YBtSvPZ0\nd/9+zfdbA6eSYhYbAB9z9/Ob7/Ryo2I69TTlwIIgCIYdbcjAC18TBEEQVKlUyglTlFguL9B8rN0N\nRAAvCIKglgHOwDOzw0gPSB8EbgNOAK4xs83dfWam/IbAVcAFwOHAG4GLzexJd7+2KNYNPAxcDpzT\nfGcHBnffY0W3GQRBsFIxwBl44WuCIAiCPlSs3LTYmEK73NS+BGsXEcALgiCoZeBFLE4ALnL3SwHM\n7BjgAOAoIDc96MPAIzXTge43s92Leq4FcPe/A38v6juj+c62j+JhcBPgL+6en9cSBEEQJAZexCJ8\nTRAEQfAylUqFSolpsZVIwRtwzGwT4EiS3/qouz9jZvsB/3Z3tXpNQ+IoBUEQ1FKd1tTsp8HUJjMb\nSZp69PIyiu7uwHXoqUG7FN/Xck2D8oOKma1mZtcAjwC/B9Yu7JeY2VmD2rkgCIKhShlf088U2vA1\n4WuCIAjqqYpYNP2JDLwBxcxeD9wD7Ay8jaVLzG8LfKnVeiOAFwRBUEtvyQBe46lNk0lrrtevqvs0\naY2iHFNF+YlmptayH0zOJvmSjem7tv2Pgf0GpUdBEARDnVK+pt8ptOFrgiAIgj5YF+UCeEolKmiV\nrwKfc/d96KtF9we0Fmm/DOkptELkRyrrvSDsZeU9VFRzorAr1ThVvlHUVCnUqjkC04V9mcVOCpSu\njVKV3VR0dpY4Nqqfmwh7XksL5gr7/sKuFADvLNkfpbyqjplqVynVKVVcpRg4ScgnriPUhJVq8PPC\nDrC6sKtzUR2bLYRdqRuq60MpRqrrrIJWDWyJNohYrOTsC+zn7tOtrxLaA2iRyUHHSSqqSm1WXavq\naKunXXXeNjpnlUqsUi5V15Ja1V1dw8pvKKVTtY/UjcXWwr6NkGp9QTgsdXUqBVQ1rqt6lLougBh6\n5bilfI3aR88Iu1KzVfs0r8On7wHUPlpV2NU5obQB8zqbun6lEAv6PkPdTygVWuX7lKbmvAZtt0Qb\nRCxWcjrS17B4PrbwJSqL8yO7V/JPzL3d+avDx+RHfFskzlyhstndpWQ283e8tiR/rlqPulsExHc+\nIj+ieVfe3jMuf7Uusnz5p+YKxd8FefuUcfkRebRY/F+ptb4oHlwro/P1jOwRKrpCubS3e42s/d9z\nyqmWKvVbpbyq9uf662+btS+84fdZ+/0//VHWvvH+92ft448+NWu/bpryxFCp5D3BFqvnlY9X7Smn\n1CuR141SSs7bfWS3VpRuASs5hdZiCu1A80rSGrP1PEN68dYSQzqAFwRBsMJpsC7Rj256lB/d9O8+\nttnzGjramaSYz5Q6+xRghvjNDFF+jrureNBgMoF8TGhVdLwgCIJgeCN8TQt+BsLXhK8JgiCoo5pZ\nV6Z8MKDMIuXpTKuzbw880WqlEcALgiCopYEy4Dt3W4d37tY3z+cfj7zAjp/+Q7a8uy82s9uBvYEr\nASylDuwNnC96cDPLTgd6U2EfitwEvBs4pfjbi238JPDHwepUEATBkEb4mrJ+BsLXEL4mCIJgGSpm\nVEqsa1exCOANMD8GzjCzQ0gTYypm9lrgLODSViuNAF4QBEEtAz+F9mzgkuLh6jaSwl83cAmAmX0F\nWNvdjyjKXwgcVyj+fZf0AHYwNTPIiwXLtybNxBwFrGNm2wJz3f3h5js/IHwK+IOZ7Vj05SvANqRM\njteu4L4EQRB0BgM/hTZ8TRAEQfAyKQOvxBTayMAbaD4DfJO08kgXcG/x72XAf7VaaUx0DoIgqGVg\nRSxw98tJGQKnAncArwL2dffqEmJTqVnyyd2nAwcAbyQt43gCcLS716oFrl3UdXvx+08C/wC+vdzb\nXxJ3vwfYHPg78BvSsqO/AbZ39wdXdH+CIAg6goEVsQhfEwRBEPTBKkalq/lPMyq0ZnacmU0zs/lm\ndouZvaaf8nua2e1mtsDMHjCzIzJlDjGz+4o67zKzZYSJmmnXzE41syfNbJ6ZXWtmyyzNa2a7mtn1\nZjbXzGab2Q3tEm5y90Xu/gGS+NKbSVnkW7r7e9xbX9w2MvCCIAhqaYOIhbtfAFwgvjsyY7sR2LFB\nfY8yhF7AuPsLLIccehAEwbCjDSIW4WuCIAiCKlYpuQZePwE8MzsM+DrwQZZmel9jZpu7+zJaaGa2\nIXAVyS8dTnphdLGZPenu1xZldiNlpJ1EeinzLuBXZra9u9/bbLtmdhLwEeC9JJ3P/yrKbOXui4oy\nuwJXA6cDx5HWjt2WxvplLWNmY9x9gbs/Rp3+l5mt5e5PtVLvkAzgPUnqmLpduVfYlYqaUuJT6oPq\ndkrtLKU4OkHYG50hqm2l4HaHsO8t7DsJKbsp6+s+5Vgi5E6VnMpm5arnSWFXaotqX6vVITcUdnUO\nKb0jpbinFPRUPUotd3PxA3U3rV4fNFKhVcp9SglTbcOGwq6UKhXqelUrVL/EACsDNhCxkOWHMWb2\nOeB0d/c6+wTgAnd/z+D0rDFPkK4jpTh5j7C/UtjVdaTODjXWgPZNalV5Jb+obsOUb1Xj633C/gZh\n31YMyGsKP6OSi1z4mYlip04V/clrPOqx6dXCDnp8UjqMawt7Xg9Pj+1qPFbHXrn0fwu7ui9R4+4L\nwq7GYrW96tg0eoR4RNhXE3Z1f6Du3ZRK84Cr0JbxNcPcz0Dn+hrvXo3eCVPoFcewd2xew3puT340\nWLI4f7WOHpH3QmMtP8DaYqGC2ZV/2vGKeArqGpm3DyDzPN/GQ8/nR8Y/Tcvf9Y4akd+ne2+cV7nd\ndJX8Q9Oao/P7dOzI/D6avzjvOZTqbkUcm3ni2H//73ld8H89Pidr/+heeX30PaeWCws83ZO/axj3\n/tOz9h32zz+1Ln40f5dRmZf3ND2uPcTtj2mF2hw7rZ2/Gxtv+eu1R2jCLxiTV40ePSL/ZGYL80rD\n3jVSX2st0IYptCcAF7n7pQBmdgwpk/so4MxM+Q8Dj7j7icXf95vZ7kU91xa244Gr3f3s4u8vmNk+\npGDcsSXa/ShwmrtfVZR5L/A08Bbg8qLM2cC57v61mj62M4P7H2Z2uLv3edQ3s7eTlrHIS0v3w5B5\nqxYEQRB0JB8GbizesgFgZnuQYmBbD1KfgiAIgpWL8DVBEASDRLEm6o7A9VVb8ULlOmBX8bNdiu9r\nuaau/K6NyjTTrpltRHqPW1tmDnBrTZk1gJ2BmWb2FzObUUyfbecaqjcAtxTZgZjZODO7BPhf4Mut\nVhoBvCAIgloGeA28YcArSclMd5nZkcVC6dcDPyE57iAIgqCeAV4DbxgQviYIgqAEA7wG3mRS4vzT\ndfan0ZMgporyE2vWnVNlqnU20+5U0iSJRmU2Lv79InARsC9pTdfrzSyflrqcuPuxwNuBj5nZn4G7\ngO2Andz9nFbrHZJTaIMgCAaNNqyBtzLj7s8Dbysepr5DmjV6QHVtiyAIgiBDG9bAW5kJXxMEQVAO\nqzQnTFFbfiWmmrh2YXUqLvBxM9ubNBX3s21q92rgF6Qs8iXA/3P3fy5PhRHAC4IgqKW3ZAAvMiMw\nsw+T1rD4KbA98PVizYflclBBEAQrLWV8TfgZIHxNEARBGSqVChWxBt5vpj3Bb6f3XXX+xUVqRV8A\nZpKWUZ5SZ58CzBC/mSHKz3H3hf2UqdbZTLszSMvnTqFvFt4UlkoGVAUj6hddvA+9dPByUWT2XUbK\nAtwXeD1wpZmdB3zW3RvucEUE8IIgCGqJDLxSmNlVpPUljnb3H5tZN3Ae8Dcz+2zNorRBEARBlcjA\nK0X4miAIgnJYlxamePOm6/LmTdftY7v3uVkc/Os/Z8u7+2Izu52klXklgJlZ8ff5ogs3A/vV2d5U\n2GvL1NexT7VMP+1+oygzzcxmFLa7izITSWvefbMoM93MngS2qOvP5sBvRf+XlztJyrr7uvss4Foz\n+y1wabGN27dSaQTwgiAIagkV2rJ0A9sVEum4+zzgA8XD1rdIik9BEARBLaFCW5bwNUEQBGWoVEqp\n0FLpt+zZwCVFQO02kjpsN3AJQLHEwdrufkRR/kLgODM7A/guKcB2MLB/TZ3nATeY2cdJwa53kkQr\nPtBEu9+rKXMu8DkzewiYDpwGPA5cUVPma8ApZnY3Kbj2PlJA7+39bXiLHOvu/1trcPe/mtn2RX9b\nYkgG8Kq5kGPE9xsJuyq/qJ926skLO2udX3Wq58W+Ya6wA7wk7Gob1hH21YR9THfe3is6Oy+vQM50\nUf/Owr7eenn7ArHB6+QV4Jkp6s+LdKdVL3NsIOzd4iRalFd0Z6yoZx2xvRuMzNtXfyRvz78DSTnC\nOaYL+1bCDqByd9U5p66zVYRdDTKq/vnCnheTT8dYHJ7WiCm0Zdm7UIPqg7tfYWY3534wFHiQdE6N\nF98rScOJwr5Q2GcL+zI7rIZRwq7GMzGsyD7NE/YJwr6WsK8q7KPEgNwjBpv5wg88Ji7DbUW7U4Xj\nWyA2uEsMHJNE/ZBWUS7DmmJgHCt29uLH8vZ/ifonjcvbxwjnNFI40QdF/YrVhV2N32qMVv5HXQMA\nawq78kGqLuVHlW+qrpA9YMQU2rJ0pK/xygi8ayRU8qOHiXNg3Mj83daCnnJn4RLL34WNGJW3q9p7\nxRddo5UX1fSIJ6ce8SyySGzzSBFsWG9SfgBUy3tNGp0/Nl33/iFrn3HFL7P21bbaMGuf+ObjsvbH\n5ubbHd+df7p74sX86PSnO57M2u+7vl7YM7Ha+EOz9j03yHuC/z3oS1n7JhvmveUeP/hq1v702q/J\n2rumbpe1jxQHbJPVys867B6Z39fqcrKe/HXplbxHeX5BvnyX5W+I1piQfyCvzHsBUzdLLWCVCtZ/\nUK5P+Ua4++VmNhk4lTQ99U5SdtmzRZGpwHo15aeb2QHAOaTlDx4nZVFfV1PmZjM7HDi9+DwIHOTu\n95ZoF3c/s8jMvoh0S/BnYD93X1RT5rxCPONsUrjkLuCN7j6t6Z1UgvrgXY39ReDoVusdkgG8IAiC\nQSOm0JYi90BV890zK7IvQRAEHUNMoS1F+JogCIJyVCom18BT5fvD3S8ALhDfHZmx3UjKqGtU58+B\nn7fabk2ZU4BT+ilzJnBmozLLg5kdCFxdTP09sHFX/NettBEBvCAIgloiA69fzOwZYGt3n2lmz9Ig\nMcXdVcJMEATB8CUy8PolfE0QBEHrWFe5KbSlptsGil+RMhGfKf6vcMpP7AAigBcEQdCX3iXQW2I8\nHZ5rE32apasNnDyYHQmCIOhIyvia4elnIHxNEARB61Ss5Bp4/WfgBY1x90ru/wNJBPCCIAhqiSm0\n/eLu38n9PwiCIGiSmELbL+FrgiAIWmeg18ALhgYRwAuCIKglptCWxswqwIEs1Uu5F7jKfZg+dQZB\nEPRHTKEtTfiaIAiC5rFKBetqflZRBPAGHjPbm6SaW/Vb9wHn1gp5lGVIBvA2JSnNqoUulDaLUtYT\nQqo8IexKuU/trLKTl1X9AOpWTmk8qW2+Q5Wflbd3C7sQg2VTYd9EfNEtpBvnCvnE1UTDt4l2lTLq\nTsI+Vcj3dgtlwIpQBrxdqCduJg6y2g9riP5sI07S3+bN8lxvNByXnZgzVdiV0p9S7VTtKiVmpea5\nHiCEGFvDe6C3RAr5MH9uMLOtSBLt6wIPFeZNgSfN7MBaFamhxLYkNWp19JQSpToPnxb2+4RdKWZC\nktfKodRmlXJ6WeVP5WfUPvqnsM8VSqfdwq78jFJZ30SofI8RA8Essbz9ErGDGo2Jyt8r5VqlNjtB\nKOZOEY1PeypvXygGzHFi4J0gbmS6RLvP5c1S+X2usCv/oK4zdQ00+k4IWMpjps5rdfwnoK//lijj\na4a5n4HO9TWV+S9QmfssJjQ43PLngAkV2u7R+UHFRXlVv1LfLKu07Fb+gV/LkeTpHplvY5NV8yPR\nxqvkRxwT+6L7+Uey9kcu/l7W/o2L/p61bzEh358PXLFh1r54y/z69jPn50ehTcX2/uCYXbL287fJ\nj5YPzsiP1C9tf1DWPrbr1Kz9J3fm73xu2PH9Wftnfv9fWfusbfP7Yf6S/Ki+9nh1NwSrjclfHy8u\nytc1a0F+bF04Qni5Jfny8xbn6zehdz5OnNMTFszBFilPWp4UwIsMvMHCzI4FzgN+VvwLsAvwWzM7\nwd2/2Uq9QzKAFwRBMGj09ugnQVV+eHMxSfJ9V3d/DsDMVge+D3wbeO0g9i0IgmBoUsbXhJ+B8DVB\nEASlsEqFSkyhHUw+A5zg7v9dYzvfzP5SfBcBvCAIguWmdwn0lng9HA9WOwCvqT5QAbj7c2b2aXTS\nbBAEwfCmjK8JPwPha4IgCEphJUUsLEQsBppVgN9l7L8Hzmi10gjgBUEQ1OI95QJ4XiZdb6XkQWBy\nxr468PAK7ksQBEFnUMbXhJ+B8DVBEASlsK6SU2jLKNYGzXAl8Fbga3X2g4CrWq00AnhBEAS19PZA\nb4mHpTLBvpWTE0np4F8AbilsuwCnAJ8ys+5qQXdXy3YGQRAML8r4mvAzEL4mCIKgFGYlVWhbWNMy\naMi9wGfNbE/g5sK2C2nJh6+b2fHVgu5+frOVRgAvCIIgWB6qmiq/YOn619Uc/Pq3S2U1f4IgCIIA\nwtcEQRAEncXRwAvA1sWnyqziuyoOdHYAr0LyvEqtVQim8oKwq3o2EHal0Fd2BRJVT6O7CqWmuaaw\nCyE7VhX2bmEfI86EzYUs4XghoThqbN6+SByEeUI2dX7ezOPCLoT+pH2kEDAaK7Z3TaF6uOn/5e13\nCNXDjYRdvYNXOkRKdVfV0+hVtDhkUomskXpmDtUndV0qtUK1L2Y3+K4lvLeciEUkRuwz2B1ohTGk\n8VCdO0rZVY1NSm15R2FvpEauUA5b+SZ1aqprTF3bSvVT+Zlx4gWuUondQgxCajyWfkYcnPniICuV\n3tYyChkAACAASURBVEa+vuz9wQKhEqsUyceKfaSU358U9nlCtVb5AiF4LlVX1b2HcHFSbVadi0rl\nttFvVBvKrq4PNfwvorXrVlLG14SfgQ71NT56Aj52FVxMg/au/A2pj8rfsfeQH2DVKWIDpDbbCia2\nuUtk+SwS0rjPC1XWp+bmr+6Z8/Ij9egR+XZfuWb+iXCjDx6dtf9n1qrpWiOvqT5mRH69sVFiGuPI\n67+dtd/4vv/J2rcRcr9n/fgTWfsjL70ia3/dA3/L2g+++1dZ+4t33ZG1V4Q8+sRR+e19SSi7dpvy\nxDBOePYx3fknwsdfzNc1c15+tJ84On8nNlocy5FiTbnFIqu6d9zq9I4t+6Slsa6Sa+B1xRp4A4m7\nb9SOeodkAC8IgmDQ6KWkCm27OtIZuPv1g92HIAiCjqOMrxnmfgbC1wRBEJSmUm4NPEKFtiOIAF4Q\nBEEtEcALgiAI2k0E8IIgCII2UukyKiUCeJXIwOsIIoAXBEFQixNTaIMgCIL2UsbXhJ8JgiAIShIi\nFisnEcALgiCoJTLwgiAIgnYTGXhBEARBG7GuclNoS023DQaNOEpBEAS1VLMimv0M48wIS6xtZo3W\nnA+CIAjqKeNrhrGfgfA1QRAELVGxl4N4zXwQohtBecxshJl9wczWHei6h2QG3kySMuYM8b1SXVtd\n2JW3F0Kk0q7un8pq1TdSBFVqaWoblPLhukIibhUhZztSNKBU/V58Pm9/cnrerpTslGLdPSXtmwm7\nUq1d7d/iC8FIIfu6vpAyHick/R7LC2khBAN5TtjVcVcqxo3OOYXoqlRbFILCUjVa1aOUkicJ+z3o\n/dQSkYFXBgOmA68AHhjcrpTjRdK5+az4XoiHSqVWNUar81xrqOnfqNsq5ZuUMruyK3Vrpea97lp5\n+6pCtnakkA9VKuXKzzwrBvbnhQNVx1i9wVT7AfTl/rSw/0tsw0ZiwFQK7+PFADhFOFd1jNV4PFnY\n1bir1FjVWCx2g1SzVXbQ14dSlFb7QvlLpTT9MHo7WiIy8MrQsb5m/shxvDRqIl2WH8F7hFLoosV5\nu1KzFdVLFUxVXqHGy64W1sxSv1iwJL9tNz6aH7nO/Vn+qWD6bTdl7ZPW3Txr32f/bbP2Y167c9a+\n0Rmvy9pHiH395ML8dr24MD+aqRjKmjsfkLVvseXlWfsPb8k/jHxsvy9n7XtOPjdrP+TGC7P2p7d9\nS9a+6JUHZe1LRHbXCKE2q87dRpi4nrqFSuzE0fk+VSwfIhkvFHMnj82XH9mTV8V1MVXVu8bjI8dm\nv2sFq5ScQhsiFgOGuy8xs08Blw503W09Sma2h5ldaWZPmFmvmR3YzvaCIAiWmzLZd2WDfSsZnp4k\nHkLHtdpO+JkgCDqS8DNNE74mCIKgPJVKhUpXV/OfJgJ4ZnacmU0zs/lmdouZvaaf8nua2e1mtsDM\nHjCzIzJlDjGz+4o67zKz/Vpp18xONbMnzWyemV1rZps26NfVK2As/wPw+oGutN1h1nHAncCxDPsJ\nAEEQdAQxhbYsnwbOMrMtB6n98DNBEHQeMYW2LOFrgiAISlBm+mwz6+WZ2WHA14EvAtsDdwHXmFk2\nkd/MNgSuAq4HtgXOAy42s31qyuwGXAZ8G9gOuAL4lZltXaZdMzsJ+AjwQWAn0mSaa8xsmfkfZnYC\nKaG/3WP51cBXzewsM3unmR1Y+2m10rZOoXX33wG/g7R+RTvbCoIgGBBiCm1ZLibNsvyXmc2nbsa2\nu4uJ+wND+JkgCDqSmEJblvA1QRAEZSjWwCtTvh9OAC5y90sBzOwY4ADgKODMTPkPA4+4+4nF3/eb\n2e5FPdcWtuOBq9397OLvLxQBvo+QXpg02+5HgdPc/aqizHtJK5y8BXh5nrmZbVfU92r0im0DxQXF\nvx/PfOeUX4kNGKJr4AVBEAwa1ayIMuWHNycPdgeCIAg6jjK+JvwMhK8JgiAoxUCugWdmI4EdgZcX\nUXR3N7PrgF3Fz3YBrquzXQOcU/P3rqTsuvoyBzXbrpltBEwlZfpVy8wxs1uLMpcX5cYCPwSOdfdn\n2v0uxt3bMts1AnhBEAS1RAZeKdz9O4PdhyAIgo4jMvBKEb4mCIKgHFbpf1psffkGTCZljNXrdj0N\nbCF+M1WUn2hmo919YYMyU0u0O5X0qqtRPZAChzdVs/RWJGY2xt3zqiYlGZIBvPtI6qQPi+83EXal\ndKrUBIWAHuOFXalyqlNdvTBViqOgFc6Uwp1SjltHSBwK8SqpNvvUI3n7vWJnCFFWqWSn1FGVoumh\nwj69pL1X7Iex4gcbiXrWXi9vX1cMY1OFdN/smXn700IyUIjcIqppqEKr9rW6bpRCn7IrwV913awh\n7I1UEh8Dfi2+L00E8EpTrHHxPtLw/InirdabgMfc/b5B7JrkcZIS7L3ie6VEOlXYld9QK64LQVZA\nq5ErlG9SPvFFYVf+R4jKso4Yz3qFTKhSm332sbz9HtEhpc+m9qnaXvXetdEq+Up9dVVhV+fFNHHQ\nesQgrnzQamJgXEWMS7PFPlX3JeLQSL+h1JXVvlbnuvI/jX6jVGifFPay1+wGaLXplogAXmk60dcY\n6X5npLjpGSVUM8eIh+4FPfnyS3rz9l5Rf0VclUpUVmWqiGZfbiXbhig9flT+m1dMyV+tr3pF3juN\nGJVfM37nV+U9+Kn7bpa1T7jlR1n7/Gn5J9RJe+fVV5+buHXW/u9Z+Tvn8aPzj+dPLMlrws+84CdZ\n+ykb5T3Ti589Mmv/+gW3Ze03bP3erF3xobfmH4K2Pv49WXtls1dn7T42Pxp710jZdu/ovL74IjGG\njhJTRpXarCovRG6xBfk7kMoi8WTWNYKuuc/mv2sBKzmF1lpQ/u0UijXn9iKts7ei2uwCPgMcA0wx\ns83d/REzOw2Y3uqLqSEZwPs76Ua89gZuMvrBPgiC4cPfSGNEFUcHD1siptCWwsz2IK0LdBuwG2mB\n2WdI6e4fAA4ZvN5p/kh6GK996F8LWHtwuhMEwRDjn8C/av52dAC3JWIKbSk61dd85uSTmDhxUp+l\npQ499FAOPVS9kg6CYLjw41/9hp9c8ZulBjPmzFGvHcvTaArt5X+9m5/99e4+ttnzGiaIzSQJP9RH\nzqeg15KbIcrPKbLvGpWp1tlMuzNI70um0DfvaQpwR/H/NwAbA7PrXkj8wsxudPe9xDYsD58FjgBO\nJIl0VPkn8DFg5QngvRpYHZ2BFwTB8OU1xafKYlKWyFkD1UBk4JXlDOAUd/+amdXedVzP0sVnhxxv\nIHl1lYEXBMHw5hXFp8oS0hPCJQPVQGTglaUjfc2Xv3oG2223PaNUalsQBMOWd7zlAN7xlgOWGrpG\ncMfd/2Lnfd8yMA1UKlgln9l62O7bc9ju2/ex3THtCXb/9Dez5d19sZndDuwNXAkvC/rsDZwvenAz\nsF+d7U2FvbZMfR37VMv00+43ijLTzGxGYbu7KDMR2BmobtBX6BtEgxRI+yhJKbcdvBf4oLtfb2YX\n1tjvAlpWVG9rAM/MxgGbsnT2xMZmti3wvLurmRlBEASDRwTwyvIq4F0Z+zOsgMTp8DNBEHQkEcAr\nS/iaIAiCMlgXiACeLN+Ys4FLioDabSQ1126Kd1tm9hVgbXc/oih/IXCcmZ0BfJcUYDsY2L+mzvOA\nG8zs48BvgHeyNLO6v3a/V1PmXOBzZvYQaRWt00gr5lwB4O7PkPzF0s1NmXiPufuj/W14i6wDPJSx\nVwA9F7wf2qKMUcOrSWmLt5MmAHwd+AfwpTa3GwRB0BrVaU3NfpqY2mRmx5nZNDObb2a3mNlr+im/\np5ndbmYLzOwBMzsiU+YQM7uvqPMuM9uv7vs9zOxKM3vCzHqLtR/awWzyS8Nti16ucSAJPxMEQedR\nxtc0OYU2fE1bCV8TBEFnUTGoVEp8GmcKu/vlwCeBU0nj4auAfd29unDfVGC9mvLTgQOANwJ3kgJv\nR7v7dTVlbgYOBz5YlHkbcJC731tTpr92cfczSRl5FwG3kpZM3s/dGy0t3e4FKu4F9sjYD2bp1N7S\ntDUDz93/RPuDhEEQBEMWMzuMdKP/QZa+NbqmWMh0mSXri0W6rwIuIDm0NwIXm9mT7n5tUWY34DLg\nJNLbqncBvzKz7Wsc3jiSI/wO8Iu2bSD8BPiqmR1M4QjNbGfSNv+gje0C4WeCIAggfE0b2wXC1wRB\nEAC4+wUkv5H7bhmFFHe/kZRR16jOnwM/b7XdmjKnAKc0KlNXvkR6YkucCnzfzNYh+Y+3mdkWpKm1\nb2610iG5Bt4LpBeOSvlOKe51C/s2wq5ULdVMheeEXamlSZUlYQetZKfU9f4h7KuI9S8XixWY54nY\ntFqH8DVCpm0Noco6X/Tnmel5+ztEu1NWy9ufFcp6uZxVgF1E/4V4EdPEu92HxKSJLTfO27sn5u09\n4qSeLVRo1ULa6hxt9OpBqW2KXSHvXtU5uoOwq7xhJUih+rMqWm2zJQZ+Cu0JwEXufimAmR1Deht1\nFHBmpvyHgUfc/cTi7/vNbPeinmsL2/HA1e5+dvH3F8xsH+AjFGsBufvvSAt+V9eKaBefJqXIP0ka\n9u4lHd7LSenrQ5JFpOtIqZqr81wpVKr5W3nNuLQar0KpwSq78onKwQuRbOmz/iLs40WH5gmJ0pdE\nR9U4vaO46CcLCfk5oj8zhF35sVWV1DAw65m8XSnmri/a6BbS7EqRd5YYZ1YRJ+o4caOxRMjELhY+\n+p68WaqxqvFbXTeqnkbzSpSvUdfg6sKurkF1HYxp8F1LDPwU2vA1Q5jF8hjmL+IlQm12wZJ8RaI4\nI0VGjRA6ZYQo3yVOQjcd05y/pFxyS3dXvvx24/IL63/3gHWz9t63CS/n+W3oevDGrP2eCy7P2p+4\nLa9tfYBQoX3DJ/Jxiaf/+eesfdJ6W2Xtf/veMVn7npW8ounvnsg749sPPDVrP/esDbL2m16dSyCC\nn92bl02/6Jf3Z+0nTM7H9zf9dH57F08Szr4R4hgrKXR1hqrrb5GwLxT28aPzHmhCd/6Jv/LSc3iZ\nKa/9YJUurKv5+tR6eUFruPsVZvb/gC+QQkanksI3/6/6oqwVhmQALwiCYNAYQBVaMxtJeuv05ZeL\nu7uZXQfsKn62C3Bdne0a4Jyav3clZR3Ul8nfPbaRQkXqSDM7FXgl6R3FP9z9/1Z0X4IgCDqGAVSh\nDV8TBEEQLEOlUm4NPKFYG7SOu/+ZJMoxYPx/9s47zLKqSt/vqqquzoGm6URqgiRFQDKIgi0gYsAE\nyowgGGYUFNERzIIYcUQB8aejIuIgM4gSlKTgiIgEySDQxCY13YSmc6quu35/nFtyu1jfrTq3b1FV\nXet9nvt09Xf33Wffc8/Z65x99l5fDuAlSZLU0twZeJMoZgrM66bPQ0+EmirKjzOz4dWbGFWmztyh\nvsXdHwUe7a/tJ0mSDCqaOwMvY02SJEmyJs03sUgawMx2Abqmmt7r7reuTX05zJokSVJLGQOLsoN9\n6yhmdqSZ3WFmy6qvO8zsA/3driRJkgFLxpnSZKxJkiTpPdZiWEtLiVdfZkEYepjZRmZ2HUVe2tOr\nr7+b2V/NLM4B0AtyBl6SJEktdZY1nf948aplocgpVeU5ilRL3VN6TgHmis/MFeUXVWdE1Cuj6uwz\nzOwrwAkUiWW7EqvsCfzAzDZ193ToS5Ik6Y6INQ3EGchYk7EmSZKkOy0lZ+BlDrxm81OKXK3buvss\ngKqJxc+r772pkUpzAC9JkqQGr+gcuO/dqHjVctsLsMufRF3uHWZ2KzATuBT+meR7JnCGaMINwEHd\ntAOqem2Z7nXs363My8UxwEfc/bwa7bdmdgdFLqW8qUqSJOmGijVl4wxkrCFjTZIkyUuxkjnw6pjS\nJA3xemCvrsE7AHefZWYfB2IXm14wIAfwNgUmA9PF+8KIlJFCV45lCuWiFnv8aOdP5bo2o862hXmf\n3IZKAqIcdp8RdqRLRHnl/9Mp7NvmPx3rT8RGRWwzOdZfIaxLlYvrEuEAOKJ7euYqqv0ThI3d1sIq\n75ZHYv1JoU/eMNaVa2Psc6Xdh9Ux2j2BTS27CV25vqowUNbRT3U+aqKB2hegj99GqDhUSixXqvRs\nsnYacE715upmCoe/UcA5AGb2TWC6ux9ZLf8j4Bgz+zZwNsXN07uBN9fUeTrwZzP7FHAZ8D6KBOYf\n7ipgZqOBLXnRe2tzM9sBmO/uwuuyIdqr36s7f0ebTPY77RSNE8bZpeNM2WCq4gxoB07ltqxcptW5\nJ0y1ZaxUcUnZZ20o3GZVe3YQ+gixs5eKBj0l4sB+M2JdxZkW4RALUBE/QvtNsT5b7OytxAE2UQTd\nlaKe1eLHr4h9V6ZvA9hV6Op4V8fWvUJXHUS9jkOdg+r4Urq6TVGxrNkLi8rEml7EGchYMyBpM6Ot\nxVgtfkTl1KrcLjs91lubZACs3GZtZXyl1SLaAzB6WPyzrG4dEeqd4ixTzpgty+MO2cR273whbusj\n9upQ3/vs2DV1u/a4l9j3R7eHunKbVSx84r5Q3+qNx4X6H4fFPi5X/D2+cv7K1w8O9e+2xfVf+YHv\nhPop79w+1PdaL74IqLTHvffDy+LffeWi+PeaPFpfcU3w+E5ouLhSWtU6KtRXrFa2teWclZd3KDfp\nuP4RIzZgSXvsUNsIXUtjy5RPmsoTxJf1rdS/ta1L/kpJkiQ1dM2KKPOqW5/7BcB/UCz5uR14NXCg\nuz9bLTKVmnEkd58NHAy8EbiD4ibsg+5+dU2ZG4DDgY9Uy7wTeLu7194n71Ld3q0Ui7W+SzH22+xZ\nCudV29GdDwLnN3lbSZIk6wTNjDOQsabJ20qSJBn8dM3A6+0rZ+A1m88AZ1ZNLIB/GlqcThGvG2JA\nzsBLkiTpL7xSbpZKL2+sfkiRtyd676hA+wvFLId6df4G+E2d96/l5XlI0wF8xMxql17tAWwGnG1m\np9a06YSXoT1JkiQDnjKxpjdxBjLW1LQpY02SJElLySW0OQOv2ZxDMRP+JjPrmpraBqymiFtndxV0\nd7X45yXkAF6SJEkN7r2/WeoqP8TZGbir+vcrq/8urmq71JTLPZUkSVKlTKzJOANkrEmSJCmFtbRi\nrb0fwFPL1ZOG+WRfVJoDeEmSJDVUSs7AK5tTal3D3ffp7zYkSZIMNsrEmqEeZyBjTZIkSWlarNys\nupZmZ3sd2rj7L/qi3hzAS5IkqcFLmljkzIgkSZKkLGViTcaZJEmSpDRdue3KlE8GPANyAG9Diiy7\nG4n3x5SsTzlzKmc9VV5dZ6lxbbVztxQ6wFihl3XmVI5vTwp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Q32z7eL+tFo6s8x6ZHeqr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P7mijSLNwldLeRWzsG3C32UsIdTbqP7Cn1OdEkKCMMj6Za7tdA3FM+YW8RBMUy4LW4nnA2vEdtV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\nE/sZY8zIkJCZc/700NmsBm5tN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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax_ideal, ax_realistic, ax_diff) = plt.subplots(1, 3,\n", " figsize=(15, 3.5))\n", "webbpsf.display_psf(miri_psf_center, ext='DET_SAMP',\n", " title='MIRI Center @ 10 $\\mu$m',\n", " ax=ax_ideal, imagecrop=5)\n", "webbpsf.display_psf(miri_psf_corner, ext='DET_SAMP',\n", " title='MIRI Corner @ 10 $\\mu$m',\n", " ax=ax_realistic, imagecrop=5)\n", "webbpsf.display_psf_difference(miri_psf_center, miri_psf_corner,\n", " ext1='DET_SAMP', ext2='DET_SAMP',\n", " title='Center minus Corner',\n", " ax=ax_diff, cmap='RdBu_r',\n", " imagecrop=5)" ] }, { "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 }