{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Inpainting missing data\n", "\n", "Missing data in an image can be an issue, especially when one wants to perform Fourier analysis.\n", "This tutorial explains how to fill-up missing pixels with values which looks \"realistic\" and introduce as little perturbation as possible for subsequent analysis.\n", "The user should keep the mask nearby and only consider the values of actual pixels and never the one inpainted.\n", "\n", "This tutorial will use fully synthetic data to allow comparison between actual (syntetic) data with inpainted values.\n", "\n", "The first part of the tutorial is about the generation of a challenging 2D diffraction image with realistic noise and to describe the metric used, then comes the actual tutorial on how to use the inpainting. Finally a benchmark is used based on the metric determined.\n", "\n", "## Creation of the image\n", "\n", "A realistic challenging image should contain:\n", "\n", "* Bragg peak rings. We chose LaB6 as guinea-pig, with very sharp peaks, at the limit of the resolution of the detector\n", "* Some amorphous content\n", "* strong polarization effect\n", "* Poissonian noise\n", "\n", "\n", "One image will be generated but then multiple ones with different noise to discriminate the effect of the noise from other effects." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "from matplotlib.pyplot import subplots\n", "import numpy" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using pyFAI version: 0.20.0-beta1\n" ] } ], "source": [ "import pyFAI\n", "print(\"Using pyFAI version: \", pyFAI.version)\n", "from pyFAI.azimuthalIntegrator import AzimuthalIntegrator\n", "from pyFAI.gui import jupyter\n", "import pyFAI.test.utilstest\n", "from pyFAI.calibrant import get_calibrant\n", "import time\n", "start_time = time.perf_counter()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Pilatus CdTe 2M\t PixelSize= 1.720e-04, 1.720e-04 m\n", "Wavelength= 3.000000e-11m\n", "SampleDetDist= 2.000000e-01m\tPONI= 3.440000e-02, 3.440000e-02m\trot1=0.000000 rot2= 0.000000 rot3= 0.000000 rad\n", "DirectBeamDist= 200.000mm\tCenter: x=200.000, y=200.000 pix\tTilt=0.000 deg tiltPlanRotation= 0.000 deg\n" ] } ], "source": [ "detector = pyFAI.detector_factory(\"Pilatus2MCdTe\")\n", "mask = detector.mask.copy()\n", "nomask = numpy.zeros_like(mask)\n", "detector.mask=nomask\n", "ai = AzimuthalIntegrator(detector=detector)\n", "ai.setFit2D(200, 200, 200)\n", "ai.wavelength = 3e-11\n", "print(ai)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "LaB6 Calibrant with 640 reflections at wavelength 3e-11\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "LaB6 = get_calibrant(\"LaB6\")\n", "LaB6.wavelength = ai.wavelength\n", "print(LaB6)\n", "r = ai.array_from_unit(unit=\"q_nm^-1\")\n", "decay_b = numpy.exp(-(r-50)**2/2000)\n", "bragg = LaB6.fake_calibration_image(ai, Imax=1e4, W=1e-6) * ai.polarization(factor=1.0) * decay_b\n", "decay_a = numpy.exp(-r/100)\n", "amorphous = 1000*ai.polarization(factor=1.0)*ai.solidAngleArray() * decay_a\n", "img_nomask = bragg + amorphous\n", "#Not the same noise function for all images two images\n", "img_nomask = numpy.random.poisson(img_nomask)\n", "img_nomask2 = numpy.random.poisson(img_nomask)\n", "img = numpy.random.poisson(img_nomask)\n", "img[numpy.where(mask)] = -1\n", "fig,ax = subplots(1,2, figsize=(10,5))\n", "jupyter.display(img=img, label=\"With mask\", ax=ax[0])\n", "jupyter.display(img=img_nomask, label=\"Without mask\", ax=ax[1])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note the aliassing effect on the displayed images.\n", "\n", "We will measure now the effect after 1D intergeration. We do not correct for polarization on purpose to highlight the defect one wishes to whipe out. We use a R-factor to describe the quality of the 1D-integrated signal. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Between masked and non masked image R= 5.67619048065858\n", "Between two different non-masked images R'= 0.41080914159883125\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "wo = ai.integrate1d(img_nomask, 2000, unit=\"q_nm^-1\", method=\"splitpixel\", radial_range=(0,210))\n", "wo2 = ai.integrate1d(img_nomask2, 2000, unit=\"q_nm^-1\", method=\"splitpixel\", radial_range=(0,210))\n", "wm = ai.integrate1d(img, 2000, unit=\"q_nm^-1\", method=\"splitpixel\", mask=mask, radial_range=(0,210))\n", "ax = jupyter.plot1d(wm , label=\"with_mask\")\n", "ax.plot(*wo, label=\"without_mask\")\n", "ax.plot(*wo2, label=\"without_mask2\")\n", "ax.plot(wo.radial, wo.intensity-wm.intensity, label=\"delta\")\n", "ax.plot(wo.radial, wo.intensity-wo2.intensity, label=\"relative-error\")\n", "ax.legend()\n", "print(\"Between masked and non masked image R= %s\"%pyFAI.utils.mathutil.rwp(wm,wo))\n", "print(\"Between two different non-masked images R'= %s\"%pyFAI.utils.mathutil.rwp(wo2,wo))" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Effect of the noise on the delta image\n", "fig, ax = subplots()\n", "jupyter.display(img=img_nomask-img_nomask2, label=\"Delta due to noise\", ax=ax)\n", "ax.figure.colorbar(ax.images[0])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Inpainting\n", "\n", "This part describes how to paint the missing pixels for having a \"natural-looking image\". The delta image contains the difference with the original image" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING:pyFAI.DEPRECATION:Function integrate2d_legacy is deprecated since pyFAI version 0.20.\n", " File \"/usr/lib/python3/dist-packages/pyFAI/azimuthalIntegrator.py\", line 3337, in inpainting\n", " imgb = self.integrate2d(blank_data, **kwargs)\n", "WARNING:pyFAI.DEPRECATION:Function integrate2d_legacy is deprecated since pyFAI version 0.20.\n", " File \"/usr/lib/python3/dist-packages/pyFAI/azimuthalIntegrator.py\", line 3338, in inpainting\n", " imgp = self.integrate2d(masked, **kwargs)\n", "WARNING:pyFAI.DEPRECATION:Function integrate2d_legacy is deprecated since pyFAI version 0.20.\n", " File \"/usr/lib/python3/dist-packages/pyFAI/azimuthalIntegrator.py\", line 3339, in inpainting\n", " imgd = self.integrate2d(masked_data, **kwargs)\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#Inpainting:\n", "inpainted = ai.inpainting(img, mask=mask, poissonian=True)\n", "fig, ax = subplots(1, 2, figsize=(12,5))\n", "jupyter.display(img=inpainted, label=\"Inpainted\", ax=ax[0])\n", "jupyter.display(img=img_nomask-inpainted, label=\"Delta\", ax=ax[1])\n", "ax[1].figure.colorbar(ax[1].images[0])" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "R= 1.300831240300783\n" ] }, { "data": { "image/png": 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z5s0sW7aMsWPHUlZWxve+9z3OOOOMDF/LL3/5S6ZMmcIDDzzQ4vmBahaKC5J+AnERFpJ6MeS96KfMYbo/Q2kHiouLGTVqFA8//DBTp05l2rRpvPHGG6xevTowyaHb+Rd+mnRRUVE6OrChoSHvuabGi0QiGWNHIhHi8ThffPEFt99+O7Nnz2bRokWcccYZNDQ0UFRUxIcffsj555/Pc889x2mnNZ84fdRRRzF//nyqqqryno8bKiyUXCJ+Zqhm/4fJW0NItVVhobQPJ5xwArfffjsnnHAC06ZN4/7772fixIkZhw5lnz/hxSGHHMKaNWvS53Q/+uij6bTio0aNYv78+QD85S9/ybvvIPbs2UNlZSW9e/dm69atvPyydap0bW0tu3fv5vTTT+fOO+9Mm6wATjvtNG644QbOOOOMVpmDCotuQZ6ncdmb8vzMUEDeGkLcrp7Q/RlKOzFt2jQ2b97Msccey6BBgygrK8vxHfTv35/jjjuOww47jB//+MeefZWVlfHwww9z4YUXMn78eCKRCFdccQUAP//5z7nmmmuYNm0a0Wg03eass87i2WefZeLEiWn/SSEcfvjhHHHEEYwbN47LLruM4447DoCamhrOPPNMJkyYwJe//GXuuOOOjHYXXngh3//+9zn77LOpr68veHxQn0X3IuTinn7qChAW+VqTFqzfzVHAovWtHGWlKB6cdNJJ6RPqwDqlLoUz4+wTTzyR0e7EE09Mv//973+f0d+CBbknQE6bNi2j7xQHHXQQixYt8p1jKtoJLA1lyZIlrtec7518+OGHvn1edtllXHbZZb5zCINqFt2BPENnIxFbs3DzWWSQn7SIJYz9msirnaIoHY8Ki67I8hdh1xqXCyHNPyF3cOeLwUNjee8e2Dgf6qth7v+qA1zpktxyyy1MnDgx4+eWW3LOettnUTNUV+TPF0FROdy0xS7I02cRCQ6dhQLyDHpFQ71ix4aPPReWPQeDJ8D+x+bZuaLs2/zkJz/hJz/5SUdPo2BUs+iqxF2cWSEf2CN5mq3C0hyB4jGRejvELxF06JKiKO2NCotuQL5Lf/OS7i9dTFizVrq+/z6LeNL4XlcUpeNQYaHkkNIA/Nfslizo7m0/374XgM+21bagb0VR2gIVFkqOVPA1QzmumWS+O7j9HedNdrbbxrjuw1Ban+nTp+ck2fO6PmPGDDZt2tReU+sUqLDoDgT5ILI91SlrUWDHhaX7CLIyqRVK6WhUWOSiwqI74RW+VODqXPiarpqD0j7ccsstHHzwwZx88smsXLkSgNWrV3Paaadx5JFHMm3aNFasWJHR5plnnmHevHlcdNFFTJw4kfr6en7xi19w1FFHcdhhh3H55Zfnn3G5C6Chs92BwOgm91/8nMONnH8gBky+sbNuZiiXPzrBQNNeiJZAtDi/MZR9jl9/+GtWVK0IrpgHh/Q7hP86+r9868yfP58nn3ySBQsWEI/HmTRpEkceeSSXX345999/P2PGjGHu3LlceeWVvP766+l2F1xwAb///e+5/fbbmTx5MgBXXXUVP/vZzwC4+OKLefHFFznrrJAHfXURVFgo7Wj3Ece/AWP/aih86WT4zl/crytKAG+//TbnnXceFRUVAJx99tk0NDTw3nvvceGFF6brNTYGh2q/8cYb/OY3v6Guro6qqirGjRunwkLpfpjmoNaAis0Lu1iqRX4DueScchs7XbLqtfz6V/ZJgjSAtkSytOpkMkmfPn0ysrMG0dDQwJVXXsm8efMYMWIE06dPLygNeWdHfRbdAtux7HE1r6CmFm3Yy23rHlGlPg2l5Zxwwgk8++yz1NfXU1NTwwsvvEBFRQWjR4/m6aefBqzTHj/55JOcts7U4inBMGDAAGpra3nmmWfa7yb2IVRYdGZqtsL03rD02RZ1k8xKGe4tDgxiaxMGyd/Jl46GcrYzjncuIzfthW2ta+9WugeTJk3iG9/4BhMnTuT8889PpyZ//PHH+eMf/8jhhx/OuHHjeP7553PaXnrppVxxxRVMnDiR0tJSvv/97zN+/HjOPfdcjjrqqPa+lX0CNUN1Ypq2LKME2PvuA1SOO8+zXr66QBgRkOP8DkNaK3GYoVwd3I4ZP/lt+HwO/KwKItGcuorih1c+pr///e85ZdOnT0+/P//88zn//PPTn2+++WZuvvnmNpljZ0E1i07Mym11AKzbsSdUffHQBEJrCMZgnGaofDfluaT7cBs7I83IF2/ltFEUpf1RYdFZ+OV+8HKmo1Ai4U60M62UGNBkmIxa51jVoD6SKX9L3iluFUVpTVRYdBYSjTD3/owisfcgRE3Yw4S8NItwC3GuM7qwdB8Zws1VY2guszOA6FGsnZDuuHGtM5Hv/48Ki05MxD7rN0LHnDxXaORsZh/OTnw0IF14OhVlZWXs3LlTBcY+ijGGnTt3UlZWFrqNOrg7MRKx/vskQLOQABd3aJdFdrxSoWlCMjaCB6VBt19jdXDrYDjt13DMFQWNq7Qfw4cPZ8OGDWzfvr2jp6J4UFZWxvDhw0PXV2HRiYlESwCIBmgWJuvVu4aFn2hJ1RSTf24ot6OPXPdZuBXV2ovO+79XYdEJKC4uZvTo0R09DaUVUTNUJ0ai1n9fxKlZuIaitg4mmczqLV87lFuroD5sB3eyY0xtiqJYqLDoxETts7IzfBY+piGv0Nl8zEkZosKrWWAO8oC6ztDaLH0kqTZwRekQ2lRYiEgfEXlGRFaIyHIROVZE+onIqyLymf3a11H/RhFZJSIrReRUR/mRIrLYvna3ZCd86aZE7G9BAnwAbRM6awXPFoJzOmEdoNV1TQDssl8VRWlf2lqzuAv4uzHmEOBwYDlwAzDbGDMGmG1/RkTGAt8ExgGnAfeKSGrL7n3A5cAY++e0Np53pyC1izrQB9B81b20tZ/W8+gvKGw31VNDUwyAprhqForSEbSZsBCRXsAJwB8BjDFNxphq4Bxgpl1tJnCu/f4c4EljTKMx5gtgFXC0iAwBehlj3jfWqvaIo033xuS88aCVNAuHIBLERzDlISwcffhpQLonT1E6lrbULA4AtgMPi8gCEXlQRCqBQcaYzQD26352/WHAekf7DXbZMPt9drniZnJyKQs8VbWAldgv5DVIUwkKnXXNQ6vSQlE6lLYUFkXAJOA+Y8wRwF5sk5MHbkua8SnP7UDkchGZJyLzukN8d5sZZDyEi8lKHZ79OV3uKSxyO3YXAt4ObkVROoa2FBYbgA3GmLn252ewhMdW27SE/brNUX+Eo/1wYJNdPtylPAdjzAPGmMnGmMkDBw5stRvZV3FNwuebFsPLZxF2vFDd5UdAMsK0sNB0H4rSobSZsDDGbAHWi8jBdtFJwDJgFnCJXXYJkEomPwv4poiUishoLEf2h7apqkZEjrGjoL7raNO1WDcX9rjKQXeCMramyfMM7hAhsX7HKeXlMHcVAi6HJNkaSIZf4/WbrfM8VJAoSpvT1ju4fwQ8LiIlwOfAv2AJqKdE5F+BdcCFAMaYpSLyFJZAiQM/NCa92+wHwAygHHjZ/ul6PHQKFFfCT8IKjNYxzeTVizSLidYY3d2UZXLepRzhGXtF3v6dfTGBbhlSlLalTYWFMWYhMNnl0kke9W8BbnEpnwcc1qqT21eJ7W1Rc9/QWc9NeYEF7uWe52OEf9JPZszXdYu3XaTag6J0JPo41olJmXtcjyN1Iv5O4rBmI2c1wVv2BOE8ZS8ZmF498yjWDDOU7s1UlHZDhUUnJrVYS4bZJvcJXFzeZfXk3rHXgOkWreGz8L/s6+DW1B+K0m6osOjMuDm423D9zHWet3ywsOYl35xQKjQUpc1RYdGp8U/CF6q+W6l3hsDMTx7+kfw0C7e6uQ5uXxVk93p47kqIa94oRWkrVFh0YtwX5UKest2ThmdnqTUmXOKQ4AONmnsJvTPb715nXQ0LH4cv3grXl6IoeaPColPTSqGzHtFQQUFSnkIhULNoFhBukVMZiRHT51mk6oU5mklRlNZGhUUXwz/rrDtuGoRr3842vrmh8hjc4bh2j+pKhdP6bN5LRUWp70JR2gwVFp2YVkstntWNlyAwJpmxoHuP7z8vyTBDBdxDOhgqzL2qsFCUtkKFRSfG7eS7wjavufss2gOnwHGIIZd3buaqbLuYbtxTlLZChUUnxtXl6/oE7u+Wzl10vaKmwkVD5XVMq8sC73r8q0/gl4oIRWl7VFh0alrLDNW6ukTwEdwOzSHo7Iv0Dm4XzcJuG09Y15KaUFBR2gwVFp0BzxxMLmUFCJDc1OMefSQzY2e9ndzh55DMcHDnjt8cDZXI6Tk1ldXb6wBYuWVP6HEVRckPFRadgQIdyeH7ycbnCb15RfeJmvK44JLLyT10Nr/7SqQ1jKA8U4qiFIoKi05APvsZCgmdzfVZeFU0ZPo/PDQezzm4CYtwu9BTmkVGWYh2iqK0DiosOgH5pNUIClrNC7esrpLe3+2jAYQvd70H1+a5hS6ix2NcRVFaigqLToDXouxe7lIWlKI8yzHs5juwPiadH3yipsIjAYcfNW+08DYxpfd+GAPblkO8MY8ZKIoSBhUWnQCvc7XdHMz5axuuI7qXGmtUv7HyHdAtgslkOLjteiHO7iiu2wr3HgN/vyH8BBRFCYUKi05B+GioVunfs99wA+a1szzjRCVLELhGWbkIlYhtEkuJj9L6LdabjfPDj68oSihUWHQCvNduFzt+QZvywo0YXmdpmYM7bFnzaFa/RU21VkFJT8+6iqIUhgqLTkBQhFNmfJJf3ZCaQcjoq1awQoXM+QRu4bxJkyl8oglrvwXF5XnMQFGUMKiw6AR45ntqpfMssp/aXdNtuNRrnf0fLo5rtxxPLmOlzFDN/u3UZz2bW1FaGxUWnQBvzcI4/g2qm8d4oa74BM7m47IIOCmvuZ5fKg9LOKSc5VU1dfD0pbBqdviJKIriiwqLToG/DyHoOTrwQTtHYwg7C/eK7n4Tx/UsoROqW+N9+FHKZ1HXFAdg57ZNsPRZePHa5ko7V0PNFt95KYriTShhISL92noi3Z4CQpvcw2TDbnIrBB+fRYGDuGkM7rpGiP7Tc7Bfa7c3X7tnEvzPwXnPT1EUi7CaxVwReVpEThdRg3Bb4JYjKX3N40ldjIsZqpBF22/zXVY1p1aQsaEuY29E+OyvmXsqck+8ay5r+TkdADx/FXxwXwF9KUr3JqywOAh4ALgYWCUivxKRg9puWl2MeCP8ajgsfqag5l6Lr6sZyi2ctpXEuxj3/luCUzA17zN30TZ8fBbSXCmrHxcWPKqb9hSlAEIJC2PxqjHmW8D3gEuAD0XkTRE5tk1n2BWor4amGt9Fys8x3Xq5oTz6z/rseayqz+FHzkU/0MluPD9Y47smFwyvWSRswdIU1/MtFKW1KApTSUT6A9/B0iy2Aj8CZgETgaeB0W00v65BtNh6barzrOJnk/fe4tY6obOhtQVjPPs3xi8Rh0+XboLF56Q891EyU4GIZS9rvTPKFUUJJyyA94FHgXONMRsc5fNE5P7Wn1YXJbbX85J/aGj4dB++C2TIKKewfWQIuAw/Q8AinbGL0C03lFtZwm7qoom4zE1RlNYlrM/iJmPML52CQkQuBDDG/LpNZtaFqGmMBdbx3XftZYZqrdOnQz6BGz/NIq/xnH06T8rLdXA7KgZ2mLRfJStnlKIoLSessHAztt/YmhPpyiRC2c79zFD57HJrjcfrfMxSqbdOn0UeQsw1D5TbDu6kPbMQIkA1DEVpdXzNUCLydeB0YJiI3O241AuIt+XEuhIiwauXr4PbMwlTuA1tQQtsWA3FGOOaPjx1rRBCJxLMQwJ4nw2uKEqhBPksNgHzgLMBZ97nGuC6tppUVyNMCg7fBTsgr0ZWjFJOtbwXz1A5n0yWZpGHzyJjKH8nfVrQhfgO1eykKG2Hr7AwxnwCfCIijxtjVJMokDCLp59A8Ursl76eMZb/TFzx2vSX0zrTZ2Fyrtnv89AyXE1OSefei1QYlM8+iyyhqZqForQ+QWaop4wx/wwskExbimBtv5jQprPrIvjtzg7V3mtTnutDecv3XvibvRxbAZ31QggItyf/0HsqfL/DrNBZFRaK0uoEmaGusV/PbOuJdGXCPWjnvylPyHyitsby9mN4mWlCL60ZioXJkhX5CQ7Xdi4zMv77sbM7y/gYSmjsWgNlvaG8b3BdRenG+EZDGWM22293AOuNMWuBUuBwLH+GEoYQi6evgztgR3Xw4UdB4+fstPAZr/laxmJccCJBt/MsQkZIeZCXZnHX4XDv1PD1FaWbEjZ09i2gTESGAbOBfwFmtNWkuhphFjo/B3de0VAFmGCy+w+9odvLT5GPZpExX3GdD+B6BrezlxZRo889ihJEWGEhxpg64J+Ae4wx5wFjQzUUiYrIAhF50f7cT0ReFZHP7Ne+jro3isgqEVkpIqc6yo8UkcX2tbs7XebbFmoW+Zl1WtYefHJDZYfOFhgB5Tm3tMUpPx9P9i9D5/rlUJTOQWhhYScMvAj4m10WNlXINcByx+cbgNnGmDFYWsoN9gBjgW8C44DTgHtFJGq3uQ+4HBhj/5wWcux9glDRUAW0d3sCd4+cCoiRyrFCuYXk+pOZVDCfTYRuqT1COr1tmu9ZHdyK0laEFRbXYO3YftYYs1REDgDeCGokIsOBM4AHHcXnADPt9zOBcx3lTxpjGo0xXwCrgKNFZAjQyxjzvrFWkUccbToF4Y469fFZ5GGGKiQhYeh0H8lMn0XW6Ueh+sgd2k3ghTuDO3fklA/H5FxRFKVlhNIOjDFvYfktUp8/B64O0fRO4D+Bno6yQSnHuTFms4jsZ5cPAz5w1Ntgl8Xs99nlnYgQPotWODsbvJ7K8+w7TBisj58jP83CXxNKW6ZS6T5cLJBuUWGKorQuYVOUHwRcD4xytjHGfNWnzZnANmPMfBE5McwwLmXGp9xtzMuxzFWMHDkyxJDtQ7gd3D51PBMJhtQI7NeW2/KN596KMP4Lt4XeLX1ISwWemqEUpfUJ63d4Grgfy5zkEuvoynHA2SJyOlAG9BKRx4CtIjLE1iqGANvs+huAEY72w7HCczfY77PLczDGPIB1oh+TJ0/eZ1aMUD4L3yp5mKFcqgY/eYcLnfVrZbI+hSUzUiz3CNXmbR3B2pmr+SofjIE3boFJ34U++87DhqLsC4T1WcSNMfcZYz40xsxP/fg1MMbcaIwZbowZheW4ft0Y8x2sQ5MusatdAjxvv58FfFNESkVkNJYj+0PbZFUjIsfYUVDfdbTpFIQyy/jZ5Fto1kkVeUc5uXeVoweYLM3CI3TWs7+QzvegjXpB1wrWLLavgLd+C3++uLD2itKFCatZvCAiVwLPAo2pQmNMVQFj3gY8JSL/CqwDUudiLBWRp4BlWBltf2hSJ97AD7D2dZQDL9s/nYZQ/gifp2JvYRH2Sdp//OzF1V84uQsFcdxjUC6rzO7c7iHPaCiP+8vX7GaSCQSINTVQnGdbRenqhBUWKU3gx44yAxwQprExZg4wx36/EzjJo94twC0u5fOAw0LOdZ8j3JOun5EoH7NO/k/VoX0fOeYhL1+K1zguuGy2c88XlRrRze+ROUJBvpk7x7Pj4G8zENhUXc/+hfShKF2YsNFQesZ2CwizgBdynoWff8K1oucqHs5nYeUR9BIQyYxPbrgJAVeDU56JBJsz06aERQG+i+p1DJx7W/NY6z+C4ZOhk+3/VJS2IpTPQkQqROQmEXnA/jzGjnZSQhAu3YdvB6HLC8kNld2Nt2zzrhhmU57b3NwFgzNCKtfp7UVrRUHtn1wPfzwZlj3XKv0pSlcgrIP7YaAJSGVc2wDc3CYz6oKE82+3Uu4jv8E8H5LDOYizTU/5pvvw1Xo8yvLaYJfWLFopEG7n6tbpR1G6AGGFxYHGmN9gbZDDGFOPpuDJgzChswVEQ4UNnQ0wQ4UOnDXNackFk5lI0OF78JyuR5+5hEwBQvNc3PpvqdBYs3Nvi9orSlcirLBoEpFy7L9HETkQR1SU4k84p7OfsPAqd1lU3Uw9IUZ34r3IGs/eMko9Jux2FHlYM5S/HyJT+2itp5gtuxtaqSdF6fyEjYaaDvwdGCEij2NtuPuXtppUVyOUg9uvToFnRYQma8H2HM7XuZHPHB11Q5+Ul6oXLApazQzV0k1+itKFCBsN9YqIzAeOwfprvcYYs6NNZ9aFKCScteD2vvsWwvbjoz14RmaFcXC7mZdCJg0M5fixXlpLsyhN1MLKl+Hgr7dSj4rSeQkbDTXbGLPTGPM3Y8yLxpgdIjK7rSfXVQgVyukTOhu88zroST0oGqpAYeaRJyqvJ/uMdulCl3rBKcoLCpn14YgNj8Gfvgl7NgdXVpQujq9mISJlQAUwwD6kKPX33AsY2sZz6zK0NJGg97WW+yf8+s1xfBufEZxyI49cVhnRVX4n5YWJFmsjoUG8vnX7U5ROSJAZ6t+Aa7EEw3yahcUe4A9tN62uRagd0n7RUB7CpnlRdDyTu+9yy29oT9mUzNxY5xU6m9fJfrl1JWOneDpJeZjeMvtpLdG5YxWyay0c+JVW6U9ROiO+wsIYcxdwl4j8yBhzTzvNqesRxsHtey0PM1Sr4B1VlOnS9thzkcd03DPFupi0Qp2xkbTbtC7yxIXWm+m7W7lnRek8hHVw3yMiU8k9z+KRNppXlyJcNJSP6cTzWjhzTauJktARW16hsy4Lf+jUHi0LP1YUpWWEPfzoUeBAYCHN51kYrCNOlQDaLHTWNZzUzawTMH724hw666zTDOVyBoVnS+dQ4fwYfmdV5OaGaiOhUb0OIkXQS911Svcj7D6LycBY09IY0O5KS8+zyGsst6J8Q2fdaxuMT+is1weXHsXpY8nPwR3gfQEgEvY+8/11vnO89armKKUbEnYH9xJgcFtOpCvjtr/ArZbnlXyCiwpIJJjdUehnAg9nd37jhdSEQmg7khYo3j6X8H0qiuIkrGYxAFgmIh+SefjR2W0yqy5GqNBZXzNUkM/C5JS0Bq6HInlqFsnMeu6VXMqa2zUrHPn5LLJ9IWEd3MYkNcGZooQkn3QfSqGE8lkUctFln4VrKGrA2OFTCWZUKTQCKnCs0BpTJpLWKMJNxhi3o5QURXEjbDTUm209ka5Mi/dZBG5yC1ryTMZLwZhkuJgkz0ohzUsumpSfg9u3f58JJZPJ0HZYRenuBO3grsH9L1AAY4zp1Saz6mK0OBrKq43LO/fQ2QC3cI5iETJM1dNnER7jcqyqux8jdwOiV53sGl7mpnyOq1WU7k7Qprye7TWRLk2ohdT7ydlbkIRb7IJCZ3Md8Mb+N3OJNYYMYeS1Kc/Lx9I8jwBnuOs5HT4+i5wU5XZUlG1/M0l3c1MYX5InxsCat2HUND16VekWqBbeDoQ5VtW/A4/2LmYoV6tOUP8hF83M3FCS1XMeR8cGaiQumkXAHnfvvrw1iHBRah4jfvQgzDwLls8quA9F6UyosGgXQpihfBbsYMXE4wm/UEJpMibT+pXPPguPMt8NeGHSfaRfs6K4XE1dLdMsPl2+yHr9dFnBfShKZ0KFRTsQ7iiGAoRF3oLBK+w1pGaByYqsylNImZw37lqTqyYVvIPbK9tsPll7w7KrrgmAqr1NBfehKJ0JFRbtQaiFNMyxoWHGKuCpPKeNe31/34dTQ8hjcQ4pqHzHTrssUg7uzLpJD80imUy4ludDYCoVRekiqLBoD1qcGyrIZ9EywmsWmXZ+L6d2YOhs0G5vn0SCfjsjvPZZeJ7c1wIzVDo1ScE9KErnQoVFO9DSEM18oqGCEvOFHDC/8pxx/ceTfM1XAWNnD5sjTvJ0fIchNcaEdY/AjDML7kdROgsqLNqBcPssfK/m0SZ/U4/X/FwjkLwOP8qQFXloQhll4tPe+x4iaW2nPTULi4qmnVYIraJ0cVRYtAct9FnktSO6ILL7CdZkcgVJPn4Vfwe3WzRUmB3cng5uj7atoVkoSndBhUU7EC5SKJzzOKiNvxmqZU/Y2V1n5oby0DJc5xG+LB1O67dp0X5NOZtDaxYt8PkY3YindDNUWLQHYcxQBbTPd6nzWt5ynrD9fCQel0JFBYUOnXXRYHzyYGU7tnPTfXjMzSNKSlGUXFRYtAMtP8+iQJ9Cqp5JRRKF6yfAw5Hzb3abvJ7Yw4bOBmhHVh0vM1TraxaSLZKWPgfbVxbcn6Ls64RNUa60hBYnEgzv4PbNoRRy0fSslzQZc/EyQ3njNuHct5KRfyrl9PYTEintw32cthAWOTx9ifWqp+gpXRTVLNqDFju4w4fOutfKLxqqkCU0Q3sKOqwp43rYw4+Cs856R0N5pfto+aY8RekuqLBoB1ru385HWPg/vec/uLMb413X4STPS9j4mM2CyrIHjHiYocTDga8pyhUlPCos2oUQGVl910KvaKiw42c7iYM6Ctmx8RAQeWzqcw+JdamXx8IeyU734aVZtEWqjnfuhHhjYDVF6WyosGgPCrXnB7R3W0D9DxMKabv3XOyT3n3lp0443oXUhHzMdOkoKI/cUN7RUG0QOvvaz6l99VZoqoPdG6BhT8FjKMq+hDq424Fw+yzyD+NstSfjvKKXrBcxJkuzSOZW8mocMLYzqincKdmZvgqTddZGW2zK86PH3Dtg7h0AxHqPovi6T9pkHEVpT1SzaA9aGA2Vj1Bwf1J3d/w2twkuSc1DvLSCUJvyXCq4pPtw9pudftyv67wTCbZDxtji3WvafAxFaQ/aTFiIyAgReUNElovIUhG5xi7vJyKvishn9mtfR5sbRWSViKwUkVMd5UeKyGL72t0inWv7bLgnWB9h4bl5LNyTeuC1vISR453nop/POLnt/Bzcbv/zzYceeZ3B7SUsWrIpL48/nSV/AY28Ujo5balZxIH/MMYcChwD/FBExgI3ALONMWOA2fZn7GvfBMYBpwH3ikjU7us+4HJgjP1zWhvOu/VpaSJBTzOKRbDz1zj+De5fvCoa07zAZofbhpA3rifZZZiyclN7ZJf5ahZ2X5GcG+g4zQKAZy4j8f697TOWorQRbSYsjDGbjTEf2+9rgOXAMOAcYKZdbSZwrv3+HOBJY0yjMeYLYBVwtIgMAXoZY9431l/3I442nYQW7uD2vBBSs0j5GUKaocLa8jMXW+c+i4BxPNpJTsWMwexL3uk+vEJnvRzZ3hpbCPLUbRet0N3dSuemXXwWIjIKOAKYCwwyxmwGS6AA+9nVhgHrHc022GXD7PfZ5W7jXC4i80Rk3vbt21v1HlpCuGAoPzOUhwnDZwH1aBBubJ8Q2+aII59RPJq7CStXk5PLou+XSDDbwZ17tYM1C6AxpnmolM5NmwsLEekB/AW41hjjF0fotv4Yn/LcQmMeMMZMNsZMHjhwYP6TbSvCBEMV4msIXdf4ziOs7d5kREBlmaEyNuV5DZTzxn1s3015wYkEc7trua8ml/xUi/YTS4rSNrSpsBCRYixB8bgx5q928VbbtIT9us0u3wCMcDQfDmyyy4e7lHcawph1fGvkcZiQnwHIc3nL6cfXgZJ+ycgN5dMiXL/+9Zp9FsHHqub01p6b8oJ4/16o+rz9x1WUFtKW0VAC/BFYboz5nePSLOAS+/0lwPOO8m+KSKmIjMZyZH9om6pqROQYu8/vOtp0DsI8ubdabii/p/IWLo7GOPowWY7qMLmhnP1kz83pzM4Npw2TAt3LZ+H9/bWfaUgAGnbDP26EmWe327iK0lq05aa844CLgcUistAu+3/AbcBTIvKvwDrgQgBjzFIReQpYhhVJ9UNjTMpY/wNgBlAOvGz/dBrCHavq47PI4zwLt7pBz/+5O7g9p5IWBJKlL4Vyirveh9PBbVzqpbQinx3cqSgorzq+WXQLpYDo7ZQQbdgNsXooLm/B+IrSvrSZsDDGvIP3X9RJHm1uAW5xKZ8HHNZ6s2tnQq1JfsLCI0Fe6LMggobII9Q07VTPrJd/uvJ05ZxR3R3c3n02769wr5P0iHryyhkVigJkRTyRtP7gGvfALYM1nbnSqdAd3O1CGDNU4Q5ur30L6aIAB3BePgtHGK73tPzNZpKlk6Rw1yyCzVCpdTuStw+iHTULgbrGeGaZntSndCJUWLQHLXWk5uGz8AgT87saXhMwSZoFn8HL9xC0BjurZhx05NvOdnC7bOH20iySxk4f4rnPov0c3Nn5qgBIxl3rKsq+iAqLdqGlPguvVBEpY5A4K+fUCjZXhfdZpPsymdWMi5/Bexz3MNvstB0Z4/pEdLnuDM8gj3QpoSnADpW1XyaZiLVgfEVpX1RYtAMtdXAHWY/CmqHCaxZ+DnWnbyJMptlcnPMVFyHjJtwixjt0NmgHd0cmEnSSyBIWkVuHwpxft+scFKVQVFi0B2GEhU+iOe9NbiEd3Ol8TqGqe8/DNHdi+SzydHAHzdfHXJaZfjz7mnV/2YcepXvzPZ+jQPJWLCIkEy7/x3N+VfgcFKUdUWHRDoTSLPyEhee13AXUuD1d57HvIfNz9ryTmXU9BIRX9JGbGco5t7TvIWSEVHO71KuXBuH+/bUoGqoAM1TSy0exanYL5qEo7YMKi3YhjLDwWbgCmmeaodxq+IeWeqb7cJMhptnBndHOucDnE+XjKny8NQs3PM+xwN/B3ZKT8grJke+qWQA89k+w9r2C56Io7YEKi/YglM/CT1jks9nMz8HtPo/chdhj8XUeq2qyF2Hn+wDNwsMZnn3QUcYcfUNnUz6L/IRhoS4Lk0z6ph3xwlNYADUv3kTTu5rGXNl3UWHRLrTMDNXitBQB5paw6USSSWcIlMkw72QoCM6kgq5ZZZ0ObjczVO5MfDULz3MsUvPJvX9rwS/sey00tbmnGQrouX0+Ja/eWFC/itIeqLBoD1rqs8gnN5TfGReeUUEh+gB7E5lD6/DQLIzH3onAEF4fDShCwr7iHQ3l2a2LUMjMoJsfyWQi/z15AslECCGzbBZsWQy124LrKko70pa5oRSbcA7uZMZ7iTTL8cDQT+NS5iAoHUZOv55mqETW5ruE86LjbbYvI3W2dnoA13a+ZiiHq9v7WvZ92OMmcq8nk8nChYUxoVOtNM8FTJhNeE9dDECiqJLoTZ0qubLSxVHNoj0Is7BkPI1ne5YDnkgd62fSTUMJfKLP7D81fu40Mndwe4bOOuaQEfbrOo1ck1TYQ5JSePoq0nPL/U6MSYY+xyObZDKRd1shpGZhE43vzXNWitK2qLBoB/LWLDxDWXM1EMh81nY1ZzkimFzHzklDkcjp15pG89O4QIZm4ZWuPPPMi1wzk7ht7PPxWbg7lsOat5xFfrmtArpzmONCt8FDkAdQ+/a91C99Ke92itLaqBmqHUiEcIhmOouzzT+ZT/DNWWStNgmizdddxkqbdTxdH1n9Zy326fGSCTIWdE/Nwi0cFoegcRcsflFb6XtwkRWBPgsXLcCYZEGLt9U2Eazt5SC+Dm4vesy2nd7jNEOt0rGoZtEOhLJVOxfonA0OHlqH3W9SnMLCZazQjmXbZ52xl8IxnHUxfQ0PR3bSwwyVEkIZs8nQTpIZr9Z7hyaDq6zwNENlzjsTS7MoTFhkRoXl067wqLZdz/8/aKyBhCYfVDoGFRbtQDIenDAuw86fvbh5OY9TwsK5g9vRT2qRDD4pzyEsksmMBTx7YReHduDUYpy7oRMJdyHiZg6THGe4ezhtKu9TIdFQuPkskqbgrLPJZBIpQNCEemjwoO+CP8Ctw9k+49sF96EoLUGFRTaJGMYYmuKteNZAoimwSoYvIisayPOsa1swZO5xaF7E4ulNYCkzlPvi6HzgTZpk86JuspzYyUS6D2MVOPpwvHdmU81IY567wEZc/B7OspTW4HkKHn5RrKkd3G5mqASmwKd0a49GnoJGJGAvTTgGrv8HVa/9LriiorQy6rPIYuedx9O/ZgXzkuMYPWo0tfufQp8RhzDwgIlQVFpYpw5hYYxBXM5kyDDp5GgWHtfsRTWKYxFyLEiJWBMUFzWbfzzs7E6tIBlPOBZ103y6W3oezdqKs7+k05TlEBZOwZeOdvIQINlahPO94K0d+QkScA8wMFnzzweTTOQdOisYTB7RUH70e+e/4eR/b5W+FCUsKiyyeL7mIP7ZrGFqZCmsWwrrXgQgZqKsYxAbi/eneOCXKO2/P/0OOZ4hB4yltKK3b5/GsXjGEoaSolxh4Xz6zXaIJ42H1mELhiLT/IScoVnEm4CKtLDxWt6caSiSyWbnrZhkxlyMSTr8A5mb2owzlYVTWDgGFUfYbbrMKSyMm2aRJSzc0pd7pSZP6RyuDm7jqnGEodANfYU61D3ZsgRidTDi6NbtV1FcUGGRxbk//iPlZUUsWbeVhZ+uZj+ppm7DYnrUrmXY3mUMb1jLiE0fUrw5AUusNltlP7aVDKe2YgTJ3iOJ9htJvxGHMvKgCZRV9iYRa0z339jUSElRec64Tnt2Q2MjlZU90p8TMYdm4tQs7DZOzcLZTyJmLdrpsFOvzX2OxT2ZjKc1gIiJE3ea45wmKqthRju3/rJsZDljRzLKTM79pARBxBgQ9w17UY80H81zy22TNMbVlxEGa9HPT9AYWscMle4vmUDuPw6AxJl3Ez3yu9Y2cUVpI1RYZNGvsgSAw0YP4bDRQ+zSMzPqNDTFWLVqOdWrPqB+86eU715Fv8YNjK16jd679sIa4GOr7nb6ciK70m3nvvQIh0yYQp8ho+jRs0+6vKmpWaA01NVCv/7NA8YbHKPnPpUX4bC952gWNC/YXsIi6RAWiWbnbZQEsYRTa8naX5ChWXgICwdpjcHDDNUsGLLCaR1CIl/zjz1gbokxvon9fHszyaz9ISHbtaKwaGqsI2UUjb54NZuSPRl69D+1Wv+Kko0KiwIoKynm0LETYOyEnGsNtbvYum4Vaz/7BHaupqLmC6r2rqNXsWFQ7XJOXvKfaY1kl/SmqmQoeytGcPiu5hTV1VvXMWz4/s2dxurTb/fWN1JWXml9sBefqDN6yWnOiqc0i6Rdz30RN3GnZpFA7H4jJpGhFeFwcAsmw0SV8BAWxkWzyDRNuZihHGXRrION/M61yLmv9LAui3SyMFOS1V8y1EZLJ0L+ZiiTTHg67xvrm4UFwKYtWxlSX42p20Wk/+i8xlGUMKiwaGXKevRl/7FHsf/Yo3Ku1e7cyJbVS9i8YTWxqnUU7V5Hr7p17Ff1Mb2kNl1v3AtnUvVCL7ZFh1BTPoyDaz9OX1u7bC49p3yNkuKitMnJqVlkmKFSmoW9qJcY96isjMU9EYe0cIkTc2g81ka2lEkLEk5fh1OoOPqLJ5zCIBVl5dAmXMxQfg7uSCFOadfkiomCQ1mTJhk6z1Z6OPLXLGKxGCWe1xozC0ySLXecwJCmtew64wH6TjofovrnrbQe+tvUjvToP4wv9R/Gl1z8kQ31dZQWCWs/fo2tK+cS2b2Gyr0bGLZ3KX3N7nR86KTXvknjq0WsjQxiqtkIQKU0Muepuxgw/EuY7SvTfSbitjBJ1FmvSXdhIUmnAz6RXtSjJJoFDtAUi1OaDtdNZgiC1Fj2h+Y28dyFP+JwyGeE0zrGbW6TKUCCIp/ccN/BbfLWDtJtk8n8neMmmbewcPqqsok3ZQoLYwxDmtYC0Pdvl7PrvXvoe97tMPKY/OapKB6osNhHKCuvAGDUlLMYNeWsjGuNjQ1EiovZsvRt1q+ch1StoWjPWhoaelBS0YsRe+Zz4rKfwbLMPs3jF7KwxxhGNn0OAkPMVj5fuYh+g/end69e6RDelCMcLDNXSmOImgRNjifY+qYYFUn7s0lmaBaJuEMDcQof54KXcpw7rmeYnEzKYe+nWaSEVfjjh9yEQjLZgnQfyQQRD5OeT6P8NYt4jNxQCAvn/xnkCsS+uxbDQ6fSeNItlE67Kq9xFcUNFRadgNLSMgCGjD+RIeNPzLleW1tD1cZV7N66jtod69l/2FC2znuOsupP6btnJQmixCiml9TR60/TAKgyPdkZ3Y/dpYOZUPdJWnPZsPhNBtRvACBCnNq6Zn9JY2MTxUnL2V5iGog7tAnTVJd+X1/f7JCPNza3T5mQnL4Tp6O4xDTa15vPiygW23+SpWE0JZIE7XppPlbVZQc3JnM3Yh6YpMkIJAjZKG9txE+ziGVpFuLRd+nsn9A04Z8p6TVQo6WUFqHCogvQo0dPehx8BBx8RLps6JTmyJhUcsC1C15j58ZVJKs3wJ5NlNZtZr/G9ZRJE7FIKcXJRk74+Np0uyHsJPrMOemFe+zGp9jP7ACB/okdfLp3R7puw9496fc1tTXp9/HG5lTbqaffiGOTYnGyedErMU0g7qamZqFhvTbGg4WFY2CXosJDZ41JIPn6O4zJO5FgwidNjFOTs7r3FkQld4wBYMOY7xAbdjSjT7wkr3koCqiw6BaICEiU/Y88lf2PPNW9kjHs2Pgpa5Z+RFFjNQcfdDCfzZ6B1Gymmhh9TDVjGtelBcdA2c3ZdX9NNz9z+/+l3x9T90a63q7P5zN08BBKKvukHcoViT3p6+XJven3PbEESynei2RKO2mKhV/o3fZZtOw8C5N3bigxCZLx/IRFPO6tWSRyHNzB8xn+2WPw2WOYEy6maecainr0J1ruv6FUUVKosFAsRBgw/GAGDD84XTThkK9lVKmt3k7ttnUMHHYAi974M7HqzVTtJ5QvW8igmk1UVvagf80yhtOscRzx3lXw3lXUU8o4EweB0bI5fX2wVKXfl4u1OKa0CNdp2lpHTV09fYC9EaG3R0LAlJ8jFnMRPsmW7OBOZDjpwyAmiQmRI8xJIuY9RrawMD6CJZvGhjrK/nAEG0tGM+z/LcxrTkr3RYWFEpoefQbSo89AAI448wriyThHPHoEhxx4CE+f9SFgpQ7Zsbuafj0q2bj8fdZ9voLE7s1E9m6hrGEng/YbSNEXrwNCL1NDpcnvRLhyU8+ShXPZXmf444B+PN+zB598sc41I2aEJPFEkkRDTc61RDJJPEQ2YDdM0iB5CguTjJPMY0EHSCQava9l+TNMrMGjZi4NdbWUAcOavoDplmZhpl6DHH8tVPTLa45K90GFhVIwcdus9Nmuz9JlkWiUAfbu8xGHf4URh3/Fs32sqYFNa5czYOBgNqz4kLrNq+g3eDibP3qenn0GENuynF6NmymJwKDYegB6Sx29nzsFgKtHj7TmAa77EUokwUsvPEmfdXNzrtXW15NoqHVpFQLHxsWwSKIR8hQWTfV1nteS2ZpFHlrL3t076JNVJu/dBe/dRe1ZD9AQqaDXoFGUDB2fx2yVro4KC6VgEgU6iFMUl5QxdIzllD/gmHPS5UOP/UZmRWPYu6eKih692LD4bXZt/pyGPduh4QkAFvY6gZEjDqJh5Wx6lpfRe89KisQyMZ2+8AeuY+/3+MmUm3K//OaexJPJdJhvWKLxRuJ5mqEa9nqfjpfj/I43EDeR9H37UbNzi+e1Hi9cTior2bpz/kq8qZ7K/kMZtP+hUOwVyKt0B1RYKIG8se4N3tzwJtOnTs8oj2dF99TF6ohIhLKistadgAiVvW1tZeJXGTHxq1b5TEtYHHLV4/Qq6ZWubpIJkAi71i9j2+Z11O3awvD9x7B1yRsUlfemcdMSkrvWEYnX01Q8lN51a+lFLUWEE36lf72UAxMb8rqFSKIhZyNdEE11ezyvxbNMaxJvJE6UohCbFuurvYWFky1rlnH0JzelP6+umEjdyBMZdeJ3qew/nEhxgSn7lU6JCgslkKvfuBqA6VOnU9VQxfde+R53nXgX5VlPmlOemMLQyqH844J/tOv8qhuqmbVqFhcdehEigkSsY2b7jhxH35Hj0vUGHnq8bz81e3ZRWVbOhhVz6TdgEOuWfsDAwcPYuGgO0UiE0vqtNO3aRFndJjZGhlAhTZQm9lJBsL9gUv17sP69wHpOGnas9bwWr9mR8VkSjcQooswnkixF0+6tocbP3pZxYN1CWLEQVtwJwIJBF9J/6ncYefiJ7Nqwgr7DDwnVr9I5UWGhANaCW1pUSrmdPn1b3Tb2q9gvp94/1vyDz3Z9xsxlM/n++O8DZJwat2nvJgA+r/6cfmX96FPWp83n/qsPf8W7G9/lwD4HcuzQYwvup2evvgCMnPBlAMYOtRa/geO/5tkGrOgiAao3raK4sg9bV84lWlJOUd029mz6jEgkSmzzEiKxOvpVlhCv28WApo30Suzy7Xfq8ps9rx2z8raMzyN2vkNPqfeonUliTzjNIhEgVI7Y+jQ8+zSfbLydwz+8ngZK2BYdzLZBJ9BzwhkcOOmr1OzcQmXfQZSUqQmrs6PCQgFg2p+nMa7/OJ4880k+2f4J33npO9w67VbOPKA5PXs8GU8fxCQIcR+7/TnPn8OQyiG8csEr6bL6eD2PLnuUfxn3LxRHi1tt7jWNlklmR/0OLnn5Eq478joqiisYVDGI3qVtv4+gtMxK1bLfAVYW4r6DRoZum4jHiZAk1rCXqu2bqCwvpXr7Jnau/5T6qo30qKykobaasqadJJsaSDTU0KNhE5FYHX1MNeWmgUrqGWq2hR5z6voHQtUb98WDoeqZxc8AUEYTIxPrGLnpMdj0GPM/OI0jq/8OwPqL3qb26StJRMuoGz6N4t5DKO89kN6DR9F/6GhKKnrrDvN9HBUW7URtUy2VxZXuR6q2McYY5qyfw5dHfJmI5AaZxuxcTUt3LgVg3Z51ALy1/q0MYdHkcNBGI9Ecn0U2m/duzvj8xPInuGfBPZRFy/juuO/mfR9WtlfJ+Q6jttlp0fZFfLztY6a/N53Vu1czab9JzPz6zLzHaU+iRdafYEmPEgb3sDSbnoO/xIjxJ+TVT12NtV8laYQohl1b11K7ayvFYu2ub6zZQay+hmhDFY27t1Ma20URSSqbttOraRu9k9UUEXechAg9CaepTKz/wLU8JSgAKh8/gxHYPpjPPsqpGyfKgqHf4kubZlEvZdRFelJf3JfGymEU9xpIvM+B7DfuBAaPOIBdW9aRMNCz/xCKioooKiqmqNgrP6/SWqiwaAfqYnUc+6djueywy7juyOvaffznVj3Hz977GT879mdceNCFOdebsqJ0SqLWH152tFMsGSNhh4wKkiEsnMn6Eh5hpUUR69dt897NxJNxGhONVBZXpq/Xxep4Y/0bnHHAGYyfOZ7zvnQevzjuF+lrU56YwnVHXsdlh12W0W9qnnVxK9S00d6f8PG2j8kmnowTkUhaaO5p2kNZtCx9zxn9JhNUN1ZTXlROXbyOAeUDXO8rH+pidZQVlbkK7ZZQ0TNzf0R5r5btlzDJJDV7qigpitJUX0dTUz3xxnoa6/fSUFNF/Z6dJBv3YuqqaKrbTV1c6FG3kUjTHqJiKI7XUpRoYHBsHX2poTbSk35Jb4d9EQmO2vQYAH3NHkhsgwTQMA922pUWWC/ZxtGEEXZJD3ZH+lAb6UXUxImKIRYpI1bSm6QUU9K0i2iyiUiyyTpbRKIYLOEqEsEIIFGrHcUYiZKIFCEIiJCQYuKRUhojFSSKKzElPSjv2Yfi8l5Q0oNoWU+Ki4sprehJUWkFZRWVREsqoKiEiooelFf0IBqNtuj/xJXU3107PIR2GmEhIqcBdwFR4EFjzG0BTfYZdjdaIZAzls7wFRYrq1YysGIg/cpy/9C/9eK3+MrIr3D5hMszyl/8/EUOH3A4I3qNSJf9+sNfc9yw4zh+mOXQXV9j7VHYWb8TN7KFRWqxj0rmL3csGUv7JyISSQsLY0yG4Gj02ExWGi1Nj/fLD37JXz/7K5989xPu+vguDu57MO9vfp/nVj3HyJ6WGefZVc8ydehU7v/kfu456R7A0k5yhIU939QcGhK5Duffzfsdw3sO55cf/JIpQ6bw4CmWieW4Px3H4QMP57HTrYXqrQ1vMX7AeP7y2V/Y3bibGUtnMLRyKJv2bmLxJYtd7yssjYlGpjwxhVNHncpXR3yVyuJKDul3CIMqB7Wo37ZAIhF69bGEY5mt8bQEN8OcSSaJx5tINNVbyTC3baasvIKm+hoaa6owJklD1SbiDXugrhoiEZJJQ/HuNcQNFBNDEk1EE40YhKJkA1ETRxJJIsQoS9TSa+8OSmiyNJVoD2LFvUgSIYJ1Jolgn3yIlRwyYQwlpg4xSaLEMAhikhQTo8Q0UWnqKKc+VNRZNo2miEZKSEqEOEXWjxSRlChNUmoJJCnGSBHxSAmJaClEijBSRLKoDBMtxUiUXXVN9C4ResW2c1jN26wZdhajvv9YS/+LAukUwkJEosAfgK8BG4CPRGSWMWaZf8v8aYg3pEM/E8lE2sTREmpj1uavZEAuogteuIB+Zf148xtvZpQnkgmW7FzCkp1LMoRFfbyeG9++kUEVg3jtwtfSYzy2/DEeW/5YenFLLd6pxTqb7MU9ZZbKvvemRFP6HiISyfBZxBxpx1NP+NkURyw/RVOyiedWPQfAxtqNPLTkIQAm7TcJgL3x5l3dP3nnJzQlm/i8+nMg05meIqVZpIRefTzXfPLw0ofT7+dutjbppbShT7Z/wk/f/SkH9D6A383/XU7blNP+vOfPo395fx485UGaEk28sPoFepf2ZuG2hQzvOZyx/cfyxe4vOLDPgVQ1VDF+wHjKi8r5eOvHHDP0GKrqLVPRP9b8g3+saY4YmzJ4CjcffzP9y/tTJEU0JZuISCT9fbUHrfW7ng8SiVBcUkZxSRllPfoyYHB4X0+HYgwmVs/OXVXU1+4m2VBDrK6GplgTDXv3YOINxBrqkHg9kWSMRGMdxBuIJBqQeAMmmUSSTUgiZp0lk4xTlGwkkmwimowRNU2UxGopaWogYgxRE6eURoqJUWzilBDL2E8zauML7XLbnUJYAEcDq4wxnwOIyJPAOeSc4NByTv3LqVQ1NOcrmjp0KqN6jaK6sZoxfccQS8YokiJqY7X0LOlJfbyeqERJmiTRSJSKogrKi8qJJWNpwbNsZ/M0H1/+OIlkgqRJksSywUPzYlvVUMUjSx/JmNP2+u3p9zOXzqQoUkQsEWNDrRXrv7VuK48sfQQRYU9Ts6r/2LLHKImW8OxnzwLw8hcvZ5h9UqzdszajTWohe23ta4zr3xx6+tCSh3h/0/uA9dS/tc6KljEYZi5r9g3MWDIj433cxCmOFPO3z/8GkBYUAHfOvzP9PmU2enBRs2O1yT6w6VdzfwVYUVozlszI8FusqFphzXedJTD3xpqFzcylM12F9KPLHs3Qhpxz8mJV9SpWVa/i8eWP8+iyR9lYuzGwTYoxfcdkfJdO5m6Zy9eeyY24unbStdz58Z0AHNrvUESEhngDpdFSvj766zy+/HG21m1lZM+RnDTyJIoiRcRNnCIp4v8WNyd2HFw5mMEVgzlswGEUR4rpV9aPvfG9CMKc9XNYXrU8Xfew/ocxuvdo+pb1Zb+K/UgY63e1OFJMabSUhngDSZJEJUpjopGiSBFRiRKRCIlkIiNwwWmaNFiHTUUkkvF/Z4zBYJUbY9KCXxCM9Vyf84AgPjsp/XyCqbFy2tj9Ods6/WPO8ZImScIkMnxnxZFiYhX2w1JvgAhCT6Bnuk72mSoRiWTca2ocEUl/t6l62cRiCYqLouxprGPOvAcYFK9l0KPfyajz439+gLLSCs/vohCk0NPC2hMRuQA4zRjzPfvzxcAUY8xVWfUuBy4HGDly5JFr13rHqbuRSCb44es/5N2N72aURyQSqBUoiqLsK7xz/pv07lGY30pE5htjJmeXdxbNwu1xIUfKGWMeAB4AmDx5ct5SMBqJcu9J9zJr9SzW7lnLVROvIm7iRCWKIOxq3EVxpJgi2/ElIhRJEYglaESEpkQT9fF6SqOlFEeKaUg0cNHfLkprAX8772/0Lu2d7iP19DR/63yunH1luk7fsmY78ZMrnuTuBXczYcAE7vrqXRRJEcXRYq5/83re2fgOU4ZM4X++/D8A1DTV8PW/fh2AOf88h4RJ8Pcv/s5v5/0WgNcvfD3nye7yVy9nVfUqAB742gNc/mqzqevur9yd3pS3f6/9M7QQJwf0PoDPd3+eU/7kmU9yYO8DiSVjTP3T1JzrB/Y+kNW7VwPQq6RXhmYEcEi/Q1hRtYKoREmYBMN6DOOZs57h420f88PZP/T8v0wx69xZrK9Zn1N31rmz+GDzB2mNZUjlEEb2HMncLbl5pFKMHzCeacOnceFBF7Kzfidvb3ybV9e+yubazXzjkG8gCHtje2lMNLKncQ/HDD2GAeUDWLBtAafsfwofbP7A1cwVkQgXH3oxEwZOoKK4grV71jK0cihHDj6SJTuWIAgDywcSN3H2xvZSVlTGsMphVDVWsadxDz2KezCwYiAl0RIa4g00xBvYtHdTWgPtXdqbfmX90k/wJZESSotKaYw3smDbAoqjxVQ3VlMWLWNYj2H0Ke1DcaSYSCRCkRQRjURpiDcQT8bTT74iQnm0PO0fSv0eJ5KJ9Hu3p3y/h1MRST9Jp/qATE3CTTMIdc2Y5qd3l/6cbVMaEOSajtN/8zSbP2PJGCWR5gAJZ5+p+3VqCE4tK7ueMYa4sYIwUj5Dr+8x9RBbX7MnZ5492yD1fGfRLI4FphtjTrU/3whgjLnVq83kyZPNvHnz2mmG/myq3cSpfzmVYT2G8ffz/+5b1+kzSWGMYXv99pxNcvXxelZWrWTifhMzyhPJBE3JpvQGu4Z4A0c9fhSAq5P2/xb9H3cvuBuAD779AS+sfoFb5t4CWILrjGfPAOD4YcfzzsZ30u36lPahurEagK+P/jovf/EyAPd89R5+9PqPAJj77blUFFvq8PiZVmK6m6bcxPqa9Xyp75c490vn8umuTzmo70Ekkglunnszp446lds/up0vj/gyV028iqRJEkvG2FG/g+E9hwOWr+O0v5zm+11mR58ZY6hqqGJT7SbGD7TmsmTHEg7ofUB6jim/R3GkOP1HumDbAoZUDmFw5WDf8YIwxrB2z1r2xvZyQJ8DEKT1U6MoSgvx0iw6i7AoAj4FTgI2Ah8B3zbGLPVqsy8Ji47GGMOER6wNY27CImmSXPnalXy05SPmXzwfsHwrEYlwzoHnMOWJKQA8eMqD9CntwwUvXACQjhICa2F+aMlDDK0cyt/P/zv18XpWV69OL8oAn+/+nHV71nHiiBNbfE+xRIxJj01Kf54yZArfOfQ7vLb2Nf5j8n9kaGaKooSnU5uhjDFxEbkK+AdW6OxDfoJCySRoI2BEItz/tfszyi469KL0+19M/QVHDzmaYT2GAfDo1x9lcOVgvv/K99N1/m3CvxGRCFccfgUiQkVxRYagAMtUdUDvA1p6OwAUR4sZ3mM4G2o3cOLwE9Ohta0hiBRFyaV1dwa1IcaYl4wxBxljDjTG3NLR8+lOnDfmvLSgAJi430QGVw5Om3h+esxPqSiu4JpJ13iG57YFPzrCMnWlzG2KorQdnUKzUFrOvSfd2+r28a+O/GqLN6q1hOOGHceYvmO44vArOmwOitJd6BQ+i0JQn4WiKEr+ePksOo0ZSlEURek4VFgoiqIogaiwUBRFUQJRYaEoiqIEosJCURRFCUSFhaIoihKICgtFURQlEBUWiqIoSiBddlOeiGwH8jvQopkBwI5WnE5XQ7+fYPQ78ke/n2A66jva3xgzMLuwywqLliAi89x2MCoW+v0Eo9+RP/r9BLOvfUdqhlIURVECUWGhKIqiBKLCwp0HOnoC+zj6/QSj35E/+v0Es099R+qzUBRFUQJRzUJRFEUJRIWFoiiKEogKCwcicpqIrBSRVSJyQ0fPZ19BRNaIyGIRWSgi8+yyfiLyqoh8Zr/27eh5thci8pCIbBORJY4yz+9DRG60f6dWisipHTPr9sXjO5ouIhvt36OFInK641q3+o5EZISIvCEiy0VkqYhcY5fvs79HKixsRCQK/AH4OjAW+JaIjO3YWe1TfMUYM9ER930DMNsYMwaYbX/uLswATssqc/0+7N+hbwLj7Db32r9rXZ0Z5H5HAHfYv0cTjTEvQbf9juLAfxhjDgWOAX5ofw/77O+RCotmjgZWGWM+N8Y0AU8C53TwnPZlzgFm2u9nAud23FTaF2PMW0BVVrHX93EO8KQxptEY8wWwCut3rUvj8R150e2+I2PMZmPMx/b7GmA5MIx9+PdIhUUzw4D1js8b7DIFDPCKiMwXkcvtskHGmM1g/eID+3XY7PYNvL4P/b3K5CoRWWSbqVImlm79HYnIKOAIYC778O+RCotmxKVM44otjjPGTMIy0f1QRE7o6Al1IvT3qpn7gAOBicBm4H/s8m77HYlID+AvwLXGmD1+VV3K2vU7UmHRzAZghOPzcGBTB81ln8IYs8l+3QY8i6X+bhWRIQD267aOm+E+gdf3ob9XNsaYrcaYhDEmCfwfzWaUbvkdiUgxlqB43BjzV7t4n/09UmHRzEfAGBEZLSIlWM6kWR08pw5HRCpFpGfqPXAKsATru7nErnYJ8HzHzHCfwev7mAV8U0RKRWQ0MAb4sAPm1+GkFkGb87B+j6AbfkciIsAfgeXGmN85Lu2zv0dF7TnYvowxJi4iVwH/AKLAQ8aYpR08rX2BQcCz1u82RcATxpi/i8hHwFMi8q/AOuDCDpxjuyIifwJOBAaIyAbg58BtuHwfxpilIvIUsAwrAuaHxphEh0y8HfH4jk4UkYlY5pM1wL9Bt/2OjgMuBhaLyEK77P+xD/8eaboPRVEUJRA1QymKoiiBqLBQFEVRAlFhoSiKogSiwkJRFEUJRIWFoiiKEogKC0VRFCUQFRaKorQJInKAiPxRRJ7p6LkoLUeFhdJuiMhP7Nz9i+zzDKbk2b6PiFzp9bmA+bxXaNvWpqX3UsB45SLyZlumubYzOP9r1rglIvKWiOiG4E6GCgulXRCRY4EzgUnGmAnAyWRm0QxDH+BKn89h5iEiEgEwxkzNc/y2pA8tuJcCuAz4a2vsAhaR8SLyYtaPaxZiO/3/bOAbLR1XaV9UWCjtxRBghzGmEcAYsyOVoFBEvmtrG5+IyKN22XN2SvSljrTotwEH2lrJb10+IyLfEZEP7bL/FZGoiIyyTyS7F/gYOyGbiNQ6rv2fPdYrIlKemrSI/FREVoh1atmfROR6502JyK+ztJ3pIvIfXnPxul+Pe/l3EVli/1xrl7nei2P8MSIyR0TmichvRGSVx//HRTjyeYnIsyJys4i8LSJbRORku/xpEfm9iLwjImtF5HgReUREPhWRP9r/l4uNMWdm/fgllnzOHl/pTBhj9Ed/2vwH6AEsBD4F7gW+bJePA1YCA+zP/bJey7ESzvUHRgFLHH1mfz4UeAEotj/fC3zXrpcEjsmaU619LQ5MtMueAr5jv59sz7kc6Al8Blyf1ccRwJuOz8uAkT5z8brf7Hs5ElgMVNrf3VJ7LNd7sdtEgfextDeAe4DnXeqVAFuyytL3BvwT8LD9fgXw7/b7X9hzH2L3sQso9fk/7w/cD6wGbsya5/aO/p3Un/x+1G6otAvGmFoRORKYBnwF+LNY55z3BJ4xxuyw66VOV7taRM6z34/AyrK5JWCYk7AW2Y/ESnxYjpXi+S1grTHmA492XxhjFtrv52MtyADHYy229QAi8oLLfS0Qkf1EZCgwENhljFknVlJKt7n09rjfbI4HnjXG7LXH/ivWdzfL517OBZYZ+wQ2rNPXql3qDXCWi0iFPa877KIioFpEyrDMY3fa5fXAH419OI+I1AFNHvPHGLMTuMKlPCEiTSLS01inxCmdABUWSrthLPv4HGCOiCzGSsH8KlmHuIjIiVg+jWONMXUiMgcoCzGEADONMTdm9TcK2OvTrtHxPoG1sKf6C8MzwAXAYKzjeP3mcjXhDq3xG9vrXo7A0oRSHI71/WZTT+b3OQ6Yb5r9FxOwtLlxwMfGOn8i1d99ACIyHNhkjCk0E2kp0FBgW6UDUJ+F0i6IyMEiMsZRNBFYi+Xs/GcR6W/X64f1lLvLFhSHYB1oD1CDpYng8Xk2cEHKuSoi/URk/xZM+x3gLBEpE+tEszM86j2Jdf7JBViCw28ubvfrdi9vAeeKSIVY54icB7wdMN+dwCF2v1OwzF6LsisZY3YBUVtzADiMTCEzwW43HvjEpRwswZHTdxjse99ujIkV0l7pGFSzUNqLHsA9ItIHy0ewCrjcGLNDRG4B3hSRBLAA65yDK0RkEZaN/AOwzBoi8q6ILAFeNsb82OXzTVjnhUeAGPBDgs1XrhhjPhKRWVgL5lpgHrDbpd5SsQ6I2miaz09e5jYXY8wHLvd7qce9zaD5gJsHbZPXKJ8pPwr8zdbaXsISHl4O7lewTF2vYQmFuY5rh2FpFt9MjW8LlnJb0ECm4MiXr9jzUzoRep6FovggIj1sf0sF1tP+5Q6fwD6LiIzA8o247mURkSOwHNcXt+/M0v6XG40xK9t7bKVwVLNQFH8eEJGxWDb+mZ1BUNj4molsLeUNEYmadjxxTawji59TQdH5UM1CURRFCUQd3IqiKEogKiwURVGUQFRYKIqiKIGosFAURVECUWGhKIqiBKLCQlEURQlEhYWiKIoSiAoLRVEUJRAVFoqiKEog/x8NF4ksjECw6QAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Comparison of the inpained image with the original one:\n", "wm = ai.integrate1d(inpainted, 2000, unit=\"q_nm^-1\", method=\"splitpixel\", radial_range=(0,210))\n", "wo = ai.integrate1d(img_nomask, 2000, unit=\"q_nm^-1\", method=\"splitpixel\", radial_range=(0,210))\n", "ax = jupyter.plot1d(wm , label=\"inpainted\")\n", "ax.plot(*wo, label=\"without_mask\")\n", "ax.plot(wo.radial, wo.intensity-wm.intensity, label=\"delta\")\n", "ax.legend()\n", "print(\"R= %s\"%pyFAI.utils.mathutil.rwp(wm,wo))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "One can see by zooming in that the main effect on inpainting is a broadening of the signal in the inpainted region. This could (partially) be adressed by increasing the number of radial bins used in the inpainting.\n", "\n", "## Benchmarking and optimization of the parameters\n", "\n", "The parameter set depends on the detector, the experiment geometry and the type of signal on the detector. Finer detail require finer slicing." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "567 ms ± 6.63 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" ] } ], "source": [ "#Basic benchmarking of execution time for default options:\n", "%timeit inpainted = ai.inpainting(img, mask=mask)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "method: ('no', 'histogram', 'cython') npt_rad=512 grow=0; R= 5.783646212437001\n", "method: ('no', 'histogram', 'cython') npt_rad=512 grow=1; R= 4.237428507810049\n", "method: ('no', 'histogram', 'cython') npt_rad=512 grow=2; R= 3.3029688910321684\n", "method: ('no', 'histogram', 'cython') npt_rad=512 grow=4; R= 2.7783385810118992\n", "method: ('no', 'histogram', 'cython') npt_rad=512 grow=8; R= 2.6306022206436506\n", "method: ('no', 'histogram', 'cython') npt_rad=1024 grow=0; R= 6.719261987025427\n", "method: ('no', 'histogram', 'cython') npt_rad=1024 grow=1; R= 4.486684252027234\n", "method: ('no', 'histogram', 'cython') npt_rad=1024 grow=2; R= 3.4706413367375366\n", "method: ('no', 'histogram', 'cython') npt_rad=1024 grow=4; R= 2.40560101308961\n", "method: ('no', 'histogram', 'cython') npt_rad=1024 grow=8; R= 1.9210807002114292\n", "method: ('no', 'histogram', 'cython') npt_rad=2048 grow=0; R= 6.920722622332915\n", "method: ('no', 'histogram', 'cython') npt_rad=2048 grow=1; R= 5.168512546847185\n", "method: ('no', 'histogram', 'cython') npt_rad=2048 grow=2; R= 4.307174504462693\n", "method: ('no', 'histogram', 'cython') npt_rad=2048 grow=4; R= 3.4484608720859415\n", "method: ('no', 'histogram', 'cython') npt_rad=2048 grow=8; R= 2.4187187699583896\n", "method: ('no', 'histogram', 'cython') npt_rad=4096 grow=0; R= 7.344803605571649\n", "method: ('no', 'histogram', 'cython') npt_rad=4096 grow=1; R= 6.120948805954736\n", "method: ('no', 'histogram', 'cython') npt_rad=4096 grow=2; R= 5.610254424810892\n", "method: ('no', 'histogram', 'cython') npt_rad=4096 grow=4; R= 4.902106689806472\n", "method: ('no', 'histogram', 'cython') npt_rad=4096 grow=8; R= 4.1126548855357825\n", "method: ('bbox', 'histogram', 'cython') npt_rad=512 grow=0; R= 3.134436987121642\n", "method: ('bbox', 'histogram', 'cython') npt_rad=512 grow=1; R= 2.876984824558108\n", "method: ('bbox', 'histogram', 'cython') npt_rad=512 grow=2; R= 2.6913033310354684\n", "method: ('bbox', 'histogram', 'cython') npt_rad=512 grow=4; R= 2.5932260403841925\n", "method: ('bbox', 'histogram', 'cython') npt_rad=512 grow=8; R= 2.524550894214923\n", "method: ('bbox', 'histogram', 'cython') npt_rad=1024 grow=0; R= 1.7694380351042167\n", "method: ('bbox', 'histogram', 'cython') npt_rad=1024 grow=1; R= 1.3026006224658728\n", "method: ('bbox', 'histogram', 'cython') npt_rad=1024 grow=2; R= 1.2882825350585512\n", "method: ('bbox', 'histogram', 'cython') npt_rad=1024 grow=4; R= 1.2439587351436678\n", "method: ('bbox', 'histogram', 'cython') npt_rad=1024 grow=8; R= 1.251751027038632\n", "method: ('bbox', 'histogram', 'cython') npt_rad=2048 grow=0; R= 0.9860431044162915\n", "method: ('bbox', 'histogram', 'cython') npt_rad=2048 grow=1; R= 0.6734717201367353\n", "method: ('bbox', 'histogram', 'cython') npt_rad=2048 grow=2; R= 0.6559786973880258\n", "method: ('bbox', 'histogram', 'cython') npt_rad=2048 grow=4; R= 0.6582179909274324\n", "method: ('bbox', 'histogram', 'cython') npt_rad=2048 grow=8; R= 0.6564926346533908\n", "method: ('bbox', 'histogram', 'cython') npt_rad=4096 grow=0; R= 0.6240546311549537\n", "method: ('bbox', 'histogram', 'cython') npt_rad=4096 grow=1; R= 0.4468049678117388\n", "method: ('bbox', 'histogram', 'cython') npt_rad=4096 grow=2; R= 0.44903665876238297\n", "method: ('bbox', 'histogram', 'cython') npt_rad=4096 grow=4; R= 0.4538928456601852\n", "method: ('bbox', 'histogram', 'cython') npt_rad=4096 grow=8; R= 0.4488140062920467\n" ] } ], "source": [ "wo = ai.integrate1d(img_nomask, 2000, unit=\"q_nm^-1\", method=\"splitpixel\", radial_range=(0,210))\n", "for m in ((\"no\", \"histogram\", \"cython\"), (\"bbox\", \"histogram\",\"cython\")):\n", " for k in (512, 1024, 2048, 4096):\n", " ai.reset()\n", " for i in (0, 1, 2, 4, 8):\n", " inpainted = ai.inpainting(img, mask=mask, poissonian=True, method=m, npt_rad=k, grow_mask=i)\n", " wm = ai.integrate1d(inpainted, 2000, unit=\"q_nm^-1\", method=\"splitpixel\", radial_range=(0,210))\n", " print(f\"method: {m} npt_rad={k} grow={i}; R= {pyFAI.utils.mathutil.rwp(wm,wo)}\")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 2.47 s, sys: 46.4 ms, total: 2.51 s\n", "Wall time: 1.17 s\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#Inpainting, best solution found:\n", "ai.reset()\n", "%time inpainted = ai.inpainting(img, mask=mask, poissonian=True, method=(\"pseudo\", \"csr\", \"cython\"), npt_rad=4096, grow_mask=1)\n", "fig, ax = subplots(1, 2, figsize=(12, 5))\n", "jupyter.display(img=inpainted, label=\"Inpainted\", ax=ax[0])\n", "jupyter.display(img=img_nomask-inpainted, label=\"Delta\", ax=ax[1])\n", "ax[1].figure.colorbar(ax[1].images[0])\n", "pass" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "R= 0.44490495766953164\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Comparison of the inpained image with the original one:\n", "wm = ai.integrate1d(inpainted, 2000, unit=\"q_nm^-1\", method=\"splitpixel\", radial_range=(0,210))\n", "wo = ai.integrate1d(img_nomask, 2000, unit=\"q_nm^-1\", method=\"splitpixel\", radial_range=(0,210))\n", "ax = jupyter.plot1d(wm , label=\"inpainted\")\n", "ax.plot(*wo, label=\"without_mask\")\n", "ax.plot(wo.radial, wo.intensity-wm.intensity, label=\"delta\")\n", "ax.legend()\n", "print(\"R= %s\"%pyFAI.utils.mathutil.rwp(wm,wo))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Conclusion\n", "\n", "Inpainting is one of the only solution to fill up the gaps in detector when Fourier analysis is needed. \n", "This tutorial explains basically how this is possible using the pyFAI library and how to optimize the parameter set for inpainting. The result may greatly vary with detector position and tilt and the kind of signal (amorphous or more spotty)." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Execution time: 58.908 s\n" ] } ], "source": [ "print(f\"Execution time: {time.perf_counter()-start_time:.3f} s\")" ] } ], "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": "3.9.1" } }, "nbformat": 4, "nbformat_minor": 2 }