{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "*This notebook was created by Sergey Tomin (sergey.tomin@desy.de). Source and license info is on [GitHub](https://github.com/ocelot-collab/ocelot). May 2020.*" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Appendix: some useful OCELOT functions\n", "\n", "This notebook was created to show some small functions that may be useful for accelerator physicists.\n", "### Contents\n", "1. [Aperture](#aperture)\n", "2. [Losses along accelerator lattice](#losses)\n", "3. [RK tracking](#rk)\n", "4. [How to save/dump the beam distribution at a specific location of the lattice](#savebeam)\n", "5. [Energy jitter. Or simulation of the jitter in the RF parameters.](#jitter)\n", "6. [Get Twiss parameters from the beam slice](#twiss)\n", "7. [Transfer Maps in Ocelot. Global assignment and for specific elements](#TM)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "initializing ocelot...\n" ] } ], "source": [ "# import modules\n", "from ocelot import *\n", "from ocelot.gui.accelerator import *\n", "import copy\n", "import pandas as pd\n", "import seaborn as sbn\n", "import time\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Aperture\n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Suppose you have a simple (and imposible) missaligned dump beam line. \n", "And you want to know the best corrector setting to get 100% transmission. \n", "\n", "We are goring to explor the transmission in horizontal only. \n", "\n", "#### Lattice " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "d = Drift(l=1)\n", "\n", "# horizontal correctors\n", "c1 = Hcor()\n", "c2 = Hcor()\n", "\n", "# Sextupoles\n", "sf = Sextupole(l=0.2, k2=3000)\n", "sf.dx, sf.dy = 1e-3, -1e-3\n", "\n", "sd = Sextupole(l=0.2, k2=-3000)\n", "sd.dx, sd.dy = 1e-3, -1e-3\n", "\n", "\n", "# Quadrupoles with transversal offsets\n", "qf = Quadrupole(l=0.2, k1=1, k2=20)\n", "qf.dx, qf.dy = 1e-3, -1e-3\n", "\n", "qd = Quadrupole(l=0.2, k1=-1, k2=-20, tm=SecondTM)\n", "qd.dx, qd.dy = -1e-3, 1e-3\n", "\n", "# Collimators\n", "ap1 = Aperture(xmax=5e-3, dx=-1e-3)\n", "ap2 = Aperture(xmax=5e-3, dx=1e-3)\n", "# BPMs\n", "m1 = Monitor()\n", "m2 = Monitor()\n", "\n", "# Solenoids\n", "solb_23_i1 = Solenoid(eid='SOLB.23.I1')\n", "cell = (d, c1, d, sf, d, qf, d, ap1, d, m1, d, c2, d, sd, d, qd, d, ap2, d, m2, d,)\n", "\n", "lat = MagneticLattice(cell, method={\"global\": SecondTM})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Create ParticleArray and Navigator objects" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "code_folding": [] }, "outputs": [], "source": [ "p_array_init = generate_parray(sigma_x=1e-3, sigma_px=5e-5, sigma_y=1e-3, sigma_py=5e-5, \n", " nparticles=20000, charge=1e-09, energy=1.)\n", "\n", "correctors = [c1, c2]\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### function to calculate transmission through the lattice" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def transmission(lat, navi, correctors, kicks):\n", " for i, kick in enumerate(kicks):\n", " correctors[i].angle = kick\n", " \n", " lat.update_transfer_maps()\n", " \n", " # reset position of the Navigator \n", " navi.reset_position()\n", " \n", " p_array = copy.deepcopy(p_array_init)\n", " tws_tack, p_array = track(lat, p_array, navi, calc_tws=False, print_progress=False)\n", " trans = p_array.n / p_array_init.n\n", " return trans\n", "\n", "\n", "def scan(cor1_range, cor2_range):\n", " trans_response = np.zeros((len(cor2_range), len(cor1_range)))\n", "\n", " for i, a2 in enumerate(A2):\n", " print(f\"{i} of {len(A2)}\", end=\"\\r\")\n", " for j, a1 in enumerate(A1):\n", " kicks = [a1, a2]\n", " trans_response[i, j] = transmission(lat, navi, correctors, kicks)\n", " \n", " return trans_response" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Scan with two correctors. Apertures are NOT activated. \n", "Here we expect 100% transmission for any corrector settings." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " exec n_tracks=612: 32.27504515647888 s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "navi = Navigator(lat)\n", "\n", "A1 = np.arange(-2, 2.5, 0.25)*1e-3\n", "A2 = np.arange(-8, 9., 0.5)*1e-3\n", "\n", "start = time.time()\n", "\n", "trans_response = scan(A1, A2)\n", "\n", "print(f\" exec n_tracks={len(A2) * len(A1)}: {time.time() - start} s\")\n", "df = pd.DataFrame(trans_response, index=A2, columns=A1)\n", "sbn.heatmap(df)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Scan with two correctors. Apertures are activated. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " exec n_tracks=612: 39.902544260025024 s\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "navi = Navigator(lat)\n", "\n", "# activate apertures\n", "navi.activate_apertures()\n", "\n", "# activate apertures starting from element \"start\" up to element \"stop\"\n", "# navi.activate_apertures(start=None, stop=m1)\n", "\n", "start = time.time()\n", "\n", "trans_response = scan(A1, A2)\n", "\n", "print(f\" exec n_tracks={len(A2) * len(A1)}: {time.time() - start} s\")\n", "df = pd.DataFrame(trans_response, index=A2, columns=A1)\n", "sbn.heatmap(df)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Losses along accelerator lattice\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "New feature which is available currently in dev branch.\n", "\n", "```ParticleArray``` has ```lost_particle_recorder atribute``` (```LostParticleRecorder```) has list of s_positions along accelerator and number of particles which were lost at that point\n", "\n", "```p_array.lost_particle_recorder.lp_to_pos_hist = [(s1, n_lost_particles), (s2, n_lost_particlse), ..., (sn, n_lost_particlse)]```" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "transmission: 0.4235\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "navi = Navigator(lat)\n", "\n", "# activate apertures\n", "navi.activate_apertures()\n", "\n", "c1.angle = 0\n", "c2.angle = 0\n", "\n", "lat.update_transfer_maps()\n", " \n", "# reset position of the Navigator \n", "navi.reset_position()\n", " \n", "p_array = copy.deepcopy(p_array_init)\n", "tws_tack, p_array = track(lat, p_array, navi, calc_tws=False, print_progress=False)\n", "trans = p_array.n / p_array_init.n\n", "print(\"transmission: \", trans)\n", "\n", "s = [p[0] for p in p_array.lost_particle_recorder.lp_to_pos_hist]\n", "nlost = [p[1] for p in p_array.lost_particle_recorder.lp_to_pos_hist]\n", "\n", "fig, ax_xy = plot_API(lat, legend=True, fig_name=10)\n", "ax_xy.bar(s, nlost)\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Tracking the electron beam with Runge-Kutta integrator in magnetic fields\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "In OCELOT, there is a possibility to track the beam in the arbitrary defined 3D magnetic fields. \n", "\n", "You need two components to do this: \n", "1. define the 3D magnetic fields \n", "2. MethodTM, the class which creates Transfer Maps, should know that you want to apply RK integrator to an element" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### define 3D Magnetic fields. " ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "lperiod = 0.01 # [m] undulator period \n", "nperiods = 50 # number of periods\n", "Kx = 2 # undulator deflection parameter\n", "\n", "\n", "def und_field_3D(x, y, z, lperiod, Kx):\n", " kx = 0.\n", " kz = 2 * pi / lperiod\n", " ky = np.sqrt(kz * kz + kx * kx)\n", " c = speed_of_light\n", " m0 = m_e_eV\n", " B0 = Kx * m0 * kz / c\n", " k1 = -B0 * kx / ky\n", " k2 = -B0 * kz / ky\n", "\n", " kx_x = kx * x\n", " ky_y = ky * y\n", " kz_z = kz * z\n", "\n", " cosz = np.cos(kz_z)\n", "\n", " cosx = np.cos(kx_x)\n", " sinhy = np.sinh(ky_y)\n", " Bx = k1 * np.sin(kx_x) * sinhy * cosz \n", " By = B0 * cosx * np.cosh(ky_y) * cosz\n", " Bz = k2 * cosx * sinhy * np.sin(kz_z)\n", " return (Bx, By, Bz)\n", "\n", "\n", "# define number of points along z-axis, by default npoints = 200\n", "und = Undulator(lperiod=lperiod, nperiods=nperiods, Kx=Kx, eid=\"und\", npoints = 500)\n", "und.mag_field = lambda x, y, z: und_field_3D(x, y, z, lperiod=lperiod, Kx=Kx)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Create MagneticLattice and MethodTM" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "from ocelot.cpbd.transformations import RungeKuttaTM\n", "d = Drift(l=0.5)\n", "qf = Quadrupole(l=0.2, k1=1.2)\n", "qd = Quadrupole(l=0.2, k1=-1.2)\n", "\n", "#method = MethodTM()\n", "# let the MethodTM to know\n", "#method.params[Undulator] = RungeKuttaTM\n", "\n", "\n", "lat = MagneticLattice((d, qf, d, qd, d, und, d, qf, d, qd, d), \n", " method={\"global\": SecondTM, Undulator: RungeKuttaTM})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Tracking through the lattice WITH RK integrator" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "z = 4.3 / 4.300000000000001. Applied: 0001. Applied: " ] } ], "source": [ "p_array = copy.deepcopy(p_array_init)\n", "\n", "navi = Navigator(lat)\n", "\n", "tws_track, _ = track(lat, p_array, navi)\n", "\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_opt_func(lat, tws_track)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Tracking through the lattice WITHOUT RK integrator " ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "z = 4.3 / 4.300000000000001. Applied: 0001. Applied: " ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "d = Drift(l=0.5)\n", "qf = Quadrupole(l=0.2, k1=1.2)\n", "qd = Quadrupole(l=0.2, k1=-1.2)\n", "\n", "\n", "lat = MagneticLattice((d, qf, d, qd, d, und, d, qf, d, qd, d), method={\"global\":SecondTM})\n", "p_array = copy.deepcopy(p_array_init)\n", "\n", "navi = Navigator(lat)\n", "\n", "tws_track, _ = track(lat, p_array, navi)\n", "\n", "plot_opt_func(lat, tws_track)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Dump the beam distribution at a specific location of the lattice\n", "" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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9Y8eOxciRI3Hy5Em0b9++yHMbNWqkTQwBwMnJCaNGjcI777yDmzdvokaNGrh58yZiY2OxePFibWIIAO3bt0fDhg2xe/duJodERERUIRidHH7++efmjKPMEhIS0LhxY72kDRB9JDWPF5UcJiQk4KmnnjLYrzk3MTERNWrU0Pa11Ox//Njffvut2BhzcnL0mp6VSiUAoNvSI3By8yz2XHuRl5cH5+/Zf7Mglok+lochlok+loc+lochey+T/OwMo44r01Q21iQ5ORn169c32K9ZoSU5ObnYc4tb3UVzrubfoo4t7jkAYPHixYiOjjbYfy8tBw65hTd526UsTpxugGWij+VhiGWij+Whj+VhyI7LRG3kGAmbTw6B4vs2ltTvsTTnFnVsSc8xc+ZMvZVklEolatWqhaqVXOHk5lbsufYiLy8Pzs7OcodhVVgm+lgehlgm+lge+lgehuy9TPKzVbhhxHE2nxz6+/sXWnOXkpICoPg1no0919/fH0DhtZApKSklriPt6upa6ECen9/qAm9v72LPtRfx8fEICwuTOwyrwjLRx/IwxDLRx/LQx/IwZO9lolQq4fNuycfZ/CTYYWFhOHfuHPLz8/X2x8fHAwCaNm1a7Lma44o7V/NvUccW9xxEREREtsTmk8NBgwYhPT0dO3fu1Nu/adMmBAUFoU2bNsWee/78eb0pa/Lz87F582a0adMGQUFBAIAaNWqgdevW2Lx5M1QqXV+FEydO4MKFCxg8eLCJXxURERGRPGw+OezTpw8iIyMxadIkfPrppzh8+DAmTpyI/fv34/3339fOcfjiiy/CyckJ165d0547btw4hIaGYujQodi6dSsOHjyI5557DhcuXMB7772n9zzvvfcezp8/j6FDh+LgwYPYunUrnnvuOTRt2hRjx4616GsmIiIiMhebTw4BYNeuXfjPf/6DuXPnonfv3jh58iS2bduG559/XnuMSqWCSqWCJEnafa6urjh06BC6du2K1157Df3798ft27exb98+dO7cWe85unTpgr179+L27dvo378/XnvtNXTt2hWHDh0q1cTgRERERNbM5ANSunXrhqCgILzzzjto0qSJqS9fKC8vL6xYsQIrVqwo8piNGzdi48aNBvurVauGTZs2GfU8kZGRiIyMLGuYRERERFbP5DWHR44cwdatW9GsWTP85z//MfXliYiIiMiMTJ4cqtVqpKWl4bvvvkP16tVNfXkiIiIiMiOzzHPo6emJvn37om/fvua4PBERERGZSZlqDufMmWPqOIiIiIjICpQpOXzvvffwxhtvFPn49evXyxwQEREREcmnTMnhrl27sHbtWkyYMEFvapi0tDTMmDEDISEhJguQiIiIiCynTH0O+/Xrh71792LAgAHIyMjA559/jg0bNiAqKgopKSkYN26cqeMkIiIiIgso84CULl26aCeQrlq1KtLT0/HMM89gyZIlaNSokSljJCIiIiILKXNyeOrUKbzzzjvIyMgAAHTs2BE7duzQLldHRERERLanTH0OR44ciYiICJw9exYbNmzAr7/+ioSEBAwcOBA5OTmmjpGIiIiILKRMyeH333+PefPm4eLFixgzZgw6dOiAn3/+GbGxsejduzfS09NNHScRERERWUCZmpUvXryIwMBAvX3h4eE4evQoevTogW7duiEmJsYkARIRERGR5ZSp5vDxxFCjUaNG+PXXX/Hw4cNyBUVERERE8ihVcqhUKjFlyhTUqlULTk5O8Pb2RkREBKKjo3Hv3j0AQN26dfHrr7+aJVgiIiIiMi+jk8Pc3Fx07doVH3/8MRQKBbp06YLmzZvjn3/+QXR0NOrXr4/169cDKLpmkYiIiIism9F9Dj/55BPEx8dj48aNGD16tN5jsbGxmD17Nl566SWo1WpMnDjR5IESERERkfkZXXO4c+dOvPjiiwaJIQBERETgxx9/xIQJEzBlyhTcvXvXpEESERERkWUYnRwmJiaiZ8+exR6zatUqBAYG4tNPPy13YERERERkeUYnh6mpqahWrVqxxzg5OWHMmDE4fPhwuQMjIiIiIsszOjlUqVRwciq5i2KrVq1w/vz5cgVFRERERPIo1VQ2d+7cKfEYX19fznNIREREZKNKtULKoEGD4OXlhfDwcLRo0QItWrRAeHg4QkNDtbWKDg4OXF+ZiIiIyEYZnRz+8MMPiIuLQ1xcHP7880/tRNcKhQLOzs4IDQ1FixYtUKlSJbMFS0RERETmZXRy2KdPH/Tp00d7PyUlRZsoapLGzz//HJIkQaFQmCVYIiIiIjKvUjUrF+Tn54cePXqgR48e2n1KpRJ//vknTp06ZZLgiIiIiMiyypwcFsbb2xtdu3ZF165dTXlZIiIiIrKQUo1WJiIiIqKKjckhEREREWkxOSQiIiIiLSaHRERERKTF5JCIiIiItJgcEhEREZEWk0MiIiIi0mJySERERERaTA6JiIiISIvJIRERERFpMTkkIiIiIi0mh0RERESkxeSQiIiIiLSYHBIRERGRFpNDIiIiItJickhEREREWkwOiYiIiEiLySERERERaTE5JCIiIiKtCpEcpqenY8qUKQgKCoKbmxvCw8Px1VdfGX3+vXv3MGbMGAQEBMDDwwPt2rXDoUOHDI7LycnBBx98gKZNm8LT0xPVqlVDnz59cPz4cVO+HCIiIiLZVIjkcPDgwdi0aRPmzZuHffv2ISIiAiNGjMDWrVtLPDcnJwfdu3fHoUOHsGLFCnz77beoVq0aevfujaNHj+odO2HCBMyYMQMDBw7E999/j9WrV+P+/fvo3LkzYmJizPXyiIiIiCzGSe4Aymvv3r346aefsHXrVowYMQIA0LVrV1y7dg1vv/02hg0bBkdHxyLP/+yzz5CQkIDjx4+jXbt22vObN2+OadOm4eTJkwBEErl161aMHDkSCxYs0J7foUMHBAUFYcuWLWjdurUZXykRERGR+dl8zeHu3bvh5eWFoUOH6u0fO3Ysbt26pU3uiju/UaNG2sQQAJycnDBq1CjExMTg5s2bAAAHBwc4ODjAx8dH73xvb284ODjAzc3NRK+IiIiISD42nxwmJCSgcePGcHLSrwRt1qyZ9vGSztccW9j5iYmJAABnZ2e8/PLL2LRpE7755hsolUokJSVhwoQJ8PHxwYQJE4p8jpycHCiVSr2NiIiIyBrZfLNycnIy6tevb7Dfz89P+3hJ52uOLen8ZcuWwcfHB0OGDIFarQYA1K5dGz///DOCg4OLfI7FixcjOjraYH9iYiK8vLyKjc9eKJVKxMfHyx2GVWGZ6GN5GGKZ6GN56GN5GLL3MklPTzfqOKtKDo8cOYKuXbsadeypU6cQHh4OAFAoFEUeV9xjxhxT8LGFCxdi6dKliIqKwlNPPQWlUolVq1YhMjISBw4cQIsWLQq9xsyZMzF16lTtfaVSiVq1aiE0NBTe3t4lxmcP4uPjERYWJncYVoVloo/lYYhloo/loY/lYcjey8TYlkurSg4bNWqETz/91Khja9euDQDw9/cvtHYwJSUFAAqtFSzI2PPPnTuHuXPn4v3338dbb72lPa5Pnz5o0qQJpk6disOHDxf6HK6urnB1dTXiVRERERHJy6qSw+rVq2P8+PGlOicsLAzbtm1Dfn6+Xr9DTbVx06ZNSzy/sCrmx88/c+YMJElCRESE3nHOzs5o3ry5wbQ3RERERLbI5gekDBo0COnp6di5c6fe/k2bNiEoKAht2rQp8fzz58/rjWrOz8/H5s2b0aZNGwQFBQGA9t8TJ07onZ+Tk4O4uDjUrFnTFC+HiIiISFZWVXNYFn369EFkZCQmTZoEpVKJ4OBgbNu2Dfv378fmzZv15jh88cUXsWnTJly+fBl16tQBAIwbNw6rV6/G0KFDsWTJElStWhVr1qzBhQsXcPDgQe25HTt2REREBKKiopCZmYlOnTohNTUVK1euxNWrV/Hll19a/LUTERERmZrNJ4cAsGvXLsyaNQtz585FSkoKQkJCsG3bNgwfPlzvOJVKBZVKBUmStPtcXV1x6NAhTJs2Da+99hoyMzMRHh6Offv2oXPnztrjHBwc8NNPP+GDDz7A9u3bsXTpUnh5eaFJkybYu3cv+vTpY7HXS0RERGQuCqlgpkQWoVQq4ePjg9TUVI5W/pe9jyArDMtEH8vDEMtEH8tDH8vDkL2XibH5h833OSQiIiIi02FySERERERaTA6JiIiISIvJIRERERFpMTkkIiIiIq0KMZWNrVGpVACAf/75h6OV/3X37l34+vrKHYZVYZnoY3kYYpnoY3noY3kYsvcy0aytrMlDisLkUAZnz54FAISGhsocCREREdmbS5cuGSwHXBCTQxloltq7ceMGaw7/lZiYyGT5MSwTfSwPQywTfSwPfSwPQ/ZeJkqlErVq1UJwcHCxxzE5lIFmST9vb28mh//y8vJiWTyGZaKP5WGIZaKP5aGP5WGIZSIUXFq4MByQQkRERERaTA6JiIiISIvJoQxcXV3lDoGIiIioUEwOZcDkkIiIiKxVhU0O09LSMG3aNPTs2RNVqlSBQqFAVFSUwXFjxoyBQqEw2EJCQgq97sqVKxESEgJXV1fUq1cP0dHRyMvLM/OrISIiIrKMCjtaOTk5GevWrUPz5s0xcOBArF+/vshj3d3d8fPPPxvse9zChQsxZ84czJgxAz179kRsbCxmz56NmzdvYt26dSZ/DQAgSRIkSTLLta2JJElQq9XluoYmsSciIiJ9kgR8/71xx1bY5LBOnTp4+PAhFAoFHjx4UGxy6ODggLZt2xZ7veTkZCxYsAATJkzAokWLAABdunRBXl4eZs+ejSlTpqBJkyYmfQ05OTnIz8836TWtlaOjI7Kyssp9HYVCARcXFzg6OjJRJCIi+te33wKjRhl3bIVNDk2dGOzfvx/Z2dkYO3as3v6xY8di1qxZ+Oabb0yaHGoSQxcXFzg4OFT4RMfZ2bnQ2lpjaWpYVSoVcnJy4OTkxL6dREREAFQq4J13jD++wiaHpZGVlYXAwEDcv38f1atXx8CBAzF//nz4+flpj0lISAAAhIWF6Z1bvXp1BAQEaB83BUmStImhs7Ozya5rzRQKBRwcyt8F1snJCQ4ODsjLy4MkSRU+qSYiIirJF18A584Zf7zdJ4fNmzdH8+bN0bRpUwDA0aNHsWzZMhw6dAixsbHw8vICIJqVXV1d4enpaXANPz8/JCcnF/kcOTk5yMnJ0d7XLHxdFE0fQ1MkS/bIwcFBW5PI5JCIiOxZdjYwb17pzrH75PCNN97Qux8ZGYkWLVrg2Wefxaeffqr3eHGJRnGPLV68GNHR0Qb7ExMTtclnQZIkwdHREc7OznaT3GRkZODixYsmuZYkScjLy4NKpbLp8lMqlYiPj5c7DKvB8jDEMtHH8tDH8jBkj2WyaVMAbtyoDgBo316J48dLPsfuk8PCDBo0CJ6enjhx4oR2n7+/P7Kzs5GZmQkPDw+941NSUtCyZcsirzdz5kxMnTpVe1+z8HVoaGihazyq1WpkZWXB3d3dbmoPL168iCeeeMIk16oo5RcfH2/QjcGesTwMsUz0sTz0sTwM2VuZpKYCn38ubisUwNKl3mjfvuTzbPeb08wkSdJLLDRvpsd/cdy5cwcPHjzQNksXxtXVFd7e3nobERERkTm9/z6QkiJujxoFhIYadx6Tw0Ls2LEDmZmZetPb9O7dG25ubti4caPesRs3boRCocDAgQMtGyQRERFREW7fBpYtE7ddXID5840/t0I3K+/btw8ZGRlIS0sDAJw9exY7duwAAPTt2xf379/HyJEjMXz4cAQHB0OhUODo0aNYvnw5QkNDMX78eO21/Pz8MHv2bMyZMwd+fn7aSbCjoqIwfvx4k89xSERERFRW8+cDmumDJ00C6tYFShgPq1Whk8NJkybh2rVr2vvbt2/H9u3bAQBXr16Fj48PqlWrho8++gh3796FSqVCnTp1MHnyZLzzzjsGI5NnzZqFSpUqYfXq1Vi6dCkCAwMxY8YMzJo1y6Kvq6LIzMzEBx98gG3btuHq1avw8vJCz549sWbNGvj6+sodHhERkU26eBH49FNxu1IloLRpSoVODpOSkko8ZteuXaW65uTJkzF58uQyRkQakiRhxIgR+OWXXzB37lwEBAQgJSUFb7zxBho0aIAFCxbIHSIREZFNmj1bTHwNAG+9BVSpUrrzK3RySNbr6NGj+O6777B9+3Y8++yz2tHKixcvRkZGhtzhERER2aQ//wS+/lrcrlIFeGzGPqNwQArJYvv27fD19cWgQYO0+3755RfcvXsX3bp1kzEyIiIi2zVjhu72nDmiWbm0WHNoY1q1Au7ckTsKITAQ+OOPsp17/PhxtGnTBgBw69Yt7Ny5Ex9++CG6d++Ofv36mTBKIiIi+3DwoNgAoF494KWXynYdJoc25s4d4OZNuaMon+zsbCQkJGDAgAFYtGgR5s6dCwCoXbu2dmogIiIiMp5arV9r+O67YgqbsmByaGMCA+WOQKesscTFxSE/Px+tW7dGSEgI2rRpgx9++AFffvklOnXqhL/++qvQZQWJiIiocDt3iv6GANC8OTBiRNmvxeTQxpS1GdeaxMTEAABat26NgIAA1K9fH/Xq1UO7du0wYsQInDhxAj169MArr7yC7OxsfPbZZ1Cr1Rg0aBDq1KmDjz/+WOZXQEREZD3y8vSnq1m8GCjP6rEckEIWFxMTg/r16yMgIKDQx4OCggCINam//vprXL9+HTNmzIBKpcIyzXTvREREBADYsEHMbQgAnTsDvXuX73qsOSSLi4mJQfXq1fX2SZKE9evXo2nTptrVZmrWrInRo0fjmWeeAQAcO3YMjo6OFo+XiIjIWmVmAtHRuvtLlgDl7brP5JAsKiUlBZcvX8bly5cxfvx4jBgxApmZmfj4449x7NgxHD58WO/48PBwrFmzBsePH2c/RCIiosesWCHWUQaAQYOAtm3Lf002K5NFafobjh49Gvv370efPn3w6quvwsnJCSdPnkS7du30jo2OjsbQoUOxadMmuUImIiKySikpwHvvidsODsDChaa5LmsOyaJiYmLg7OyMtWvXws3NTbtfs0KKxvXr1/Hss89i8+bNaNSoERo1aoSZM2eiTp06coRNRERkdRYvBlJTxe2xY4HGjU1zXdYckkXFxMQgLCxMLzF8XFpaGvr164d58+ahS5cuqF69OkaNGsX1lomIiP514wawcqW47eYGREWZ7tqsOSSLio2NxeDBg4s9plKlSvjrr7/09q1Zs8acYREREdmUqCggJ0fcfu01oGZN012bySFZ1N27d+UOgYiIyKadPQts3Chu+/jor4xiCmxWJiIiIrIhs2aJ5fIAYPp0wM/PtNdnckhERERkI37/HfjmG3G7enXg9ddN/xxMDomIiIhsgCTpNyHPmwd4eJj+eZgcEhEREdmAffuAX34Rt594Ahg3zjzPw+SQiIiIyMqp1cDMmbr7CxcCzs7meS4mh0RERERWbts2QDPLW6tWwLPPmu+5mBwSERERWbHcXGDOHN39JUsAhcJ8z8fkkIiIiMiKrV0LXL0qbkdGAt27m/f5mBwSERERWam0NODdd3X3lywx/3MyOSQiIiKyUh99BNy/L24PGwY8+aT5n5PJIREREZEVuncPWLpU3HZyAhYssMzzMjkk2WRmZiI6OhohISFo2rQp/P39MWLECDx8+FDu0IiIiGS3cCGQni5uT5gABAdb5nmdLPM0RPokScKIESPwyy+/YO7cuQgICEBKSgreeOMNNGjQAAss9fOIiIjICl29Cvzf/4nbHh76o5XNjckhyeLo0aP47rvvsH37djz77LO4ePEinnjiCSxevBgZGRlyh0dERCSruXOBvDxxe8oUsY6ypbBZmWSxfft2+Pr6YtCgQdp9v/zyC+7evYtu3brJGBkREZG8/voL2LJF3PbzA6ZNs+zzMzkkWRw/fhxt2rQBANy6dQs7d+7EkCFD0L17d/Tr10/m6IiIiOQzcyYgSeL2O+8APj6WfX4mh2Rx2dnZSEhIQJs2bbBo0SLUqFEDM2fOhIeHBzZu3AiFOad9JyIismK//ALs3Stu16oFvPKK5WNgn0Nb06oVcOeO3FEIgYHAH3+U+rS4uDjk5+ejdevWCAkJQZs2bfDDDz/gyy+/RKdOnfDXX3/By8vLDAETERFZL0kCpk/X3Y+OBtzcLB8Hk0Nbc+cOcPOm3FGUS0xMDACgdevWCAgIQP369VGvXj20a9cOI0aMwIkTJ9CqVSv4+/vj0aNHqFSpEgBgx44dWL58OY4dOyZn+ERERGbx3XfAiRPidpMmwOjR8sTB5NDWBAbKHYFOGWOJiYlB/fr1ERAQUOjjQUFBqFy5MurXr48zZ86gY8eOUKlUmDt3Lv5PM66fiIioAlGpRP9CjUWLAEdHeWJhcmhrytCMa21iYmJQ/bEx+ZIkYf369WjatCmaNGkCAGjZsiVOnz6Njh074osvvkCtWrXQuXNnOUImIiIrkJsLfPYZ8OAB8OqrgK+v3BGZzhdfAGfPitvt2wPPPCNfLEwOyaJSUlJw+fJlXL58GePHj8eIESOQmZmJjz/+GMeOHcPhw4e1x2qSw5ycHERHR2PHjh0yRk5ERHI6eRIYPx5ISBD3164FNm4EevSQNSyTyM4G5s3T3V+yBJBzbCZHK5NFafobjh49Gvv370efPn3w6quvwsnJCSdPnkS7du20x2qSw08++QQtW7ZEq1at5AqbiIhkkp4uJoFu106XGAKi+31kJDB5MpCZKVt4JrF6NXDjhrj99NPAU0/JGw9rDsmiYmJi4OzsjLVr18KtwBAszQopBT355JM4e/YslixZgkOHDlk6VCIiktnevcCkScD167p9LVqIiaE1XwsrVwIHDgBffglERMgTZ3mkpor+hYCoLdTclhNrDsmiYmJiEBYWppcYFqVy5cqoUaMGIiMjtf0QiYio4rt3Dxg5UtSiaRJDNzfg/feBmBiRDH78sW6alwsXRM1idLRuyTlb8f77QEqKuP3880CzZvLGAzA5JAuLjY1F69atjTo2PT0d6enpiI6ONnNURERkDSQJ2LQJaNwY2LZNt797d9Gk/PbbgJMT4OAAvPYacOqUmP4XEKN9o6KADh1EsmgLbt8Gli0Tt52dgfnz5Y1Hg8khWdTdu3eNno5mzpw5GD58OOrVq2fmqIiISG5XrgA9ewJjxuhq0nx9gc8/B376CWjQwPCckBDg+HExmEMz7UtsrGh6Xr1atwSdtZo/H8jKErcnTQKs5euOySFZndOnT8PHxweJiYlYsGCB3OEQEZGZ/fYbEBYGHDyo2zd8OHDunEgWixu56+wsagyPHwcaNhT7srLEVDe9e1vvuhEXLwKffipue3kBs2bJG09BTA7J6oSHhyM1NRUHDhyAp6en3OEQEZEZ5ecDEyfqRhzXqgXs2SOalatVM/46rVuLZuZXX9XtO3BAJJ1ffWXamE1h9mzRFA4Ab70FVK0qbzwFMTkkIiIi2XzyiW7y54gIIDFRDEQpCw8PMXr5xx+BoCCx7+FDYMQIsaWmyrTkyGP+/BP4+mtxu0oVYOpUeeN5HJNDIiIikkVKiv7kzytXApUqlf+6PXsC8fGiaVrjq6+AIUOewIED5b9+ec2Yobs9Z45pXrMpMTkkIiIiWURF6QafjBoFtGljumv7+Ymm6a1bgcqVxb5795zRq5doepZr4uyDB3V9K+vVA156SZ44isPkkIiIiCzu7FlgzRpx28NDLBlnDiNGiFrEyEjdvtWrxYjm2FjzPGdRJAmYOVN3/913ARcXy8ZgDCaHREREZFGSBLzxhm5AxsyZQI0a5nu+mjWB/fuBmTNvwd1d7Pv7bzFxdlSU5SbO3rED+OMPcbt5c5G4WiMmh0RERGRRP/wAbd+/OnWAN980/3M6OAAjRiTj1CndMnsqlVhVpX174Px58z5/Xp7+dDWLF4uYrJGVhkUAIFn77J1WiuVGRGS9cnP1R+e+/z60tXmW0KiRmFcxKko3cfYff4hm5pUrAbXaPM+7YYOY2xAAOncWczBaKyaHVkjx72yfanO9Qys4tVoNhUKhLUciIrIeq1bpkqSnngKGDrV8DM7OYpT077+LZBEAsrOByZOBXr2Af/4x7fNlZooaSo0lS4qf2FtuTnIHQIYUCgWcnJyQm5sLAHBwcKjwiY4kSeVKhiVJgiRJUKlUyM/Ph5OTU4UvMyIiW3P/vm79YIUCWL5c3iQpIgKIiwOmTxdJKyBGEoeFiUErI0aYJr4VK8Q6ygAwcCDQtm35r2lOTA6tlKurKwBoE8SKLi8vD1maBSbLQaFQwNXVFU5OfGsTEVmbOXOA1FRxe+xY4Mkn5Y0H0E2c/cwzIqabN4FHj4Dnnwe+/Rb4v/8T0+KUVUoK8N574raDA7BokUnCNit+g1oxV1dXuLi42EUfOpVKBfdydjphUzIRkfU6c0a3lnClSsDChfLG87jISDHlzSuviPkRAbGKya+/iv6CZekjePq0WBpPkxCPGQM0bmyqiM2nwvY5TEtLw7Rp09CzZ09UqVIFCoUCUVFRhR4bFxeHHj16wMvLC5UrV8bgwYNx5cqVQo9duXIlQkJC4Orqinr16iE6Ohp5ZhwDr1Ao4ODgUOE3U7xOJoZERNZJkoApU3SDPWbPBgIDZQ2pUL6+YtLsr74StwHRHNynD/Dyy0BGhnHXOXUKGDRIDHI5dEjsc3UVg2BsQYVNDpOTk7Fu3Trk5ORg4MCBRR53/vx5dOnSBbm5ufj666+xYcMG/P3333jqqadw//59vWMXLlyI119/HYMHD8aPP/6Il19+GYsWLcIrr7xi5ldDRERku3bvBo4cEbcbNABef13WcEo0bJioRezZU7fv//5PJHsnTxZ93qlTok/hk08C33yj21+9OrB9O1CrlrkiNjGpglKr1ZJarZYkSZLu378vAZDmzZtncNzQoUOlgIAAKTU1VbsvKSlJcnZ2lqZNm6bd9+DBA8nNzU2aOHGi3vkLFy6UFAqFlJiYaHRsqampEgC957R3f/31l9whWB2WiT6WhyGWiT6Whz5rKY+sLEmqV0+SRP2hJO3eLV8spS0TtVqSVq+WJHd3XfyOjpI0Z44k5ebqjouLk6QBA3THaLagIElauVKUgTUwNv+osDWHxvQ/y8/Px549ezBkyBB4e3tr99epUwddu3bF7t27tfv279+P7OxsjB07Vu8aY8eOhSRJ+KbgTwQiIiICIEYkX70qbnfrBgwYIGs4paJQiObkU6eA1q3FPpVKLHvXrp0YsKKpKfz2W915QUFikMvly2IdZzc3WcIvswqbHBrj8uXLyMrKQrNmzQwea9asGS5duoTs7GwAQEJCAgAgLCxM77jq1asjICBA+3hhcnJyoFQq9TYiIqKK7vZt3cATBwf5p64pK83E2dHRuomz//xTJIYFk8IaNcSUOLaaFGrY9Wjl5ORkAIBfIWPU/fz8IEkSHj58iOrVqyM5ORmurq7w9PQs9FjNtQqzePFiRBec/fJfiYmJ8PLyKscrqDiUSiXi4+PlDsOqsEz0sTwMsUz0sTz0WUN5zJ1bA+np4jt2yJBkALcgZ0jlLZNBg4CGDd3xzjs1cfWqLvOrWjUP48ffw6BBD+HqKmkn+bY26enpRh1nkeQwLi6uTOc1adIEbhZIu4trfi74mLHHPW7mzJmYWmCtIKVSiVq1aiE0NFSvOduexcfHG9TK2juWiT6WhyGWiT6Whz65y+OPP3SDMipXBlav9keVKv6yxQOYpkzCwkTTeHS0mOZm5EjgxRed4eZWA0AN0wRqJsa2XFokOWzVqlWZphmJjY3Fk2acIdPfX7xJC6v1S0lJgUKhQOXKlbXHZmdnIzMzEx4eHgbHtmzZssjncXV11U5qTUREVNFppq7RmDcPqFJFtnBMzt1dLIFXUVmsWXnWrFlo0KCBUceqVCpMmDDBzBEBDRo0gLu7e6FVzPHx8QgODtbWXGp+acTHx6NNmzba4+7cuYMHDx6gadOmZo+XiIjIFvzvf6KPHiD663HGN9tiseSwX79+aK0Z6lMClUqF8ePHmzkiwMnJCf3798euXbvw/vvvo1KlSgCA69ev4/Dhw3jjjTe0x/bu3Rtubm7YuHGjXnK4ceNGKBSKYudSJCIisheZmcC0abr7H30EODvLFw+VnkWSw927d6NRo0ZGH+/o6Ijdu3cjODi4XM+7b98+ZGRkIC0tDQBw9uxZ7NixAwDQt29feHh4IDo6GhEREejXrx9mzJiB7OxszJ07FwEBAXjzzTe11/Lz88Ps2bMxZ84c+Pn5oWfPnoiNjUVUVBTGjx+PJk2alCtWIiKiimDpUuDGDXG7d2+gb19546HSs0hyOKAMkxqV5ZzHTZo0CdeuXdPe3759O7Zv3w4AuHr1KurWrYuQkBAcOXIE06dPx7PPPgsnJyd069YNS5cuRZXHOkjMmjULlSpVwurVq7F06VIEBgZixowZmDVrVrljJSIisnX//AO895647egoag3J9lToqWySkpKMOq5ly5Y4ePCgUcdOnjwZkydPLkdUREREFdOMGaJZGRDz/DVuLG88VDayJIfffPMNtmzZgmvXrmknmdZQKBQ4c+aMHGERERFRGf3+O7Bli7jt7y9GKJNtsnhy+MEHH2D69OmoUqUKgoODC51UmoiIiGyHWg28/rru/vz5gK+vfPFQ+Vg8OVyzZg3GjRuHtWvXwlGzBg0RERHZrM2bgdhYcbtpU2DiRHnjofKx+NrKycnJGDlyJBNDIiKiCiA9XfQ11Fi2DHCq0CMaKj6LJ4cdOnTAuXPnLP20REREZAZLlgC3b4vbzzwD9OghbzxUfhbP7ZcvX45BgwahVq1a6N27N1xcXCwdAhEREZlAUpKY1xAQE11rbpNts3hyGBwcjB49emDQoEFQKBQG6xQrFAqkpqZaOiwiIiIqpWnTgJwccXvKFOCJJ2QNh0zE4snhtGnTsGrVKoSHh6Nx48asOSQiIrJBR48C/64rgapVgdmz5Y2HTMfiyeHGjRsxffp0LF682NJPTURERCagUomaQo2FCwFvb9nCIROz+IAUlUqFyMhISz8tERERmcjnnwOnT4vb4eHA2LFyRkOmZvHksGfPnjhx4oSln5aIiIhMQKkEZs3S3V+xQqyjTBWHxZuV58yZg2HDhsHT0xNPP/00/Pz8DI4pbB8RERHJb8EC4N49cfvZZ4FOneSNh0zP4slh8+bNAQBTp07F1KlTCz1GpVJZMiQiIiIywsWLwPLl4rarK/DBB7KGQ2Zi8eRw7ty5UCgUln5aIiIiKqe33gLy8nS369aVNRwyE4snh1FRUZZ+SiIiIiqngweB774Tt6tX118yjyoWiw9IISIiItuSn68/dc2SJYCXl2zhkJlZJDls1qwZEhISjD5erVajWbNmXIOZiIjICqxbByQmitutWwOjRskbD5mXRZLDhIQEZGVlGX28JEmlPoeIiIhM7+FDYO5c3f3lywEHtjtWaBbrczhw4EC4uroafTwHrRAREckvOhpITha3n38eaNdO3njI/CySHL7wwgtlOi8gIMDEkRAREZGxzp0DVq8Wtz08RF9Dqvgskhx+/vnnlngaIiIiMqGpU8VgFACYPh2oWVPeeMgy2GuAiIiIDOzdC+zfL27XqiXmNST7wOSQiIiI9OTliVpDjfffF83KZB+YHBIREZGe1auBCxfE7Q4dgGHD5I2HLIvJIREREWk9eCBGKGssXw5wAhH7wuSQiIiItObOBR49ErfHjgVatZI1HJIBk0MiIiICAPz1F7B2rbjt5QUsWiRvPCQP2ZPDTp064dixY3KHQUREZNckCXjjDUCtFvdnzQICA+WNieQhe3I4efJkvPTSS+jTpw9OnToldzhERER26dtvgZ9/Frfr1QOmTJE1HJKR7Mnhs88+i/j4eDz33HMYPHgwhg4divPnz8sdFhERkd3IydGfx3DpUsDNTb54SF6yJ4cA4ODggLFjx+LChQt46qmn0L17d4wdOxbXr1+XOzQiIqIKb8UK4PJlcbtLF2DQIFnDIZlZZPm84mRkZODMmTM4ffo0Tp8+jVOnTuHRo0f47bff0K5dOwwfPhwLFiyAu7u73KESERFVOHfvAgsWiNsODpy6hqyg5tDHxwdjx47Fr7/+ioYNG+L999/HrVu38Pfff+PChQuQJAmDBw+WO0wiIqIKadYsIC1N3J4wAWjeXN54SH6y1xwmJyfDx8en0Me8vLzw0UcfoXLlypYNioiIyA78+SewYYO47eMDvPuuvPGQdbCKmsOSHD161AKREBER2Y/vvgN69hRT2ABi8usqVeSNiayD7MmhMZqzjpuIiMgksrOByZOBAQOAlBSxr1kz4NVX5Y2LrIdNJIdERERUfhcuAO3aAStX6vYNGgQcOQK4uMgWFlkZq0wOx40bhw0bNkClUskdChERkc2TJGDTJqBlS+D0abHP1RVYswbYuRPw9ZU1PLIyVpkcSpKEbdu2sTmZiIionNLSgNGjgTFjgIwMsa9xYyAmBpg0idPWkCHZRysX5vPPPwcA1hwSERGVw59/AsOHA5cu6fa9+KKY9NrTU764yLrJnhxOmTIFy5Ytg6KQny6Ojo4yRERERFQ2ly8DsbFiMmkHB8DR0fT/Gnvsl1/6Y/lyIC9PxFapErBunUgWiYoje3KYlJSEAQMG4KuvvoKHhwcA4MaNG1iwYAHWrl0rc3REREQly8sTq4wsXAhYT6NXkPZWRASwbRvQoIGM4ZDNkL3P4e7duxESEoKOHTvi5MmTmDRpEpo2bQpnZ2e5QyMiIirR+fNA+/bA/PnWlBjqvP02cOwYE0Mynuw1hwqFAq+99hp++ukntG/fHkOHDsWFCxcQGBgod2hERERFUquBVauA6dPF3IGAaNKdPBmoVUskimp18f8ac0xZj3VwUOKdd7zRq5e85US2R/bkcPz48di+fTtGjx6Nl19+GfPnz8fFixeZHBIRkdX65x9g7Fjg4EHdvkaNgC+/FE241iA+/hrCwsLkDoNskOzJoZubG86ePYsaNWoAEKuhDB06FNHR0RgzZoy8wRERET1m2zbg5ZeBR490+157DViyBPi36zyRTZO9z+GqVau0iSEAtG7dGr/++iuWLVsmY1RERET6UlLESN+RI3WJYY0awIEDwMcfMzGkisMiNYepqan48MMPkZGRge7du6Nv374AgMzMTJw4cQJBQUEICQnRHl+7dm389ttvlgiNiIioRD/+CIwbB9y6pds3YgSwejVXF6GKxyI1h5MmTcLChQuxdetW9OvXD7169cKtW7cQFhaGyMhIhIaGIjw8HDExMdpzvLy8LBEaERFRsT77DOjdW5cY+voCX30FbN3KxJAqJoskhwcOHMDy5ctx+/ZtHDlyBKdOnUKHDh3w6NEjbN26FVu2bEFAQAC6dOmChIQES4RERERUov37gZde0t3v2ROIjweGDZMvJiJzs0hymJGRgWbNmgEAOnXqhPfeew/Xrl3DG2+8gWHDhmH48OE4ePAgevXqhXfffdcSIRERERXr9Glg6FDd3IWTJ4tksUA3eaIKySLJYd26dXHmzBnt/d69ewMA2rZtq3fciy++qNe0TEREJIcbN4CnnwbS08X9wYOBjz4CClnplajCsUhyOHz4cERHR2P37t2QJAnVqlXD/PnzERwcrHech4cHbt++bYmQiIiICpWaCvTtq+tj2LYtsHmzmOCayB5YJDmcNm0aOnbsiCFDhqBKlSro378/1Go1zp8/j5SUFO1x27ZtQ9WqVS0RktaRI0egUCgK3U6cOKF3bFxcHHr06AEvLy9UrlwZgwcPxpUrVywaLxERmU9uLjBkCKDp/t6gAfDdd4C7u7xxEVmSRaaycXd3x7fffosjR45g+/bt+P3337FgwQLk5+dDoVCgfv36qF69On777TeMHj0aubm5cHFxsURoWosWLULXrl319jVt2lR7+/z58+jSpQvCw8Px9ddfIzs7G3PnzsVTTz2F06dPo0qVKhaNl4iITEuSgAkTgEOHxH1/f2DfPoAf72RvLLpCSpcuXdClSxcAQE5ODuLi4hATE6PdJEnCpk2bsG3bNoSFhaFNmzZYtWqVRWJ74oknDPpAFjR37ly4urpiz5498Pb2BgC0bNkSTzzxBJYuXYr33nvPInESEZF5REcDX3whbru6ihrDJ56QNyYiOci2fJ6rqyvatWuHdu3aafc9fPhQmyiePHkSO3futFhyWJz8/Hzs2bMHo0eP1iaGAFCnTh107doVu3fvZnJIRGTDPv9cJIeAGHSyZQvQvr28MRHJRfbl8wry9fVFr169MGfOHOzZs8eig1NeeeUVODk5wdvbG7169cKxY8e0j12+fBlZWVna6XgKatasGS5duoTs7Owir52TkwOlUqm3ERGRdfjpJ2DiRN39pUtFv0MieyVbzaG18PHxweuvv44uXbrA398fly5dwgcffIAuXbrghx9+QK9evZCcnAwA8PPzMzjfz88PkiTh4cOHqF69eqHPsXjxYkRrfpIWkJiYyJVg/qVUKhEfHy93GFaFZaKP5WGIZaKvLOXx999ueOGF+sjPF0ORR458gB49bqMiFCvfH4bsvUzSNXMzlUAhSZJk5lhszqNHjxAWFgY/Pz+cOXMGx48fR4cOHfDVV19h2GPT4i9evBjvvPMObt++jcDAwEKvl5OTg5ycHO19pVKJWrVqITU1Va+Z2p7Fx8cjLCxM7jCsCstEH8vDEMtEX2nL459/xDQ1N2+K+wMGADt3Vpwpa/j+MGTvZaJUKuHj41Ni/mFVzcrWonLlyujXrx/++usvZGVlwd/fHwC0NYgFpaSkQKFQoHLlykVez9XVFd7e3nobERHJR6kUk1xrEsPWrcVayRUlMSQqDyaHRdBUqCoUCjRo0ADu7u6FVkXHx8cjODgYbm5ulg6RiIjKIC8PePZZ4K+/xP169YDvvwc8POSNi8haMDksxMOHD7Fnzx6Eh4fDzc0NTk5O6N+/P3bt2oW0tDTtcdevX8fhw4cxePBgGaMlIiJjSRLw3/+KQSgA4Ocn5jK08PoLRFbN7gekjBw5ErVr10arVq0QEBCAixcv4sMPP8Tdu3exceNG7XHR0dGIiIhAv379MGPGDO0k2AEBAXjzzTflewFERGS0BQuADRvEbVdX4NtvgUaN5I2JyNrYfc1hs2bN8OOPP2L8+PHo0aMHZs2ahSZNmuD48ePo0aOH9riQkBAcOXIEzs7OePbZZzFmzBgEBwfjl19+4eooREQ24IsvgLlz9e937ChfPETWyu5rDmfMmIEZM2YYdWzLli1x8OBBM0dERESmdugQ8OKLuvvvvw8895x88RBZM7uvOSQioootIQEYPBjIzxf3X34ZeOsteWMismZ2X3NIREQV161bQN++YuoaAOjXD1ixQiyRR1RhqVTAjRvA5cvApUvi38uXgb//Nup0JodERFQhpaWJuQxv3BD3W7YEvvoKcOI3H1UE2dnA1av6yZ8mGUxKEnM2lRH/RIiIqMLJzxd9Ck+fFvfr1gX27AE8PeWMiqiUHj0yTPw0t2/eFHMzlYajo6hVLAGTQyIiqlAkCZg0Cdi/X9yvXBnYuxcoYoVTIvlIEnDnTuHJ3+XLQCErs5XIwwNo0EBswcG62w0aiD+Gf1d9Kw6TQyIiqlAWLwbWrxe3XVzEXIaNG8sbE9m569eBCxcMk7/Ll4HMzNJfz9/fMPHT3K9WrehOtZrOtyVgckhERBXGli3ArFm6+xs3Ap06yRYO2bv4eDE0/sCB0p2nUAA1axZdA+jjY554/8XkkIiIKoTYWE/897+6+4sXAyNGyBcP2bE7d8SM6599BqjVhR/j7CwW9n488WvQQOx3c7NszAUwOSQiIpt39iwwZUod7QDNl14Cpk+XNyayQ1lZwLJl4pdJerpuf506wLBh+rWANWuKASJWiMkhERHZtNu3xVyGaWnii7ZvX2DVKs5lSBakVgPbtgEzZ+rmTgKASpVEP4fXX5e1JrC0mBwSEZHNSk8XE1tfuybuP/kk8L//cS5DsqBjx4CpU4HYWN0+BwdRfR0VBVStKltoZcU/HyIiskn5+cDw4UBcnLhfvXou9uxxgZeXvHGRnbh6FXj7bWDnTv39ffoAH3wAhIbKE5cJMDkkIiKbI0nAa68BP/wg7vv4AKtXJ6F69YbyBkb2YdcuYMwYsQyPRtOmwIcfAj17yhaWqTjIHQAREVFpffAB8Mkn4razM7B7NxAcnCNvUFTx5ecDM2YAQ4boEsNq1YB168RyPBUgMQRYc0hERDbmq6/0RyJv2AB07SqmlCMym/v3RT+Gn3/W7RsxAli7Vgw8qUBYc0hERDbjl1+AF17Q3V+wABg1Sr54yE7ExIjRTprE0MkJWLFCzLpewRJDgDWHRERkI86fBwYOBHJzxf3x44F33pE1JKroJAn49FPRwVXzxgsMBLZvBzp2lDc2M2JySEREVu/uXTEI9OFDcb9XL2DNGs5lSGaUlQW88grw+ee6fR07Al9/DVSvLl9cFsBmZSIismoZGUD//kBSkrgfHi4qbpyd5YyKKrSkJJEIFkwMX39dNCtX8MQQYM0hEVV0kgScOQPs3QtcuiQmp3VyKn5zdwc6dQJatWLVlMxUKtHnXzO/cM2aYvqaCtjNi6zFjz8CI0cCKSnivocHsH69XS3UzeSQiCqejAzg0CGRRezdC/zzT9muU7MmMGgQMHiwqEXgshsWJUmisub778V9b2/x3xkUJG9cVEGp1cCiRcDcueLNB4h1kHftAsLC5I3NwvhJR2RL8vJEPxhvb7kjsT5Xr4pk8IcfgMOHgRwTzHn3zz/AypVi8/cHBgwQyWKPHja1TqotSk4W09V89pm47+Rkl9/RZCmPHgH/+Q+wZ49u3zPPAF98IWZYtzNMDonkplYDJ0+KNcBSUkSP+4cPUfvaNdGm9u99PHwoasQAUaPVoQPQvr3Ymje3vw5YeXnA8eO6hPDs2cKPc3UFunUDnn5a1P45OoqJbPPzRflqbhfcbt4Evv0WOHhQN0IxOVlMqLdhA+DlJa43aBDQty/bOE1IrRYJ4YwZulY9QLTqde8uX1xUgf31l2gduHxZ3FcoxBxJM2aIbih2iMkhkRwkSSSEX38tetYX0uxZ7G/Vf/4B/vc/sQGiT0zr1rqEsW1bwM/PLKHL6sEDYN8+kQz++KP4tV+YmjVF8vb00yIx9PQs/XNNnAgolaIdc9cu8a8mOU9P15W/qysQGSkSxWeeAQICyvzy7N2ffwIvvyymlNPw8hIrkhWc25DIZLZsASZMEC0ygGgh2Lq1wqx0UlZMDoksRZJEr3pNQnj9unHnuboCvr66zdFR1DJqEhUAyMwEjhwRm0aTJrqaxQ4dgCeesL3BFZrBJD/8gPrbt4tf+Jq+QAU5OIiEWJMQNmtmmtfq7S1WRBg+XHx5HDwoEsXvvtNVa+XkiKaoPXtEHJ07i0Rx4ECgVq3yx2AHUlKAWbPEQhMF/3tHjACWLmUfQzKD3FzgzTeBVat0+1q2BHbuBOrUkS8uK8HkkMicJElUh2gSQs1cHAU5O4tfqf37AzVqaJPAc7dvo3H79mLk7OPy88VaYcePi+2334Br1/SPOXtWbOvXi/v+/rpEsX17MRK3sGvLrYjBJAZ1f5UrA717i2Swd2/z19i5u4v/o/79Rfn/8otIFL/5RjRDA6JN9PBhsU2eDEREiOaqwYOBhg3NG58NUqvFTCEzZohKYY3GjYHVq8WSeEQmd+sWMHSo+OzUePFFkSiyLzEAJodEpidJYgH2r78W25Urhsc4OYmmyOeeE4McfH0NDslXqYpO3pycgBYtxPbKK2LfzZu6ZPH4cVG7mJ+vOyc5WQz71Az9dHYWy0EVTBjlmr/L2MEkoaG62sH27eUbPezkJJqru3UDPv5Y1Ajv3i1qHS5d0h0XGyu2mTNFTa4mUQwPt71aXBOLixNv3RMndPs8PYGoKDFC2d660JJleP7xh/h7vHtX7HBxEb9Exo+XNzAro5CkwtpoyJyUSiV8fHyQmpoKb446BQDEx8cjzJaHIUqSaPLUJIQFEwQNR0cxyvW550STYwl9AstdJpmZwB9/6GoWjx/X7+FfmHr19JuimzYVcZtaGQaTnG/QACG9e5s+FlOSJCAxUSSKu3aJHwmFqVNHlyi2a1fmMralvxtJAi5eBA4cEN1F9+4VNYcaw4aJJuSaNcv+HLZUHpbA8ihAkoDlyyG9/TYUKpXYV7s2sGOHqOG3E8bmH6w5JCorSQISEnQJ4d9/Gx7j6CiSG01CaMnBCh4eYiLnTp108V64oN8Uff68/jlXr4ptyxZx38tL9OXT1Cy2aVP2aR3KOZgkLz6+bM9rSQqFSKibNgXmzBG1xt98IxLF48d1HequXQOWLRNb1arivTF4sGhHdXGR8xWY1MOHYkEJTUL4eM8HAAgJEa15HIlMZpOeLpqNv/4a2vr6Hj2Abds4gKwITA6JSisxUZcQPp5cAWJQQpcuoipk0CCgShWLh1gohUJ8E4eEAOPGiX3JycDvv+sSxpgY3ag9QHyoHjwoNs01wsJEotiunWgOz8kx3LKzdbezssTI7BMnCh9MolCIa5l6MIk1qF8fmDpVbHfuiOlxdu0SGZOmyf/ePWDdOrH5+AD9+on3Te/eZRtlLaP8fNGK/uOPIiE8eVK/drCgatWAN94QWwXKh8naXLggfngVbJ2YORN4913ztIpUEEwOiYxx7pwuISysCVShEKNUn3tOfBBVq2b5GMvC318kI/36ift5eaIpVFOz+NtvovO2hqb5/K+/gE8+KfvzWnowiTUIDAReeklsDx+KGtRdu4D9+3UJeWqqqLXdskV0jO/dW8zh8swzVjvfWlKSrmbw0CHxEgrj4gI89ZQYe9Wrl/iNYaUviSqK3bvF309amrjv7Y2kd99F3cmT5Y3LBjA5pPLLzARu3BDbvXuiL11QkNj8/W23FujCBV1CmJBg+LhCIb7tnnsOGDJEfPnbOmdn0f8mIkKMCpAkMeVOwaboM2eKrg4qjrUMJrEGvr7AqFFiy8wUmdWuXWKwkCa7ys4WTdLffCMyqTlzxPtM5owqPV2MGTpwQGyF9abQaNxYJII9e4rfTh4elouT7Fh+vvh7WbJEty80FNi1C2mmWDnJDtjxpzMZTakUNUXXr+uSwIK3k5OLPtfFRYyA1SSLQUFiupaC94OCCm9ulMPFi7qE8K+/Cj+mY0ddQljRJ2BTKMTgiTp1dIvOp6eL5ufYWFHT6OYmBo4U3B7fV6uW6PxNhjw8RDPyoEFi7rUjR3RT5GhGVMbHi/dckybA7NnitoWaxNRq4NQpXe3g8ePiv70wvr5iEH7PnmLjNI9kcffvi8+qQ4d0+4YPF1N6eXqKvyUqEZNDMiRJohl1716x/fqr/pQopZGbK3qhF9YTvYBQNzcxEKGo5FGzmaPq4fJlXUJY1OjS9u11CWF5hlNWBF5eumlcyLRcXHSZ1erVosn53XdF5z1AdGkYORKIjhazRjdtapYwbt3S1Qz+9JP+HIQFOTqK7qKa2sGWLdmNi2QUEwM8+6yotABE68TSpWLOUVttwZIJk0MSMjNFW5EmISxssubHOTqKRKlWLd0WGCj6U926JbabN8W/RX27/MshO1tM/1LYFDAF+fiUnEBWry6+ZCVJNNHdvi1iuH3b8PY//xQ+DyEgRuY+95yYLJVVIGRpjo6iCb5vX5GhRUfrJu29cAEYPRoNa9US+0eNKtfEgFlZ4jegpnawsF4UGvXr65LBbt3EIjJEspIk4NNPgdde062FHhgofvA/9ZS8sdkoJof27PJlXTJY3MTD9euLb4InnjBMBI2tJsjJEaM1NUnjY8lj9tWrcEtOLro3u0ZqqtjOnSv+OH9/kfAWHHlrjIgIkRA++yxQt27pziUyB4VC/P1FRoq/0/nzgaNHAQCuN26Ikefz54sRmKNHG7XCg2Y6Rs2o4l9+EV0cC1OpkkgCNQlhgwamfHFE5ZSVBbz6KrBhg25fhw5iRSq5JvWvAJgc2pOcHPEtoEkIi+pJ7uIieo/37Ss2U6zJ6+qq67tWiIuayVozMnS1ewVrHh9PKEtK+orrB1mQt7eY2mXIEFFDWK9eKV8YkYUoFLrm/KNHRXOzpl9VUpIYBT1njqg9mTRJ/EAqIC9PDJD+5huREN6+XfTTREToRhW3acPVSshKJSWJz+64ON2+yZNFUzLftOXC5LCiu35dTDy8d6/4IsnIKPy4mjVFIqiZeNjLy7Jxanh6AsHBYiuKJIlBMkUlj5pmYw8PXTOzZlDM47c5fJJsUefOQOfOuPzFF2iwdauoAgTEbAFz5gCLF4saxTfewDXH+li/Hvjss6ITwpo1dTWD3bsb5JVE1ufHH0X/W82qTx4eoml55Eh546ogmBxWNJplyTS1g0V1HnJ0FFXvmtrBpk1tp8OuQiH6Hvr4iLkyiOxUZosWoik5NlbUluzYIYYXZ2YCq1ZBtWoNTmII9uNt3IZuiTB3dzFPu6Z2MCTEdv78yc49fAh89BGwcKFulovgYDHCn0sFmgyTw4rgzh0xqvGHH0R7kVJZ+HHVqgF9+ohkMDJSTERMRLYvIgL43/9w89cruPHmcjT74zN4SJlwhBrPYTuew3b8gk441vYtNH/naXSPdDCmayKR9fjrL7HO4ubN+t2K+vcHvviC32cmxuTQFqlUoqZAUzv455+FH6dQiA5DmtrBFi1kn0CXiEwrN1f0HFm3Dti3rz4k6WP4YR7+i0/wGlYiEGKuxE74BZ1O/AK8+YT4cdixo2g94PyTZK3y80Un2ZUrRX/5ghwcdAOx+L1mckwObUVysuhjsXevqCUsasCFr69YcqtvX9FeZC3r+hKRyUgS8McfwPLl1XHggOFMUamO/jjbfxbOjHkTVe9uhsOyD3XrgF+8KLY1a8T9mjV1iWKHDmJta05WSHK6d0/0H/zkEzHdWEGVKgFjxogRyg0byhKePWByaI3y88UfRFIScOyYSAiLW8G+RQtd7WCbNvxgJ6qgbtwQrWpffKHJ9fTXpK5dG5gwQYxFEYv3uAEYD4wfJz5HPvxQjHQuuCLRP/8AX30lNkB8+bZtq0sW27aVb4Aa2Y/8fNEi9skn4r2oma9QIyREJISjR4v3KJkVk0M5HTwofvJrVhDRbDdvFr92baVKoid5376ilrCiL+FGZMfS0kRf+y++ENMcPr7SpJsbMHCg+M7s2bOI34YODkC/fmJTKoETJ8QPz99+E7czM/Wf8KefxAaICzZvrksWO3YUk9ATlcedO+K9p9liY/Xfh4DoGtW/v0gKe/TgqCkLYnIopyFDjD82NFRXO9i+vZiLkIgqnLQ00ff+9GmRu33zTeHTenbqBHTr9g+mTKkJH59SPIG3t26JPkDMcHDmjHiy334TSWPBOW9UKjGPXFyc6PsFiPlKNYlihw7i84ktFlSUnBzxhj5xAvj9d/FvcUuq+voCL74IvPwy556VCZNDK3MfAbiGOriGOrihqIP7/iG436Inqreri2bNgGY1gPqOAD+GiWybJIkpOU+f1t+KW0EyOFjUEI4aJb4z4+MfwsennGt9OzsDrVqJ7fXXRWBJSfrJYmKifpWlppVj61Zx39tb/GjV1C62bi3mLCX7I0mi/4MmCTxxQvyweLyZ+HF16oguDD17AsOHcw5amTE5lNEat6m4mt1QmwxeR21kosAHqgTgAYCf/t3+5e4upiVs1ky3hYVx4loia5WfL5ZDfjwRLGHJcQCiEmX4cJEUtmljgZY1hUJknvXqiSwUAB49El/2mmQxJka/OlOpFAPl9u8X952cRF9oTbLYoQOXMquoMjLEjBkFm4iLmm1dw91dTL/Uti3Qrp14Y/P9YVWYHMro5bvz4OLijZs3RZ/wGzd0/2q2ixcNFzXJyhLdM2Jj9ffXqCGSxIJJY6NGbIEmsqSCzcKaLSGh6LWLC3JzE3+34eFia94caNlSrD4pq8qVxRypffqI+7m54oVp+i3+9htw967ueM3ggthYYPlysa9+ff1+i40bcwoSWyNJomq7YCJ45ozoelCchg1FIqjZwsLEDwiyWvzfkZmbm1jIvqjF7NVq4OpV8WVTcLt82bBj+s2bYtP8eAdEi1HjxvoJY7NmQGAg+/YSlUdZmoULqlJFVK5pEsHwcLGMuU18Z7q4iKbj1q2BqVNFYVy5op8snj2rf86VK2L78ktx39dXJIn/LgWI8HAbefF2JDVVJPiaJuKTJ0tet97bW9QEahLBNm3YrGWD+Jdo5RwcdMnjoEG6/enpohtQfLx+0vjwof75eXm6xwry9zdMGJs0YTcPosKUp1lYoRBJX8EkMDy8gv1AUyh0H1QvvCD2paSIpTw1yWJMjBiYoPHwIfD992IDxCwMBZPFli3Fr1uyDLVaJPQFawXPnjWshShIoRCDkdq10yWDISGsEa4AmBzaKC8v8YOsTRvdPkkSNYeP1zKeP29Y65+cLKbFOHxYt8/BQXyJPd40XacO/9bJPmRni/l3b9wQrWWaJDA+vmzNwuHh4u/JLqcJ9PPTTZ8DiMQwLk6XLP76q34tVFqaWOpl3z5x39NTDHLp3FnUUDZtWsEyapnduiVqBWNidFtRS69qBAToNw9HRIiaQqpwmBxWIAqFWOygZk0x441GTo5IEB9PGu/c0T9frRa1IxcuADt26PZXqiSapqtXB6pWFc1hVavqNs39gAC2CpHlSJL40ZObW/iWl2e4Lz1ddI0ruN27p7td0ndjQTbdLCwHV1dRw9SuHfDWW7qaql9+ERNzHz2q328xI0N/vkVAJJxNm+pvoaFiPxUtNVUsqRMTo0sIb94s/hwnJ9HpVTNopG1b0W+Uybld4MeYHXB1FX/jzZvr7793T79ZOj5edJwv2PIDiB/0MTHGPZefn6g9cXYW3ZKK+7fg7YyMGqhatfDHjDm/sH/d3UUzuaen2Fxd+blmSmq1mLM2PV28R9LTddvj97OySk7cSno8MzMEarX+48W1eJmKXTQLy8HBQZfgvfyy+M/8+29donj0qGECk5IiksnH19kNCgKaNkVgYCDQpYu4ZpMm9jWdjlotfvEnJWm3mr//LjrBapZOLE5QkH7z8JNPsp+RHWNyWErp6emYPXs2vv76a6SkpCAkJAQzZszA8OHD5Q6t1KpWBbp3F5tGfr74LHm8lrG4+UoLSkkpazTm/+Xv4KBLFB/fKlUSTX+P/1vYvoKPeXraXpO7SiUSNqVSf0tNNdxX3P60NMskZzrm63/m4yP+HqpVE1tgoKiQsutmYUtTKMT0Co0aARMn6g9y0fxyTUgovMbr1i3g1i1UAcRSMprr1atnWNNoq1M4qNViipikJPGBXCAJ1O57bC5B36KuVamSaBLWDCqKiBBNTkT/YnJYSoMHD0ZsbCyWLFmChg0bYuvWrRgxYgTUajVGjhwpd3jl5uQk+hOHhADPPafbn5srOt/fvy9qHDVbwfv374tjcnL0a3csWctTHLVaJDRpaaa9bmHJZXFJZVHHuLvrykiSgHv3nHDrlrhdcH/B5K6oxK2kpM4WuLjobwpFLjw9XbT3NTXERW2FPe7hoZ8EVqsm7ru5yf1qyUDBQS4FPXwoRuNpksWEBJE8Pv7LVJNcXrkCfPedbr+Tk5ha5fGksX59eVd5KZj8FbZdv17yRNKFcXERzUaaRLB1a/H6be1XLVmUQpLk/sq2HXv37sXTTz+tTQg1evbsicTERFy/fh2ORny4KJVK+Pj4IDU1Fd521JlXpTJMGDX/Jib+jXr1Ghb6WF5e0ecV91hWlui2VNxmzCAD0vHyEv3Pvb1FQuvtbZjoFtw0+9zcRLO+MQmci4v4jn68yTY+Ph5hYWHyvHArxTL5lyQBd+/iyvffo35Ghn7i+PhEsUVxcxNN0Y8njTVrmqb/gLmSP0D8kdWta7BdzM/HEwMHWsFEmdbD3v9mjM0/WHNYCrt374aXlxeGDh2qt3/s2LEYOXIkTp48ifbt28sUnfVzdBRbYbU0WVk5kOPvVaUS/eY0feQe/7ewfSUdk5dn+ddREk0ip9l8fPTvl7Rfkwxy+VyySgoFEBiIDM0EyxpqtUi6CiaLCQnAuXOGiVh2tm4N6YK8vXWJYvXqhh2fC9syM/WbezX/lvXDwctLNJEXkgCibl0xZ2QhCWx2fDwTQyoTJoelkJCQgMaNG8PpseGIzZo10z7O5NC2ODqKpKdSJdNdMze3bMllVpb4fNd8xqelpcLHxweA/n4Hh9Ile15ebEEiO+XgoEugNFPqALrO1Y8njRcvioSyIKVSzNd4/Lj54qxUqejEr5jkj8hcmByWQnJyMurXr2+w3+/faRSSi5g5PicnBzkFhgArSzNfBtkcFxcxyXh5FwWIj79u180fRGZTsHP1s8/q9mdni1rFx5PG69fL93yVKhnW/NWpw+SPrBaTw1JSFPMHXNRjixcvRnR0tMH+xMREeHEYJACRMMfHx8sdhlVhmehjeRhimegzSXk4OenmK/qXQ3o6XC9fhmNaGhT5+YZbXh4U+fnAv7clZ2fkBQUhNygIuTVqQF2pUtHJn2bdUzPg+8OQvZdJenq6UccxOSwFf3//QmsHU/4dJedXxESsM2fOxNSpU7X3lUolatWqhdDQULsakFIce+8kXBiWiT6WhyGWiT6zlke7dua5rhnx/WHI3svE2JZL9kQqhbCwMJw7dw75+fl6+zW/Qpo2bVroea6urvD29tbbiIiIiKwRk8NSGDRoENLT07Fz5069/Zs2bUJQUBDaFFzomIiIiMgGsVm5FPr06YPIyEhMmjQJSqUSwcHB2LZtG/bv34/NmzcbNcchERERkTVjclhKu3btwqxZszB37lzt8nnbtm2zyeXziIiIiB7H5LCUvLy8sGLFCqxYsULuUIiIiIhMjn0OiYiIiEiLNYcyUKlUAIB//vmHI5f/dffuXfj6+sodhlVhmehjeRhimehjeehjeRiy9zLRTGWjyUOKwuRQBmfPngUAhIaGyhwJERER2ZtLly4hIiKiyMeZHMqgZs2aAIAbN26w5vBfiYmJTJYfwzLRx/IwxDLRx/LQx/IwZO9lolmEIzg4uNjjmBzKQDPlDSfE1vHy8mJZPIZloo/lYYhloo/loY/lYYhlIpQ09R4HpBARERGRFpNDIiIiItJicigDV1dXuUMgIiIiKhSTQxkwOSQiIiJrxQEpRGRXVCoV8vLy5A7DJCRJQnZ2ttxhlJqjoyOcnZ3lDoOIisDkUE6nTwNeXsUfExAA1K5tkXAqnOvXgQcPSj6OZVx2NlTGkiThzp07SE1NhSRJssZiKpIk4erVq+JOfj6gVpd8koMD4CT/R7+rqysCAgJsa+SoDb3fbRbL2CrI/wlhzzp3LvkYNzfgwgX+EZTW9etAo0aAMbUqLOOysbEyTk1NxaNHj1ClShV4enpCoVDIFoupZGVlwd3dHcjNBS5eBIxJehUKoE4dwMXF/AEWQpIk5OXlITU1FTdv3gQA20gQbez9bpNYxlaDyaG1y84Wv6L4B1A6Dx4Y9wEDsIzLyobKWJIk3Lt3D97e3ggICJAlBnNQq9Vwc3MDVCrjEkNAHOfoKL5cZeLu7o5KlSrhn3/+wYMHD2wjObSh97vNYhlbDQ5IIaIKT6VSQaVS2UYSYicUCgV8fHyQk5NTYfqAElUUTA6JqMLLz88HADhZQV870tEMSlGpVDJHQkQFMTkkIrtREfoZViT8/yCyTvwZTURk7AhJc+LoSyKyEkwOici+lWaEpDlx9CURWQk2KxORfSvNCElz0oy+rACOHDkChUKBI0eOyB0KEZUBk0MiIiIi0mJySERERERaTA6JiCqAH44dQ/jIkXBt3x71BgzA0i+/RNS6dVBERAAAkm7dgiIiAhu//97gXIVCgaioKO39S5cuYezYsXjiiSfg4eGBGjVqoH///oiPjzc49/z58+jduzc8PDwQEBCA//73v0hLSzPb6yQi8+OAFCIiG3fo8GEMeOsttAsLw1cLF0KlVuP9L77A3ZSUMl3v1q1b8Pf3x5IlS1ClShWkpKRg06ZNaNOmDU6dOoVGjRoBAO7evYvOnTvD2dkZa9asQbVq1bBlyxa8+uqrpnx5RGRhTA6JiGzcrPnzUc3PDz+tWgU3V1cAQK+2bVF3wIAyXa9Tp07o1KmT9r5KpcLTTz+N0NBQrF27Fh999BEAYNmyZbh//z5OnTqF5s2bAwD69OmDnj174vr16+V8VUQkFzYrExHZsIyMDMT++ScGd+2qTQwBoJKnJ/p37Fima+bn52PRokVo0qQJXFxc4OTkBBcXF1y8eBHnzp3THnf48GGEhoZqE0ONkSNHlu3FEJFVYM0hEZENe/jwIdRqNQL9/Q0eK2yfMaZOnYrVq1dj+vTp6Ny5M3x9feHg4IDx48cjKytLe1xycjLq1atn+LyBgWV6XiKyDkwOiYhsmK+vLxQKBe4kJxs8VnCfm4sLACAnL0/vmORCztu8eTNGjx6NRYsW6e1/8OABKleurL3v7++PO3fuGD5vIfuIyHawWZmIyIZ5enqidatW2HX4MLJzcrT70zIy8P2xY9r71fz94ebqir8uXtQ7/9tvvzW4pkKhgGuBJmoA+OGHH3Dz5k29fV27dkViYiLOnDmjt3/r1q1lfj1EJD/WHBIR2bh358xB74EDEfnqq3jz+eehUqvx3qZN8HRzQ0pqKgCR8I3q3Rsbvv8eDVauRPOICMTExBSayPXr1w8bN25ESEgImjVrhj///BMffPABatasqXfclClTsGHDBjz99NNYsGCBdrTy+fPnLfK6icg8WHNIRPYtIECsayw3NzcRSxlEduuGbz74AMqMDAx75x1MXbYMQ7p1w7hnntE77sMpUzCqd2+8v2wZBgwYgN9//x179uwxuN6KFSswatQoLF68GP3798d3332HXbt2oUGDBnrHBQYG4ujRo2jSpAkmTZqEUaNGwc3NDatWrSrT6yAi68CaQyKyb7VrAxcuyL+ucUCAiKWM+nfqhP4Fpp8BgKh16/Tue3t54dPZs4HGjQFPT+1+SZL0jqtcuTLWr19v8ByFrZXcuHFjHDhwwGD/49ckItvB5JCIqHbtciVmREQVCZuViYiIiEiLySERUQUVNXEipNhYucMgIhvD5JCIiIiItJgcEpHd4CAJ68L/DyLrxAEpVu42gNsF1jKVSw2VCtUcHY069rZKhdtGHquRmZmJuLi4soRWKPdz59DYyGOttowzM4EiyqQsZWxqli7j8rxHJEmCo6MjstPT4a5Wl3h8LoC8Eo+yDBcAzkU9qFYDGRlAdrbR18sFkFeK483FBUBeRgaQkwPHxERAoSjyWGPf76b+HCnIFj9T1BkZRX6GPM5ePlNM/R4x93ejqaWnpxt1nELiTzeLUyqV8PHxQSoA7xKOjXJ0RLRKZYmwilQLwGUnJzjn5xt1fFliXrBgAWbPnl2G6ApXmpittYzjFyxAWBFlYq0xF8UU8ZbnPaJQKLD5s8/QKSwMNUs+HLf+3eTmAqCpQgGHIj6mM2vUgMdjq5aUxBpemwuAUIUCt9Rq5B05gvrTphV7vLHvH1N/jhRki58p3y9ahObvvGPU8dYSs7nL2JTvEUt8N5pLamoqvL2LzkCYHMpAmxwePQpvL69ij7WGXxru586h8ahRRh9/G8DtzZvFXGpGyszMhIeHRxmiK5qxv+istYyLSw7LUsbmYMkyLu97xPnGDTh5eKCKry88ARRdTyVq1/Jr1AAeW0LO0hxycuBWTPKXVbUq3O/d0+0wIuZcAMZ9lZmPKjMT2bdvI/32bdRYtAjeJ08We7yx73dzfI4UZGufKflJSUV+hjzOXj5TTPkescR3o6mlp6ejc+fOJSaHbFaWU3g4UMx/DgBU/3ezJdUBVG/cGHjySaPPiY+PR1hYmPmCKoa9lLGcTFHG5X2PSJKEO2vW4EHfvrjv4VFsMyYAwNkZcHEp8/OZRG5usZNz5+bnw+XRI90Oa4jZGDk5cD1yBDV27iwxMQSMf7/L+TlSkLV8psQnJRl9rL18psj+XSNzGSuVSqOOY3JIRHZBoVCg+oYNqPq//yHP37/k5HDnTqBRI8sEV5TEROC//y3y4b+nTEG95ct1O6whZiM4JibCuYSmZCKSD5NDIrIrjhkZcMzIKPlAhUL+NZcVCuDataIfzsiAW8HHrSFmY5SUmBORrDiVDRERERFpMTkkIiIiIi0mh0RERESkxeSQiIiIiLSYHBIRERGRFpNDIiIiItJickhEREREWkwOiYiIiEiLySERERERaTE5JCIiIiItJodEREREpMXkkIiIiIi0mBwSERERkRaTQyIiIiLSYnJIRERERFpMDomIiIhIi8khEREREWk5yR2APZIkCQCgVCpljsRI6ellO6cUry89Pd12ysMcCinj9OxsFFsipSxjW1fu90hp38fWUL4lxGzwHrGGmI1hps8Uu/8cKSg9veTPkELOsYn3TzmY9D1ige9GU9O8dk0eUhSFVNIRZHJXrlxBgwYN5A6DiIiI7NCNGzdQs2bNIh9nzaEM/Pz8AADXr1+Hj4+PzNHIT6lUolatWrhx4wa8vb3lDscqsEz0sTwMsUz0sTz0sTwMsUxEjWFaWhqCgoKKPY7JoQwcHERXTx8fH7t9gxbG29ub5fEYlok+lochlok+loc+lochey8TYyqlOCCFiIiIiLSYHBIRERGRFpNDGbi6umLevHlwdXWVOxSrwPIwxDLRx/IwxDLRx/LQx/IwxDIxHkcrExEREZEWaw6JiIiISIvJIRERERFpMTkkIiIiIi0mhxaUnp6OKVOmICgoCG5ubggPD8dXX30ld1iy+PnnnzFu3DiEhITA09MTNWrUwIABA/Dnn3/KHZrVWL9+PRQKBby8vOQORVbHjh1D37594evrC3d3dzzxxBN499135Q5LFqdOncLAgQMRFBQEDw8PhISEYP78+cjMzJQ7NLNLS0vDtGnT0LNnT1SpUgUKhQJRUVGFHhsXF4cePXrAy8sLlStXxuDBg3HlyhXLBmwBxpSJSqXCRx99hN69e6NmzZrw8PBA48aNMWPGDDx69EiWuM2lNO8RDUmS0KlTJygUCrz66quWCdQGMDm0oMGDB2PTpk2YN28e9u3bh4iICIwYMQJbt26VOzSL+7//+z8kJSXh9ddfx969e7FixQrcu3cPbdu2xc8//yx3eLK7efMm3nrrrRJnsa/otm7dis6dO8PHxwdffPEF9u7di+nTp5e4LmhFdPbsWbRv3x5JSUlYvnw59uzZg+HDh2P+/PkYMWKE3OGZXXJyMtatW4ecnBwMHDiwyOPOnz+PLl26IDc3F19//TU2bNiAv//+G0899RTu379vuYAtwJgyycrKQlRUFOrUqYPly5dj7969mDBhAtatW4cOHTogKyvLskGbkbHvkYJWr16NS5cumTcwWySRRfzwww8SAGnr1q16+yMjI6WgoCApPz9fpsjkcffuXYN9aWlpUrVq1aTu3bvLEJF16devn9S/f3/phRdekDw9PeUORxb//POP5OnpKU2aNEnuUKzCrFmzJADSpUuX9PZPnDhRAiClpKTIFJllqNVqSa1WS5IkSffv35cASPPmzTM4bujQoVJAQICUmpqq3ZeUlCQ5OztL06ZNs1S4FmFMmeTn50sPHjwwOHf79u0SAOnLL7+0RKgWYex7ROPq1auSl5eXtGvXLgmA9Morr1goUuvHmkML2b17N7y8vDB06FC9/WPHjsWtW7dw8uRJmSKTR9WqVQ32eXl5oUmTJrhx44YMEVmPzZs34+jRo1izZo3cochq/fr1yMjIwPTp0+UOxSo4OzsDMFz6qnLlynBwcICLi4scYVmMQqGAQqEo9pj8/Hzs2bMHQ4YM0VserU6dOujatSt2795t7jAtypgycXR0hL+/v8H+1q1bA0CF+rw1pjwKmjhxIiIjIzFo0CAzRmWbmBxaSEJCAho3bgwnJ/3lrJs1a6Z93N6lpqYiLi4OoaGhcocim3v37mHKlClYsmQJatasKXc4svrll1/g5+eH8+fPIzw8HE5OTqhatSr++9//QqlUyh2exb3wwguoXLkyJk2ahCtXriAtLQ179uzB2rVr8corr8DT01PuEGV3+fJlZGVlaT9XC2rWrBkuXbqE7OxsGSKzPpruO/b6ebt+/XrExMRg1apVcodilZgcWkhycjL8/PwM9mv2JScnWzokq/PKK68gIyMDs2bNkjsU2bz88sto1KgRJk2aJHcosrt58yYyMzMxdOhQDBs2DAcPHsTbb7+NL774An379rW7fod169bF77//joSEBDRo0ADe3t7o378/XnjhBaxYsULu8KyC5nO0qM9aSZLw8OFDS4dldW7evIkZM2agVatW6Nevn9zhWJymT/f7779v9/26i+JU8iFkKsVVd5emKrwimjNnDrZs2YKVK1eiZcuWcocji507d+L777/HqVOn7P79AABqtRrZ2dmYN28eZsyYAQDo0qULXFxcMGXKFBw6dAg9evSQOUrLSUpKQv/+/VGtWjXs2LEDVapUwcmTJ7FgwQKkp6fjs88+kztEq8HP2qKlpKRof1z973//g4OD/dUR/fe//0Xz5s0xYcIEuUOxWkwOLcTf37/Q2sGUlBQAhf/StRfR0dFYsGABFi5caLdTCaSnp+OVV17Ba6+9hqCgIO0UE7m5uQCAR48ewdnZ2a6aDv39/XHx4kX06tVLb3+fPn0wZcoU7XQl9mLGjBlQKpU4ffq09n3QqVMnBAQEYNy4cRg9ejQ6d+4sc5Ty0vStK+qzVqFQoHLlyhaOyno8fPgQkZGRuHnzJn7++WfUr19f7pAsbseOHdi/fz+OHTuG1NRUvcdyc3Px6NEjeHp6avv42iv7+8kgk7CwMJw7dw75+fl6++Pj4wEATZs2lSMs2UVHRyMqKgpRUVF455135A5HNg8ePMDdu3fx4YcfwtfXV7tt27YNGRkZ8PX1xfPPPy93mBZVWL8xANrmZHur8Th9+jSaNGli8AMhIiICAPstA0CDBg3g7u6u/VwtKD4+HsHBwXBzc5MhMvk9fPgQPXr0wNWrV/HTTz8V+fdV0SUkJCA/Px9t27bV+6wFgE8//RS+vr744YcfZI5Sfvb16SqjQYMGIT09HTt37tTbv2nTJgQFBaFNmzYyRSafd999F1FRUZg9ezbmzZsndziyCgwMxOHDhw22Xr16wc3NDYcPH8aCBQvkDtOihgwZAgDYt2+f3v69e/cCANq2bWvxmOQUFBSExMREpKen6+3//fffAcDuBzABgJOTE/r3749du3YhLS1Nu//69es4fPgwBg8eLGN08tEkhleuXMGBAwfQokULuUOSzZgxYwr9rAWAgQMH4vDhw+jYsaPMUcqPzcoW0qdPH0RGRmLSpElQKpUIDg7Gtm3bsH//fmzevBmOjo5yh2hRH374IebOnYvevXvj6aefxokTJ/Qet7cvfjc3N3Tp0sVg/8aNG+Ho6FjoYxVdz5490b9/f8yfPx9qtRpt27bFH3/8gejoaPTr18/uPsCnTJmCgQMHIjIyEm+88QYCAgJw4sQJLF68GE2aNEGfPn3kDtHs9u3bh4yMDG3id/bsWezYsQMA0LdvX3h4eCA6OhoRERHo168fZsyYgezsbMydOxcBAQF488035QzfLEoqE4VCgV69euHUqVNYvnw58vPz9T5vq1SpggYNGsgSuzmUVB5169ZF3bp1Cz23Ro0advlZWyh5p1m0L2lpadLkyZOlwMBAycXFRWrWrJm0bds2ucOSRefOnSUARW4k2PMk2JIkSZmZmdL06dOlWrVqSU5OTlLt2rWlmTNnStnZ2XKHJouff/5Z6tmzpxQYGCi5u7tLDRs2lN58881CJzmuiOrUqVPkZ8bVq1e1x/3xxx9S9+7dJQ8PD8nb21saOHCgweThFUVJZXL16tViP2tfeOEFuV+CSRn7HnkcOAm2HoUk2dl8EERERERUJPY5JCIiIiItJodEREREpMXkkIiIiIi0mBwSERERkRaTQyIiIiLSYnJIRERERFpMDomIiIhIi8khEREREWkxOSQiskJjxoyBQqGAQqFA06ZNTXrtKVOmaK/t5eVl0msTke1jckhEZKUCAwPx+++/Y+vWrSa97htvvIHff/8dffv2Nel1iahicJI7ACIiKpyrqyvatm1r8uvWqVMHderUQZUqVUx+bSKyfaw5JCIyo/v372PixImoVasWXF1dUaVKFXTo0AEHDx4s8zUVCgVeffVVfP7552jUqBHc3d3RqlUrnDhxApIk4YMPPkC9evXg5eWFbt264dKlSyZ8RURU0bHmkIjIjP7zn/8gLi4OCxcuRMOGDfHo0SPExcUhOTm5XNfds2cPTp06hSVLlkChUGD69Ol4+umn8cILL+DKlStYtWoVUlNTMXXqVAwZMgSnT5+GQqEw0asiooqMySERkRn99ttvGD9+PCZMmKDdN2DAgHJfNycnBwcOHICnpycAUZs4cOBAHD58GHFxcdpE8P79+5gyZQoSEhIQFhZW7uclooqPzcpERGbUunVrbNy4EQsWLMCJEyeQl5dnkut27dpVmxgCQOPGjQEAffr00ash1Oy/du2aSZ6XiCo+JodERGb0v//9Dy+88ALWr1+Pdu3awc/PD6NHj8adO3fKdV0/Pz+9+y4uLsXuz87OLtfzEZH9YHJIRGRGAQEBWL58OZKSknDt2jUsXrwYu3btwpgxY+QOjYioUEwOiYgspHbt2nj11VcRGRmJuLg4ucMhIioUB6QQEZlJamoqunbtipEjRyIkJASVKlVCbGws9u/fj8GDB8sdHhFRoZgcEhGZiZubG9q0aYMvv/wSSUlJyMvLQ+3atTF9+nRMmzZN7vCIiArF5JCIyExcXV3xf//3f+W6Rn5+PhQKBRwdHbX7JEkyOK5u3bqF7u/SpYvBfrVaDbVaXejxRETsc0hEZKWuXbsGZ2dnNG/e3KTXnTp1KpydnfHFF1+Y9LpEVDEoJP50JCKyOklJSXjw4AEAwN3dHaGhoSa79o0bN3D37l0AgKOjI1q0aGGyaxOR7WNySERERERabFYmIiIiIi0mh0RERESkxeSQiIiIiLSYHBIRERGRFpNDIiIiItJickhEREREWkwOiYiIiEiLySERERERaf0/D2DAJNiktjoAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "from ocelot import *\n", "from ocelot.gui import *\n", "\n", "# define elements of the lattice\n", "d = Drift(1.)\n", "qf = Quadrupole(l=0.3, k1=1)\n", "qd = Quadrupole(l=0.3, k1=-1)\n", "m = Marker()\n", "fodo = (qf, d, qd, d)\n", "cell = (fodo*3, m, qd, fodo*3)\n", "\n", "# init MagneticLattice\n", "lat = MagneticLattice(cell)\n", "\n", "# calc twiss\n", "tws0 = Twiss()\n", "tws0.beta_x = 10\n", "tws0.beta_y = 10\n", "tws = twiss(lat, tws0)\n", "plot_opt_func(lat, tws)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Tracking" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "# generate ParticleArray\n", "parray = generate_parray(tws=tws[0])" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "show_e_beam(parray)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "z = 15.9 / 15.900000000000004. Applied: 004. Applied: " ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from ocelot.cpbd.physics_proc import SaveBeam\n", "navi = Navigator(lat)\n", "\n", "# define SaveBeam \n", "sv = SaveBeam(filename=\"test.npz\")\n", "navi.add_physics_proc(sv, m, m)\n", "\n", "tws_track, _ = track(lat, parray, navi)\n", "\n", "plot_opt_func(lat, tws_track)\n" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "parray_dump = load_particle_array(\"test.npz\")\n", "show_e_beam(parray_dump)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### CopyBeam\n", "The same idea to dump the particle array but not on a hard disc but rather to the memory. \n", "The usage is similar:\n", "```\n", "cb = CopyBeam()\n", "navi.add_physics_proc(cb, m, m)\n", "\n", "parray_copied = cb.parray\n", "```\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Energy jitter. Or simulation of the jitter in the RF parameters\n", "\n", "\n", "*This notebook was created as a response to an open [issue](https://github.com/ocelot-collab/ocelot/issues/142) on GitHub, October 2022*" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "# import modules\n", "from ocelot import *\n", "from ocelot.gui.accelerator import *\n", "from ocelot.utils import *\n", "import copy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "I reuse some part of the [\"Tutorial N9. Simple accelerator based THz source\"](https://nbviewer.org/github/ocelot-collab/ocelot/blob/master/demos/ipython_tutorials/9_thz_source.ipynb) but remove undulator, simplified cavities and added additional cavity and new bunch compressor. \n", "\n", "Note the Twiss parameters are not optimize and we are not interested in transverse dynamics. \n", "\n", "### Lattice" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "[INFO ] \u001b[0mTwiss parameters have priority. sigma_{x, px, y, py} will be redefined\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "beam energy after the gun: 0.005\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Egun = 0.005\n", "gamma = Egun/m_e_GeV\n", "beta = np.sqrt(1 - gamma**-2)\n", "#Initial Twiss parameters\n", "tws0 = Twiss()\n", "tws0.emit_x = 0.5e-6/gamma/beta\n", "tws0.emit_y = 0.5e-6/gamma/beta\n", "tws0.beta_x = 29.171\n", "tws0.beta_y = 29.171\n", "tws0.alpha_x = 10.955\n", "tws0.alpha_y = 10.955\n", "tws0.gamma_x = 4.148367385417024\n", "tws0.gamma_y = 4.148367385417024\n", "tws0.E = Egun\n", "\n", "parray_init = generate_parray(sigma_tau=0.001, sigma_p=1e-3, charge=250e-12,\n", " chirp=0, tws=tws0)\n", "show_e_beam(parray_init)\n", "print(\"beam energy after the gun: \", parray_init.E)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Egun = 0.005\n", "gamma = Egun/m_e_GeV\n", "beta = np.sqrt(1 - gamma**-2)\n", "#Initial Twiss parameters\n", "tws0 = Twiss()\n", "tws0.emit_x = 0.5e-6/gamma/beta\n", "tws0.emit_y = 0.5e-6/gamma/beta\n", "tws0.beta_x = 29.171\n", "tws0.beta_y = 29.171\n", "tws0.alpha_x = 10.955\n", "tws0.alpha_y = 10.955\n", "tws0.gamma_x = 4.148367385417024\n", "tws0.gamma_y = 4.148367385417024\n", "tws0.E = Egun\n", "\n", "# Drifts\n", "D0 = Drift(l=3.52)\n", "D1 = Drift(l=0.3459)\n", "D2 = Drift(l=0.2043)\n", "D3 = Drift(l=0.85)\n", "D4 = Drift(l=0.202)\n", "D5 = Drift(l=0.262)\n", "D6 = Drift(l=2.9)\n", "D8 = Drift(l=1.8)\n", "D9 = Drift(l=0.9)\n", "D11 = Drift(l=1.31)\n", "D12 = Drift(l=0.81)\n", "D13 = Drift(l=0.50)\n", "D14 = Drift(l=1.0)\n", "D15 = Drift(l=1.5)\n", "D18 = Drift(l=0.97)\n", "D19 = Drift(l=2.3)\n", "D20 = Drift(l=2.45)\n", "\n", "\n", "# Quadrupoles\n", "q1 = Quadrupole(l=0.3, k1=-1.537886, eid='Q1')\n", "q2 = Quadrupole(l=0.3, k1=1.435078, eid='Q2')\n", "q3 = Quadrupole(l=0.2, k1=1.637, eid='Q3')\n", "q4 = Quadrupole(l=0.2, k1=-2.60970, eid='Q4')\n", "q5 = Quadrupole(l=0.2, k1=3.4320, eid='Q5')\n", "q6 = Quadrupole(l=0.2, k1=-1.9635, eid='Q6')\n", "q7 = Quadrupole(l=0.2, k1=-0.7968, eid='Q7')\n", "q8 = Quadrupole(l=0.2, k1=2.7285, eid='Q8')\n", "q9 = Quadrupole(l=0.2, k1=-3.4773, eid='Q9')\n", "q10 = Quadrupole(l=0.2, k1=0.780, eid='Q10')\n", "q11 = Quadrupole(l=0.2, k1=-1.631, eid='Q11')\n", "q12 = Quadrupole(l=0.2, k1=1.762, eid='Q12')\n", "q13 = Quadrupole(l=0.2, k1=-1.8, eid='Q13')\n", "q14 = Quadrupole(l=0.2, k1=1.8, eid='Q14')\n", "q15 = Quadrupole(l=0.2, k1=-1.8, eid='Q15')\n", "\n", "\n", "# SBends\n", "b1 = SBend(l=0.501471120927, angle=0.1327297047, e2=0.132729705, tilt=1.570796327, eid='B1')\n", "b2 = SBend(l=0.501471120927, angle=-0.1327297047, e1=-0.132729705, tilt=1.570796327, eid='B2')\n", "b3 = SBend(l=0.501471120927, angle=-0.1327297047, e2=-0.132729705, tilt=1.570796327, eid='B3')\n", "b4 = SBend(l=0.501471120927, angle=0.1327297047, e1=0.132729705, tilt=1.570796327, eid='B4')\n", "\n", "# Cavitys\n", "c1 = Cavity(l=1.0377*8, v=0.1547, phi=24.625, freq=1300000000.0, eid='C1')\n", "c13 = Cavity(l=0.346*8, v=0.0158, phi=188.68, freq=3900000000.0, eid='C3')\n", "c2 = Cavity(l=1.0377*8, v=0.57/np.cos(30*np.pi/180), phi=30, freq=1300000000.0, eid='C1')\n", "\n", "m_i1_end = Marker(\"I1End\")\n", "m_l1_end = Marker(\"L1End\")\n", "# Lattice \n", "cell = (D0, c1, D2, q1, D3, q2, D4, c13, D6, q3, \n", " m_i1_end,\n", " D6, q4, D8, q5, D9, q6, D9, q7, D11, q8, D12, q9, D13, b1, D14, b2, D15, b3, \n", " D14, b4, D11, q12, D3, q11,D13, c2, m_l1_end, D11, q14, D3, q13,\n", " D13, b1, D14, b2, D15, b3,D14, b4, )\n", "\n", "lat = MagneticLattice(cell)\n", "\n", "tws = twiss(lat, tws0)\n", "plot_opt_func(lat, tws, top_plot=[\"Dy\"], legend=False, fig_name=100)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Track beam without any errors in the RF system" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "z = 55.299268967416005 / 55.29926896741601. Applied: " ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "ParticleArray: \n", "Ref. energy : 0.7 GeV \n", "Ave. energy : 0.7 GeV \n", "std(x) : 0.076 mm\n", "std(px) : 0.008 mrad\n", "std(y) : 0.084 mm\n", "std(py) : 0.006 mrad\n", "std(p) : 0.0075\n", "std(tau) : 0.056 mm\n", "Charge : 0.25 nC \n", "s pos : 55.29926896741601 m \n", "n particles : 200000\n", "\n" ] } ], "source": [ "parray = copy.deepcopy(parray_init)\n", "#cb = CopyBeam()\n", "\n", "navi = Navigator(lat)\n", "#navi.add_physics_proc(cb, m_i1_end,m_i1_end)\n", "tws_track, parray = track(lat, parray, navi)\n", "show_e_beam(parray, nfig=201)\n", "plt.show()\n", "print(parray)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Introduce errors in the RF system\n", "let's suppose we have errors in phase 0.1 deg in all cavities. \n", "And we track the beam without any modifications in the lattice. However we will have a look on the beam energy after injector and last accelerator. In ideal machine the energies should be 130 MeV and 700 MeV. " ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "z = 55.299268967416005 / 55.29926896741601. Applied: opyBeam" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "beam energy after third harmonic: 0.12989482081125267\n", "beam energy after the last cavity: 0.6993195831447575\n" ] } ], "source": [ "c1.phi = 24.625 + 0.1\n", "c13.phi = 188.68 - 0.1\n", "c2.phi = 30 + 0.1\n", "\n", "parray = copy.deepcopy(parray_init)\n", "\n", "navi = Navigator(lat)\n", "\n", "cb1 = CopyBeam()\n", "cb2 = CopyBeam()\n", "\n", "navi.add_physics_proc(cb1, m_i1_end, m_i1_end)\n", "navi.add_physics_proc(cb2, m_l1_end, m_l1_end)\n", "\n", "tws_track, parray = track(lat, parray, navi)\n", "show_e_beam(parray, nfig=201)\n", "plt.show()\n", "print(f\"beam energy after third harmonic: {cb1.parray.E}\")\n", "print(f\"beam energy after the last cavity: {cb2.parray.E}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, we can clearly see that the amplitude of the beam current has changed, which is not surprising. \n", "And secondly, that the beam gains slightly different energy in the two accelerator stages.\n", "The property ```E``` in object ```ParticleArray``` is resposible for the calculation of the beam reference energy. \n", "\n", "In OCELOT there is no reference energy for the magnets. This means that the magnets will now \"act\" as if they were instantly tuned to the new reference energy. And this is not how it happens in real accelerator.\n", "\n", "To overcome this a new Physics Process ```LatticeEnergyProfile``` was introduced.\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Define energy profile\n", "\n", "The ```LatticeEnergyProfile``` class has an attribute which is a reference energy ```Eref```. The object just shift 6th coordinate in a ParticleArray according to a new reference energy. " ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "z = 55.299268967416005 / 55.29926896741601. Applied: atticeEnergyProfile, CopyBeam" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "beam energy after third harmonic: 0.13\n", "beam energy after the last cavity: 0.7\n" ] } ], "source": [ "from ocelot.cpbd.physics_proc import LatticeEnergyProfile\n", "\n", "navi = Navigator(lat)\n", "e_prof1 = LatticeEnergyProfile(Eref=0.13)\n", "e_prof2 = LatticeEnergyProfile(Eref=0.7)\n", "navi.add_physics_proc(e_prof1, m_i1_end, m_i1_end)\n", "navi.add_physics_proc(e_prof2, m_l1_end, m_l1_end)\n", "cb1 = CopyBeam()\n", "cb2 = CopyBeam()\n", "\n", "navi.add_physics_proc(cb1, m_i1_end, m_i1_end)\n", "navi.add_physics_proc(cb2, m_l1_end, m_l1_end)\n", "\n", "\n", "parray = copy.deepcopy(parray_init)\n", "tws_track, parray = track(lat, parray, navi)\n", "show_e_beam(parray, nfig=201)\n", "plt.show()\n", "print(f\"beam energy after third harmonic: {cb1.parray.E}\")\n", "print(f\"beam energy after the last cavity: {cb2.parray.E}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As a result we see that the beam energy after accelerations are again 130 MeV and 700 MeV. And amplitude of the beam current is again different." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Simple test\n", "This procedure should not change the mean energy of the beam. Let's check.\n", "\n", "The 6th coordinate is \n", "$$\n", "p = \\frac{E - E_0}{p_0 c}\n", "$$\n", "where\n", "$$\n", "p_0 c = \\sqrt{E_0^2 - m_0^2 c^4}\n", "$$\n", "So\n", "$$\n", "E = p p_0 c + E_0\n", "$$" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.49999583531188\n" ] } ], "source": [ "parray_test = generate_parray(energy=0.5)\n", "p0c = np.sqrt(parray_test.E**2 - m_e_GeV**2)\n", "Emean0 = np.mean(parray_test.p()*p0c + parray_test.E)\n", "print(Emean0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "let's change the reference energy" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ParticleArray: \n", "Ref. energy : 0.505 GeV \n", "Ave. energy : 0.5 GeV \n", "std(x) : 0.1 mm\n", "std(px) : 0.02 mrad\n", "std(y) : 0.1 mm\n", "std(py) : 0.02 mrad\n", "std(p) : 0.0099\n", "std(tau) : 1.001 mm\n", "Charge : 5.0 nC \n", "s pos : 0.0 m \n", "n particles : 200000\n", "\n" ] } ], "source": [ "e_profile_test = LatticeEnergyProfile(Eref = 0.505)\n", "e_profile_test.apply(parray_test)\n", "print(parray_test)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.49999583531188\n", "True\n" ] } ], "source": [ "p0c = np.sqrt(parray_test.E**2 - m_e_GeV**2)\n", "Emean1 = np.mean(parray_test.p()*p0c + parray_test.E )\n", "print(Emean1)\n", "print(Emean0 == Emean1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Get Twiss parameters from the beam slice \n", "\n", "*October 2022*" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "[INFO ] \u001b[0mTwiss parameters have priority. sigma_{x, px, y, py} will be redefined\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "emit_x = 1.0219977343468203e-09\n", "emit_y = 7.153984140427742e-10\n", "beta_x = 10\n", "beta_y = 15\n", "alpha_x = 5\n", "alpha_y = 2\n", "gamma_x = 2.6\n", "gamma_y = 0.3333333333333333\n", "Dx = 0.0\n", "Dy = 0.0\n", "Dxp = 0.0\n", "Dyp = 0.0\n", "mux = 0.0\n", "muy = 0.0\n", "nu_x = 0.0\n", "nu_y = 0.0\n", "E = 0.5\n", "s = 0.0\n", "\n" ] } ], "source": [ "# import modules\n", "from ocelot import *\n", "from ocelot.gui.accelerator import *\n", "from ocelot.utils import *\n", "import copy\n", "\n", "tws0 = Twiss()\n", "tws0.E = 0.5\n", "gamma = tws0.E/m_e_GeV\n", "tws0.beta_x = 10\n", "tws0.beta_y = 15\n", "tws0.alpha_x = 5\n", "tws0.alpha_y = 2\n", "tws0.gamma_x = (1 + tws0.alpha_x**2)/tws0.beta_x\n", "tws0.gamma_y = (1 + tws0.alpha_y**2)/tws0.beta_y\n", "tws0.emit_x = 1e-6 / gamma\n", "tws0.emit_y = 0.7e-6 /gamma\n", "\n", "parray_init = generate_parray(sigma_tau=0.001, sigma_p=1e-3, charge=250e-12,\n", " chirp=0, tws=tws0, nparticles=1000000)\n", "print(tws0)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "emit_x = 1.019203099456126e-09\n", "emit_y = 7.131433798353864e-10\n", "beta_x = 10.067275802324108\n", "beta_y = 15.020030791918728\n", "alpha_x = 5.0377883992890435\n", "alpha_y = 2.0022182267913418\n", "gamma_x = 2.6203028976241414\n", "gamma_y = 0.3334798641285347\n", "Dx = 0.0\n", "Dy = 0.0\n", "Dxp = 0.0\n", "Dyp = 0.0\n", "mux = 0.0\n", "muy = 0.0\n", "nu_x = 0.0\n", "nu_y = 0.0\n", "E = 0.5\n", "s = 0.0\n", "\n" ] } ], "source": [ "tws1 = parray_init.get_twiss_from_slice(slice='Imax')\n", "print(tws1)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ True, True, True, True, True, True, True, True, True])" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.isclose([tws0.beta_x, tws0.beta_y, tws0.alpha_x, tws0.alpha_y, tws0.gamma_x, tws0.gamma_y, tws0.emit_x, tws0.emit_y, tws0.E], \n", " [tws1.beta_x, tws1.beta_y, tws1.alpha_x, tws1.alpha_y, tws1.gamma_x, tws1.gamma_y, tws1.emit_x, tws1.emit_y, tws1.E],\n", " rtol=1e-02, atol=1e-06)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "emit_x = 1.016555151437511e-09\n", "emit_y = 7.13569980329054e-10\n", "beta_x = 9.9755208924834\n", "beta_y = 14.936755941024733\n", "alpha_x = 4.991005336347581\n", "alpha_y = 1.9933183335573963\n", "gamma_x = 2.5973715605140413\n", "gamma_y = 0.33295837453141397\n", "Dx = 0.0\n", "Dy = 0.0\n", "Dxp = 0.0\n", "Dyp = 0.0\n", "mux = 0.0\n", "muy = 0.0\n", "nu_x = 0.0\n", "nu_y = 0.0\n", "E = 0.5\n", "s = 0.0\n", "\n" ] } ], "source": [ "tws1 = parray_init.get_twiss_from_slice(slice=None) # center of bunch \n", "print(tws1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Transfer Maps in Ocelot. Global assignment and for specific elements \n", "\n", "*October 2023*\n", "\n", "In this small example, we will demonstrate various methods of using different transport maps.\n", "\n", "Before that, we need to clarify a few things:\n", "\n", "* ```TransferMap``` is a class responsible for first-order tracking, or in other words, it represents R-matrices for all elements. At some point, we extended the tracking to second order, but we didn't change the name of the TransferMap class.\n", "\n", "* ```SecondTM``` is a class responsible for second-order tracking. Essentially, it encodes second-order matrices (T) for all elements that support them.\n", "\n", "* ```CavityTM``` is a transfer map for cavities. It's a bit complicated because transverse dynamics are first order, and for longitudinal dynamics, we used higher-order formulas\n", "* ```KickTM``` is a transfer map to simulate kicks along elements. \n", "* ```MultipoleTM``` is transfer map for Multipole element\n", "* ```RungeKuttaTM``` is RK integrator\n", "* ```UndulatorTestTM``` is specific transfprmation for Undulator\n", " \n", "\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "from ocelot import *\n", "# Create magnetic lattice \n", "d = Drift(l=1)\n", "q = Quadrupole(l=1, k1=1)\n", "b = Bend(l=1, angle=0.01)\n", "c = Cavity(l=1, v=0.1)\n", "s = Sextupole(l=1, k2=100)\n", "m = Marker()\n", "mon = Monitor()\n", "vcor = Vcor(l=0.1)\n", "hcor = Hcor(l=0.1)\n", "mat = Matrix()\n", "sol = Solenoid(l=1, k=1)\n", "und = Undulator(lperiod=0.04, nperiod=10, Kx=4)\n", "oct = Octupole(l=0.2, k3=100)\n", "mul = Multipole(kn=[0,1,1,1])\n", "cell = (d,q,b,c,s,m, mon, vcor, hcor, mat, sol, und, oct, mul)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### First order\n", "\n", "By default, when we create a lattice, first-order matrices are assigned to each element, except Cavity and Multipole elements." ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Drift ['TransferMap']\n", "Quadrupole ['TransferMap']\n", "Bend ['TransferMap', 'TransferMap', 'TransferMap']\n", "Cavity ['CavityTM', 'CavityTM', 'CavityTM']\n", "Sextupole ['TransferMap']\n", "Marker ['TransferMap']\n", "Monitor ['TransferMap']\n", "Vcor ['TransferMap']\n", "Hcor ['TransferMap']\n", "Matrix ['TransferMap']\n", "Solenoid ['TransferMap']\n", "Undulator ['TransferMap']\n", "Octupole ['TransferMap']\n", "Multipole ['MultipoleTM']\n" ] } ], "source": [ "lat = MagneticLattice(cell)\n", "for e in lat.sequence:\n", " print(e.__class__.__name__, [tm.__class__.__name__ for tm in e._tms])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Second order\n", "\n", "In the event that second-order tracking is required for all elements, it can be defined using a dictionary as follows: ```{\"global\": SecondTM}```" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Drift ['SecondTM']\n", "Quadrupole ['SecondTM']\n", "Bend ['SecondTM', 'SecondTM', 'SecondTM']\n", "Cavity ['CavityTM', 'CavityTM', 'CavityTM']\n", "Sextupole ['SecondTM']\n", "Marker ['SecondTM']\n", "Monitor ['SecondTM']\n", "Vcor ['SecondTM']\n", "Hcor ['SecondTM']\n", "Matrix ['SecondTM']\n", "Solenoid ['SecondTM']\n", "Undulator ['SecondTM']\n", "Octupole ['SecondTM']\n", "Multipole ['MultipoleTM']\n" ] } ], "source": [ "lat = MagneticLattice(cell, method = {\"global\": SecondTM})\n", "for e in lat.sequence:\n", " print(e.__class__.__name__, [tm.__class__.__name__ for tm in e._tms])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Mixed transfer maps\n", "Sometimes, there are cases where a combination of methods is needed. This might be required, for example, for testing purposes. \n", "\n", "In such situations, you can define default map transformations using the key \"global,\" and then specify a transformation for each element type. For example:\n", "\n", "```\n", "method = {\"global\": SecondTM, Drift: TransferMap, Sextupole:KickTM, Octupole:MultipoleTM, Undulator:RungeKutta}\n", "```" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Can't set MultipoleTM for Octupole fall back to default tm which is TransferMap.\n", "Drift ['TransferMap']\n", "Quadrupole ['SecondTM']\n", "Bend ['SecondTM', 'SecondTM', 'SecondTM']\n", "Cavity ['CavityTM', 'CavityTM', 'CavityTM']\n", "Sextupole ['KickTM']\n", "Marker ['SecondTM']\n", "Monitor ['SecondTM']\n", "Vcor ['SecondTM']\n", "Hcor ['SecondTM']\n", "Matrix ['SecondTM']\n", "Solenoid ['SecondTM']\n", "Undulator ['RungeKuttaTM']\n", "Octupole ['TransferMap']\n", "Multipole ['MultipoleTM']\n" ] } ], "source": [ "lat = MagneticLattice(cell, method = {\"global\": SecondTM, \n", " Drift: TransferMap, \n", " Sextupole: KickTM, \n", " Octupole: MultipoleTM, \n", " Undulator: RungeKuttaTM})\n", "for e in lat.sequence:\n", " print(e.__class__.__name__, [tm.__class__.__name__ for tm in e._tms])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### NOTE\n", "However, if an element does not support a specific transformation, it will fall back to the default, which is ```TransferMap```. For example, in the method definition above, the Octupole does not support MultipoleTM, but it does support, for example ```KickTM```." ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Drift ['TransferMap']\n", "Quadrupole ['SecondTM']\n", "Bend ['SecondTM', 'SecondTM', 'SecondTM']\n", "Cavity ['CavityTM', 'CavityTM', 'CavityTM']\n", "Sextupole ['KickTM']\n", "Marker ['SecondTM']\n", "Monitor ['SecondTM']\n", "Vcor ['SecondTM']\n", "Hcor ['SecondTM']\n", "Matrix ['SecondTM']\n", "Solenoid ['SecondTM']\n", "Undulator ['RungeKuttaTM']\n", "Octupole ['KickTM']\n", "Multipole ['MultipoleTM']\n" ] } ], "source": [ "lat = MagneticLattice(cell, method = {\"global\": SecondTM, \n", " Drift: TransferMap, \n", " Sextupole: KickTM, \n", " Octupole: KickTM, \n", " Undulator: RungeKuttaTM})\n", "for e in lat.sequence:\n", " print(e.__class__.__name__, [tm.__class__.__name__ for tm in e._tms])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## To be continued ... " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.13" } }, "nbformat": 4, "nbformat_minor": 4 }