{ "cells": [ { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# ¡Atrapa ese asteroide con poliastro!\n", "\n", "![NEOs](neos.png)\n", "\n", "### Antonio Hidalgo & Juan Luis Cano\n", "\n", "### 2017-07-23 PyConES 2017 @ Cáceres" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "skip" } }, "source": [ "1. Presentación (1 minutos)\n", "2. Mecánica orbital (3 minutos)\n", "3. poliastro (3 minutos)\n", "4. Cuerpos cercanos (4 minutos)\n", "5. Demo NEOS (7 minutos)\n", "6. SOCIS y conclusiones (2 minutos)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Presentación\n", "\n", "### Juan Luis Cano (core, project author) + Antonio Hidalgo (new contributor!)\n", "\n", "![Dev](dev.jpg)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## ¿Qué es la Mecánica Orbital?\n", "\n", "### Física → Mecánica → Mecánica Celeste → Mecánica Orbital\n", "\n", "> Una rama de la Mecánica (a su vez una rama de la Física) que estudia problemas prácticos acerca del movimiento de cohetes y otros vehículos en el espacio" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "### Pero ¿por qué los cuerpos orbitan?\n", "\n", "Eso da para una charla entera :) Como resumen, visualicemos este experimento mental ideado por Newton:\n", "\n", "\"Newton\"" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/jpeg": 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DAot5SRwja5wmx+V6P6odFVQVUQsZwnlgf2UwExBLDKPiilhOSMm9E3XZ1umC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\n1UdKUr2ZxFhHIzLcEYd5m/lyazXd3dm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"text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.display import YouTubeVideo\n", "YouTubeVideo(\"iEQuE5N3rwQ\", width=800, height=600)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## poliastro\n", "\n", "\"poliastro\"\n", "\n", "* **Python puro**, acelerado con **numba** (~mismo orden de magnitud que Fortran)\n", "* **Licencia MIT** (permisiva)\n", "* Manejo de unidades físicas y escalas temporales gracias a Astropy\n", "* Conversión entre varias representaciones orbitales\n", "* Propagación analítica y numérica\n", "* Documentación molona 🚀 http://docs.poliastro.space/\n", "* ¡Versión 0.7.0 liberada hace una semana! http://blog.poliastro.space/2017/09/15/2017-09-15-poliastro-070-released-ready-pycones/\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true, "slideshow": { "slide_type": "subslide" } }, "outputs": [], "source": [ "%matplotlib inline\n", "from astropy import units as u\n", "from astropy.time import Time\n", "\n", "from poliastro.bodies import Earth\n", "from poliastro.twobody import Orbit\n", "from poliastro.plotting import plot, OrbitPlotter" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "## _Interlude: Time zones? Hold my beer_\n", "\n", "![Escalas temporales](time_scales.png)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "text/plain": [ "7283 x 10293 km x 153.2 deg orbit around Earth (♁)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "r = [-6045, -3490, 2500] * u.km\n", "v = [-3.457, 6.618, 2.533] * u.km / u.s\n", "\n", "ss = Orbit.from_vectors(Earth, r, v, Time.now())\n", "ss" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/png": 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vXSLBcmyPvL5YgkUEvIbuMU8/2Ntsiom9kvjLGX0or3Hw1WZrbUEh73I+Ulhe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\ny1Tgz8B9wBuq+lMRuc+9/la4YjcfERES47xd6p9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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(ss);" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Cuerpos cercanos\n", "\n", "También conocidos como NEOs, del inglés Near Earth Objetcs.\n", "> Son cometas y asteroides a los que las fuerzas gravitatorias del Sistema Solar han atraído a las cercanías de la Tierra.\n", "\n", "Existen más de 16000." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "### Tipos de NEOs\n", "![tipos de neos](neo_orbit_types.jpg)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "### ¿Por qué NEOs?\n", "* Aplicaciones en investigación científica.\n", "\n", "![Mining the Sky](mining_the_sky.jpg)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "* Riesgo de impacto contra la Tierra.\n", "![impactos sobre la Tierra](bolide_events.jpg)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## poliastro y su paquete NEOS\n", "\n", "Como parte del proyecto SOCIS, se ha añadido en la versión 0.7 de poliastro un paquete NEOS. Está dividido en dos módulos:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": true, "slideshow": { "slide_type": "subslide" } }, "outputs": [], "source": [ "from poliastro.neos import neows, dastcom5" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Módulo NEOWS\n", "\n", "El módulo se basa en [este Servicio Web de la NASA](https://api.nasa.gov/api.html#NeoWS).\n", "\n", "![Interfaz web NEOWS](interfaz_neows.png)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "text/plain": [ "[,\n", " ]" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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UuXvWm/1Zz7WBgMv82XZLI6H2UXq+2zQ3N1MTJkxwnDZtWuWcOXPakytzc3Ot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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eros = neows.orbit_from_name('Eros')\n", "ganymed = neows.orbit_from_name('1036') # Ganymed IAU number\n", "amor = neows.orbit_from_name('2001221') # Amor SPK-ID\n", "\n", "frame = OrbitPlotter()\n", "frame.plot(ganymed, label='Ganymed')\n", "frame.plot(eros, label='Eros')\n", "frame.plot(amor, label='Amor')" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "## ¿Cómo funciona?" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "![SBDB](sbdb.png)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Módulo DASTCOM5\n", "\n", "Trabaja con la base de datos DASTCOM5, mantenida por la NASA y el JPL. Contiene datos sobre cometas y asteroides." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "La base de datos viene en un zip de unos ~230 MB que se puede descargar [a mano](ftp://ssd.jpl.nasa.gov/pub/ssd/dastcom5.zip) y descomprimir en `~/.poliastro`, o, más fácil, se puede usar una función de poliastro:\n", "```Python\n", "dastcom5.download_dastcom5()\n", "```" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "text/plain": [ "[,\n", " ]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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yZEne4MGD7UUikbGVlVXtH3/8cRcARowYUfbXX3/pi0QiN21tbdUvv/ySAQAT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\nfExesH+kMBf++AD2L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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "atira = dastcom5.orbit_from_name('atira')[0] # NEO\n", "wikipedia = dastcom5.orbit_from_name('wikipedia')[0] # Asteroid, but not NEO.\n", "tomhanks = dastcom5.orbit_from_name('tomhanks')[0]\n", "jamesbond = dastcom5.orbit_from_name('9007')[0]\n", "\n", "frame = OrbitPlotter()\n", "frame.plot(atira, label='Atira (NEO)')\n", "frame.plot(wikipedia, label='Wikipedia (asteroid)')\n", "frame.plot(tomhanks, label='Tomhanks')\n", "frame.plot(jamesbond, label='James Bond (9007)')" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: ErfaWarning: ERFA function \"epv00\" yielded 1 of \"warning: date outsidethe range 1900-2100 AD\" [astropy._erfa.core]\n" ] }, { "data": { "text/plain": [ "[,\n", " ]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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MkCPV1tbKF154Yefa2lqNz+eTHnzwweKrr766TUZHM5/Px2233Zb8\n7bffWjwej3TzzTeXz549u2Ls2LFp48aNq7nmmmtqAC699NL0iRMnVl999dU1F110Uc0bb7wR/cgj\nj5T92wEdxUkVgBD+MzsqdrD20Fpu73M7XaPViuZaWYtW/LUKwm/KH1AoqHSqQYbiOu4Y2SW4VOPr\n69WndomRRrolRtAtIQJfQEGnkY45BQHUOgiCcLJRfD6cP/wQnBrhLS3BV1KC5fwLiL5yEr7qagrG\nXxHcX9Lp0CYkEH7uMAD06enYH34YXWICOrsdbUICmvCWwLc+OZnYW6Ye9+s6IRQFAj7wNYK3Efxu\niGzKLKrcD46SljZfo1qtssd4tf3QJnBWgM4IWpP6qg+HmKYbd28jaHRqdkirDA2PrSOSHSRZQidL\n6GUJXXNgU5KwPf0MsiQhyeo+rT9sa8PMdPrXlyHBi4CjnrQM9TOGXqdFc/ZQjLV1aB0OqK9HLj+I\nt0rNAj6wKw/zy/PwAIeQ2NZjKhWxPYP9J3Q0Ya/4ivDkBKJTk4lJT0GfYEcTE6Nmk6BmT0zoOiHk\nbXT73bj9bgAafA0MsA+goLaALwq+wOFxAHB3v7u5occNVDVW8fbOt8m0ZpIVk0VyeLLI2BLOGJe9\nsD7jyG0X9LBXTc/pfNjp9slTXvu+y5Htl/dJqrj+7PTK8rpG7c1vbgqJDH4645y2SwL9Ss8//3zs\n8OHDg2mePp+PHj16dDtw4IDhD3/4Q/mIESOcgUAAv98vrV271jxs2LCGRYsWRZeUlOiP7KusrExr\nsVj8zTfgaWlpnrKyMj3Avn37DAB9+/bN9Pv9/OUvfym+4oor6o7Shz49Pd0DoNPpCA8P95eVlWkT\nEhJ8X3/9ddjUqVPTiouL9S+//HL+kTf6hYWFuoSEhOCc19TUVE9JSYkOoLKyUpuamuoFSElJ8VZW\nVmoB1q5da37xxRfjFi1aVFhUVKRLTk4OZgskJSV5ioqKdMfqt7V169aF9+3bt6H1tgceeCD5ySef\nbJO2bjabA8uXL99ntVoDJSUl2kGDBmVOmTKl5mjTOgCeffbZ2MjISP/27dt3uVwuacCAAZljxoyp\nu+mmmyrmzZtnu+aaa2oqKys1mzdvDl+8eHE+wKBBg5xPPPFEAiACEGeal7e8TIQ+gimZU070UATh\ntOHy+JFldQrC+r0VzF2xm9wSBy6vOp1PK0tc3ieJrjYLkwakMCIznqyECKLD2vy+FISTSuu5/XVf\nfon30KGmAEMp3pISwoachW32bJAkDk69Bfx+kCS0cXFoE+zBfrSxsST94zl0CYnoEuxorNbgzSOA\nJiKC6EkTj/v1HVPAr97g+9xgiACNVr25rznQtL2pzeuCrheAPkwNABSsU7e3DhJc8Kja/vM7sO3D\npnZXy363bVT7/+JP8OMroARaxqExwF/K1a/XPAVb3w8dp8kaDED418zDlbsBVyAKGR8xugMQlcr3\naZ/grHHTkPsdrno/LiWKjuafGBq/GBJ68va3t8ER5bd7pezinO478EVl8er73UPaJEmhf18nA8/y\n4dIm8c7LjUiyhCwFkCQdkmylf7iGHp3qUGQjefETkOxq4EKdwSLR99ym5TtTu7Bi8uv43G68Tg9+\nd+jPxZI8F0qxTNZnz1KPQqU+Ur3Wv/yVfhMuYu+q9ZS99Q4Gu53w5ESi01KI6JCoZs4Y1KKzkYZI\nHj3nUUD9N13VWEVebR5J4UkA5NXksWD7gmBtK4vOQoY1g1n9Z9E9tjtuvxtZktHJYnUuQfi9LF26\n1PL222/HbtiwIbd5m1arJTc3d2dFRYXmkksu6bRx40bjgAEDGt988828u+++O8Xj8cjDhw+vbe9G\nuT1+v1/av3+/4bvvvtudn5+vy8nJyczJydkRGxvbpg5De0aMGOHct2/fjp9++sn4hz/8If2KK66o\nNZvN//FCBrLcMt112LBhDcOGDftNlmIsLS3VZWVluVpve+SRRw4dWQMCIBAISHfddVfy999/Hy7L\nMuXl5fpDhw5pO3TocNTMkJUrV0bk5uaaP/vss2gAh8Oh2blzp3HcuHF1d955Z2pxcbH27bffjr7k\nkkuqmwMzCQkJvrKysv/6h6gIQJyiat21bKvYxrXdrhVTKgThv+R0+9hYUMXOpsyGXSV15Fc4ee3a\n/ozMsqHXyug1MpMGpASzG7rYwjE0VcPvYrPQxWY5wVchCOqNWMDZgCZcrSVQ++mnNO7Zg6+kpGma\nRAnGbt1IeelFAMqeegpfcQlyRAS6BDVTQZeo1h6RNBrS3nkbTWwcuvi44NSIZpJGQ8T55/8+F+L3\nqjfsWgPUFkHustCbf58b+l4L8ZlwaDOsm9uyvTmQcNmLkNgbtn0ES+9StwVaFWu9dT3Ys2HHJ/D5\nrLZjuONnsHaEgvWw8iF1m8YAWqM6rhEPqAEInws8TnWbOVZ91ZlA8QNaSB+m7qc1NmUxqMfXlDfg\nrHbTEDkVV4/JuBo1GMN19Do7GnQmlsz7mYqDDtwNNwI3ApDWUeGSMQ2g0bP3zTICfgWTLgVTXD0x\n+kbirAmQeDGE2xn5hyyUgILy87sE6spQfD5iNAchbxey3cFZYy8lEFBQvn0RxVVLAA0JeduhaCua\njpeSOeQvKAFQfnqHgNeN4pexrN4AG35G7nI11sRpap2OvV+jKBIBSYtmxXz46RCmxPFYwvqjmAw4\nXBU42767lKWcg/XPE6kqOMjhTS789WGwCjZ/uwbF78bg7kPfz/4BAT87bQPx6CMx/uFqUrPTOfD1\nagKrP8cYY8aYYCc8JQlrWhL9RgxHNqhTT/vb+/PDVT+wr3ofu6p2kVuVy67KXRi16vS35XnLefT7\nR+kS3UXNkrBmkRmTSbeYbiIoIZzyjpWxEGbQBo7VHh9h9P2nGQ+PP/543BtvvBEH8OWXX+5NS0vz\n/vDDD6bp06enLl++fK/dbm8TBIiNjfUPHTrUsXTp0sgBAwY0nnfeec7NmzfvBvj4448j9u3bZwQ4\n55xzulRUVOh69erlfO+99wodDofG6/Wi0+koKCjQ22w2D0BCQoJn0KBBToPBoGRmZnrS09Mbd+zY\nYfjoo4+iV6xYEQmQm5u702azefLz8/WdOnXyer1e6uvrNTabLeSmvG/fvo1hYWH+TZs2mYYNGxbM\nOEhNTfW2zkwoLCzUN2cuxMTE+AoLC3WpqanewsJCndVqbXOjn5SU5F2zZk3wA2NRUZH+3HPPdRyr\n39aMRmOgsbHxV0VmXnnlFWtlZaV227ZtuwwGg5KUlJTtcrnaPVZRFGnu3LkHxo8f3yZrZNKkSZWv\nvfaadfHixdaFCxcWNG93uVyy0WgMHLn/ryUCEKeoSEMkX4z/IqSqtCAIR+fzByiodLKjWK3TcFbH\nGHIy4imucXHdwo0AJEeb6JYQwZheiaTFqjdxA9OtLLql/bnegnC8BFwufJVV6JPVp7w1ixfTsPmn\nYP0Fb2kp+g4d6PjZpwBUL/qAxu3b0SbY0dkTCBs0CGPPlilBqW++hSYqKhiwOJKpd+/f/6IaqmDL\n+1CV1/Kn5gCMfQV6ToDqfPjinpb9Za06FaFjjhqA8LmgplC98dcawRgJWps6LQHUIELfa5pu/I0t\n+4U3ZXN0GQWTF7UEDrQGtf+IpikSg6fBoFvU4MPRnsgNuAlvz+txOTy4XT7iUtTPlnt+LKW8wEGD\nIxWXIwGXw4sxXMvld6u1HVY9tZnSvFbFZ6UASV3D6HW5mjltT/diTQzDbNFjsugwWfRExpkgSX3Y\ncM0jx35bg+tRDGkbXNEAwQoTox5RMz58jcFXg9bAUGtTbZm+Z4O7rqk9HbzjCIvtwoUZTTUslv9T\nDcAE+zASHeVj3Kx+4HFS8NcxLHc90GYMo67LoksPI2yZSknHnlT5O+DCSmMgggZtIl7jEHyPXcbh\n/fvYt9KFr0aG9fXsWL8NiEVjvYguW5/H/MM6fup2Ay6jnrCtW4iwmqnbuRXL3o0k6YswJyfS3daV\nQWnZJE74Exq9+pG3a3RXpmRNYVflLlYUrmDx3sUArJ20lmhjNF8f+JqDjoPB1T0iDZHHfsMF4Qx2\n3333Hb7vvvsON3+/d+9e/YQJEzotWLAgv7muA0BxcbFWr9crsbGx/vr6emn16tURs2bNKgUoKirS\nJiUl+Vwul/T3v//dft9995UArF+/fm/rcw0ePNixcOHC6KlTp1YvWLAgZvTo0TUA48aNq3n33Xet\nd955Z2VJSYk2Pz/fmJGR4X7++eeLaFWL4ZJLLqlZsGBBzHnnnedcuHBh9FlnneWQZZnc3Fx9p06d\nPDqdjj179ujz8vKMRxZXTE1N9YaHhwdWrVoVNnz4cOc777wTc9ttt5UDXHDBBTWvvPJKzGOPPVb6\nyiuvxFx44YVt6i1cfvnltXPmzEk6fPiwBmDNmjUR8+bNO2Sz2fzt9dtaVlZWY/NUk3+ntrZWExsb\n6zUYDMrSpUstxcXFx0zRHTVqVO38+fPjRo8e7TAYDMrWrVsNaWlp3oiIiMCtt95aMWjQoKzY2Fhv\nv379GpuP2blzpyEjI8N1rH6PRQQgTkHVjdVY9BZMWlFgThCOVO/2Ud/owx5pxO3zM/Hl78gtdeBu\nWo5Sp5GwGLTkZMSTHhvGoqmDyUyIINIknnwJJ4bi8+ErL8dbVoa5Tx8AahZ/jGPlSrylpfiKi/HX\n1iJHRpLxw/cAOL/7noYff0SbYMeQmUl4Tg769PRgnymvvoocZm537ntzION35fPAvpVQtT80yDDg\nZjj7DvA2wL/uU6dEWDtCYh91+kFc0xTm5IEwO0/NHtAY1GkNraWdA9O+bf/8SX3VP+2JTlP/tEer\nftarq3BRml9L1wFq4OKHpXns/r4Ul8ODz6P+XDGYtdz0jFoDI39LBYU7KjFZ9JgtOiJijUTGt6yC\ncdbYTgT8AUwWPSaLHmO4DrnVKhyDLz96ccbfnNYQvMaj6vpvslwuaVsMM0gfRurfviJt/s8U7HAE\nN6d11dG5nw2c5RAWR4JzCwmuleA8rGapXPR3GDQVynbC+osZaZLxRifgMqTRqE/C1fUqvPEjMEQO\npHHXl2h+iSNQpUcO+Kg4WEdNYxxl0b2pyd9LXOEm8rPPxn3QgvztOsJjjGiqi4mry+XKNC+mzufS\nEPMHvOnhHIxwBAtYrjm0ho/3fhwcc1J4Er3ievHksCcBaPA2YNKaRF0JQTiKBx54IKGmpkZ7++23\npwJotVpl+/btuw4ePKi77rrr0v1+P4qiSJdddlnV5MmTawHmzJljX7FiRWQgEJBuuOGG8ksvvdRx\ntL7nzp17aNKkSZ0eeeSRpO7duzfceeedFQDjxo2r+/LLLyM6derUXaPRKHPmzDl4tMyLO++8s2L8\n+PHpHTp06BEZGelftGjRfoBVq1aFjx49OkGr1SqyLCtz5849kJCQ0CaL4cUXXyy88cYb0xsbG6Xh\nw4fXTZgwoRbg4YcfLhk7dmyn1NTU2KSkJM8nn3yyH0JrQNhsNv/s2bOL+/XrlwVwzz33FDcXpGyv\n39Yuv/zy2ilTpqQfuf1obrrppqqLLrqoc48ePbK6d+/ekJ6e3nis/e++++6KgoICQ3Z2dpaiKJLV\navV+/vnn+wFSUlJ8nTp1ahwzZkxIUOXrr7+OGD16dJtx/lrS6f4EvX///sqmTZtO9DB+U3d+fSel\nDaW8f8n74hegcMZbu+cwWw/VBKdRFFQ2cH43G69e2x+A29/7GZvFQFZCBN0SI+gUF45eK9aWF04s\nx+rVVC1YiOfgQXzl5RBQb2QzNm9CDgvj8Asv4lixQi3imJiAzp6ALjGBiNGjkSQppJ7DCVW2Qy2m\n2DrAkHo2DL9PDUA8alenJJii1SCDtRN0HwuZF6vX7KoCc4xafPEk4fP6Kd5bw4HtVRTuqKSmTM3C\nve7JswmLNLBjXRHF+2qaAgwtWQpp2bEABAJKSEDhTKYEFAp3VFJxsJ7YlPDgKhhtd1SgsUbNcjFY\noP6wOkXGWa4GJ+oPq18P/zN0GgF7V8I749t0E5jyESVxZ1Oxax2RW14nty6Damc86R17UOs0s29L\nCWEVuXTf+yFmn5s1Q59FkTWYLDoiYk3oqg6SGuUgvruZwugAO5U6cgO7CRBgbo4acLn686s56DhI\ndmw2veN70ye+D91jugeneAinNkmSNiuK0v9Ej+PX2rJlS0GvXr3aLFkpnH5GjRrV6ZlnnjmUnZ3t\n/vd7/zYcDofcrVu3br/88suumJgYP6grhQwePDhj06ZNucdalWPLli2xvXr1Sjtam8iAOMXkVuXy\n9cGvmd5r+snx4VMQjgOvP0DeYSc7S9QlLz2+AA9fpqYBz1u5h58P1JAaYybLHsG4vsn0T21Ziu35\nyX1O1LAFIYQ7Px9tdDSaqCgC9U78NdWEDR6sTpNISECXkAhNv8zjZtxG3Iz2V50+bj//G+vUqRDB\nIEM+WGww8kG1/e0rwFGsfh0WpwYZDE11ibR6mPqNuuqD2dq2b1mGsNjjcRX/Vk15A8YwHcYwHXt+\nKGP127lotDJJXaPoMSyJ1B4xmCPULNbuQ5PoPrT9DBIRfGghyRJp2bHB4Ez7O0pqkKpZeJyaCdGe\n9KFwxy9qcMJ5GOrVQIUcn0FSlJmkGAV8eaR51oDshgL1sM4zvmSbfyAHdtuI3/sVlvI1+DUJpHbu\nTW29QulhMPy0CcMbKzDpI2kc8hgdSSUyIYLlO7didJQyznY222372Vi7h7UH16JICjkpOTw/4nkA\n1hetJ9OaSazp5Pi3LQjC6eHpp58+dOjQId3xCkAsWbLEMn369LRbb721rDn4ALBv3z79o48+WvRr\nlgRtj8iAOMXctfoufiz5kS+v+JIIfcSJHo4g/ObqGr3sLaunX1MQ4dHlO3nju0I8TVMo9FqZ3ilR\nLJo6GEmSKKx0Yg3TYzGKKRTCyUfx+aj/5huq330P54YNxM2cSezUm1ECAZCkkyOQ7KpuCS5U5YHf\noxZaBHj9PDi0sWXfcDt0Gg5jX1a/z1uj1l6wpquvpwivx0/R7moO7FCzHOoOuzh3SgY9hiXhcngo\nL3SQ2DUKnV5zoocq/C8CAXWp0+p8qC5Qs2/0YfDja/DN49BQGbL7O8O+YVe5nw7bPySueD/VjZlo\nYtKJ69KDmuoAtYdqyNjzPgllP1Jj78YvGbdgDGvEnBFFZpd0DLF+Jm8aj0/jIcWSQp/4PvSO783Z\niWeTGJ54Yt4D4T8iMiAE4bchMiBOE7urdrPqwCpu7XWrCD4Ip41dJXV8taNMzW4oqeNglVrT5pcH\nRxFl1tM9MZLrh6QFV6FIjw1Dq2mZQpEac/QieoJwIimKQuVrr1P93nv4SkrQ2u3E3XUnUePGAoQs\nW2NbeMgAACAASURBVHkcBqMWfGyuxVBXBEP/qLZ9Mg22vBu6f1xmSwBi6Czwu9XMhuj0luyGZh3P\n/f3H/xtQFAWv24/eqMXt8vHPe9bj8wbQ6mSSMv6fvTuPi6rq/wD+ubOyDjADDMMyM+wwbCKIO7gn\nKoqiplImZlZmj+WS2VNm1mOZmhmpP7X0sbJccU8fd9RcUVNZlWXY930ZmO3+/hghRERUdEDP+/Wa\nlzP3nnvmewFn+d7vOccCfoMcIPEWAAAMTTlN94kujsEAzOx0N2m/f7YHvaW71VcC5Zm6BEVFFiJ7\nd9NVYxzdA1w+BdDHde3LAC3XHB95rUe8QSD8C+pgqQB4pVdRz5Gh5g6F8zd08+WtLu0B2rYKiTxz\nZNEUtpnvhSaYiVcDx6JQUYgDaQfgb+0Pb0tvMpcXQRAvJVIB0YUsv7Ic+1L34WjEUTIrM9GlKNVa\npBbVNM3TkJhfia/CfeBibYI/rmThk7234Sgwhue9JINMxENvZwEM2OTqI9F10DQNZUYGuE66VQSy\nZs4E1GqYT54M04EDQbGeYc6fpnVl6I3zMHhH6CZvvPAjEPst0NB81QUG8HG2LpmQfFjXnu90L8kg\n1a0I8QJQ1quRe6cCWfGlyEwoBV9kjFGz/QAA149lwtLeBLau5mCR1xmiNRoVUJnzT/VEQ41u8lQA\nql8iwE4/0dSU5ppBzhmEHRelkBT+DY/yDBQLe+Ouy3jd/zcAbA4FDrsSByy/QbqwBoa0ORwFUvjZ\n+uANrzdgY2yjj7MkWiAVEATRMUgFxAtiQY8FGO82niQfiE6tsk6FxPwqOPANYW9hhEvppXj958tQ\naXTJTgM2Ax42PNQ06CYYHu1ni9F+tjDmkpcjomvS1tWh8tAhlP+xHQ0pKXA5cRxsW1s4/PgjKE6b\nq1895hPdKycvSwdsfABDcyDlKHDqK902Ve0/be0CdEtVClwA34n/JBj4ToCF5J/VDzxGdlx8nci5\nHXcQfy4XWjUNFpcJe3cLOHX7Z0x+92ESPUZHdAlMtm5oEf/BiefZr+/WVRWV3AGKEkAVJsCBbYrh\nEz9AfG4lxCdegaxsJxzLzgGefaHkByI5iYOGHAW+OlwFLYuJeL8wlJoEotIwH393L4CjG41Ug9tI\n0yajt21vdLPqBjaTDC0kCOLFQz7xdxENmgZwmVw4mz+n5bkIop2q61XYdC4DSfeqG3IrdEMoPhnh\ngZnBznC2MsGM/k6QiXjwvDeEgtlskjaSeCC6KnVxMUp/+gkVMXuhra4G180NNosXg2luDgBPlnzQ\nanVDJLgmukn5ChOA08v+maNBfW/Z7df2AC5DdOPZeba68vKmJIMjYH7vC7b7cN3tBaVUqJGdXIas\nhDLkppTj1U+DwOYywbc1hu9AB0i8+BC5mINJVr4hOhJFAcYCwLg3IOkNQPeBuhuAbg7mgMVqoDAe\nzgUJoIr+BpW3G6Z+4/Efq1DEGkbivfLtsCq5CqPyEgh7DUHWtQqkXSgDW1ODUuZGLLffCMq4Oxxs\nHeDv6YnXfV/T6+kSBEF0JPLJvwu4W34X0/83HatCViFIFKTvcIiXUL1Kg7uFNbokw71EQy9nAeYO\ndQObycD/xaZBzDdCgMQCr/eWQCbiwcdOV6ljZcrFwuEeej4DgugYtEYDdWkp2NbWoGka5Tt3wXTg\nQFhEToFh9+5PPqlkbSkQtxm4ugmoKQTCfgAC3tDtK03VJRacB927IusE2N5b3cWxv+72kilIr8TF\nvWkoSKuEVkuDbcCEgwcfDXUqsLnMNlepIIhnzj0UcA9FU9pLVQ+xqg4bjPjQ1gSjfsdluBXdALf+\nOCjtRmjNGTiWPwl1afXon6cBDeCv3uFQppijIlaNGKdrsHHk4bbxJVg7m6C3bW8yZIPoNCZMmCA9\nefKkmUAgUN+9ezeh5f7PP/9cuHTpUvu8vLybIpFIfePGDYOoqChpYmKi0ccff5y7dOnSwtb61Wq1\nmD59usOpU6fMDAwMtJs3b5b369ev7s6dO5zw8HBnrVZLqdVqaubMmUUfffRRccvj9+7dy/v000/t\nVCoVxWaz6a+//jpn9OjR1QDQv39/16KiIrZGo6GCgoKqf/nllyxWi2GSCoWCGj9+vOPt27eNzM3N\n1bt27Up3d3dXAsCiRYtstm3bZslgMLBq1aqsiIiIqpbPn5yczJk4caJTRUUFy8fHp27Pnj0ZBgYG\ndFv9NpeZmcmeNm2a5PTp06mHDh0yXbVqlfD06dOpjfsjIiKko0aNqoyKiip/2O+meZugoCD3lStX\nZgcHB9c9rP3D9OnTx23//v1pVlZWmke3fjSSgOgCNtzaAKVGCTcLN32HQrwEymqVSMqvQr1Kg8Ge\nQgDAgBVnUFBVDwAw4jDhKeLBwkhXGmrAZuL2kmHgssg4auLFpS4tRcWu3SjfuQMcBzEkW/8LtrU1\nXM+dA9PkKSZC1aiBIwuAv//QVTe4DNUNi2icME/oBbx3uWNOootqqFMhO6kcWQmlcA0UwkHGB5PF\nQINCjW5DHSD2EsDG2QxMJqlyIDoptoHuBoBhIoDRmwd022tLgcLbYOReh6NJD5yoECHr+iG8mfQ1\nBpZ8gWyOH6geA1FSQ+HvY2UwrUzDXc5OHLRnwMo4EjZeAgzt1Q/eNjI9nhzxsps+fXrJnDlziqKi\noh4Yr5Samso+efIkTyQSNX3Btra2Vq9ZsyZr9+7dFi3bN7dr1y6z9PR0A7lcHn/69GnjWbNmiW/d\nupUsFotV165dSzY0NKQrKysZMpnMa+LEiRVSqVTV/Hhra2vV4cOHU6VSqerq1asGI0eOdCsqKroF\nAPv370/j8/larVaL0NBQ582bN1vMnDnzvi/ya9assTQzM1NnZWXFb9y40WLu3Ln2hw8fTr927ZpB\nTEwMPyUlJSEzM5M9dOhQtzFjxsS3TGDMnTvXfvbs2YUzZ84snzJlinjNmjWWCxcuLH5Yvy3Pf9my\nZcI333yzU8zvMXny5NKVK1daLV++vKAj+iMJiE4utTwVx+THMMNnBswNzPUdDvECoWm66Wrtr5cy\ncTq5CIl5VU2JBmcr46YExNxhbjDmsCCz5UHCN3pgnXuSfCBeVIqEBJT9dyuqjx4FrVLBqFcvWEyZ\n3LT/iZIPNA2U3AWs3AAmC6jM1c3T0GuWbt4Goklpbg32rLgGVb0GXCMWhI66FaCsxKaY9CmpCCS6\nOGMB4DQAcBoAdwDuANBzKrSp9hDcvQCb/GswKf8INK3EutIIsIoqMbyEwqB4S1wJ7A46m43Y43lI\nd2uA0NUYJfZyDPDsC2M2WR2KeH5CQ0NrUlJSWh1zOHv2bIcVK1bkjB8/3qVxm52dndrOzk69f//+\nNr/Y7N+/3zwyMrKUwWBg8ODBtVVVVazMzEy2RCJpSjQoFApKq9W2enzfvn0VjfcDAgLqGxoaGAqF\ngjI0NKT5fL4WAFQqFaVSqajWqhcPHTpkvmTJkjwAiIqKKl+4cKFYq9Vi9+7d5uPGjSszNDSkPTw8\nlBKJpOHMmTPGQ4YMaZqISavV4uLFi6b79+9PB4Dp06eXLlmyxHbhwoXFD+uX0WJ1rMOHD1t8//33\nuW39jBrNnz9fdPToUfOGhgZGYGBgzbZt2zJb9tdcTEwMb+nSpbZKpZKSSCQN27dvl8fGxhr/8MMP\n1idOnEgDdBUk69atszp+/HjapEmTKvr06eNBEhAviQ23NsCQZYipsqn6DoXowhRKDVIKq5vmaUjM\nr0J+hQJ/fTwIFEUhIbcSueUK9HYW6FahsNXN19BoYqCDHqMniOdLq1AATCYYHA4UcXGoOX0a5q++\nCovJk8B1fop5eDQqIGEvcPFH3dwOH9zWzd8wZYduTDlxH41ai+NbEsFiMzDqPT/YOPHAIFUOxIvO\niA+G73hY+I7XPVY3gCq4jQnG7riWU4Pys9+gR+LvsCt8F/kCL5TbDEZBjiuykwzBLV2Pzxzmg+s9\nCB7mAzCgXyAk1vb6PR/i+do40P2BbZ5hZeg/txgNNQxsDXN9YL/fqyXo+U4pqgtY+GPy/W9yM0+n\nPGkov/32m7lIJFL17t1b8ejWD8rPz2dLpdKmygmRSKRsTECkpqayR4wY4Zqdnc1dvHhxTsvqh5a2\nbt1q4eXlVWdoaNi0/GO/fv1cb926ZRwSEtLqMIbCwkKOo6OjEgDYbDZMTEw0hYWFrNzcXE6vXr1q\nGtvZ2toqs7OzOQBqQ0JCXLZu3ZrJ5XJpU1NTDZutqxaWSqXKwsJCTlv9ikQidWOfycnJHDMzM3Xz\neOPi4kw8PDyayp3y8/M5o0aNqgSABQsWFK1cuTIfAMLDwx23b99uNmXKlGbLX933c2UtW7ZMdPbs\n2Ts8Hk/773//2+bLL78Ufvvtt/lz5swR5+XlsWxtbdWbN28WREVFlQCAlZWVRqlUUgUFBUwbG5un\nHobRqRIQFEUNB7AGABPATzRNf9Ni/zQAKwA0ZoN+pGn6p+ca5HOUV5OH/8n/h+ne00n1A9FuxdUN\nSMyvQlJ+FV7vJYExl4XoU3ex7kwaAMCEy4JMxMMwLxs0qLUwYDPx9TifJx+7ThAvCKVcjvI/tqNi\n714IFy6EecQ4mE+YAPPx48EwfoorivWVuvkdLm8EqvMASzdg5CrAkK/bT/7vtapIXoWKgjq88pYX\nbF3JeyDxkmJxAftAWAMItTAFfNYAVR9DnXwanlnnYJizGbUNCmxMGATvgjz0va1CRgITGY48HDiW\nBEunLMgCHCD2tYCFlYm+z4Z4SVRXVzO+/fZbm9OnT999Fv27uLio7ty5kyiXy9lhYWEur732WrmD\ng4O6tbZxcXEGixcvtjt69Oh9sZw/f/5uXV0dNXbsWKeDBw/yxo4d+8A8Do8rNjY2FdB9yX+afrKz\ns9l8Pv++8wkMDKxpOQdE4/0jR46Yfvfddzb19fWMiooKlkwmUwBoNQFx5swZ47S0NIOgoCAPQFcF\nEhAQUMNgMDBx4sTSTZs28d97773S69evm8TExGQ0HicQCNRZWVkcGxubJ0ooNddpEhAURTEBrAUw\nFEAOgKsURR2gaTqxRdMdNE3Pfu4B6oGtiS1+Cf0FEh5ZLox4kEZLQ0vTYDMZuJZZhh9OpiIxvwrF\n1Q1NbXo7CeDnYI7R3Wzha28OmYgHewvDB4ZQkOQD8bKiaRo1p0+jfNvvqP3rL4DFAm/YUHDddReR\nGEZGT965Rq0bYlFfCZz8Ujevw+gfAOfBQBulkYSOyMUcr/+nN4zNuPoOhSA6F54IvKApQNAUAIBR\nXRnCatg4f6cYdgcmIihrO6zkN3DLLxAo7ovzu+pB7WxAofN6uAwNR4jtK3CwtiXv/S+itioWuCba\nNveb2qifpuKhuaSkJG5OTg7X19dXBuiu+nfv3t3z8uXLSWKxuNVEwddff221detWKwA4evToXZFI\npJLL5U1DO/Lz8znNh18AgFQqVXl4eChOnDhhymQy6WXLltkCwMaNG+XBwcF1aWlp7PHjx7v8/PPP\nGV5eXg1owcjIiA4LC6vYu3evecsEhFAoVGZkZHCcnZ1VKpUKNTU1TKFQqLazs2useAAA5OXlcRwc\nHJQtjlVXV1czVSoV2Gw25HI5RygUKtvqt0Vc2oaGhnZ9UKirq6PmzZsnuXz5cqKLi4tq7ty5tvX1\n9Q89lqZp9OvXr+rgwYMZLfe9++67pSNHjnQxMDCgw8LCyhsrOACgoaGBMjIyan28y2PqNAkIAEEA\nUmmaTgcAiqK2AxgDoGUC4qXQOD6/m3U3fYdCdAINag0S8v4ZPpGYV4WUgmqsftUPw71FAICi6gYE\nu1rBU2QKmS0PMhEP5ka610cPGx48bHhtPQVBvFS09fVgGOgmhSv5cS3UpaWw/Nf7sJgwASwrqyfv\nmKaB7CvAxWhA3QBE7gLMxcCcm4A5GcrUHmqlBtlJZXD0syLJB4JoB8qIDxcjwMXaFOh7FaqiFFhf\nP4rp5RdBpf+Ci2UhqE5lYGDsXSh+W4FDQVyoDbjgBxlj1PAQmFs/RaKVIFoRFBSkKCsru9n42M7O\nzicuLi6p+TCDlhYtWlS8aNGiptUsRo8eXbFu3Trrt956q+z06dPGpqamGolEokpLS2MLhUK1iYkJ\nXVxczLx69arJggULCoOCghRTp06taDy+pKSEOWLECNcvvvgiZ9iwYU3zM1RWVjIqKiqYEolEpVKp\ncOTIEbO+fftWt4xn5MiRFZs3bxYMGTKkdsuWLRa9e/euZjAYiIiIqIiMjHRavHhxYWZmJlsulxsM\nGDCgtvmxDAYDvXr1qt6yZYvFzJkzyzdv3iwYNWpURVv9Nufj49OQm5vbrrW86+rqGABgY2Ojrqys\nZBw8eNAiLCzsoStjDBgwoHbevHni+Ph4rre3d0NVVRVDLpezfX19G6RSqUooFKpWrVolOnr06J3G\nY7RaLYqLi9nu7u4PJHGeRGdKQNgByG72OAdAz1baRVAUFQzgDoAPaZrObtmAoqiZAGYCgFgsfgah\nPnuLLyyGKccUH/X4SN+hEM8RTdMoujeEIjGvCt52Zghxs0JBZT3GrbsAADAzZMNTZIrJQWLYW+g+\nNARI+Dgy5+Vbio8gHgdN06i/eRNlv/+OmtizcDl+DEweD/Y/RoNlZQWqWab/sWnUQNIB4OJaIDcO\nMDAHerwJaLW6ageSfGi3S/vScfNUNl79NAiW9qRknCAeC0WBLfSAJNQDwAeASgH7wmIcu6tA0p9/\nYHjyVjhnnUKusAcqLlhg24VLsBSywOuvxdBB/cBidKavBkRXEBYW5njp0iXT8vJyllAo9P3444/z\nPvzww4eu3pCVlcXq0aOHrLa2lklRFL1hwwZhUlJSfOPEkI0mTpxYefjwYTOJROJtaGio/emnn+QA\ncOvWLcOFCxfaUxQFmqYxe/bsgqCgoAeGBXz77bfWWVlZ3K+//tr266+/tgWAkydP3tFqtRg5cqSL\nUqmkaJqm+vTpU7VgwYIHlvGcM2dOSUREhKNYLPY2MzPT7NixIw0AAgMD68PDw8vc3Ny8mEwmvvvu\nu8zGFTAa54CQSqWqVatW5bz66qvOX331lZ2Xl1fdnDlzStrqtzkej6cVi8UNjUmCtn7+lpaWmsjI\nyGKZTOZlb2+v9PPzq22rva2trXrDhg3ySZMmOSmVSgoAPv/881xfX98GAJg0aVLp2rVrWd27d69v\nPOb8+fNG/v7+teyn+ZzUDEXT9KNbPQcURY0HMJym6Rn3Hr8OoGfz4RYURQkA1NA03UBR1NsAXqVp\nelBb/QYGBtJxcXHPMvQOl1GZgfD94XhD9gbmBs7VdzjEM6LWaFFVrwbfmAONlkbUf68iIbcSpbX/\nVHG9HeyERSM8odXSOJlcBJktD7ZmBqRskiAeg1ahQNXhwyj7/Xc0JCaBYWwMs/BwWM56FyyBoGOe\n5NJ64OjHAN9Jt5pFtykAh8xE/7hyU8qxb/UN+ITYIXjyg3OpEQTxFGgaVfK/kX0xBoL04+A2FCG9\ntj9uFw2GdcExZIqSwB08AjK3SQjq6flSTvpKUdQ1mqYD9R1He928eVPu5+fXKZZqJDrWL7/8Yh4X\nF2f0ww8/5D3P5506darY39+/rnkSKSoqyiE8PLxizJgxD1SKPMzNmzct/fz8pK3t60xpzlwAzS8R\n2eOfySYBADRNlzZ7+BOAb59DXM/dxlsbwWVy8YbXG/oOhehAf2dX4FZORdMwiuSCavR1FmBLVBCY\nDAoGLAYGe1rfW4XCDB4iU/AMdJlGBoPCUJlQz2dAEF0LrVaDYrGgyslB/qefgevqCpsln8MsLOzp\nJpUEgIps4PL/AQ49AdlowPdV3VALt+EAgyxL+ySUCjVObk2CmZUheo9zefQBBEE8HooCz9EfXo7+\nAL4EyjPheWM3jp6oRENJGfper0N+QTmuORfiyu9p8BogRY8BruBZGuo7coJ46UydOrWipKTkuX5X\n9/Ly8jQ0NNRu2LDhvhEG3t7eisdJPjzKY1dAUBRlDKCepumnXoKjRb8s6IZVDIYu8XAVwBSaphOa\ntRHRNJ1/7/5YAAtpmu7VVr9drQJCXinHmP1jMFU2FfMC5+k7HOIpKJQarD2divmv6K7iTdxwEVcy\nymBuxIaXLQ+eNjwESvkY7m2j50gJ4sVBazSoiT2L8t9/B9PMDHarVgIA6pOSwPXwePrqodxrwIUf\ngcT9usfBC4CBi54yagIATv+ahKQL+Rg7PwAiZzN9h0MQL5XyWiWS90XD8ORW5Bd54JZLP5jUe4EC\nYCGqx9B5vWBp0kEVY50YqYAgiI7xVBUQFEUxAEwCEAmgB4AGAFyKokoAHAawgabp1Da6aBeaptUU\nRc0G8D/oluHcTNN0AkVRSwHE0TR9AMC/KIoaDUANoAzAtKd93s5m0+1N4DA4pPrhBXA5oxQ/nk7F\nhEB7SATG+CrcG6YGLNjwyBAKgngWtEolMsaNgzI1DSxra1hERjbtM/D0fPon2P8ecOM3gMsDes8C\ngt4mczt0IHtPPkwtDUnygSD0wMKYg96R84ApcyFIuoRhGTGo+/u/iE0aiYbrBrg6cgHyXgmA/5CP\n0S3g5RyeQRBEx2hPWcdpACcALAIQT9O0FgAoiuIDGAhgOUVRe2ma/u1pg6Fp+k8Af7bYtrjZ/UX3\n4nhhvev3LoLtg2FpaKnvUIinlJCnW83Hwlg3ia2b0FSf4RDEC49isQCNFgwzMzj9eRhMk6ecwFBZ\nC/z9O+A3GeCaAC5DAWsZ4P86YEBWleloroFkmBlB6B1FwUHWG5D1hukrDRDeTMapX3fC/zIX/jsz\ncDEzHxe3pMAr3Bn9BnmDxSZDzgiCeDztSUAMoWla1XIjTdNlAPYA2ENRVMdMiUnA3tQe9qb2+g6D\n6AAJeZUQ842a5nEgCOLZohgM2CxZgrz586HKyQHTw+PJOqrKB65sBOI2A/UVuhUtfCcAXuEdGzAB\nADj5SxKsHEzgO5BUkxBEp8LiokeAH3oE+CEz4w1kbFgAh+T/g9x6BBL2lkJ+IhYBQx3gNdiZVEQQ\nBNFuj3y1aEw+UBQVSFHUXoqirlMUdYuiqNsURd1q3oZ4cllVWXjv5HvIrnpgVVGii0rIq4K3HblK\nShDPk3HPIDifOA6DJ0k+qBuAve8A3/sAf30POAYDbx7XJR+IZ+JuXCGSL+RDqXjo0vAEQXQCEkc3\nDPhmPwb89/8wZkw2wmzXwLAqFed2peHnD19DbsFTj8YmCOIl8Tjpym0AtgCIABAGYNS9f4kOsPHW\nRlzOvwxDNplp+EVQVa9CZmkdvGzJWGaCeN4YXC5olQoVMXtBa7VtN9ZqgYJ43X0WF6grBXq8Cbx/\nHXj1V8Ah6NkH/JKqrWxA7B8psJaYovsrEn2HQxBEO/DMLSEZ+TnEn+yEbCgXhoU/od+xG8gaEYZN\nH65CTkaRvkMknjM7OzsfNzc3mYeHh8zb27tpwqU5c+bYNm7v27evq1wuZwOAVqvFtGnTHMRisbeb\nm5vs/PnzRq31e+TIEROZTObJYrECtmzZYtF8X3R0tEAikXhLJBLv6OjoVmdHLSgoYPbs2dPNyMjI\nf+rUqeLm+86dO2fk5uYmE4vF3tOmTXPQtvJZQaFQUCNHjnQSi8Xevr6+HikpKZzGfYsWLbIRi8Xe\nUqnUe8+ePa1ebUxOTub4+vp6iMVi75EjRzrV19dTj+q3uczMTPbAgQNdAODQoUOmjfcbRURESFv+\nXFpq3iYoKMj97Nmzrf6sH6VPnz5uxcXFHTbe6nESEMU0TR+gaTqDpunMxltHBfIyy67KxqH0Q5jg\nNoHM/fCCMOaw8L8PgjGuu52+QyGIl1L1yVPI/+QTVOza3XoDlQKI2wKs6wlsGghUF+q2T9kJhC4H\n+I7PL9iXEE3TOPNbMtRKLYZEyUj5NkF0NSwufMa/gciYnbg1bw6qBOagq1yx/5ubiPn5OFTKDl0s\nj+jkYmNj7yQnJyfGx8cnNW77/PPPC+7cuZOYnJycGBoaWvnJJ5+IAGDXrl1m6enpBnK5PH79+vWZ\ns2bNErfWp5OTk3LLli3ysLCw0ubbCwsLmcuXL7e9cuVKUlxcXNLy5cttW/tybGRkRC9dujRvyZIl\nOS33zZo1S7J+/fpMuVwen56ebrB79+4Hkghr1qyxNDMzU2dlZcXPnj27cO7cufYAcO3aNYOYmBh+\nSkpKwtGjR+988MEHYrX6wSq+uXPn2s+ePbswKysr3szMTL1mzRrLtvptadmyZcI333yzU6xwMnny\n5NKVK1dadVR/j/OO/zlFUT9RFDWZoqhxjbeOCuRltun2JrAYLEz3nq7vUIgOwmRQcLcxhciMVLQQ\nhD6YvjIMRkFBKFq1Curi4n921JUBp5cBq72AQx8ALANgzFrA8N5FBLJCzXNRnl8HeXwpvPvbwcLG\nWN/hEATxhDgsBl596x303X0Y1ha/oo5zCflXmdjx72PIvZ2n7/AIPeLz+U1lBbW1tYzGFeD2799v\nHhkZWcpgMDB48ODaqqoqVmZm5gMTprm7uyt79uypYDDu/7q6b98+s+Dg4CqhUKixsrLSBAcHV8XE\nxDxQcszj8bSvvPJKjYGBwX3lDZmZmeyamhrG4MGDaxkMBiIjI0v37dv3QCXBoUOHzKdPn14KAFFR\nUeUXLlww1Wq12L17t/m4cePKDA0NaQ8PD6VEImk4c+bMfW9kWq0WFy9eNI2KiioHgOnTp5cePHjQ\nvK1+Wzp8+LBFRERE5UN/wM3Mnz9f5O3t7enq6uo1efJkSWv9NRcTE8Pr1q2bh0wm8wwNDXWqrKxk\nHDhwwHTIkCHOjW327t3LGzp0qDMATJo0qSImJqbD1uFtzySUjaIAeABgA2g8KxpATEcF8zLKrs7G\ngbQDmOQxCVZGHZZYIvRsz7UccNkMjPK11XcoBPFSoigKNkuWIGPMGBR+sxx2q1bqdtRXAGdXAq7D\ngN7vAdJ+JOmgBxYiI4yd1x22LuYAAI1aCyaLVEEQRFdlYsZH+MpdoMsykPv79zh+qy8Orb4EM5z4\nOQAAIABJREFU+5FlGBkxQ9/hvTQmH5rs3nLbYMngshk+M4prVbWMGf+b4dpy/yjnUSWRnpGlxXXF\nrH+d+pdz831/jPojpT3PO3jwYFeKohAVFVU8f/78pqv277//vt2uXbsEpqammtjY2BQAyM/PZ0ul\nUmVjG5FIpMzMzGRLJJJ2zSmYm5vLtre3bzrezs5OmZub2+4Z3zMzM9kikajpuSQSiTI/P/+B4wsL\nCzmOjo5KAGCz2TAxMdEUFhaycnNzOb169appbGdra6vMzs7mAKgNCQlx2bp1ayaXy6VNTU01bLau\nW6lUqiwsLOS01a9IJGoqo0hOTuaYmZmpDQ0N6cZtcXFxJh4eHrLGx/n5+ZxRo0ZVAsCCBQuKVq5c\nmQ8A4eHhjtu3bzebMmVKq8mL/Px81rJly0Rnz569w+PxtP/+979tvvzyS+G3336bP2fOHHFeXh7L\n1tZWvXnzZkFUVFQJAFhZWWmUSiVVUFDAtLGxeerypsd5t/ejaTqQpuk3aJqOuncjl+yfkhnXDDN9\nZ5LqhxfMhrNp2HPtgYovgiCeI66TIwRvv42qw4dRc+68br4HRTkwNxGYsh1w7E+SD3pCUVRT8kF+\nuwR/LL2M0ryaRxxFEERnR/EdYf/e9xD3boAkbSPEn63C1g9GQVHboO/QiGfk/PnzyYmJiUnHjh27\nu2nTJusjR440rYEdHR2dW1BQcGv8+PGlK1assNZnnM9DbGxsqlQqferFGbKzs9l8Pv++cR2BgYE1\nycnJiY23IUOGVDTuO3LkiKmvr6+Hm5ub7MKFC6bx8fEPLcE+c+aMcVpamkFQUJCHh4eHbPv27YKs\nrCwOg8HAxIkTSzdt2sQvKSlhXr9+3WTChAlNSQyBQKDOyspqdb6Kx/U4FRCXKIqS0TSd2BFPTOjw\nODzM6jZL32EQHahepUFacS1e8bLRdygE8dITzHwLDXfugGluDpxbCcR+C8y6CJiS/5+dhYExG8p6\nDfZ8ew3D3vSC1IfMhUQQXRpFYXDU60gfGIIbs8fCMtkDW+fswZhPB0IkFek7uhdaWxULxmxjbVv7\nrYys1O2teGjO0dFRBQB2dnbqkSNHVly8eNE4NDT0vozy9OnTy0aMGOG6evXqPJFIpJLL5U1fZPPz\n8zkSiUT1/vvv2x0/ftwMAJKTkx/6fdPOzk4VGxtr2vg4NzeXExISUv3LL7+YL1u2zBYANm7cKA8O\nDq5r7XiJRKJqXvGQmZnJaV4R0UgoFCozMjI4zs7OKpVKhZqaGqZQKFTb2dk1VjwAAPLy8jgODg7K\nFseqq6urmSqVCmw2G3K5nCMUCpVt9dv8eCMjI21DQ0O7CgXq6uqoefPmSS5fvpzo4uKimjt3rm19\nff1Dj6VpGv369as6ePBgRst97777bunIkSNdDAwM6LCwsPLGCg4AaGhooIyMjB4xs3f7PE4FRD8A\nf1MUldJyGU7iyfx0+yecyjql7zCIDpZcUA2NloaXLVmCkyD0jcHhwP6HNTD08QYCogC2IXBkIUDT\njz6YeC5snMww4eNAmFkZ4vC6W7h+LBM0+f0QRJfnJBUjbPd5VNrlgaJ52PXtRZTnlOk7LKIDVVVV\nMcrLyxmN90+fPs3z9fVVAMDt27e5je127txp7uzsrACA0aNHV2zbtk2g1Wpx8uRJY1NTU41EIlFF\nR0fnNl7db+s5w8PDK2NjY3nFxcXM4uJiZmxsLC88PLxy6tSpFY3HPyz5AOgSECYmJtqTJ08aa7Va\nbNu2TTBmzJiKlu1GjhxZsXnzZgEAbNmyxaJ3797VDAYDERERFTExMXyFQkElJydz5HK5wYABA2qb\nH8tgMNCrV6/qxhUoNm/eLBg1alRFW/025+Pj05Cbm9uuaoO6ujoGANjY2KgrKysZBw8ebHNljAED\nBtTGxcWZxMfHcwHd7+3WrVtcAJBKpSqhUKhatWqVaObMmU1DabRaLYqLi9nu7u4dUsr0OAmI4QBc\nAQwDWYbzqeXW5GLtjbW4mHdR36EQHSwhT1etRJbgJIjOQ1NdjfxV61DvMhNIOwmkHNF3SEQzpnwD\njJsfAGd/a1yMSUNWAvmSQhAvAo6BIab8/DuM/E6DCwYOrDiHmuIqfYdFdJCcnBxWr169PNzd3WXd\nu3f3HDZsWMX48eOrAGD+/Pn2rq6uXm5ubrKTJ0/y1q9fnw0AEydOrJRIJA0SicT73Xfflaxdu7bV\nVRVjY2ONhEKh759//mnx4YcfSlxcXLwAQCgUahYsWJAXEBDgGRAQ4PnRRx/lCYXCVuclsLOz8/ns\ns88cdu/eLRAKhb7Xrl0zAIC1a9dmvvPOO1KJROItlUobmg81aDRnzpyS8vJyllgs9o6OjrZZuXJl\nDgAEBgbWh4eHl7m5uXkNHz7c7bvvvstksXSDCkJCQlwalxtdtWpVTnR0tI1YLPYuLy9nzZkzp6St\nfpvj8XhasVjc0JgkaIulpaUmMjKyWCaTeYWGhrr4+fnVttXe1tZWvWHDBvmkSZOc3NzcZIGBgR63\nb982aNw/adKkUpFIpOzevXt947bz588b+fv71zaviHgaVHuvMlAUFUDT9LUW20bRNH2oQyJ5RgID\nA+m4uDh9h/GALy5+gf2p+/HnuD9hY0xKgV8kX/+ZhD+uZOHm58NAkfHlBNEpqMvLkR46AhxHR0j6\npoLSNACzLgNsg0cfTDw3NE0j42YJHP0sQVEUaC0NikFeRwniRVB87Hfs3cMDpanG1HXjweV0zJeZ\njkRR1DWapgP1HUd73bx5U+7n59cplmokOtYvv/xiHhcXZ/TDDz881+Vkpk6dKvb396/78MMPm/6u\noqKiHMLDwyvGjBlT3d5+bt68aenn5ydtbd/jVEBsoijKu/EBRVGTAXz2GMcT9+TV5GFf6j6Mcx1H\nkg8voEUjPHFh0WCSfCCIToRlYQHrhQuhuHEDFVQYQDGASjJRbGdDURSculmBoiiU5ddi+1dXUJzV\n7s87BEF0YlbDpsDU8G94JMVg87/f0nc4BNGpTZ06taL5aiHPg5eXl2diYqLhO++8U9p8u7e3t+Jx\nkg+P8jgVEE4AdgOYAqA/gKkARtE03a71SfWlM1ZALL24FHtT9+LIuCMkAUEQBPGc0DSNrDemoT45\nGc4H94MlJK+/nVlJTjUOr72F+loVhkyTwbn7Cz+BOkG88DQaDXaF94dnejnk48eAWWsCi26+6DVp\nJJgspr7DIxUQBNFBOqQCgqbpdACTAMQAiAAwrLMnHzqrbtbd8Lbv2yT58AJKL67Bu79dQ0oBuWJH\nEJ0NRVGwWbIEtEKBotVrAGUtcHu3vsMiHsLS3hTjPw6EwM4ERzfG4+rhDDI5JUF0cUwmE90+/w/y\nbIegNlkM50PbwP9qIf4c+zo06laH8RME8YJ5ZAKicbWLeyte7AbAB+AI4DJZBePJjHYejXf83tF3\nGMQz8Hd2BY7EF4AMWSaIzonr5AjRN1/DcvZs4MomYM+bgPy8vsMiHsLYjIvwuf5w72WDKwczkHA2\nV98hEQTxlEqSK8HUqlBu4YFqEwcAgMvdG7i4/aCeIyMI4nloTwVE42oXjbee+GcljA5dBYOiqOH3\nlvlMpSjq41b2cymK2nFv/2WKoqQd+fzPWkFtAX5L/A316vpHNya6pPjcKhiwGXCyMtF3KARBPITZ\nyJHg2NuB7vEWaFN73bKcGvWjDyT0gsVmYvAbnhg8zROefWwBgFRCEEQXJo87BpvCq6BoDYot/f7Z\nfu2YHqMiCOJ5aU8CIoum6cyH3QCA6oDZ9iiKYgJYCyAUgAzAZIqiZC2avQmgnKZpFwCrASx/2ud9\nnv6b8F8sv7ocfyT/geyqbPIB6gWUkFcJDxsemKQEgiA6NVqpRPb7H6K4NBgojAeubdF3SEQbKIqC\nRy8RmGwG6mtV2PfdDRRkkFGgBNEVlTtywFbXwbgmF1U8yT/bpRw9RkUQxPPSngTEaYqi3qcoStx8\nI0VRHIqiBlEUtRXAGx0QSxCAVJqm02maVgLYDmBMizZjAGy9d383gMEdkfx4XngcHrhMLr679h1G\n7B2BcQfGNe1LKElAUV2RHqMjnpZWSyMxrwredjx9h0IQxCNQHA5YfAFKD5xHvUlP4NRXQG3pow8k\n9K6+RoWa8nrsW3UDKZcL9B0OQRDtVbYdqPsbvj0kuOpKwaC+DA0cMwDAVVcKvj0kj+iA6IwmTJgg\n5fP5fq6url7Nt8+ZM8fWzc1N5uHhIevbt6+rXC5nA4BWq8W0adMcxGKxt5ubm+z8+fNGjcf079/f\n1dTUtNvAgQNd2nrOh7VbtmyZlVgs9qYoKiA/P5/1sOMf1u6zzz4Tenh4yDw8PGSurq5eTCYzoLCw\n8IHZUc+dO2fk5uYmE4vF3tOmTXPQarUAgMLCQmafPn1cJRKJd58+fVyLi4tbnVk1OjpaIJFIvCUS\niXd0dLTgUf22tHTpUusff/xRAAARERHSLVu2WDTfb2Rk5P+wc2/ZJiUlhdPyd9deV65cMYyIiJA+\n7nHtSUAMB6AB8AdFUXkURSVSFJUO4C6AyQC+p2n6v4/7xK2wA5Dd7HHOvW2ttqFpWg2gEoCgRRtQ\nFDWToqg4iqLiiouLOyC0jjGr2yxcnHIRO0ftxOLeizHRfWLTvnmx8zB412AM3jkY/zr1L2y8tRE3\ni2/qMVricVXVq+BkZQx/B4tHNyYIQu+sF34EpokJCi4ZgRb5AUoyeWxXYC40woSPe8DGiYcTWxJx\ncW8qaC2pKCSITq/qKKC4hf5KFa4ObwCtSoBhTQK+nsDA1eEN6K9S6TtC4glMnz695MCBA3dbbv/8\n888L7ty5k5icnJwYGhpa+cknn4gAYNeuXWbp6ekGcrk8fv369ZmzZs1qusg9f/78gg0bNmQ86jkf\n1i4kJKTm+PHjd2xtbdtcvvJh7b788svC5OTkxOTk5MQvvvgip0ePHtVCofCB2VFnzZolWb9+faZc\nLo9PT0832L17N+/eOYsGDBhQnZmZGT9gwIDqxYsXP7DiQGFhIXP58uW2V65cSYqLi0tavny5bWOi\n4mH9NqdSqfDbb79Zvv3223q/ahIUFKTIz8/n3L1797HKlx6ZgKBpup6m6XU0TfcFIAEwGEB3mqYl\nNE2/RdP0jSeM+ZmhaXojTdOBNE0HWllZ6Tuc+7AZbHgKPDHBbQIme0xu2v5N/2+wsMdC9BD1QEZl\nBqJvRGNf6j4AgJbW4t/n/42tCVsRVxCHOlWdvsIn2mBuxMH+2f0QEWCv71AIgmgHloUFrD/6CIr4\nFFQYvAZYSPUdEtFOBiZshM3pBq9gO1z/XxYuH0jXd0gEQTyK9L+AYCoYtt2wprgEdoUXQGv3YYZJ\nCdYUl4Ah6qbvCIknEBoaWmNlZfXAREp8Pr/p8n1tbS2jsWh9//795pGRkaUMBgODBw+uraqqYmVm\nZrIBYMyYMdU8Hq/1y/7NPKxd3759Fe7u7m0mH9rb7o8//uBPmDChrOX2zMxMdk1NDWPw4MG1DAYD\nkZGRpfv27bMAgKNHj5o3Jgbefvvt0iNHjjxwVXLfvn1mwcHBVUKhUGNlZaUJDg6uiomJMWur3+YO\nHjzI8/HxqWOz2Y86TVRWVjJ69+7tJpPJPN3c3GS//fabeVvt1Wo13n77bXtvb29PNzc32YoVKywB\nYOzYsdJff/216djRo0c7NvYVGhpasXXr1se6+vrQ0pTW0DStApD/OMc8hlwADs0e29/b1lqbHIqi\nWADMAOg9+9MRull3Qzfrf154q5RVaFA3AABKFCW4WnAVB9IOAAAYFANOZk6Y3W02BksGQ61Vg6Zp\nsJmP/kMkCIIg/mE2NhyVe/ei7NdfYP5KH1B//waELAS6zui+lxaTycCAKe6wlphC4q0rhsxOLENO\nSjmcu1vBSmyKLjRKkyBeHi5DUGMdCkP1XVjyyxCsqAfcRwAuQ/QdWZeXMWGie8ttpkOHlFnOnFms\nra1lZE6Lcm2532x0WAn/9ddL1cXFrOxZ7zk33+e4a2fK08Tz/vvv2+3atUtgamqqiY2NTQGA/Px8\ntlQqbfryLxKJlJmZmWyJRNJpSmCqq6sZZ8+eNfvpp5+yWu7LzMxki0SiplglEokyPz+fDQClpaWs\nxvNwcHBQlZaWsgDg7NmzRmvXrrXasWNHZm5uLtve3r7p/O3s7JS5ubnstvpt7ty5cybdu3e/72r0\np59+ar98+XJRy7ZGRkbaw4cPp/L5fG1+fj6rZ8+eHlOmTKlgMFqvQfj+++8tzczMNPHx8UkKhYLq\n0aOHR1hYWNWMGTNKVq9eLXz99dcrSktLmdeuXTPZs2dPBgD07Nmz9ptvvhEBKHzUz7XRYyUgnrGr\nAFwpinKELtEwCcCUFm0OQDffxEUA4wGcol/QmRx5HB5wr5jF2sgax8YfQ4miBAklCYgvjUdCSQKM\n2LohUzeKbuDt42/D3cIdXpZe8Lb0hrfAG45mjmAyWh16RDwD7227DkMOEysn+D26MUEQnQJFUbD9\ndjkYJiag7u5DzR/fof5sLkwmvQ+uqyv5AtsFyPraNt0vzKzCjeNZuP6/TJjyDeDkbwUnfyuInM3I\n75IgOgsGA+erw5Hdg4epA08C/q/okg8P+VJEdF3R0dG50dHRuYsWLbJZsWKF9erVq/P0HVN7bN++\n3SwgIKCmteEX7cVgMJred4KDg+uCg4MzOyK2goICtqenp6L5tq+++ionKiqqvPFx4/wOWq2W+uCD\nD+wvXbpkwmAwUFRUxMnJyWGJxeJWl/46ceIELzk52ejAgQMWAFBdXc1MTEw0GDduXNWcOXMkeXl5\nrN9++81i5MiR5Y0VGCKRSF1YWPhYV8E7TQKCpmk1RVGzAfwPABPAZpqmEyiKWgogjqbpAwB+BvAr\nRVGpAMqgS1K8NCwNLRHiEIIQh5D7tgsMBXjN8zXEl8bjUPoh7EjZAQDYNmIbfK18kVyWjIzKDHgL\nvGFvak8+hD0jlzPKEOLWuYb8EATxaGzRvYsG3SJRW7sGZb+fQPHvJ8C2tYXJgBCYhITAODiYvHZ2\nAYGhUnj3t0PGrWKk3SjG7dgcZNwsxmtf9gYAlBfUwszKEAwm+aJDEPpy53IcMjL4EBrdAHfCSoCs\nHNZh2qpYYBgba9vaz7KyUj9txcPDTJ8+vWzEiBGuq1evzhOJRCq5XN40Z0B+fj6nreqHU6dOGc+a\nNUsCAJ999lluZGTkYy+B1K9fP9eSkhK2n59f7Y4dOx6ZCNi5cyd/4sSJDwy/AACJRKJqXpmQmZnJ\naaxcEAgE6sZqjszMTDafz3/gi76dnZ0qNjbWtPFxbm4uJyQkpLqtfpszMDDQ1tfXt+tNbMOGDfzS\n0lLW7du3k7hcLm1nZ+ejUCgeeixN09SqVauyIiIiqlrue/XVV0s3bdrE37NnD3/Lli3yxu0KhYJh\nYGDwyGEzzbU7AUFR1HEA82mafmYzI9I0/SeAP1tsW9zsfj2ACc/q+bsqJzMnzA2cC0A3X4S8Uo74\n0ni483VVWH+m/4ktCbol5sy4ZvASeMFL4IV3/N4Bh0mWPOoIRVX1KKlpICtgEERXxmBA+M3/gf/D\nUNQYjURNkRkq9u5D7ZUrcA7RJX5rzv8Frosz2DYPzCtFdBIGJmx49rGFZx9bKBVqVJYoQFEUNBot\n9qy4BgoUHP0s4eRvBQcPPphskowgiOelvrIWsf+XAgbTGMyBUjBI8uGFdfv2ba6Pj08DAOzcudPc\n2dlZAQCjR4+uWLdunfVbb71Vdvr0aWNTU1NNWwmIQYMG1SYnJyc+TSznz59/YJLMhyktLWVeuXLF\ntHGIQUsSiURlYmKiPXnypPHAgQNrt23bJnjvvfeKAOCVV16p2LBhg2DZsmUFGzZsEAwfPryi5fHh\n4eGVS5cutWuceDI2Npa3evXqHKFQqHlYv815enrWp6amcttzLpWVlUxLS0sVl8ulDx48aJqXl9fm\nF7+hQ4dWrl+/3mrUqFHVXC6XvnXrFlcqlap4PJ72nXfeKenZs6enpaWlKiAgoL7xmMTERK67u7ui\nrX5bepwKiIUAvqcoSg7gE5qmn9VcEMRTYFAMOJk7wcncqWnb+93fR6hjaNPQjfiSeOxL3Yf3/d8H\nAKy4ugLZ1dlNQze8LL1gxjXT1yl0SfF5umSsly35uRFEl2YfCHafybC4tRMWSy9Ba/odVHm6ilFa\nqUTunDnQ1taC6+4OkwEDYBISAkM/X1BMMtytM+IYsmDl0HShCQNf80Da9WKkXi9C0oV8cAyY6P+q\nGzx6PzB0liCIDqZSqvH7vO1QscWguNsQPmqLvkMiOkBYWJjjpUuXTMvLy1lCodD3448/zvvwww9L\n5s+fb5+enm5AURRtb2+v/PnnnzMBYOLEiZWHDx82k0gk3oaGhtqffvpJ3thXQECAe3p6uoFCoWAK\nhULfdevWyVu7Gv+wdl999ZV1dHS0TWlpKdvPz082cODAytYqHtpqt23bNvP+/ftXtTUZ5tq1azPf\nfPNNx/r6emrgwIFVEyZMqASAL774In/s2LHOEonE0s7OTrl379404P45IIRCoWbBggV5AQEBngDw\n0Ucf5TUO9XhYv82Fh4dXTpkyxbE9v5sZM2aUhYaGunh7e3t6eXnVOTo61rfV/sMPPyyRy+VcHx8f\nT5qmKT6fr/rzzz/TAMDBwUHt7OxcHxYWdl9S5dSpU7xRo0Y9VlUK9bhTKFAUFQFgMYAYAN/SNP1Y\nGY/nLTAwkI6Li9N3GJ2OSqsCm6Gr8vn+2vc4mXUS8ip50/7+dv2xbsg6AMDd8ruwM7FrmnOCeFD0\nybtYdfwObi8ZBlMDMhkoQXRp1YXAmWXAwH8DJtZNm2mahjItDTWxsag5E4u669cBjQaWs96F1b/+\nBVqlglahAJNHKqE6O41Ki+zkMqTdKIasry1EzmYoSK/E3yey4OxvDYmPAByDTjNKlSC6PFqjwal/\nvY6qbA8UCuSYsCYaAp6xvsN6AEVR12iaDtR3HO118+ZNuZ+fX4m+4yCer6FDhzp/9913OY0VJs9D\ndXU1QyaTyf7+++8kgUCgAQCFQkH16tXLPS4uLrnlqhw3b9609PPzk7bW12O9u1K6AbApANYD+ArA\nWxRFLaJp+tcnORFCfxqTDwDwQcAH+CDgA1Qpq5BYmoj4kngYs3VvCjRNI+p/UahWVsPJzKmpSqKH\nqAeczJwe1v1Lx9HKGJODxCT5QBAvAlMhELbmgc0URYHr4gKuiwsEb74JTWUlav/6C1x33XC3uqtX\nkfXWTBj5+8NkoK46guPsTOaO6ISYbAakPpaQ+lg2baspb0B+aiXSrheDyWLAQcaHs78VXAOFZJgG\nQTyFoswqyH/4HLYnbyCpXyEGf7mrUyYfCKKrWLlyZU5OTg77eSUg9u3bZzpr1izpO++8U9iYfACA\n1NRUzn/+85/c9iwJ2ly7KyAoivoLgCOABACXAFwGkAxgDgAuTdMzH+uZnxNSAfF0NFoNzueeR3xp\nPOJLdEM4yhvKEeUdhbkBc1GvrsfKuJXwEuhW33AycyIrbxAE8WIoiAfOrwaC3gLsAgFm2zl7ZVYW\nKmJiUHMmFg3JyQAAtp0dxFu3gmNv9zwiJp6SVkujIL0S6deLkXajCMp6Daav6Acmi4FCeRVM+QYw\n4pG5kwiiPTRqLa4dSUPcn5mwZdyGlegmgj7ZdN9FsM6GVEAQRMfoqAqImQASW1n28n2KopKeNDii\nc2MymPetvEHTNPJq88CkdEmGnOqc+1beMGQZwpPvidn+s9HDpgc0Wg0YFOOFvgKoVGuhUGlgZth5\n31AJgngCijIg6SAQvxswMAOcBwGuwwCvcQDb4IHmHLEY1h98AOsPPoCqoAA1sWdRd/ky2CLdhJVF\n361GQ2pq08oabKHweZ8R8QgMBgVbF3PYupij7wQXVJfWg8ligKZpHN+cgKpiBUQu5nDyt4KzvxVM\nLB78OyAIAsiOL8KJ/7uAOjUP1oYXwRbloO+8nwAGGdpEEC+7dr8K0DSd0MbukR0QC9EFUBQFO5N/\nruS5WLjgwuQLTStvJJQkIL40vim7fSbnDJZcWKJbecPSC94Cb3hbesPK6MVZrjIuswxTNl3GH2/1\nQm9ngb7DIQiiozgGA/PvAOmngbsngNTjwJ1jgHeEbn/aaYBjDNgFAC0qv9g2NrB4dSIsXp3YtI1h\nZIiG5GTUnDoFAOB6esIsLAyC6VHP7ZSI9qMoCjxLw6bHoW/7IPV6EdJvFOP8zrs4v/Muug+XoHe4\nsx6jJIjO5+bvp3H+LA0DhRLGivVICpbigxk/PrKKjCCIl0OHvBLQNJ3eEf0QXVPzlTdGO4++b5+1\noTUGiQchviQeP9/+GRpaN2zo0NhDkPAkSCpNQnl9eZdeeSMhVzc5r6vQRM+REATR4QzNAa+xuptW\nC1RmAax7q18dXwwU3AIMLQDnwYDrUN2/Jq0nWC3feQeCt9+GMjUVNbGxqD5zBg2pqQB01WVF33wD\nw27dYNy3L5nIspOhKAoCOxMI7EzQM8wJ5QW1SP+7GNZi3e+psrgORzbEw9nfCs7+1uDbkvHtxMuD\npmnkp1agLrcYVZsXgXv1DkROfXDH7TpsR6zAZ0NCXuhKWIIgHg9JRRLPlI+VD3ysfAAACrUCyWXJ\nSCxNhIOpAwBge8p2xNyNAQA4mDo0VUi8Lnu9y7xZJeRVwoZnAEuTdi3JSxBEV8VgABbSfx5P3X+v\nOuI4kHpCN1TDczTw6r15mfNvAUKv+6ojKIoC19UVXFdXCGbMQOOoRnVxMSr37UfZ1l8AFgtG3bvD\nJCQEvNDhYNvaPseTJNrDwsYYAcP/STLU16rB5jBx5WAGrhzMgIWNEZy6WcF/mBhcIzI8j3gxqRo0\nuBtXiNunslCSWwcrowI4p6XhZKglUgIGYu7QlXC2Nn10RwRBvFTItM7Ec2PIMoS/tT8iPSPBoHR/\nevMC52HTsE2Y030O3C3ccaP4Bnak7GhKPnxz5Rt8ev5TbE/ejviSeCg1Sn2eQqsS8qpj+hd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Jr9tHeVcdhzpfvb5hoP//dPqZuKWqvsKuMwMmJmHkkZRsKBKOFgDL1FjVIpZ038lAl2RnC1+EnP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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "halleys = dastcom5.orbit_from_name('1P')\n", "\n", "frame = OrbitPlotter()\n", "frame.plot(halleys[0], label='Halley')\n", "frame.plot(halleys[5], label='Halley')\n", "frame.plot(halleys[10], label='Halley')\n", "frame.plot(halleys[20], label='Halley')\n", "frame.plot(halleys[-1], label='Halley')" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "## ¿Cómo funciona?" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "![dastcom5 index](dastcom5_index.png)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "![DASTCOM5 structure](dastcom5_structure.png)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "![Asteroid and comet structure](ast_com_structure.png)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "text/plain": [ "('NO',\n", " 'NOBS',\n", " 'OBSFRST',\n", " 'OBSLAST',\n", " 'EPOCH',\n", " 'CALEPO',\n", " 'MA',\n", " 'W',\n", " 'OM',\n", " 'IN',\n", " 'EC',\n", " 'A',\n", " 'QR',\n", " 'TP',\n", " 'TPCAL',\n", " 'TPFRAC',\n", " 'SOLDAT',\n", " 'SRC1',\n", " 'SRC2',\n", " 'SRC3')" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ast_db = dastcom5.asteroid_db()\n", "comet_db = dastcom5.comet_db()\n", "\n", "ast_db.dtype.names[:20] # They are more than 100, but that would be too much lines in this notebook :P" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/png": 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tMcg6+vNqlOfmoKG6Ek11daBpA9y6hmLEOx8DAM79vhHNijsnPHn36NUahB39eTV06tZJ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Zvsxo0bV2ZhYSGEhITo1Gq19vDhw1bXxrOZ3O7duxfc2P6nn36yHzJkSGPpiUmTJjVmlI+Ojq7N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\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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "aphelion_condition = 2 * ast_db['A'] - ast_db['QR'] < 0.983\n", "axis_condition = ast_db['A'] < 1.3 \n", "atiras = ast_db[aphelion_condition & axis_condition]\n", "\n", "earth = Orbit.from_body_ephem(Earth)\n", "\n", "frame = OrbitPlotter()\n", "frame.plot(earth, label='Earth')\n", "\n", "for i in range(len(atiras)):\n", " record = atiras['NO'][i]\n", " label = atiras['ASTNAM'][i].decode().strip() # DASTCOM5 strings are binary\n", " ss = dastcom5.orbit_from_record(record)\n", " frame.plot(ss, label=label)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "text/html": [ "
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NUMBERNOBSOBSFRSTOBSLASTEPOCHCALEPOCHMAWOMINECAQRTPTPCALTPFRACSOLDATDESIGIREFNAME
7380079006671154002440480.519690916.00.74691811.24630051.0110007.1494000.6330173.5014291.2849652.440476e+061.969091e+070.5348000.000000e+0067PSAO/1969Churyumov-Gerasimenko
7380089006681154002442880.519760412.00.71318511.35870051.0284007.1289000.6305583.5148281.2985252.442876e+061.976041e+070.7318000.000000e+0067PSAO/1976Churyumov-Gerasimenko
7380099006691154002445280.519821107.0359.23963511.36670051.0153007.1170000.6291523.5220471.3061442.445286e+061.982111e+070.5993000.000000e+0067PSAO/1982Churyumov-Gerasimenko
7380109006701154002447680.519890603.0357.69807011.42450051.0115007.1183000.6302543.5150731.2996842.447696e+061.989062e+070.8918000.000000e+0067PSAO/1989Churyumov-Gerasimenko
7380119006711154002450080.519951229.0357.06078811.38610051.0070007.1135000.6301933.5154341.3000322.450100e+061.996012e+070.1560000.000000e+0067PSAO/1996Churyumov-Gerasimenko
7380129006721154002452520.520020903.02.35445311.45140050.9693007.1205000.6315293.5072991.2923382.452505e+062.002082e+070.8092000.000000e+0067PSAO/2002Churyumov-Gerasimenko
738013900673632519950703201704272455491.520101022.091.76808612.69446450.1800467.0436810.6405823.4647381.2452882.454891e+062.009023e+070.0275252.457882e+0667PK154/1Churyumov-Gerasimenko
\n", "
" ], "text/plain": [ " NUMBER NOBS OBSFRST OBSLAST EPOCH CALEPOCH MA \\\n", "738007 900667 1154 0 0 2440480.5 19690916.0 0.746918 \n", "738008 900668 1154 0 0 2442880.5 19760412.0 0.713185 \n", "738009 900669 1154 0 0 2445280.5 19821107.0 359.239635 \n", "738010 900670 1154 0 0 2447680.5 19890603.0 357.698070 \n", "738011 900671 1154 0 0 2450080.5 19951229.0 357.060788 \n", "738012 900672 1154 0 0 2452520.5 20020903.0 2.354453 \n", "738013 900673 6325 19950703 20170427 2455491.5 20101022.0 91.768086 \n", "\n", " W OM IN EC A QR \\\n", "738007 11.246300 51.011000 7.149400 0.633017 3.501429 1.284965 \n", "738008 11.358700 51.028400 7.128900 0.630558 3.514828 1.298525 \n", "738009 11.366700 51.015300 7.117000 0.629152 3.522047 1.306144 \n", "738010 11.424500 51.011500 7.118300 0.630254 3.515073 1.299684 \n", "738011 11.386100 51.007000 7.113500 0.630193 3.515434 1.300032 \n", "738012 11.451400 50.969300 7.120500 0.631529 3.507299 1.292338 \n", "738013 12.694464 50.180046 7.043681 0.640582 3.464738 1.245288 \n", "\n", " TP TPCAL TPFRAC SOLDAT DESIG IREF \\\n", "738007 2.440476e+06 1.969091e+07 0.534800 0.000000e+00 67P SAO/1969 \n", "738008 2.442876e+06 1.976041e+07 0.731800 0.000000e+00 67P SAO/1976 \n", "738009 2.445286e+06 1.982111e+07 0.599300 0.000000e+00 67P SAO/1982 \n", "738010 2.447696e+06 1.989062e+07 0.891800 0.000000e+00 67P SAO/1989 \n", "738011 2.450100e+06 1.996012e+07 0.156000 0.000000e+00 67P SAO/1996 \n", "738012 2.452505e+06 2.002082e+07 0.809200 0.000000e+00 67P SAO/2002 \n", "738013 2.454891e+06 2.009023e+07 0.027525 2.457882e+06 67P K154/1 \n", "\n", " NAME \n", "738007 Churyumov-Gerasimenko \n", "738008 Churyumov-Gerasimenko \n", "738009 Churyumov-Gerasimenko \n", "738010 Churyumov-Gerasimenko \n", "738011 Churyumov-Gerasimenko \n", "738012 Churyumov-Gerasimenko \n", "738013 Churyumov-Gerasimenko " ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "db = dastcom5.entire_db()\n", "\n", "db[db.NAME == 'Churyumov-Gerasimenko']" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## SOCIS y conclusiones\n", "\n", "* Sin una persona a tiempo completo, este proyecto no habría llegado hasta aquí\n", "* Sin dinero, no puede haber personas a tiempo completo :)\n", "* Este programa no se conoce mucho en España, ¡ayudadnos a difundir!" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# _Per Python ad astra!_\n", "\n", "* Diapositivas: https://github.com/poliastro/pycones2017-talk\n", "* Chat: https://riot.im/app/#/room/#poliastro:matrix.org\n", "\n", "## Muchas gracias :)\n", "\n", "![Rocket](rocket.jpg)" ] } ], "metadata": { "celltoolbar": "Slideshow", "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": "3.6.2" } }, "nbformat": 4, "nbformat_minor": 2 }