{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Other procedures to generate XYZ masks\n",
    "\n",
    "TODO: change"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-05-02T18:19:16.473025Z",
     "start_time": "2020-05-02T18:19:15.414565Z"
    }
   },
   "outputs": [],
   "source": [
    "from diffractio import plt, np, mm, degrees, um\n",
    "from diffractio.scalar_masks_XY import Scalar_mask_XY\n",
    "from diffractio.diffractio import Diffractio"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# change to pv.set_jupyter_backend('trame') for dynamic images.\n",
    "import pyvista as pv\n",
    "pv.set_jupyter_backend('static')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Adding masks"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-05-02T18:19:18.279500Z",
     "start_time": "2020-05-02T18:19:16.491412Z"
    }
   },
   "outputs": [
    {
     "data": {
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lGhIgQGAQgdL1f+u17yqlP+zy++eFNGCQWCiUAAECBLoSkAB0Jek8BAislcBs1/+mW24rbbv4wnvmhTRgrSKtMQQIEJiegARgejHXYgIEdhJI77/c9S9d/zvuPFa+cf55R/KipgEeBewE6XMCBAgQaFFAAtBiVNSJAIGhBOqN/9mu//HjJ0t9Dh8+lNfl59ELzksmkKcB0oChgqVcAgQIENibgARgb26+RYDAugnUrn8alt5/uetfuv4nT8+Vyoypgwc3/j+z/Dzn0MYqatKAdbsOtIcAAQITELAK0ASCrIkECCwUmOv659ja+69d/3KCsmpC+Xni5MZjgds/cGcOrpMEPA1YKO1DAgQIEGhCQALQRBhUggCBQQQWdP1Tn/T+S19/Qd2SBpy869Tx43e+5o3X1sOkAZXCCwIECBBoUEAC0GBQVIkAgZUL7Nj1Tw127P2XWuawE6dO5VFAfpUGrDxyCiBAgACBfQuYA7BvQicgQGBUAh12/Te3O9MD8uaRc8/Jz0svuTA/rRm6Wck7BAgQIDCsgARgWH+lEyDQk0D6/ZtX9pyb49tVVaQBXUk6DwECBAisQkACsApV5yRAoCGBuVv+dYJvqjg3x7fbSksDuvV0NgIECBDoSkAC0JWk8xAg0JzAXNc/9au9/5V2/WchpAGzGl4TIECAQAsCEoAWoqAOBAh0LLCg65+Seuv911ZJAyqFFwQIECAwuIBVgAYPgQoQINCxQJ/D/ZesellQ6EPHjuf46264OT/r1gF5bdnQJRkdRoAAAQKdCEgAOmF0EgIEmhPYbjffwStadxBLTSwbOng4VIAAAQITFJAATDDomkxgQgJZ56f/AT/L+EoDllFyDAECBAisQuDQKk7qnAQIEGhKYMktvfqvc9KA/M0mYvmbpwFZqLTMXui/JkokQIAAgekIeAIwnVhrKQECjQokB8gs4bm9hE0MaDRaqkWAAIHxC0gAxh9DLSBAYJNA9t+dHV6/6fPm3sgzihOnTs3lAKmlNKC5UKkQAQIExi8gARh/DLWAAIFtBM4/70jpUm/zeXNvl4kB77/9jtTs6tddk59l9+LkM3ktGWguYCpEgACBcQrYB2CccVNrAgS2Eti8/H9JAErHeqtvtPuerQPajY2aESBAYOQCEoCRB1D1CRA4LbC56183/c3nY0wASmClAS5wAgQIEOhcQALQOakTEiAwgMDlj3teSi27a812/dtcA3S3QNKA3Yo5ngABAgQWCJgDsADHRwQIjExg/br+JQA2Eh7Zhai6BAgQaFtAAtB2fNSOAIHdC+Suf+kx7/6rI/hGGc5kvaARhEoVCRAg0KqABKDVyKgXAQJ7EsjWv3v63si+JA0YWcBUlwABAi0JSABaioa6ECCwV4EslJkVM0e37udem3v396QB+wT0dQIECExTQAIwzbhrNYF1Fjh08GA21VrnFp7dNmnA2R5+I0CAAIEdBCQAOwD5mAABAqMQkAaMIkwqSYAAgRYEJAAtREEdCBAg0I1A0oCsGZopwocPH3rNG6+9+MJ7lh0S7CLcja+zECBAYC0EJABrEUaNIEDgzCYAJLICUkZAnbzr1PHjd2Zd1OyNIA1wVRAgQIDArIAEYFbDawIECKyJQE0Djt11R9KA62+8JTOkM086zcuE6fz0TGBNIq0ZBAgQ2L2ABGD3Zr5BgACBkQiU/RCO3XXidH030oBLL7mwpAGGBo0khqpJgACB7gUOdX9KZyRAgACBlgSSBuRP0oD8TQ6Qv6ldTQNKJtBSfdWFAAECBFYrcDD/VVhtCc5OgACBVQqU/mvpzma8e4a7ZC+wsiTOKosd97nPObRx9+foBefl55WPujw/jQgad0TVngABArsRMARoN1qOJUCgJYG5rn+qlt5/qWBWwnF3Y0GsrBm6AMdHBAgQWHsBCcDah1gDCaynQHr/9a5/Wli6/rn3n9cnPdhcLubSgOWcHEWAAIF1E5AArFtEtYfApATKmJ80ebbr797/rq4BacCuuBxMgACBNRCQAKxBEDWBwNQF0vsvd/11/fd8KUgD9kzniwQIEBidgARgdCFTYQIE7hbIevbZ7DbL22fj27yl97//K0MasH9DZyBAgED7AhKA9mOkhgQIEOhVQBrQK7fCCBAg0LuABKB3cgUSIEBgDALSgDFESR0JECCwFwEJwF7UfIcAgXYE6tKf7VRpnWqSNCBrqmaQ1eHDhzLgqjbNvgGVwgsCBAiMTkACMLqQqTABAgR6FcjkihP5e+xkNhI+dPDg1a+7JvMuyhqsmYaRqkgGeo2HwggQILBvAQnAvgmdgAABAtMQKJnAybtOHT9+Zx681DSg7MgmDZjGVaCVBAisg4DNMtchitpAYJoClz/ueWn49Tfekp+5OW0VoJ4vgwwNygOBDA1KJnDxhff0NKBnf8URIEBgzwKeAOyZzhcJEGhLIP1ROUCfIZl7IJBN2ZIGeBrQZwiURYAAgb0JSAD25uZbBAgQILAhIA1wHRAgQGB0AhKA0YVMhQkQINCcQEkDDhw/kPWCMj3A04DmIqRCBAgQmBHwxHwGw0sCBEYlMDcHIHU3BKiFAJ5z6FCqcfSC8/LT3IAWIqIOBAgQmBOQAMyB+JUAgdEIZLh5FqOsk4BTbwlAO8GTBrQTCzUhQIDAnIAhQHMgfiVAYGQCWYImY06yHM3JU6dGVvW1ru7sRsJpaDYRM0V4rQOucQQIjEnAE4AxRUtdCRCYFSgLzpQdqTLoPKPPkwN4CDBL1Mjr2acBVz7q8lIr+wY0Eh3VIEBgggISgAkGXZMJrJVAGQiUJmUs0PHjJ8uN57Vq4bo0RhqwLpHUDgIERi8gARh9CDWAAIHyKCCDTDIWyI5gjV8P0oDGA6R6BAhMQUACMIUoayOBSQhkUSADgcYS6c1pgBFBY4mdehIgsAYCEoA1CKImECBwt0BygOtuuDm/GAg0imsimzennkfOPSc/L73kwvx82OX3LzWXDxQHPwkQILAKAQnAKlSdkwCBYQTKQ4AMBPrQsePD1ECpexXY/EwgZ5IG7JXT9wgQILBIQAKwSMdnBAiMSKDMBs4ooCQAZgOPKHC1qnkgkOVc82vZRMx6QVXGCwIECHQrsLFfoz8ECBBYP4EyvGT92rXGLcoSrhm7lbVcs6Jr/mZWd/6mvWWS9xo3XNMIECDQs4CNwHoGVxwBAisXKFuDbTwEsDXYyrG7L2AjDTh1KvlbcoDDhw+VHKAUY0RQ99zOSIDAJAUkAJMMu0YTWFOBTCGt+4JlINDJu+wLNtZIlzQgETx+XBow1iCqNwECzQqYA9BsaFSMAIG9CJThIkkD7Au2F74mv1PmBuRpQJ7tpIJlboCnAU3GSqUIEBiHgARgHHFSSwIEdiVQJgTLAXaF1vjBs2nAxRfesywYKg1oPGqqR4BAmwISgDbjolYECOxXIDlA2RvYikD7pWzp+9KAlqKhLgQIjFVAAjDWyKk3AQI7CpTnAGV74Bxsd7AdxcZygDRgLJFSTwIE2hSQALQZF7UiQKAbgTIloD4KyBKT+dPNqZ1laIGyd1iZG2BQ0NDRUD4BAmMSkACMKVrqSoDA3gTqo4C6R1j6jh4I7A2ztW9JA1qLiPoQINC+gASg/RipIQECXQqUuQE5Y5aZ90CgS9lBzyUNGJRf4QQIjExAAjCygKkuAQL7F5h7ICAN2D9pO2dIJmBQUDvhUBMCBNoUkAC0GRe1IkBg5QI1DcijgBRmRNDKxfstwDOBfr2VRoDAmAQkAGOKlroSINC5gBFBnZM2dUJpQFPhUBkCBBoRkAA0EgjVIEBgMIHkACnbSkGDBWD1BUsDVm+sBAIExiQgARhTtNSVAIHVCdQRQXWloNWV5cyDCEgDBmFXKAECDQpIABoMiioRIDCYwOyIoMwlPXbXCfsGDBaM1RQsDViNq7MSIDAmAQnAmKKlrgQI9CYw90DASkG9yfdQUNlIOAUdveC8/LSJWA/miiBAoCkBCUBT4VAZAgTaEqhpgJWC2gpMF7WRBnSh6BwECIxSQAIwyrCpNAECvQkkB0hZmSKcn9KA3th7K0ga0Bu1gggQaEdAAtBOLNSEAIF2BeqjgDJF2IigdkO1p5pJA/bE5ksECIxVQAIw1sipNwEC/QvUNMCjgP7xeyixpAFlI+EUZ25AD+aKIEBgEAEJwCDsCiVAYKwCRgSNNXJL11sasDSVAwkQGKvA4bFWXL0JECAwhMCLn/H4WmzZO+zA8QNGBFWTNXiRhV+z+OvJu04dP35nngbcdMttCfSVj7p8DZqmCQQIECgCngC4EggQILAvAeOC9sXX9pfL04CsFlqGA82mf21XXO0IECCwSEACsEjHZwQIEFhGwLigZZTGe0zSgCPnnnPpJReWJjzs8vvnhWRgvAFVcwIEJACuAQIECHQjUNMAKwV1A9rMWepzgNQojwLy89rXPrOZ2qkIAQIEdi1gDsCuyXyBAAECWwrUW8JvvfZdGTi+sVLQwYMnTp7c8mBvjkggswISxeR1I6qzqhIgQGCBwKEFn/mIAAECBHYrkDQgQ0QyZzQDx/P3nEOH8ne3J3F8awKHDh48fvzk+ecdaa1i6kOAAIE9CHgCsAc0XyFAgMAigfooIAdZKWiR1Ag/y7MdKwKNMG6qTIDAWQISgLM4/EKAAIGuBGoaUEYElYkBRgR1xes8BAgQILBnAZOA90zniwQIENiFwOWPe16Ovv7GW/Lz2F0n8jMjy3fxfYcOLXCPI4fLEKDyBKAmeEPXS/kECBDYtYAnALsm8wUCBCYrUNb5SfP30Pkr68bUlYJykswStoPYiK6lzAFIyC6770UjqrOqEiBAYEsBCcCWLN4kQIDAWQKl457BPOXd/LqHHCDfrd8qpzIu6Czltn9JtpapwJkDMBvHtqusdgQIENhawBCgrV28S4AAgSpQe/+l81dWgt/nblBzjwJSlukBFbzlF1nT6fDhQ9kUrFwAqWpN6lqutroRIEBgVkACMKvhNQECBM4SqF3/vFt6/7lnXwaC1zRgP/0/acBZ3GP4pW4KVi+A1Ho/18AYGq2OBAism4AhQOsWUe0hQKArgdr7r13/nDkDwcu4nY19vk5P6s1Cn+kL5n7wHnqB9St1RNCB4wdMDOgqgqs7T66BclWsrghnJkCAwOoEPAFYna0zEyAwPoHa6U/V5/r96Zfnzc1L99Rbwvk068PUPv2uGu9RwK64Bjw44U7pR849Jz/zLMiKQAPGQtEECOxZQAKwZzpfJEBg3QRq73+u65927nhXvmz3m61/9/w0IKVIA0ZxSSUHKAlAZgKkwmV9p1HUXCUJECBQBCQArgQCBAjc3fMu43Bq7z+jfUKz3Y3/zWrlUUBmiO7/xnAygVQmNXn/7XdsfuawuWjv9CkgAehTW1kECKxCQAKwClXnJEBgTAL7ufG/uZ2dPAoop83eYXKAzcKDvzMb4lTGE4DBI6ICBAjsVsAk4N2KOZ4AgfURqF3/NGnPN/7nOMpqnrlzn1nC2fe3PFXYWx+xLDR59euuybMIi4TOOTfya10MtJH6qAYBAgSWEZAALKPkGAIE1lCg9v5r1z+NrMN+9jnwJl8/kb/HTl53w8057cWPuGrPcwMyoChrzpy8K6fcmIXsz7ACZRJwqUO5coatj9IJECCwBwEJwB7QfIUAgbEK1E5/GjDX719+rP+uGp879+ky5mnA7MKRe1gpKHvQJqPYVdEOXpFALpUyCXhF53daAgQIrFpAArBqYecnQKAVgee89PWpSp3pmx55fq23/PN6RbfYy9OALPCfNCCbBhSOZXKAHJNpAOV4PxsUKHuBNVgxVSJAgMBiAQnAYh+fEiCwJgL13n8/N/43q5VB/MkBskxQ0oDkIbvdOyxPElaUomyurXd2FCgJ5I6HOYAAAQINCkgAGgyKKhEg0KVA7frnpOn993bjf8s2JA3IaP7jxzd2Ed7V04Atz+bNQQQyHCvlZm7GIKUrlAABAvsXkADs39AZCBBoVyC9/zrmJ7VM77+HMT+LOcqIoCwTlMOywk/6kYufBmScSVYTWnxOn/YmsPEQ5nQC0FuJCiJAgEDnAhKAzkmdkACB5gRmb/yvaLLvbttcBvN86NjxY3edyLig1DAPBK581OU5z9z0gHyUJCHHmAe8W+QVHV8uoRWd3GkJECDQg8ChHspQBAECBIYSmO1M595/um7lz1D12Vxu6pNxQenf52+ZG1DGLJUjs4FAsoL8vey+Fx294LxMA8ifzSfxTp8CCVmuJXMA+jRXFgEC3Qp4AtCtp7MRIEBgLwILVgstOUwZy5Qkwe3nvfh2/Z2NKd3HN6aUlAFmXZ/e+QgQILBaAU8AVuvr7AQIDC4wlr1ay6OA3FoujwLyNGD2UUBJA/IQIAOBzjnk/7oHv6wOJAfIRI7kAJZqHT4YakCAwC4FLCq3SzCHEyAwNoF0o9OZLtN/yxCg9luQcT7p6GfB0Iz+zyTgDAQqdS5tyet0PZMwtN+Qta9hInWvo+eXbZ4f/Bn3+8avfvDaN1kDCRBYAwEJwBoEURMIENhaoNxBzyCN3KYdVwJQ2pPOZdlx9tJLLsw7NQ3I64sfcVUeFGwMRPGnAYE8k8nDmVRky2ncDVRQFQgQIHCWgATgLA6/ECCwHgK165/mlN5/XtRJwKNrY/qX9WlA2T4sDSyJTVlO1NOAFmJangakJtKAFsKhDgQILBCQACzA8REBAqMUKJ3jVD1d//xsYe3//TuWQUGzt5nLOcvopqwlKgfYP3InZ5AGdMLoJAQIrFRAArBSXicnQGAAgXp3vCzUWG78px5r0EUu039rGjC7QNB1N9ycNhoUNMAFt1WR0oCtVLxHgEArApYBbSUS6kGAwCoExjvsZ0uN9O/Ts8zo/4wIyr3/ckxNA/Jrthb2NGBLup7fTLZ5620fTMJWw5QKlEj1XBPFESBAYLOABGCziXcIECDQrkB6lhnuc/KuU8fuuiPd/VS0LEVfpwiXN7PHcLttmEzNylKhWdCppAGJVJnCMRkADSVAoFEBCUCjgVEtAgQILBAow5lysz+dy+tvvCWrhWY1+uQA9R6zuQEL9Pr8qCRsmaudSGVMWualSAP69FcWAQJbCkgAtmTxJgECayIwloX/98ZdOpcnjp0s24dlbdCcpyxBc9Nbnl/mQmRuwHoj7I2u52/NRkoa0DO+4ggQ2CxgEvBmE+8QIDB6gdwOz63WjJWfVN+3ThEu+1KVpwFln9qkAeYHt3NZb17XtZ26qQkBAlMQ8ARgClHWRgKTE6hr/0+q5XWKcFpd556WuQF5GmBuQDsXQyJVntvMPg1I9eoIrnaqqiYECKylgARgLcOqUQQmLZDObm6BZ2T8BBXKUJM8+kjbaw6Q17VnmTQg44U8DWjh2ihpQCZylDSgVqkGq77jBQECBLoVkAB06+lsBAgQGF6g9O/LxNP0+C+95MIyRbjUzBbCw0dopgbJ2bJkU5nPvWXONnOslwQIEOhGQALQjaOzECDQmkAWxik3wlurWG/1Sc/y5IED6VmWhyFlMkBdLdTcgN4CsUxB5dFNydmkAcuIOYYAgf0ImAS8Hz3fJUCgLYEM/kmFyrr4E5wEvDgYmyee1mWC8kWDghbr9flp9nrLmqHZ77lM5k7RBgX16a8sAlMQkABMIcraSGD9Bea6/mlwxlXnZ+5/597q+rd/uRbWZYJyeFktND3LQmeK8HKE/R2VNODIuefkQZY0oD90JRGYjIAhQJMJtYYSWF+Bcic77ctd//wsXf9MdV3fFu+xZeU2/9wU4Xp3OTnAPY4ctoXwHnG7/lqdG5B45cJOGlBStZRTQ9Z1mc5HgMBUBCQAU4m0dhJYe4G69Gfp+mcHgDTZ7f/NcU8akLvL6VZmkEkdbl77lOWdDEZHt5mu/3cShTzDSjhqGpA6lEyghqz/WimRAIGxC0gAxh5B9SdA4CyB9P51/c8S2eqX2q3Mh2XwT5k4kSnC6VaWJyrZOyyfmhuwlV/f79V4JQ04fPhQeSDQdyWUR4DAGgmYA7BGwdQUAlMVKB3W8gSgJADuXi9/LeRpQA6uw803LxOUT6UBy3v2cGRCdq+j55e5AZ4D9ACuCALrJyABWL+YahGByQlIAPYZ8poD5DzZNCA/axoQW/OD98m7iq8nZFkpKE8DEq+HXX7/FCETWIWzcxJYVwEJwLpGVrsIDCCQzmJKHaQjklXtPQHoJORzKwWVEUE5szSgE97OT5J4ZS5HTluXdeq8CCckQGD9BMwBWL+YahGBYQTKbfiUPUgakJugdT7rMO1fl1Iz2id9ygVThDMhNW01yKqRgCdes9uHZS5H/i0MkoQ3AqIaBAgsI+AJwDJKjiFAYJFA6fHX7bcyNDlH9zwsIXVIApAFQM0BWBSq3Xw29yggXy3dyrqFcN4xN2A3oqs9tg4KsnXAaqGdncBaCEgA1iKMGkFgIIG5rn9qkS54+h+1OkkG6mjy+uYqXqQmyUCuv/EWCUC3vEkDMtA8MZ0bYZI0oGjLAboF3//ZkglkSneZG+BRwP49nYHAWgpIANYyrBpFYOUCW3b9U2r63+kv5mepQe07rrojIgFYXci3myJcrgFzA1Ynv+czywH2TOeLBCYiYA7ARAKtmQQ6E1jQ9U8ZWYM/vf/cFU4XJMPET96VX+/M4Jx+hibnRnUGr3fWVCc6LVCG+x+760R+y13//CyjgGaf7SQNsIVwO9dLQpZ4JViZGV9qteoMvJ22qwkBAssIeAKwjJJjCBDYENix659jtpwbWu5H5tMyOnm247hx3i7+lCcA6e4kAUgSsmU1uijHOQ7MzQ1Iz7JcGHUL4Rjxb+FCyb+72aVC5QAtBEUdCDQiIAFoJBCqQaBpgT13/edaVXokWbUwA8q77Y7UBCCTEHLvUwd0Tr7zX+fSgJy/BLROETY3oHPzvZ0wkcq/OLuG7U3Ptwisq4AEYF0jq10EuhHoqus/W5vyQKDbSYqzCUAZgzRbotcrEthyinDNAVKoNGBF8suftvxzKw/frBC6vJsjCay3gDkA6x1frSOwd4FVdP1LbXJ7PuPFr7vh5oxRztyAzkcEZeZx5h54CLD32C/9zY3+/fEDGXY1uwlDCWi5fkwRXtpyVQfmH0JS4jwZSwH555a4dPvwbVX1dl4CBFYpIAFYpa5zExinwOq6/rMe6TueOHYyacDFj7iqqxFBGedwZtbjMXNSZ7VX97rc4y+7g5XufnqZKS5pQC6kJ13xkLx5jyOHhWN1IdjxzGVqfv5plD06djzeAQQIrL2AIUBrH2INJLBrgTKEo/Sky43DsqxnuhE51yrurKeDuP/5wbN5S54tmAmw68Dv7wsZapITZAX6/Mz4rvz0KGB/op192yigziidiMC6CEgA1iWS2kGgC4Hah07vv5+uf6117aPs82lAaULZFVgOUHl7e7FdGpAKmBvQWxTmCqr/uEwFnpPxK4HJCkgAJht6DSdwlkDt+ufdcu+/LKi/urv+ZxV/5pf0VO519Pz9d1PS10wr0gSTUM/QDvC/W64UJA3oPxJ1rnb+ZXU+5ab/5iiRAIH9Cxza/ymcgQCB9RDI0O10msu9/3L7vyyov4oxP9uJpaxbb/tgJgbkFn7pKW535OL3s9pJ+jpZ/bDckF58sE9XJFCyr5JJllnCyTPTAc3fy+57UeZqlwxhRaU7LQECBAhsJ2AS8HYy3icwRYHNw34GUUjHMZNK03G894O/P7NI97NoSYakGwg0SBBLoZtzgPJ+coDy0MkyQauOzmwOnMR41cU5PwECoxDwBGAUYVJJAj0JZCZu5vvmxn//9/7nWphHAek7pjLpIGaZoNJZnDtmwa+zOUM2Q11wpI96ENicBiSgiVH+JsHL38wCn+2n9lAlRRAgQGDKAp4ATDn62k5gW4E+h/1sW4nT20hlqdAckDQgY0huesvzFxy83Ue2BdhOps/3Sw6w5WqhqUYyAXMDVh2ODIpbdRHOT4DAWAQ8ARhLpNSTQE8C6S73VNLSxWQJ+QzjyfCkjAhafmJAGe2QZxr5m4FAbjAv7b3CA5NY5k+imb9ZqjV/E9AS0wwK+pOXP83cgBXqOzUBAgTOCDT3X/ozFfO/BAj0J7DbATb91exMSek1ljQgc5QzImiZNCA3lbOiaO565m/JAc6czP8OLJBopgbJAfIzOUB+JqDvvfnWF7/yT5MGZERQ0oAMCjJFuMM45Z9Ah2dzKgIExi5gGdCxR1D9CexLoHT9y9at6VvnXLnRnpH3ZcDGvk69si+nX5jlfXL69OzTX1xcThpYWmdrsMVQA35aOvp59JROamKaRzdJ3krgsh5Uy5figGjLF51nX5kGk38y1Xb57zqSAIF1FTAHYF0jq10EdhDYsuuf75RNf3f48qAfp0eYoeRlam/uHJf+4nY1Kl3J8mkynKwsVOY3b3e89/sXKF38k3flscCxxCgJWy7OGrhkbo1npP2L7bbEBsf17bYJjidAoFsBTwC69XQ2AuMQqPfF613/1Lt0/dM/zusySKPxxsze2tzxUUDaklaXHYLTUmlAg8EtAd3yUYA0YM/ximrmwMw+XdnzqXyRAIG1ETAHYG1CqSEEdiGQ26s5Or3/DPgpY35Kn3jw1T930YbTWUpuHuemfnqHyywVmlZnHaFLL7kwwyFMC94VdT8HJ+1MQDM3oMS0bgZnYsB+/C2Dux893yWwrgISgHWNrHYR2EGgbgk0xq7/bNvSZcz84HQZS3+xDG2aPWDudXqTmRycNOBeR8/P6PPcH507wK/DCkgDhvVXOgECUxAwB2AKUdZGAlsLZFJg7p2Xz0Yx5mfrZpx+N2nArbd9ME8zyiDyHScG5EtlHFQZW2JE0ALbQT7aSAOyId2miQE1cAl0sr7EfZDqjaVQ+e1YIqWeBHoWMAegZ3DFEWhIIDNoSy9qnbq/syOel5kYUBDaX/uooeum36okoHlMMzcxIFUo+dv6XcDd6m6n120pzkaAwOgEPAEYXchUmEDHAulalRXZOz7vQKfLneO6cdiOawSljkkSalcyaUChGPvzkIHsV1JsfRRw/Pidm5/w1Mc4CZyorSQATkqAwDoKeAKwjlHVJgI7CaTblEOy3mJuoK7xze/c/sxA/yWXP69dychIA3a6gob5fMv72fVizmguacBcYLYUmzvGrwQITFBAAjDBoGvydAVKVyntH9fOX/sJWOkALb8LUojKUqEpVG9yP/Kr+25imkWccv7M5M7PMtCrpgHJabNNhKcBxV8CsLrr0JkJjFrAEKBRh0/lCexCID2k0u/Pd9JJys/c+8/Psvx/Ogpr2WcqA0jSI8yE0dLqNLmsgpoXm/+Uj2qClG+t0wSJze0d4zuJaXKzTAzILf8sbz870EsaMMaAqjMBAv0LrOd/8vt3VCKB9gVKArC5658Obiq/lr3/uaCUu6GX3feiZSYH57vpWeanZYLmGNv5dfPt7dm6lRFuE38aMEe05JU/y+g1AQJrKeAJwFqGVaMILBIog/5zxHS6/oWjPA34l/e8794P/v4nXfGQBc8ByvGlt2SZoEUX06CflYBmqdBjd2084SkPBMqUj9Sr7HQhDRg0RAonQKBRARuBNRoY1SKwaoEysmUKN/7nJNPkLBN09euuWWbz4Hw3aUDZOCwTCWwcNofZwq8JaP7MbSFcR7slDUj4Hni/+9z7nh+R2+EtVLi3OpTb/7W4uvdffccLAgQmK+AJwGRDr+EEJi1QlgpNGpApv+kgLn4aUD4tY6iMCGr2utlIA07vHZYHAnnMlUjVWcJ1bkDenMLc7pLqlP0TEq/MlGg2aipGgMAgAuYADMKuUAIDCNQ5AGUIkLmtJQbpKmVJmfSQbnrL85eJShjLMkGZPM1wGbFBjik3v+e2D5tIGlBv/Jfmx3/JlXAHiZRCCRAYREACMAi7QgkMIzA7nF3ndTYGJQ3IDeNlZknOplJTuJ08CzWu1wvSgJLFrWX45lqdkGXwz+JnXOMKq9oSILB/AQnA/g2dgcBoBNy9XhyqDPHf1Y4BZYKppUIXqw7+6VyHuPSGaxa3fuEr7a1Xcvz1/ge/CFWAQGsC5gC0FhH1IbBagQwGyDDo1ZYx2rNnImndMSCd+8X3TTdPDEi7c4bRtn5tK17nBhw/fmfGv2Ul3BLcPO1Z4zSghlPvv1J4QYBAFZAAVAovCBAgsLEfQiaSzqYBiwcFld5VHVt14PjG4qr5g7I1gRLZrBm6OA1YjxQuo/9b81cfAgSaEvD/EU2FQ2UI9CFgSZAdlTc6i6efBlx3w81lO7DFX5ldKjRTijMGI38Wf8WngwiUyGbof9k3IDMBSnxLBLNJ3ARXCx0kEAolQGBYAQnAsP5KJzCMgBuEy7iXzmI2Dltmx4A8CqhpQHKA/LVpwDLIgxyTyOZBTdKAslroXBqQTQPuceTwGFO404nnwaz+WVWN/6kUXhAgMCsgAZjV8JrAhARmewkTavbum5rO4q23fXDzxmEZPr75ZCUNyGpC+Zssq6QBmw/zzuACCWv+JAeoaUAmBtSnAdko+l5Hzx9XGpDef/5R17X/BxdWAQIEWhawClDL0VE3Ah0L1CmPZSuA9Rju3LHR9qdLBysd+gygysZhOWrxLOFCncMy5XT91pnZHmmUn5Sb/Qlual/2DqsrBY1itdBS/9r1L2P8Mt1/8fSVUYZKpQkQ6EhAAtARpNMQGIlAna5qH6s9Ryxje/LdjBfPz8UrBeWAclPZ/sF71u7ti+UOehkdV9KA0oFOLlfSgPyTaTNnrjWvXf9lrszeYBVEgECDAhKABoOiSgRWKCAB6BC37huQcy7OBGbZ2+xEdsgy6lPVznRakTSghrXlNKDWOQlA2fQ3lTf6f9TXocoTWLWAOQCrFnZ+Am0JpEPTVoXGXJt05TM9ILOEc4M/N4nTR9yuNXV+cLZnMjl4O6UW3s/EgIQ1EwNSmQzfys+ENX/Tn77pLc/P3IBEMHMDylOgFiq8ZR30/rdk8SYBAlVAAlApvCBAgMBeBNJl/NCx42WicO70b5cGpE+W7CvzBzJ2yBpBe4Hu8TuJaQb8ZKpMZnrkb0ouYa1pQILYfhrQI5iiCBAYmYCNwEYWMNUlsH8BmwHv33DLMyQNyNOAstFsDtg8BbPel01vsg4rt3HYlpiDv5m4JAcoDwHKhO9apRLHBDHvl9kdhnVVHC8IEBiFgARgFGFSSQIdC2SscJam6fikTndgYyPhPArIneNg1HvGm2FKDzLdx/Qvrci02aeFdxLKkwcOlFBuWZ+5NCCjhvKVLY9c6ZuZADB3/ppnzr3vVwIECFQBCUCl8IIAAQLdCORRQE6UrQPKqix5vblPNtt9lAZ0476Cs+QhQAb9LzjxbBzzNKDPNKB0/cuGHlm8qF5sC2rrIwIECBQBCYArgcBEBdJjKDMdJ9r+1Tc7aUD+ZqhPKWpzDpD357qPBzYShwPGkxSxEf0scaxrPZUMcKX1Lyv/pIiybmlZ/ye/bh54ttJqODkBAiMVkACMNHCqTYDAOAQyIih9tTwNKOPIF6cBZWJA0gATA1qIbob0HD69O9iSlalLbCXceXSw0iBu3varlr5kbR1GgMCUBSQAU46+tk9dIH2IDFueusLq259+ZG4J1/nB6ahtlwbk/XIXOZV6/+135Ocgw8pXTzKaEspaQEtWt4Y1yV6+kpFdmWnT+fOccu+/jvnJnP6Utd1FtWTNHUaAwNQEJABTi7j2EiAwjEC68unTZ1Jp+oXpIG43VCPvl+VlyvTTMkxLGjBMzA5sPIopawGVPv2S1SjBTS5XVtzKGTpJA+qg/9L7r13/1KrmHkvW0GEECExcwE7AE78ANH9yAqVzWWadpvFddU0m57iPBqcbl30Ayi6zOc12Xbe6ymSOkQbsw3u/Xy3xyiD77OGwIF7bFZM4drLka7nxn1LKpOT0/suYn+2un+3q430CBAhEQALgMiAwOYHcmEybkwPkpzUohwp/+nP3Onp+Sk+3crs+XMkBckyWl8lP2dpQwcq+v7npnpwtFdjbYJuaziWIu50bkEsl5dZB//upxlCAyiVAoDUBCUBrEVEfAisXSF8kZdRhyskBeli0ZOWtGmcBJQ3I3dztRgSlWbNpwB66j+OEaavW5e57vfW+IFiL611CufzcgNr1z2nrsB83/hcj+5QAgWUEJADLKDmGwBoK1DRg+e7IGiq00aTcYL7svhelLovvLpdHN9fdcHOO3O1d5DYaOtZalASgdMEXPLFZvnkJ5Y5bCJdCc86Um59loc/FV8jyFXAkAQITF5AATPwC0PypC9RbkpmfaqbpgFfD7CCTxTeYL37EValnntv0uefUgDItFN15ApBGlX96JQ1IOpd36j/AeuO/dv3z6eLHRC0oqQMBAiMS2Liv4A8BApMVyOjzdDdzUzPj0e9xxLJgg10IWSUmA7HSHczfdPHL85kta3PTW56feOV+cEKWtKF0Frc80pudC5SFdzo5bf7p5Xb+k654SEYWZVJ4/iaUCWj+5nUZ8Z8olxv/dcpvJ0U7CQECBPz33jVAgMCHF6LJBkbuKw94QZTJGBnon3VjMklju/EeddJwJ8vLDNjecRWdvni3Fa5xTKxPT8o/VovIE57S9U+JuQzysx7cbR2cjQCBaQoYAjTNuGs1ga0FytBkOcDWOv2+mwcypQu4YERQHcFVVnOaG0nSb33XubQyBCi36sud+FX0xUso09evs/PrXf9VFLfO0dI2AgSWEJAALIHkEAJTEkhHJPeVV7GD6ZQUO2tr0oCy7OOCNKCu61rSgE72nOqsAWtxoiQAGZZT8rHtHst01dAy+mvB85+uCnIeAgSmLCABmHL0tZ3A1gLlZmQGo3sUsDVQv++m95nh/mX0+ZJpgMB1G6I+E4BS8/wbdOO/2yA6GwECswISgFkNrwkQ+LBAeRRgtZkPiwz6qi4TtPgOdEneytKuqa+nAZ0EreD38wSgkwo7CQECBBYLmAS82MenBKYrUG9AlhFBFp4f9lJIV/7EsZPZBCBPZkpNaoBmK1berMnbgeN2DJjl8ZoAAQIENgQ8AXAdECCwg8DsTWVpwA5YvXxc5gfvuCNV5gaURwEmB+8zLJ4A7BPQ1wkQaE1AAtBaRNSHQKMCNQ2wZVgLESoTA1KTxWlAiVp5aJCJATm+7jbVQivGUgcJwFgipZ4ECCwpIAFYEsphBAhsCNSxJaaZtnBBJA144P3uk5rsODGg7BiQI6UBuw1ckOu2XKtbBnS3tXI8AQIE9iNgDsB+9HyXwOQE6rjz0qGUBgx7BeR2/j9f/18ZEZShPgsWjixRq7tNpc4Ct2TgSu9/yYMdRoAAgbEISADGEin1JNCKQM0BUiHzg1uISvYPzubBWa9pQRpQJweXfabKoKCy8XALTWizDvXef6qXJYDarKRaESBAYA8CEoA9oPkKAQIHahpQ7itn4zDzgwe8LMoaQbmvX9KAUpMao1qxmgaUd5IGJHOwVGj1mX1Re/+l61/2YchQq9ljvCZAgMBIBcwBGGngVJtAQwJ1YoA7yi1EJT3XbByWmtz0lucvqE+d1Z3kLYdJA+as6sTfvF+G/ufF5pxq7lt+JUCAwCgEJACjCJNKEmhdIL3JVDEjgm697YOt13Ua9StLhabnumDz4EiU5C0vsrhTflojqF4dNQHQ+68mXhAgsDYCEoC1CaWGEBheIL3Jq193jQmmw0fidA3KIJbL7ntRflsmDSi7PudgacDs+J+SALj338hVrRoECHQiIAHohNFJCBD4sMDFj7jKlIAPcwz9qtzJvvSSC1ORBWlAeYaT/C2HJYXLzymnARKAoS9b5RMgsFoBCcBqfZ2dwDQFZvegnXI/sp3o1zRg8Y4BCVzqXNYIyvzgyU7slgC0c+mqCQECqxCwCtAqVJ2TwNQFcqd5dnC5HGDwC6IsE5Sefencpz5bjmkpgSu1rWmA+cGDh08FCBAg0K2AJwDdejobAQIfFiijSmwZ9mGRNl4tOT949mnA1OZ1eALQxqWqFgQIrErAE4BVyTovAQKz95htGdbO9ZDVWsso/3TxF4wIKhMGahow5RFB7cROTQgQINCJgASgE0YnIUBgW4GaBtgybFuj3j/IoKws2FqW/lwyDcg2wxtzu6c9Obj3QCmQAAECKxEwBGglrE5KgMCWArMTA3KAuQFbKvX8Zh0RlHIXLBOUT7O+U36WJZ7yYo3DNzcEaDFLKPwhQIDAuAQOjau6akuAwKgF8jTgykddnr/ZqvbIueekmzXq5qxH5TMiKI8CMuU39/jzNKDM3NiyadlaOLE7esF5id2hBO/0ny2P9CYBAgQItCxgCFDL0VE3AmsoUEcEpW3mBzcS4NzLTxqQv9kLbPEyQSV8Gc1V1wjKoKD8WZunAUlq0pykN4cP332DLNMkTjfRDwIECKyPgCFA6xNLLSEwOoHcbK4TA6w12Uj40gPODf7zzzuS+/0LqlQnB+eY9P7vOr6RCIw6Dahd/zSk9P6DYBvgBdeAjwgQGK+ABGC8sVNzAmsiUNOATEtdkyaNvxnZOCxDfdL9XTz8vaQBd3zorpv+3/ePepmg9P5z1z9xq13/vNb7H/+FrAUECGwtIAHY2sW7BAj0KVDGnV/9umvSifQooE/5BWWVO+IPvN99csziNODJP/qKf/h//jNTCDKCqCwwOrpHASUBSO8/d/3T3nT983PBGqkL3HxEgACB9gUkAO3HSA0JTEWgpAEv/92/lAO0E/KsEZTKXHrJhfm5OA2YHRQ0ujRgNgEoN/7T3tn5Ku1ERE0IECCwfwEJwP4NnYEAgS4FkgZkcnDWpRndXeQuFRo719qnAZsTAL3/xq5B1SFAoEsBy4B2qelcBAjsXyAdr6w1mZEnGYZeRqHs/5zOsE+BskZQVv7J38VLheYpQUbO5IlBxtLU1UL3WbqvEyBAgEC3Ap4AdOvpbAQIdCZQtp0qu9V6GtAZ675PVDYOS5K2+B75uEYEzT0BWDzYad+ETkCAAIGBBSQAAwdA8QQILBAow4FygDRggdIgH937nh+RctcjDSgPmsra/2XpTwnAIBeVQgkQ6E1AAtAbtYIIENiLQJkZbMuwvdit/jufeunHpZB7XXD+m3/9BxeU1uzTgNr1T+XrAqA7ZjULWuojAgQIjELATsCjCJNKEpiuQB1nUrcMO5nxQKdOTVekpZb/8/X/lakaF3zkPUoXf7sb53m/JHJZKvTAgWMbOwY0sGtYGfYTztr1z+uyAGhLxupCgACB7gU8Aeje1BkJEFiRgBFBK4Ld/2mTBqQbveNqoY08Cpi78T+79v92Ocz+iZyBAAEC7QhIANqJhZoQILCzQB0RlENNDNjZq8cj0qvOsj/LjKEfPA1IuhKYuRv/Wbwob9YnTj3KKYoAAQJ9C0gA+hZXHgEC+xeYSwOMCNo/aVdnWPJRQIobJA0ow37muv6pjE1/u7oAnIcAgVEISABGESaVJEBgC4GaBtz+gTttHrwF0HBvLZkGJIJlascddx5LZVe9f3AZ+VMeU6S4Mtzfjf/hLhMlEyAwmIAEYDB6BRMg0IlAOpFZIyinuvW2D3ZyQifpSmDJ/YNnHwVszA9ewSTvOug/9/7riH9d/64C7TwECIxOQAIwupCpMAEC8wL1UUBuJGfP2vmP/T6QQL3jnvKHmh9cu/6pQ+n9u/E/0OWgWAIEGhKQADQUDFUhQGA/AiUNuPp11+QushFB+5Hs9rvpgs/usbV4tP3s04D9jwiqvf8y6L8kIW78dxtfZyNAYIwCEoAxRk2dCRDYVqAMK7/uhptXMZJk21J9sFBgV48Ccqb9pwG165+z1Sm/2eErv1rnZ2GsfEiAwCQEJACTCLNGEpiaQNIAjwJaC/pcGrD4UUBJ5NKE62+8JT+XfxqwZdc/Z9D7b+16UB8CBAYUkAAMiK9oAgRWKFDuInsUsELiPZ16Ng140hUPyTkW3JIvQcz+wZndUeYH5/gFq77W3n+965/jy6B/O3ztKVy+RIDAegpIANYzrlpFgEARKD3If3nP+/Lrgo4jrp4FahqQNXl2vDc/OyJowTJBOWcmG6Qhc73/xY8aem644ggQINCCgASghSioAwECqxW4+BFXpQA7B69WefdnL2nAvY6en68mDVjwKCAHzKYBsyOCcpKkdltu7ptv6f3vPiy+QYDA+gtIANY/xlpIgEAEMqY82wVkyzCTg5u6HmYfBWSszo4DdebSgNzyT0DTorrQUF5b6LOpEKsMAQINCkgAGgyKKhEg0L1AEoCctGwZ5lFA9777O2MZvXP0gvNympve8vwdT1bTgIwgyvSA+jNfTO/fQp87AjqAAIGJC0gAJn4BaD6BaQlIA1qOdxnGkzRgmUcBaUjSgPT133rtu/I6E4Xd+G85uOpGgEBTAhKApsKhMgQI9CEgDehDea9llDTgsvtelBPsOCIox5RoJg1w43+v5L5HgMDkBCQAkwu5BhMgUARqGpAxJJlUao2gpi6Mexw5nPqUvXt3TANKKBfPIW6qdSpDgACBYQUkAMP6K50AgSEFag6QSmRigBxgyGBsKjsTA46ce07eXjIN2HQCbxAgQIDA1gISgK1dvEuAwHQEZtOAW2/74HQa3n5L6xpBqao0oP14qSEBAmMRkACMJVLqSYDAagVKGnD1665JMR86dny1hTn7bgSkAbvRciwBAgR2FpAA7GzkCAIEpiMgDWgz1iUHSN0MCmozQGpFgMC4BCQA44qX2hIgsHIBOcDKifdagDRgr3K+R4AAgbMEJABncfiFAAECRaCmAcePnzxx8iSWdgRKGlC2/k2tMjcgC4BaAqidAKkJAQLtC2yss+YPAQIECMwJ1A5lFpi/7oab86k0YI5oqF/LYk3JybJ4a0YEXX/jLfmbytSQDVUx5RIgQGAsAp4AjCVS6kmAwGAC2XE2ZUsDBgvA9gXX+cHnn3dkyf2Dtz+ZTwgQIDAVAQnAVCKtnQQI7Eeg5gAnc//51Kn9nMp3OxdIGpARQUcvOC85QE6+48ZhnVfACQkQIDAuAQnAuOKltgQIDClQ0oB/ec/7UglpwJCR2Krscw4dOnz4UNkuIJ9LA7ZC8h4BAgQ2BCQArgMCBAjsTiBpwE233Jadg/M1acDu7FZ/9D2O3D23zcZhq8dWAgECYxWQAIw1cupNgMCAAlkj6DVvvDYVkAYMGIUti66zAsqn0oAtlbxJgMDEBSQAE78ANJ8AgT0K1Bzg9g/caWLAHhFX9jVpwMponZgAgXUQkACsQxS1gQCBQQTKXgEeBQyCv0yhm9MAOwYs4+YYAgTWXkACsPYh1kACBFYrMJcGmBWwWu7dn72kAWXjsKwWetNbnr/7c/gGAQIE1kpAArBW4dQYAgSGEphNA2697YNDVUO52wmUNCCf3uvo+XYM2E7J+wQITERAAjCRQGsmAQIrFyg5QHYOzhpBmRhg5+CVi+++gKQB5VGAycG7x/MNAgTWR0ACsD6x1BICBFoQKGnA1a+7JpX50LHjLVRJHeYEyo4BeVMaMCfjVwIEJiIgAZhIoDWTAIFeBaQBvXLvsrA6HOjIuefkq9KAXfo5nACB0QtIAEYfQg0gQKBZAWlAs6EpFSuZwGwaYJmgxkOmegQIdCJwqJOzOAkBAgQIbBZ48TMenzefdMVDco85O9TWG8+bj/TOIAJZsil/jt11In+vv/GW/B2kGgolQIBAzwKeAPQMrjgCBKYoUB8FHD9+0uTgNq+AMj/4svtelIcAqWFJ3tqsqloRIEBgnwISgH0C+joBAgSWFUgakDWCrrvh5nxBGrCsWo/HJQcoi4TKAXpUVxQBAgMISAAGQFckAQJTFrj8cc9L86UBbV4DGamVzcKyUUCqd+1rn9lmJdWKAAEC+xQwB2CfgL5OgACB3QmkW5kbzBlqcvSC87IepYkBu+Nb8dEZo3XHnceyk0N5CLDi0pyeAAECwwgcHqZYpRIgQGDCAmV8eR4F5E5zJp6aGNDOtbAxNMvmDe3EQ00IEFiNgARgNa7OSoAAgZ0EygiTMiLoX97zvhyeFWl2+pLPVy5w8tSpMgRo5SUpgAABAgMJmAMwELxiCRAgMCOQNCDDTt5/+x15TxowAzPAyzoV2ByAAfQVSYBALwISgF6YFUKAAIGdBLJG0GveeG0GoGdNejnATlqr/bxMBb7yUZeXYiwJulpuZydAoHcBCUDv5AokQIDANgIlB8iHt3/gzgxEkQZs47TytzM5+/DhQ9m+LSXV2cDSgJW7K4AAgb4EJAB9SSuHAAECSwiULcPyKCDHZkSQHGAJs+4PKZuCZZmmnNqSoN37OiMBAkMLmAQ8dASUT4AAgRmB2dvMZUTQh45ZlWYGqJeXybtOHjiQ4VgpLXMz6ligXgpXCAECBFYuYB+AlRMrgAABArsVKGlA+p0ZhZLx6BmRstszOH7/Almedf8ncQYCBAg0KOAJQINBUSUCBAgcKDlARgRlDLrJwQNeEJYEHRBf0QQIrEhAArAiWKclQIBABwKzI4Kuft01OaMRQR2wOgUBAgSmLeCx8rTjr/UECIxBoKQBT7riIfmbEUH5O4Zar0Mdzz/vyDo0QxsIECBwtoAE4GwPvxEgQKBJgeQANQ0wMaDJEKkUAQIERiPgNtJoQqWiBAgQKDnA7MQAI4JWd1VkK4DVndyZCRAgMKCABGBAfEUTIEBgLwIlDSjffPnv/mVenDhpvZq9SC74zqGDBxd86iMCBAiMWsDtjVGHT+UJEJiuQEkDvvWxD73svhdlnVBLhU73UtByAgQI7FLAE4BdgjmcAAECzQjUEUGpUfaruv0Dd57MFlanTjVTQRUhQIAAgRYFJAAtRkWdCBAgsLxASQMuf9zzsmL99Tfeku2rjAhaXm/LIw8a/7OlizcJEFgXAQnAukRSOwgQmLbAta99ZgCSBuTndTfcXDE8E6gUS77Q+18SymEECIxXwByA8cZOzQkQIDAvkDQgOwdnVkDmBhy94Lz8zWTWMj0g/dryJ7/mxfw3/X5GIDr5myWAbAJwhsT/EiCwbgIHjRZdt5BqDwECBA4cyFKhheE1b7w2L+6481h+ZnRQ+rXlZ/k1P/OIID/zx38OkheVrn800vvPkKq8SEKVn7MrL+VXfwgQIDBqAQnAqMOn8gQIEFgkUNKAt177rhyUWcLl0CQDc/e2806yAoOFkgAcOfecglN7/7r+i64wnxEgME4BCcA446bWBAgQWFogaUB6sflZM4Hau63nyIMCaUAGR5WRP/Fx479eG14QILB+AhKA9YupFhEgQGBbgTJLOB+ngzt7b7s8K7j6ddfko2k+Dajjf8rgnzKpeltHHxAgQGDMAlYBGnP01J0AAQK7FCg3tvOl2d5//bU8IshaonnnQ8eO7/LcDidAgACBcQh4AjCOOKklAQIEehMoTwmmtqWAJwC9XWAKIkBgcAFPAAYPgQoQIECgLYHNWwrYWaytCKkNAQIE9idgH4D9+fk2AQIE1lSgbimQzQQyO7ZsJrCmbdUsAgQITEvAE4BpxVtrCRAgsLxAmSdQRgRt7CRwfGPTANsFLA/oSAIECLQp4AlAm3FRKwIECLQikEcBVz7q8ksvuTCPArJMfsbK508rlVMPAgQIENi9gARg92a+QYAAgYkJ5FFAlg8qaUBygGyXu945QF0raWJx1lwCBKYiYAjQVCKtnQQIENiPQBkOlO0C0jlev+0C1juf2U/cfZcAgbUUkACsZVg1igABAisRqLsHZMeAsl1Adg0b9RpBpeufZxrxqtsAr8TOSQkQINCMgH0AmgmFihAgQGBUArPbBYx0cnDt/afrH/vsAZyfGelU85xRBURlCRAgsKyABGBZKccRIECAwGaBpAE33XJb1gjKo4DRpQFJAHLvv9z4T9MuvvCeGeCk9785yt4hQGDNBEwCXrOAag4BAgR6FShrBOXeedYIGunk4FQ+XX+9/16vG4URIDCogDkAg/IrnAABAuMXqLfMX/PGa9Oa999+R36ObrsA9/7HfyVqAQECywpIAJaVchwBAgQIbCdQc4AckDQgI4KO3XUir0eUBsw2Ybtmep8AAQLrIWAI0HrEUSsIECAwvEDpQ9ftAuwaNnxI1IAAAQJbCXgCsJWK9wgQIEBgTwIlB8h2Afl2JgcfOHAsL/I0oMFHAWUGcGmlnb/2FG1fIkBgrAISgLFGTr0JECDQrEBNA7JdQEkDmtouYG71z2YZVYwAAQIrEpAArAjWaQkQIDB1gbk04PYP3BmRwXcNqzf+69r/GbM09VBpPwECExOwD8DEAq65BAgQGEIgg4LK5OABtwuYu/Fftv3K6p9ZyXQIEmUSIEBgMAEJwGD0CiZAgMDUBOquYf3PCth84z9d//jr/U/tItReAgQiYAiQy4AAAQIEehIoc23LxICMCOpt5+DS+69jftJa2371FHLFECDQpIAnAE2GRaUIECCwvgJljaDeRgTN9f7LjX/bfq3v9aVlBAjsLCAB2NnIEQQIECDQuUCGA+WcWSMou4atbo2g9P6zHUEKqiP+y1OIMkG580Y5IQECBEYhIAEYRZhUkgABAuspUNOAzkcEpesfskMHDx694Ly8cON/PS8grSJAYE8CEoA9sfkSAQIECHQnUNKA62+8pas1gsqwn1Sw9v7d+O8uXM5EgMDoBSQAow+hBhAgQGA9BC5+xFVpSEYE7WeNoHrjP1N+M+zHjf/1uDa0ggCBbgWsAtStp7MRIECAwB4FyoZcmRx84MDGrIA9rBFUb/yXBX/KUj+pjRH/ewyJrxEgsKYCngCsaWA1iwABAiMUKAsEpeJXv+6a/Fw+DZi98Z8vlnv/lvoZ4SWgygQI9CEgAehDWRkECBAgsCuBOjl4mRFBczf+9f53Re1gAgQmKCABmGDQNZkAAQLjEKhpwHZrBG2+8Z+GZeSP/X3HEWC1JEBgIAFzAAaCVywBAgQI7CRQ+vElDdi8XcCWN/5zyrLgz07n9jkBAgSmK+AJwHRjr+UECBAYi0DmBpyeHHygPArI6v6ZIlx2+EoTbPI1ljiqJwECjQh4AtBIIFSDAAECBLYVqMv4JA3Io4AcVzr9eV1G/OcdK/1vy+cDAgQInC3gCcDZHn4jQIAAgYYFynCg9PXfeu27Us2bbrnNWp8Nh0vVCBBoVEAC0GhgVIsAAQIEFgiUBUOTBrjxv0DJRwQIENhSQAKwJYs3CRAgQGAEAkkD6uigEVRXFQkQINCGgASgjTioBQECBAgQIECAAIFeBA71UopCCBAgQIAAAQIECBBoQkAC0EQYVIIAAQIECBAgQIBAPwISgH6clUKAAAECBAgQIECgCQEJQBNhUAkCBAgQIECAAAEC/QhIAPpxVgoBAgQIECBAgACBJgQkAE2EQSUIECBAgAABAgQI9CMgAejHWSkECBAgQIAAAQIEmhCQADQRBpUgQIAAAQIECBAg0I+ABKAfZ6UQIECAAAECBAgQaEJAAtBEGFSCAAECBAgQIECAQD8CEoB+nJVCgAABAgQIECBAoAkBCUATYVAJAgQIECBAgAABAv0ISAD6cVYKAQIECBAgQIAAgSYEJABNhEElCBAgQIAAAQIECPQjIAHox1kpBAgQIECAAAECBJoQkAA0EQaVIECAAAECBAgQINCPgASgH2elECBAgAABAgQIEGhCQALQRBhUggABAgQIECBAgEA/AhKAfpyVQoAAAQIECBAgQKAJAQlAE2FQCQIECBAgQIAAAQL9CEgA+nFWCgECBAgQIECAAIEmBCQATYRBJQgQIECAAAECBAj0IyAB6MdZKQQIECBAgAABAgSaEJAANBEGlSBAgAABAgQIECDQj4AEoB9npRAgQIAAAQIECBBoQkAC0EQYVIIAAQIECBAgQIBAPwISgH6clUKAAAECBAgQIECgCQEJQBNhUAkCBAgQIECAAAEC/QhIAPpxVgoBAgQIECBAgACBJgQkAE2EQSUIECBAgAABAgQI9CMgAejHWSkECBAgQIAAAQIEmhCQADQRBpUgQIAAAQIECBAg0I+ABKAfZ6UQIECAAAECBAgQaEJAAtBEGFSCAAECBAgQIECAQD8CEoB+nJVCgAABAgQIECBAoAkBCUATYVAJAgQIECBAgAABAv0ISAD6cVYKAQIECBAgQIAAgSYEJABNhEElCBAgQIAAAQIECPQjIAHox1kpBAgQIECAAAECBJoQkAA0EQaVIECAAAECBAgQINCPgASgH2elECBAgAABAgQIEGhCQALQRBhUggABAgQIECBAgEA/AhKAfpyVQoAAAQIECBAgQKAJAQlAE2FQCQIECBAgQIAAAQL9CEgA+nFWCgECBAgQIECAAIEmBCQATYRBJQgQIECAAAECBAj0IyAB6MdZKQQIECBAgAABAgSaEJAANBEGlSBAgAABAgQIECDQj4AEoB9npRAgQIAAAQIECBBoQkAC0EQYVIIAAQIECBAgQIBAPwISgH6clUKAAAECBAgQIECgCQEJQBNhUAkCBAgQIECAAAEC/QhIAPpxVgoBAgQIECBAgACBJgQkAE2EQSUIECBAgAABAgQI9CMgAejHWSkECBAgQIAAAQIEmhCQADQRBpUgQIAAAQIECBAg0I+ABKAfZ6UQIECAAAECBAgQaEJAAtBEGFSCAAECBAgQIECAQD8CEoB+nJVCgAABAgQIECBAoAkBCUATYVAJAgQIECBAgAABAv0ISAD6cVYKAQIECBAgQIAAgSYEJABNhEElCBAgQIAAAQIECPQjIAHox1kpBAgQIECAAAECBJoQkAA0EQaVIECAAAECBAgQINCPgASgH2elECBAgAABAgQIEGhCQALQRBhUggABAgQIECBAgEA/AhKAfpyVQoAAAQIECBAgQKAJAQlAE2FQCQIECBAgQIAAAQL9CEgA+nFWCgECBAgQIECAAIEmBCQATYRBJQgQIECAAAECBAj0IyAB6MdZKQQIECBAgAABAgSaEJAANBEGlSBAgAABAgQIECDQj4AEoB9npRAgQIAAAQIECBBoQkAC0EQYVIIAAQIECBAgQIBAPwISgH6clUKAAAECBAgQIECgCQEJQBNhUAkCBAgQIECAAAEC/QhIAPpxVgoBAgQIECBAgACBJgQkAE2EQSUIECBAgAABAgQI9CMgAejHWSkECBAgQIAAAQIEmhCQADQRBpUgQIAAAQIECBAg0I+ABKAfZ6UQIECAAAECBAgQaEJAAtBEGFSCAAECBAgQIECAQD8CEoB+nJVCgAABAgQIECBAoAkBCUATYVAJAgQIECBAgAABAv0ISAD6cVYKAQIECBAgQIAAgSYEJABNhEElCBAgQIAAAQIECPQjIAHox1kpBAgQIECAAAECBJoQkAA0EQaVIECAAAECBAgQINCPgASgH2elECBAgAABAgQIEGhCQALQRBhUggABAgQIECBAgEA/AhKAfpyVQoAAAQIECBAgQKAJAQlAE2FQCQIECBAgQIAAAQL9CEgA+nFWCgECBAgQIECAAIEmBCQATYRBJQgQIECAAAECBAj0IyAB6MdZKQQIECBAgAABAgSaEJAANBEGlSBAgAABAgQIECDQj4AEoB9npRAgQIAAAQIECBBoQkAC0EQYVIIAAQIECBAgQIBAPwISgH6clUKAAAECBAgQIECgCQEJQBNhUAkCBAgQIECAAAEC/QhIAPpxVgoBAgQIECBAgACBJgQkAE2EQSUIECBAgAABAgQI9CMgAejHWSkECBAgQIAAAQIEmhCQADQRBpUgQIAAAQIECBAg0I+ABKAfZ6UQIECAAAECBAgQaEJAAtBEGFSCAAECBAgQIECAQD8CEoB+nJVCgAABAgQIECBAoAkBCUATYVAJAgQIECBAgAABAv0ISAD6cVYKAQIECBAgQIAAgSYEJABNhEElCBAgQIAAAQIECPQjIAHox1kpBAgQIECAAAECBJoQkAA0EQaVIECAAAECBAgQINCPgASgH2elECBAgAABAgQIEGhCQALQRBhUggABAgQIECBAgEA/AhKAfpyVQoAAAQIECBAgQKAJAQlAE2FQCQIECBAgQIAAAQL9CEgA+nFWCgECBAgQIECAAIEmBCQATYRBJQgQIECAAAECBAj0IyAB6MdZKQQIECBAgAABAgSaEJAANBEGlSBAgAABAgQIECDQj4AEoB9npRAgQIAAAQIECBBoQkAC0EQYVIIAAQIECBAgQIBAPwISgH6clUKAAAECBAgQIECgCQEJQBNhUAkCBAgQIECAAAEC/QhIAPpxVgoBAgQIECBAgACBJgQkAE2EQSUIECBAgMDyAve73/1e+MIXLn+8IwkQIDArIAGY1fCaAAECBAgQIECAwJoLSADWPMCaR4AAAQIECBAgQGBWQAIwq+E1AQIECBAgQIAAgTUXkACseYA1jwABAgSaEnjCE57wmMc8ZnOVHvnIRz7lKU+p7//Gb/zGV3zFV1x00UWf9Emf9LjHPe4Nb3jDO9/5zoMHD/7rv/5rPaa82HI+wNOf/vTP/uzPrkeeOnXqZS97WYr4mI/5mPvc5z5f/dVf/aY3val+mhd/9Vd/9eAHP/jo0aNf+IVf+I53vGP2I68JEFg/AQnA+sVUiwgQIECgXYHv/u7vfv3rX3/jjTfOVvGf//mf3/zmN3/Xd31X3jxx4sTXfM3XJBl44AMf+Iu/+IsveMELSpf9p37qp2a/svzrD33oQ1/yJV/yrGc9KwnAK1/5yp//+Z//xE/8xK/6qq965jOfWU5y66235teP/diPfcUrXnH++edfccUVd9111/LndyQBAqMTODy6GqswAQIECBAYr8AXfdEXfeqnfuqv/Mqv/MRP/ERtRTrln/d5n/e5n/u5eeenf/qnc3v+bW9722d91meVA77+67/+m77pm9KJr8fv6sVVV1313ve+9x/+4R/yPKF88eu+7uue+MQnPupRj/rMz/zMK6+88u1vf/t///d/v+QlL8nDhLzz/Oc//5Zbbrn44ot3VYqDCRAYkYAnACMKlqoSIECAwDoI5CFAEoDjx4+Xxtx+++1XX331U5/61PyasTrpfz/nOc+pvf9yzEMf+tCnPe1pe2h87uVn8E+Sitr7Lyd52MMe9m3f9m0/93M/l18zyujQoUOpUh4+POABD8gLvf89UPsKgREJSABGFCxVJUCAAIF1EMjt/A984AN/8Ad/UBqT3v+55577Dd/wDfn1Xe961/vf//4v//Iv39zOL/uyL9v85o7v/NM//dOdd9752Mc+NvMH5v68+MUvLjMKLrvssrxOMnDf+973J3/yJ++4444dT+sAAgRGLWAI0KjDp/IECBAgMD6BzLX95m/+5ozvz+ze1P4XfuEXvvVbv/W8887L65MnT+ZnfTgw27by0ew75fWRI0cyyn/u/SQY5Z2M7M+LTCm+//3vP3fM7K95/pDZyUlFfvZnf/bVr371W9/61nvd616zB3hNgMA6CUgA1ima2kKAAAEC4xDIKKAHPehB1113XWYDZwZwfRqQm/H3vOc9//iP//hzPudz5loyt25P/fTjP/7j56YU56Prr7++HJBPP+7jPu5973vfN37jN9avlBfJQMpQnzwiyMOBj/7oj/7+7//+PIjIc4A3vvGNmRswd7xfCRBYGwFDgNYmlBpCgAABAqMR+PRP//TMBv6lX/qlTP/Ncp/19nw64j/wAz+QcThza3FmTvCLXvSiLZuX0fy///u/n2m79dPM900Pvv763Oc+99nPfnberO/kRW7zf8/3fE95PvCDP/iDdcrBBRdccPjw4QxDmj3YawIE1kzAE4A1C6jmECBAgMA4BPIQ4Du+4zsyVuf3fu/3Zmv8jGc842/+5m8e8pCH5ICHP/zh55xzzp/92Z+99KUvzaihl7/85bNHltff+73f+1u/9VtJA3L//tJLL7322muTKuTrdRRQJvv+5V/+5ed//uenx/+IRzwi84xTYgYFZdB/Vv3PSbLKUJ4G5LCv/MqvzDqhmRD86Ec/enNB3iFAYG0EDub/CNamMRpCgAABAgTGIpD1ef7P//k/GcGf4Trp5c9V+1WvetWv//qv//3f/33eT9/9W77lW7JAZ4bxpK+fRXuyXmd687lzX76VRTx/5Ed+JAP3b7rppqwlmvff8573XHPNNRnTX0/7u7/7u1neJ+lByrr88svzTCALj9ZPf/u3f/t5z3teavJpn/ZpP/MzP5M8oX7kBQEC6ycgAVi/mGoRAQIECBAgQIAAgW0FzAHYlsYHBNZVIIOJ62qAv/mbv7m4mX/yJ3+SUQGZKZhblZkdmIEEs8cv/nT2SK9XIbCrUC4+OLNOs8/Uve997+wRmwEh7373u1dRYefcUmBxaOa+sjhS2UK4/usuL/IYYe4Mfl2dwK5CecMNNyRemXudgVs/9mM/NreU08033/zkJz85/9+bPxn9lWncq6u2M88J7CqOi//RNftfSQnAXND9SmD9BTL7MGMD8uf8889f3NrMUMz0xPz3KUOKszhgpgY+8pGP/J3f+Z3yrcWfLj6zTzsRWD6UKW7BwYlpxnxnuZhf+7VfS6AznuQzPuMzsn58J5V0kh0FFoRm7rs7Ruqd73zn05/+9PIPvPxMAj93Er+uTmD5UKa7n90esuVC7sI861nPyuyOTOGoFTt27Fj+zza7NGRuRqaJJ6zZBSJjxuoBXqxUYPk4phoL/tE1/V/JzAHwhwCBaQpkuY9MBNyu7f/zP/+ThcCf+cxnzh6Qcca5SZyNSxd/OvsVr3sQWBzKuQrMHZyuxid8wid8+7d/ez0s682n8/GlX/ql9R0v+hGYC81coTtG6oMf/GDm7775zW+e+6Jf+xdYHMrUJ7ncR37kR2a1pVK3TO3I3IzkA/XXfJpUvPz63ve+N/dfMnW7/OpnbwI7xnHBP7rG/yvpCcBKc0gnJzBigUwo/N///d8f/uEfnm3DVVdddeutt2ZNksWfzn7F68YFsuDMf/7nfyaytZ4ZOpIFYf7iL/7ixIkT9U0vBhfYMVLZTyDJ2wMf+MDBq6oCOwrkAewP/dAPZc+HcuSnfMqn5J9b5nCXXxPKzPP+qI/6qPJrRgFdcskl2TVix9M6oGeBBf/oGv+vpGVAe75UFEdgNAL/8R//cdFFF9X/PpV6ZzhQHgtkNGpuRi74dDSNVNEDB84999yv/dqvzdD/WYzsSpvNofKoJw98Zt/3ekCBHSOVoQj553mf+9zn3//935PFzcV0wJorerPA/3X6T30/O8Glu58t2Mo7WejpXe9613/9139lE7e8kxQ9e71lXEo93otGBBb8o1v839DB6+8JwOAhUAECjQrcdtttR48e3Vy59DCyvvjiTzd/yzvNCmTH2QwtyGKUszV8/etfnxuQev+zJoO/3jFS6Yuk3597yek+ZtZ+bhubATx41BZXIGl2tn244oorsgZrpgEkfOX4rLiQCGYKVpZnzWChJAtZ3dXarIsxB/l0wT+6xv8rKQEY5IJRKIFxCNT/Gs1WN4OMy6+LP539itfjEvjTP/3TV7ziFT/+4z8+rmpPsLZzkcq87Qzby+Zi//Zv/5Ybxk972tPy+oUvfOEEZcbS5AzZ+sd//Mds2pAKlz0fSs0/4iM+InOC887jH//4K6+8Mrs4P/WpT8149LG0azr1XPyPruX/ShoCNJ2rVEsJECCws0AGmj/ucY/LtlP5s/PRjhhOYHOknvOc52SaftncN/XKvI70I/PziU98Yp4GDFdTJW8rkABl8E8+zjZtT3jCEzIKKPs659eXvOQlCdyLX/zirMmbX7Naw1Oe8pTcUc7m0NueywdDCCz4RzdEdXZRpicAu8ByKIGpCeTu1OYm1zfri9ljtnxz9gCvWxZInzKrDWYJoGwZ23I91W3LSGV/39r7L0R5ApCppZnPTaxxgcc+9rHf+Z3fmUV4U88sLJPl15773OcmGciMjvzJ1s4/+qM/mjfn9gpovFFTqN7if3Rb/gdxyzf7t5IA9G+uRALjEMj03yz4s7muuQuVoeGLP938Le+0L3DttddmYfL0/suKhO1XeLI13DJSf/d3f/eHf/iHcyaZN5x7/xkRNPe+X4cVyLCfl770pXN1+OIv/uJsDZb1FbKwTP5vNttLzR6QX7OsZGYGz77p9bACi//RNf5fSQnAsBeP0gm0K5BV52655Zb8J2e2ilmXOgtXZ8eoxZ/OfsXrUQi84x3vyL3/bAacSYfpNY6iztOs5HaR+tu//duM3cqk0lmW/GvNUiRWj5k1aeF1lmn6vu/7vqyyNVuZrK6Wm/2Zjp/F1vJ+ngPMfprZHfn1wgsvnH3T62EFFv+ja/y/khKAYS8epRNoSyDL+7zpTW/KZjSpVu4EZ3zq3AzCjEnN0kAPfehDF3/aVqsmWZvZUO4IkP+MlZE/6f1nv6Edj3dAbwJzcVwQqawkk3+wGZE8W7fM5M46knPjgmYP8Lo3gdlQPvzhD88+Xy94wQtq6dnlt+wam3eyAFfWcfrVX/3V+mleZJfuBzzgAckQZt/0un+B2Tgu/kfX+H8l/R99/xePEgm0K/Dud787HcE8Zf7kT/7k/Pfp6quvzhoUWYK6PIz+oz/6o5e97GUvetGL8lHasPjTdhs5jZrNhnJxi7OKRYKeNeOzLVGeaM8enOGtW65iMXuM1ysVmI3j4khl/mj6iJkzmvV/8s8244xf+cpXZjnXzC7dcj3flVbbyTcLzIYy6/lkcc/sv5Gdv/IzN/sz+j+r/r/hDW8oX8ySoI9+9KMzECihzK63r3rVq1796lfXTzef3Du9CczGccd/dC3/V1IC0Ns1oyAC4xN4zGMek1HFv/zLv5z1BHPbI93B1772tXmztGTxp+Nr7VRr/Od//uf/3+k/X/AFXzBnkPEk97jHPebe9OtQAjtGKol6Nh/N5NEnP/nJGUny4Ac/+O1vf/uDHvSgoSqs3AUCWeM/t1Se/exnp4ufMT8ZfZflgLK7YvlKbh7/9V//dWb9ZvGfTOPOJgBve9vb8v/AC07oo0EEFv+ja/m/kgeTWQ5CplACBAgQIECAAAECBPoXMAegf3MlEiBAgAABAgQIEBhMQAIwGL2CCRAgQIAAAQIECPQvIAHo31yJBAgQIECAAAECBAYTkAAMRq9gAgQIECBAgAABAv0LWAWof3MlEiBAYBwCu1gjYvtDZz6ZeXk2wIc/+PCrDx+x1XsHZhaw2Pj87mPOHHrmfzdOUte6KG/Wj8oZTp3+aj3bmTfvLr1898ybG/+78ff0KepH5YQnT7978u6P7i60/JqPzjrm5OmTHDhQvnLi9EEbx5yuSjn2+Ok38045Q/n17mNOHThx+nxnjtn4JX9PnNgoJGfb+HXjixu/Hj95cuPNMye/u6zTn+XMJ0+ffebkG4WfPs3dXywlltPmZ47PSTe+ePrkczWvJ8+Rpw/bqMBZx5z5YmnU6ZOXY3LghtjGn9PfrV8s7+TXUtXyxRx0+sC7q7Hx+m66jfOUI/Pi9HsHTm0AnD756S+drvjdx5z+3ulPT5+3fFQOzs8zZW3U8PSvGy9KuadfnH7z7i/efUw5Qzlm7mxb/pojz3xl42x3/3LmxZnPNj7Kn/Lr3DEn725eOeSsY+qRG8E48/X6Yu5suz2mnvzuF3cDbF2Bs4/ZCF6p0JmfM8E7E63U98ynG1U/+9e7I7pxQP58+Csbv2xx8o23y9lOf/HDv9Yi6ou5s839uouTf/Dal6Scxv94AtB4gFSPAAECBAgQIECAQJcCEoAuNZ2LAAECBAgQIECAQOMCEoDGA6R6BAgQIECAAAECBLoUkAB0qelcBAgQIECAAAECBBoXkAA0HiDVI0CAAAECBAgQINClgASgS03nIkCAAAECBAgQINC4gASg8QCpHgECBAgQIECAAIEuBSQAXWo6FwECBAgQIECAAIHGBSQAjQdI9QgQIECAAAECBAh0KSAB6FLTuQgQIECAAAECBAg0LiABaDxAqkeAAAECBAgQIECgSwEJQJeazkWAAAECBAgQIECgcQEJQOMBUj0CBAgQIECAAAECXQpIALrUdC4CBAgQIECAAAECjQtIABoPkOoRIECAAAECBAgQ6FJAAtClpnMRIECAAAECBAgQaFxAAtB4gFSPAAECBAgQIECAQJcCEoAuNZ2LAAECBAgQIECAQOMCEoDGA6R6BAgQIECAAAECBLoUkAB0qelcBAgQIECAAAECBBoXkAA0HiDVI0CAAAECBAgQINClgASgS03nIkCAAAECBAgQINC4wMFTp041XkXVI0CAAAECBAgQIECgKwFPALqSdB4CBAgQIECAAAECIxCQAIwgSKpIgAABAgQIECBAoCsBCUBXks5DgAABAgQIECBAYAQCEoARBEkVCRAgQIAAAQIECHQlIAHoStJ5CBAgQIAAAQIECIxAQAIwgiCpIgECBAgQIECAAIGuBCQAXUk6DwECBAgQIECAAIERCEgARhAkVSRAgAABAgQIECDQlYAEoCtJ5yFAgAABAgQIECAwAgEJwAiCpIoECBAgQIAAAQIEuhKQAHQl6TwECBAgQIAAAQIERiAgARhBkFSRAAECBAgQIECAQFcCEoCuJJ2HAAECBAgQIECAwAgEJAAjCJIqEiBAgAABAgQIEOhKQALQlaTzECBAgAABAgQIEBiBgARgBEFSRQIECBAgQIAAAQJdCUgAupJ0HgIECBAgQIAAAQIjEJAAjCBIqkiAAAECBAgQIECgKwEJQFeSzkOAAAECBAgQIEBgBAISgBEESRUJECBAgAABAgQIdCUgAehK0nkIECBAgAABAgQIjEBAAjCCIKkiAQIECBAgQIAAga4EJABdSToPAQIECBAgQIAAgREISABGECRVJECAAAECBAgQINCVgASgK0nnIUCAAAECBAgQIDACAQnACIKkigQIECBAgAABAgS6EpAAdCXpPAQIECBAgAABAgRGICABGEGQVJEAAQIECBAgQIBAVwISgK4knYcAAQIECBAgQIDACAQkACMIkioSIECAAAECBAgQ6EpAAtCVpPMQIECAAAECBAgQGIGABGAEQVJFAgQIECBAgAABAl0JSAC6knQeAgQIECBAgAABAiMQkACMIEiqSIAAAQIECBAgQKArAQlAV5LOQ4AAAQIECBAgQGAEAhKAEQRJFQkQIECAAAECBAh0JSAB6ErSeQgQIECAAAECBAiMQEACMIIgqSIBAgQIECBAgACBrgT+f9UfLWfyfzVgAAAAAElFTkSuQmCC",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 480x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x0 = np.linspace(-500 * um, 500 * um, 64)\n",
    "y0 = np.linspace(-500 * um, 500 * um, 65)\n",
    "z0 = np.linspace(0 * um, 1000 * um, 66)\n",
    "wavelength = 5 * um\n",
    "\n",
    "params = dict(x = x0, \n",
    "              y = y0,\n",
    "              z = z0,\n",
    "              wavelength = wavelength,\n",
    "              n_background = 1.,\n",
    "              info = '')\n",
    "\n",
    "\n",
    "\n",
    "txy = Diffractio('scalar', 'mask', x=x0, y=y0, wavelength=wavelength,  info='')\n",
    "txy1 = Diffractio('scalar', 'mask', x=x0, y=y0, wavelength=wavelength,  info='')\n",
    "\n",
    "positions = [(-250,0), (250,0), (0,0), (0,250), (0,-250)]\n",
    "\n",
    "for r0 in positions:\n",
    "    txy1.circle(r0=r0, radius=75*um)\n",
    "    txy = txy + txy1\n",
    "\n",
    "\n",
    "uxyz = Diffractio('scalar', 'mask', **params)\n",
    "uxyz.extrude_mask_XY(txy=txy, z0= 250*um, z1= 750*um, refractive_index=1.5)\n",
    "uxyz.draw_XYZ('refractive_index', 'volume')\n",
    "\n",
    "uxy_new = uxyz.to_Scalar_field_XY(z0=500*um)\n",
    "uxy_new.draw('refractive_index')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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AAQQA7wAEIAABCEAAAhCAAAQaIoAAaKizaSoEIAABCEAAAhCAAAQQALwDEIAABCAAAQhAAAIQaIgAAqChzqapEIAABCAAAQhAAAIQQADwDkAAAhCAAAQgAAEIQKAhAgiAhjqbpkIAAhCAAAQgAAEIQAABwDsAAQhAAAIQgAAEIACBhgggABrqbJoKAQhAAAIQgAAEIAABBADvAAQgAAEIQAACEIAABBoigABoqLNpKgQgAAEIQAACEIAABBAAvAMQgAAEIAABCEAAAhBoiAACoKHOpqkQgAAEIAABCEAAAhBAAPAOQAACEIAABCAAAQhAoCECCICGOpumQgACEIAABCAAAQhAAAHAOwABCEAAAhCAAAQgAIGGCCAAGupsmgoBCEAAAhCAAAQgAAEEAO8ABCAAAQhAAAIQgAAEGiKAAGios2kqBCAAAQhAAAIQgAAEEAC8AxCAAAQgAAEIQAACEGiIAAKgoc6mqRCAAAQgAAEIQAACEEAA8A5AAAIQgAAEIAABCECgIQIIgIY6m6ZCAAIQgAAEIAABCEAAAcA7AAEIQAACEIAABCAAgYYIIAAa6myaCgEIQAACEIAABCAAAQQA7wAEIAABCEAAAhCAAAQaIoAAaKizaSoEIAABCEAAAhCAAAQQALwDEIAABCAAAQhAAAIQaIgAAqChzqapEIAABCAAAQhAAAIQQADwDkAAAhCAAAQgAAEIQKAhAgiAhjqbpkIAAhCAAAQgAAEIQAABwDsAAQhAAAIQgAAEIACBhgggABrqbJoKAQhAAAIQgAAEIAABBADvAAQgAAEIQAACEIAABBoigABoqLNpKgQgAAEIQAACEIAABBAAvAMQgAAEIAABCEAAAhBoiAACoKHOpqkQgAAEIAABCEAAAhBAAPAOQAACEIAABCAAAQhAoCECCICGOpumQgACEIAABCAAAQhAAAHAOwABCEAAAhCAAAQgAIGGCCAAGupsmgoBCEAAAhCAAAQgAAEEAO8ABCAAAQhAAAIQgAAEGiKAAGios2kqBCAAAQhAAAIQgAAEEAC8AxCAAAQgAAEIQAACEGiIAAKgoc6mqRCAAAQgAAEIQAACEEAA8A5AAAIQgAAEIAABCECgIQIIgIY6m6ZCAAIQgAAEIAABCEAAAcA7AAEIQAACEIAABCAAgYYIIAAa6myaCgEIQAACEIAABCAAAQQA7wAEIAABCEAAAhCAAAQaIoAAaKizaSoEIAABCEAAAhCAAAQQALwDEIAABCAAAQhAAAIQaIgAAqChzqapEIAABCAAAQhAAAIQQADwDkAAAhCAAAQgAAEIQKAhAgiAhjqbpkIAAhCAAAQgAAEIQAABwDsAAQhAAAIQgAAEIACBhgggABrqbJoKAQhAAAIQgAAEIAABBADvAAQgAAEIQAACEIAABBoigABoqLNpKgQgAAEIQAACEIAABBAAvAMQgAAEIAABCEAAAhBoiAACoKHOpqkQgAAEIAABCEAAAhBAAPAOQAACEIAABCAAAQhAoCECCICGOpumQgACEIAABCAAAQhAAAHAOwABCEAAAhCAAAQgAIGGCCAAGupsmgoBCEAAAhCAAAQgAAEEAO8ABCAAAQhAAAIQgAAEGiKAAGios2kqBCAAAQhAAAIQgAAEEAC8AxCAAAQgAAEIQAACEGiIAAKgoc6mqRCAAAQgAAEIQAACEEAA8A5AAAIQgAAEIAABCECgIQIIgIY6m6ZCAAIQgAAEIAABCEAAAcA7AAEIQAACEIAABCAAgYYIIAAa6myaCgEIQEAE/tCffw8cIAABCECgZQKHl5eXLbeftkMAAhBohIDs/vc/+ZQa+7Gnn3v1448p8AVPfIa+3/mtXx0EQhiUy4jkGwIQgAAE9o8AAmD/+pQWQQACEBgjEJa9rH+Z/rpx/8HJndu3FAgZoEBIgrhbtAFKYAwiFxCAAAT2iAACYI86k6ZAAAIQGCdQTH9Fy76X6a/A2dnFjRtj/p91TNEGnfmB8YK5ggAEIACBHSZwY4frTtUhAAEIQGA6gdrnR6lk/cvQV+Di8lIBfddZT07P86UlU+KYEIhIZgMyHH5DAAIQ2AcCzADsQy/SBghAAAI1gWkD/2H0z7P06/Dw8OjwUGXeffS2vt/yxif0jQyoIROGAAQgsLsEEAC723fUHAIQgMAYgWL3x+B9cfiZ3+4fK84vjo/MWUgyQGsDcAqa5EMMBCAAgV0kgADYxV6jzhCAAAS6BGqHn2L6K5Gs/3mG/LvFjV/HhIBWDrz+NY/rDkpgHA9XEIAABHaMAGsAdqzDqC4EIACBDoF1DPx3HiEJca6fk4sPfPgTusXygA4fLiEAAQjsFgFmAHarv6gtBCAAgS6BGPuvN/lRipUM/HeflK/xC8ok+A0BCEBgJwkgAHay26g0BCAAgULgiTe/Q+EPfuTpssmPLq/v9lPKnxaQDJBTkLYNjeUBLBGeBop4CEAAAkMjgAvQ0HqE+kAAAhBYkoDMce3muQHTP+p3fnFxcaodRR/o8r3vezIikQFLdh7ZIAABCGyQAAJgg7B5FAQgAIH9IhBrA55/YUwDqInIgP3qZ1oDAQjsGwFcgPatR2kPBCDQGoFYAyAXIDV8kzMAvZw7fkFKgxjoBUUkBCAAgS0SGDsNfov14NEQgAAEILAEgdgCaImMa8oivyCJEM0JSJCEX9DQarimhlMsBCAAgR0igAvQDnUWVYUABCAwIhCG9fuffEpR9b6coxRbCoVf0MHZgWRAWRugujAVsKUO4bEQgAAEugQQAF0iXEMAAhAYPoFi/ZdDf2MLoOHUXFMBqgzLA4bTI9QEAhCAQCHAGoCCggAEIACBHSBQTH/VdZN7/18HDQsDrkOPvBCAAARWTgABsHKkFAgBCEBg9QSm2f068EsP29jWn9dpWEcG4BF0HZjkhQAEIHAdAgiA69AjLwQgAIENEZAAkLt/x+Fnh6z/GpOUgC7vPnpb32954xP6RgzUfAhDAAIQWDcB1gCsmzDlQwACEFglgfsPTuTuv6Omf4BgecAqXwjKggAEILA4AWYAFmdGDghAAALbIPDEm98RTv8hAHbC7Wc2p8PDw6PDQx1gfOf2rVc//tgXPPEZSs9swGxo3IUABCBwfQKcA3B9hpQAAQhAAALLELANQzk3YBly5IEABCBwLQK4AF0LH5khAAEIbJ5A+P9s/rlreiLnBqwJLMVCAAIQmEYAATCNDPEQgAAEhkIgtgAaSm3WUw8WBqyHK6VCAAIQ6CHAGoAeKERBAAIQGA6B2P9H9SlbAJ2cnutyD9YAzIDM8oAZcLgFAQhA4JoEEADXBEh2CEAAAusisAd7/18TTS0D2DD0mjDJDgEIQKAQwAWooCAAAQhAYHAE9mbv/+XIsjxgOW7kggAEIDCbADMAs/lwFwIQgMA2CWjrzw9+5GnVQG4/++3zcyVljg+7EhEJIAABCMxJAAEwJyiSQQACENg0gfD+LwJAj29cA9QeQZwbsOnXkedBAAJ7RAAXoD3qTJoCAQhAYK8JhEfQ+cmF5kN0IrJWRUsGxEoJjg/b656ncRCAwIoJIABWDJTiIAABCKyWgE7JlbGrMhsf/q+pCsXDkzP9PP/Cgw98+BN3H7393vc9ySrhGhFhCEAAAjMIIABmwOEWBCAAga0RiIHtrT1+Rx7M6QE70lFUEwIQGBYB1gAMqz+oDQQg0DiBaVt/CksYu43zmdZ8lgdMI0M8BCAAgUkCCIBJJsRAAAIQ2BoBbfujZ5czv87OLnR5cXmpb1yAruwVZMCViEgAAQhAQASOoAABCEAAAsMh8AVPfIYqI6d//RTrX6Y/1v88fSRKmicRN60NkIjSwgDlwplqHnSkgQAEmiLAGoCmupvGQgACO0NAViwD/8v1VvhKPfv8/aPDw9AAUQ47BS3Hk1wQgMD+EcAFaP/6lBZBAAI7TEDD1WGzagxbAoCB/+v3JX5B12dICRCAwJ4RYAZgzzqU5kAAAhCAwBgB8wu6vLw4vTw7e8DpAWNouIAABFolwBqAVnuedkMAAoMnIA+WwddxZypoMqBveQArBHamC6koBCCwOgIIgNWxpCQIQAACEBg2AWkA/ci9Sj9ytWKV8LC7i9pBAALrIoAL0LrIUi4EIACB5Qi8+vHHYhvQWAS8XCHkmkFAGkALA6QBbtw4kgYQ8JgHYJXwDGjcggAE9okAAmCfepO2QAACe0JArup70pKhNoOFAUPtGeoFAQhsggACYBOUeQYEIACBRQlocPrk9HzRXKRfiEDIgPOTi4cnZ9o29IMfefrO7Vvvf/IpncbAbMBCJEkMAQjsFgG2Ad2t/qK2EIDAnhOIk4BliaqdEgCyUPe8wQNr3vGRLY27++htfb/ljU/oGyUwsC6iOhCAwAoIMAOwAogUAQEIQGBVBDT2rBHoUppc1dEAhcYGAp3lAeWJyICCggAEILAHBBAAe9CJNAECENhbAlj/m+/a8AuKcwNYJbx5/jwRAhDYAAEEwAYg8wgIQAACixGQJ7r2qFksD6lXSqCWARwftlK0FAYBCGyfAAJg+31ADSAAAQhAYJgEQgYcnB1IjyEDhtlH1AoCEFiCAAJgCWhkgQAEILBGAnEIgB6gk4C1CniNT6Lo+QhoYYASyino5PS+ZICWaL/+NY9rufaT/+Bt8xVAKghAAALDIoAAGFZ/UBsIQAACEBgmgViPoQ1DtTL7Ax/+hJYHvPoL36pDxLRuWxVmlfAwe41aQQACvQTYX6IXC5EQgAAENk0gDqONLYA0CRBrAGLsedNV4XlzEJAM0BSNZIAWbCAD5gBGEghAYEAEEAAD6gyqAgEINEigY/fHGcBnZxcX7vwTo84NYtmVJiMDdqWnqCcEIFATwAWopkEYAhCAwHYIhN+/rH+Z/qoB1v92umHxp9arhJX7ve97UrMBIepwClocJzkgAIENEbAjD/lAAAIQgMC2CNRmYrH+ZVbqs60q8dxFCchTSz9lpyDJAJUQMmDRokgPAQhAYAMEmAHYAGQeAQEIQOBqAuH8o7F/TP+rYQ0yhTQAx4cNsmeoFAQg0CWAAOgS4RoCEIDA5gnIbyS8gDSKLB8gNMDmu2AlT1THaefW85OLk9NzdaU2DNUSYS3s1k5B9VTPSp5FIRCAAASWJsAi4KXRkRECEIDAagjU64BlMsoRiM1/VkN2AKVMrhJ+xcte+vZv/PIBVI0qQAAC7RJAALTb97QcAhAYFIGQAXIft0kA8wNiDcCg+udalTk+shV3dx+9rcAXf95nfe//93XXKo7MEIAABK5HAAFwPX7khgAEILBSAjpflkmAlRIdUGGy/utzA3AKGlDfUBUINEaANQCNdTjNhQAEhk1AzuJaDKAFwfIjH3ZNqd3CBMoqYfWvelmzPW954xMqBSWwMEoyQAAC1yOAALgeP3JDAAIQWDWBWBAcZ4HhCLRqulsuTx2qVcKxWZCqEhuGRp2QAVvuGx4PgZYIIABa6m3aCgEI7A4B+YpoJ5ndqS81XYBAyABl0HoPfSMDFmBHUghAYBUEWAOwCoqUAQEIQGB1BLQMILyAJACYAVgd1+GWVJYIq4o4BQ23n6gZBPaIADMAe9SZNAUCENgXAnEomFqjTSTRAPvSq1PbEbu+1rMBHB0wFRY3IACBVRBAAKyCImVAAAIQWCkBnR5VNMBKC6aw4RKoZUCsEkYGDLe3qBkEdpwAAmDHO5DqQwAC+0UgTgPYrzbRmgUIhAyIVcK1DFARrBJegCNJIQCBmQQQADPxcBMCEIDA9ggcHR6GObi9KvDk7RCoNwsKGVDqgQwoKAhAAAJLE0AALI2OjBCAAATWQkBHAWhbGG0DupbSKXR3CNQyQLVms6Dd6TpqCoGhE0AADL2HqB8EINAmAW0DqoZzHFibvV+3OmSAYsoqYZ0UEa5izAbUoAhDAALzE0AAzM+KlBCAAAQ2QUBLP+MsMD0sjgJgI6BNcB/8M8oq4XAKKjJAFUcJDL73qCAEhkWADeaG1R/UBgIQgEAQiCHed/+TH5UvECsBeCs6BHR0gOaItFuUZIBuyW1M38iADiUuIQCBaQQQANPIEA8BCEBgywSkATQb8IEPf0L1QANsuTMG+fiQAara61/zuL6RAYPsJSoFgSESQAAMsVeoEwQgAIEgIA0QSz/l/40G4K3oJaDT4m7dPNatmBBABvRSIhICEKgJIABqGoQhAAEIDJFATAV88CNPa0kA6wGG2EMDqJNkgPaNDb+gt7zxCdUIj6ABdAtVgMBACSAABtoxVAsCEIBAh8Crv/CtWv358OSsE88lBAqBmA3QVIBikAEFCwEIQKBDAAHQAcIlBCAAgYESiGXB8giSDGAqYKCdNIBqxVSAKnL30dv61iphOQUxGzCAnqEKEBgQAQTAgDqDqkAAAhCYhwCLg+ehRBotERaEslkQawN4JSAAgUIAAVBQEIAABCCwSwSeePM7Pvb0cywO3qU+20Zd67UBej5+QdvoBJ4JgcERQAAMrkuoEAQgAIH5CWg2QGcFKD1rA+aH1mDK4hf0ma99pZqPU1CD7wBNhkBNgJOAaxqEIQABCOwYgfDt1nEB7BG0Yz232epq8yhtICUZoPcklghv9vk8DQIQGBYBZgCG1R/UBgIQgMByBDQVECcGPPv8fZXAbqHLYdz7XHF2mA4OY0nA3vc1DYTADAIIgBlwuAUBCEBg9wiwNmD3+myzNX7k1o04MkyPxRdos+x5GgSGQsC2COADAQhAAAJ7Q+DJf/A2LfSUq7fGemMfmL1pGg1ZCYGzswvtJKsV5CspjUIgAIFdJMAagF3sNeoMAQhAYBaBWBgQu4WyNmAWqfbuaRlAe42mxRCAQJcAMwBdIlxDAAIQ2A8CkgGaDfjaN33+rZvH8vrYj0bRCghAAAIQuD4B/pNwfYaUAAEIQGC4BMoRsFoirEMDLrQ6+PJyuNWlZmsmoN6/WPMjKB4CEBg+ARYBD7+PqCEEIACB1RDQ+mAV9IEPf0Lf5xfYgauhuoul1HsBFYm4iw2hzhCAwHIEmAFYjhu5IAABCOweAXkEqdKSAVoYcHCGBti9HlxVjTURpKXArANeFU/KgcDOEWAGYOe6jApDAAIQuC4BrQ9WERwhfF2Ou5yfSYBd7j3qDoHrEkAAXJcg+SEAAQjsKIGyTdDDk7MdbQLVXpqAtgM6OjzUdrEqgUPBlsZIRgjsKAEEwI52HNWGAAQgsDICrA1YGcqdKkga4GV376jKr378MU4E26muo7IQuC4BtgG9LkHyQwACENh1AloboB8NBt+4wdlhu96ZC9RfMwA6EWyBDCSFAAT2hQACYF96knZAAAIQuB6BODTg67/yDTo0gCOEr8eS3BCAAAQGTYBdgAbdPVQOAhCAwCYJlB0h3//kU9opiLUBm4S/4WdxJPCGgfM4CAyKADMAg+oOKgMBCEBg+wQkA+QRriOENRXAEcLb7w9qAAEIQGDVBFgEvGqilAcBCEBgvwhoiTBnh+1Xl1prYhcgrfq4c/sWi4D3r39pEQRmE2AGYDYf7kIAAhBonUCsD9YSYS0MYG1A628D7YcABPaCAAJgL7qRRkAAAhBYJ4HYJkjrg9kmaJ2YKRsCEIDAhgiwCHhDoHkMBCAAgV0nUJYIc4Twrncl9YcABBongABo/AWg+RCAAAQWIFA0ANsELUBtF5KWnt2FylJHCEDgugQQANclSH4IQAACrREoxiJHCLfW9bQXAhDYDwIIgP3oR1oBAQhAYAsEtDZAT5UM0KEBB2cH5xcXW6gEj7w2Ae36eu0yKAACENglAiwC3qXeoq4QgAAEBkhAMuD1r3mcbYIG2DVUCQIQgEAvAWYAerEQCQEIQAACCxCIqYA/9OffozxaIswRwguw23ZSHQKw7SrwfAhAYNMEmAHYNHGeBwEIQGBfCcTaAI4Q3tf+pV0QgMDeEOAk4L3pShoCAQhAYFgEyhJh1gYMq2O8NnES8N1Hb3MM8AB7hypBYN0EmAFYN2HKhwAEIJAIPHPvtCkW4RfE2oDhd3rZ1mn4VaWGEIDASgiwBmAlGCkEAhCAwBUEZP0/++AsEr3iJTevSL0vt8s2QWrQBz78CaYCBtWxOtd5UPWhMhCAwMYI8Me/MdQ8CAIQaJSATP9i/UsDFBnQDg7JAG00+fVf+YZHbt3QTzsNp6UQgAAEhkmAf4iH2S/UCgIQ2AcC4fMTFv9zefhfDfvQM/dfdvtGO/MAanLtZPL9//THzs4vzs4umBDY4lt+dHgYT+cQgC32Ao+GwLYIsAh4W+R5LgQgsOcEivUfpv/zD5P/z91H0sjLp7/8thA0JQNKl2vD0Pc/+ZSOD0MGFCYbDhwfHckF6M7tW2954xO1PNtwNXgcBCCwFQLMAGwFOw+FAAT2mUAx/dXIYv3fOy2n5JoSkAyofYFakwFhcSIDtvVnoC2A4tEcArCtLuC5ENguAQTAdvnzdAhAYN8IFHf/YvqrhbL+75+ejzf1THMCn/ay28gAyYD3vu/J5194gEfQ+BvCFQQgAIF1EWAR8LrIUi4EINAaAZn+Yf3L9NeP7Hv9yPQv1v/9k3P7ObWfiI+U+pYM0E+U0Bo3zQZ87N9+m3YL1fpg+aW01vzNt7cM/8v/Z/NP54kQgMAQCDADMIReoA4QgMBuE5DhrgbEWL6seYXD9FcgBv5l9yv88PzikeOjCOtSn4+/cPKSm0dyB4pcERnfrTkFaacgPILqF2B94Vj+yx6g6yNMyRAYPgEEwPD7iBpCAAKDJhCj/qpiMf0V1gC/vm2wP5v+ujw5uzw4sPhaBoRCUCQygIUBeg3W+onTf8P01/A/CwDWSpvCITBkAuwCNOTeoW4QgMCgCXQG/jXqr+oW01/hYv276X9wcn5x69hcXG7dSEswpQR0+YqXmieGpgL0XfYIeuy2DdC0tluomhwfZgMyiZX9LtZ/eP7I+o8NQNkCaGWIKQgCu0MAAbA7fUVNIQCBwRDomP6qV7H+Oz4/ulWs/9OLy5tHZvpPyoA7t47v3DzWrZABCoQSCBnwulfcUUyDn1gffP/Bycnp+eWl5k/4LE9AAuDWzeMy8C/rH9N/eZrkhMCOE0AA7HgHUn0IQGDjBGb7/Kg6GviXu78CxfRXWNZ/qemkDNBUgDSAEkyTAc1OBYjJE29+x8eefo5tgsr7s1ygFgBY/8sxJBcE9oYAawD2pitpCAQgsHYCnYH/MuqvB/cO/MvnR7fC9D/1cK5i7HVjdw8Ocvgk38y/NRsQj8gR9ru1xcFqMuuD6xdg6XA5+nfpEsgIAQjsDQEEwN50JQ2BAATWSKBj+utJxfrvNf2VoFj/YfoX+19u/1kMZNPfKn50cnZ+95Hjeo8gi3anID3LH2cnB5dPU0qA9cGl3wlAAAIQuD4BBMD1GVICBCCw5wSK9d+7z48aP8PnR7Z+mP7nIxcgWwbQKwMenqfFwQcTswHKUm8VKo+gqBUyYM9fvhU1T/4/KyqJYiAAgX0ggADYh16kDRCAwJoIFNNf5Rfrv3efHyWQx38Z9ddlPfAv61+LWBWpwK3k89MjA154eK71wdojKJYQ1DJAawPi0AAVUj7IgA9+5OmzM0mscKYqYAhAAAIQgMAsAgiAWXS4BwEINEug1/QXjWL9ly0+FdlZ7Nsx/ZWgWP8KSCQcay+gZLJ2ZcDphY4Ms9XAvTJA8QcHttlo/UEGIAPq94EwBCAAgSsJIACuREQCCECgOQKy/jvH+gpBMf0VLtZ/x/TXrWL9h89PMf11K4U1FSDrv/b/PxiTASe+VWik6JUBvYuDG5cB733fk+wWqneMDwQgAIF5CMR/guZJSRoIQAAC+09Apv+k9S/TXz9a7Gs/J/YjFx39FOtf+/zYz/mFfuTx7z/u8HN5ac4/7v8j61+Wf/woXMensGcU4nun5ypNEwX2I7ciOz/4IJ6oRz/z4knUR5GxOFi+SfqRYomf/e+kiRZqifDH/u23fe2bPv9ld+8cH2m3G/zdJxgRAQEIQKAiwDkAFQyCEIBAwwRk96v1Mwb+y6i/khXTX+Gyy2e92Lcz8O/+/wcX8Utj+zJRDw+Os51qHkHy+/HLFD46uOmHBE+eGKCUcWhAnBigy/oI4cbPDxaNcmiAaJvk4uME9MLprbtx4ygOAtPOqoCBAARaJoALUMu9T9shAIFEYHLUXzcW9flRlhjsj4B9uwFarP/RPkAHmgtIXkCy+5VLiSecgsZPCRilUOiirA+WDIh6Tq4NULqm9ggyQn5ogL6RAQ4jfYX1X8cQhgAEGieAAGj8BaD5EGidQGfgv+zuLy4zNvgvo/5K1jvw3zH9lSyM/CQGgvrFpQZlz00K2PB/RwaoWC0AiBUFtTjQNkHuF6S1wqNPrwxoc1VAQOmcHdbsbIDNNPmMk8b+FdDwv751DHBQ4hsCEGiWAC5AzXY9DYdA6wQ6pr9wdKz/K31+lKV29/dLs+aL9R8+P2Om/+XF0WFafCXbTL4/0gDK4l9dpyDZ+rrlX/rddQqSPFCk3IH0feeWbRzUcQr6tJfZwWGSAfrWp8HZALX6D/3597z/yafa3CaoDPyH549ovPrxx/SN/48g8IFA4wQQAI2/ADQfAi0SuNL0F5Ri/fe6+ytBZ+A/xu+L6a8ExfrPLkDh0iOr3URCkQFh30+TAZoZKKsClEufem3Ao4+Y3a9Prwx41aM23BurAhQIJYAMaOfQgI7fv94Bjf3HmcoK84EABFomgABoufdpOwRaJFCs/3Kwlyj0uvsrvmP9ly0+dau2+Es42/pm4ncG/jXKH5IgbP0iA2LsP3b+nJQBsv47i4NVsj5FBsTBYRE5KQO0PvjuIzYDgAwQhNZmA4oAeP1rHg+3H6z/+EvhGwIQQADwDkAAAq0QKKa/Gtyx/me4+ytxx+O/mPu6VYeL9T/N9JcGcNYxAzAKa+dKjzePIH06MqB3j6BILxmgbYLCUyg8ghRfywBdfspLbuobGRDE9N2ODOgIAKz/8g4QgAAEWATMOwABCOw/gRmmvxrfsf47o/5K0Dvw32v6K3Gx/i8u5fOjUX/F6f9m2mtXStlkEa5nA+SUIo8g3Ym8aXLAs2iJ8Pn5pUz8cC6aPD/4dLQY2FRE5+AwrQ2Y3CNIswGx26nS69OaU1DYwe3IgFj4G33NNwQgAIEggADgTYAABPaZwEKmv0AU678z6q9btcVfhzXwX9z9lazMA7j1PzL97Va+nWXAZZEBUgtHvg9ovwxwZaCpgF4ZoIPD3COo3jZUT/LLE1vM8IqX3potA1rTAKLTmgxQk/lAAAIQKAQQAAUFAQhAYN8IdKz/ziY/am1Z6atwMf0V7lj/tblfhytb3wbvxy/N2i8D/wrp2s6lCpd/T+oywO6EDAiTvVcGnF14vrDwlSM8htJluBLpYhSrGYNoTpSpw4M1FdC7VagKi0+DGkAN31cZEK+WJpVi98/cyfyGAAQgkAiwBoBXAQIQ2EMCHdNfLey1/h/6Vj4zTH9lrC1+hXv3+VEymfTZ56fH9PcEEa+grHmz2sNyLzJAMe79b8lij6AQC36pL+0HajliTXDn0tYKu/1fFgcrQawNsMCNQy0M6N0qNNYGKM2nv9z2DG1TBqjh+uyNU5DeqFhGUu/+ydaf0ct8QwACQQABwJsAAQjsFYE5TX+1uWP9d0b9laBj+luMj9y7rW9merjse1zxAkrWvw32+6i/fUcKhcY/kzIgFgF7qh4ZcMNvhyqYlAFFAyh7rwy463uGzpABWhvQ8lah0Tm7LgNiQXk59is2/mf3z/G/PK4gAIEDBAAvAQQgsCcEljb91f6O9T/D9Ffi4vHfa/orQb/175a7bsXAf4E+IQPseOB8tysDJAHibq8MiCH/aQeHqcyYClAgZIAFbtpJAtotVN9xcJgCyICQAR/48CfU19GbwjL8j96lW96hsfBX1j+7fw6/16ghBLZCAAGwFew8FAIQWDGBjvXf6/CjR3ZG/RXTMf0V07H+y6i/bhXTX+EJ69+s9jAWYxZgzHA8zP/Y6t6huwCNTwsUGeCBsPt7ZEAx7qfJgCUODlO1iwyQRxAnBghIfCQD3vu+J59/4cHwZUC8P7L+i+mvJjDwn3uS3xCAQJcAi4C7RLiGAAR2i0DH9FflZ1j/C7n7q6hi/feZ/lp3m872Cn/+MlbcMf1VTopx61/LgfW/sNiSjCgJXCeEcR9P9LApAV9goF8WoXmAdDdvFaoEMv1Numgov1ocLMEQe5jGEuEXHp5rlmByq9DYCFWFHByc+bcdHNbyVqEBIZYIv//Jpz729HOSAYM9QljvUrwzsv6Lz4+aEPWPtvANAQhAoCaQB6XqOMIQgAAEdoHAQqa/GtRr/fsy4O6ovxIX01/hjvUftngsACimv5J1B/6zz49upXtlTN+i7NORASVSCdMtzxnmnd+1h4Sfd1kwEHeLU1C9VjiFY38gXxuw0MFhelZMCLTsFKR5AHGQDPjgR54+O7sYoAwIAXD30dv4/PjfCF8QgMDVBJgBuJoRKSAAgaERWInpr0Z1rP/a+Wfcw8cA5BgbYC/Wfwztd01/pSjWf9xz0794/YSx7mXa7Y4MsDKVwlPHrc5sQKqJctp+Qd3ZgIUODvMyfMrgxIJaG/B/7526R5BNBcgjKI5M9mTpq7WdgspWodF+yYCTU8nD6NcazFDCDPwPpSeoBwQGTIAZgAF3DlWDAAQmCKzJ9NdzOtZ/Z9RfCZITTnL7MYu+WP9j5mAx/S2F/i8Dv3j6+GX+SvMB6VdXBsj0z3fyrbHZAK0VtoH9SNSZDYj9gmL4X2liy6B6NkDbBGkqQLfqrUJ1qd1C9a2Dw/StTywOLluFltmA1jRA0NB3LA4OjyC9IWP9XhJtPKA3Jbz/NQPAdp8bx88DIbCTBBAAO9ltVBoCbRJYyPrvdfgRt86ov8eYnX6lz48Z8nnsPyy/MO/HrMB6sa9Suwk/NlgcRn0ePjbzPYsEJbccYdFXw/+RY3RrJAMs5zQZoGJqu18p68vbvu2PIqfJAE0FxMpgpemVAa97xR3davbzxJvfMRwZgABo9j2k4RBYmgAuQEujIyMEILBRArL+Y1lqOKXMWOmras2w/uuR/jqc/Gr81/gG/7Go1uxwH/S1Vvea/hYfpei2m+1xZRn0STG+/DeMej88OAz+IgOihJABqTRPoRz1LdXEXf91irBVL84PjoqGU9DRweF5FOqxGv4PhRNLhB+cXmisX/MAsQmSWqZCNBsQ3HT58H4UZhsE3TuN8JhT0Ieeua+FAc1OBcRAe8iA+w9OtusUVC0RsReNDwQgAIErCSAArkREAghAYEAEZP0vbfqrGbXFX8Jzmv7KXsx7D4cKsEH70WXEJVtf0f5Jl3ZPW4CO7Pgq2VQZoNTx1AkZYFv+5GyTMkCVlQbQE6fJAJ8JMct+mgy4f3Lute98jcmAuIcM0GzAVmRACMU49qvTT1xCAAIQmEEAATADDrcgAIEBEZCVWTam1Jh07FwZRuoSu/urYXP7/CSjPlvieZg/2Mzn86O8Mv1TDg+EWW8GnKJ9KkB3sz3vCW3lgE8XuACI9JHCcnjkhWeeJgM0S6DFACEfemXA+UVUKQ32x1ahZTbgee0ZeuPwIC8OrrYKVfXSbqHRovhuXAbEoQGSAdopaDPLA/TyqOtl/Ze9/+PYr7pTCEMAAhDoJcAagF4sREIAAkMkIC+gn/7kA80AhACQ9b9y01/NLot9PSzr36xkGdwKJSs82Li1nmKSRlCCuOffbl1HgmL9V7ctaEcC+LRAHd+RASYSxspN6wTCePcxYCukyIAoKtYGxMFh+VYSGPViAIXrxcHKqwkB+85LhE0D5MXBvecHl7PDYqtQJW5WCajtRQas1SnIO916PKz/svc/+/+oC/hAAALzEEAAzEOJNBCAwCAIxDKAjz77oBYA63P39zb3Wf99pr8Sj1npPn6vyGmmfw00nQtWi4fx2QCN9Fr6sQeMZECYg6Ym+mSAKhu5p8mAMT1QnRig0uLQgNAAuow9gjoy4FWP2pZB2iBI3lllmyDFIAM0G/DwpGeqRHCW/hTTXyXI+n/9ax5XIAb+sf6XpkpGCDRIABegBjudJkNgtwloyPneqTum5HacnF/EYtY49XbOfX5mrPT1gpPpr7As69HYf7H+w16ftMxTjN3uWP+lkGyypwZYMiX3jG7GW3xY+/609PSUK8uAVJpShKeQ55fzifJmW9+XCCviKOz6dCsKGDkFHeVThO2xVgnNAZTzg08vtBLgWJHTzg/++Asn0gmxMMMKGP+0KQOKLf7uf/KjKzw7TC9A9Gw4/cvzB9N//HXjCgIQmJcAMwDzkiIdBCAwBALafCbWAeu8qnAB0gxACADZrHOa/mpIr/Uf1nMYwWFem8lcrP9i+luU3+hY/9NN/1RImPg5e0cGJHegZPJ7+fnL4vREz96RAZEk7MKqwGTr+92eEwOyQkhOQXEaQEwFKMukU1BMBejW7NkAbRgahwYwFSBWcWiAAtc/Oyx6Vr1WTH8V+5Y3PlGUhi75QAACEJifAAJgflakhAAEtk+gCAB5AT3z4onWAHQEgPb2idW9ZZMfVTrGvMO+7zX9labX+h+NshcZ0Gv6K3+2/juj/v50z1Osf0XFJ6LD4veY0AAKZis/JfSYMdWRE0RtLJli4gn5t+Lsbtj6HYu/4xRUHxzWKwM6B4f1yoA4N6A+NAAZYB1zcHDN3ULVodF94fGvAsPpnzO/nC5fEIDAMgRwAVqGGnkgAIFtEdBK0zgHQBWQM3rZrr5TnyIDljb9VWDX+g9jOxn61QOz6a+ojvWfS6gSm1DIVnud0a33yC4ZEBmTKe/J1ZA0DxCXXkhOYFGWJSSAt9lv2QOysLEkWhmcgKQaWUYZl2cX2m5IST3W3YUkA0JBJWVj98KPqEpkyf1yzCHLC2GboMDg32Gpl/XBcUerhBVIb0iVuBMM678e+Jf1L88fxv47oLiEAAQWIsAMwEK4SAwBCGyZQGcjoE/eP+2dAQgBkIxd/1UG/ic2+VGLzFAOU8yt6zGzLGKS0Z5M9gwhXVqSjulfCvSyI72nzln1wFHQUttVMuj9Ru9sQFj4o6xeZC0DSiHxsFygle6jyBFIS32jtDIbEJdja4LT85JT0JXnB+sp5QhhpgK8G7tftV+Q7oUMUKBM0SgszVZfdgb+sf67TLmGAAQWJ8AMwOLMyAEBCGyVgBxLypJT7UtzctZ7XlWqomypYvoraob1H/b42IhsmL+RP9n6VctTjOXrWP+pkLDBU46xC4+LmHhsaJAkPMJqr2cDLCY9zrIms1xZPff44gE93E4PSOWOZgNGZmU6NWxiNkAHh6nk+sDgGPQvswGxMrj34LBYIqzumDg+rH8bnDYXB6vvYuReMkBhHR92dvYgRvd1Gdv5a++gElZAl4ovG30qhrF/QeADAQhckwAzANcESHYIQGCjBGInUHkBafMZHU0V64BfeHiuXYBiEXCM/ZcZgBAAMoNnmP5qQJjLHevfLnWjsrxTU1OMZeqY/laUcoVtX6dO4Wm/krlut82RZyy/x/mzIj6nHcmAKNUz1TlLOREZlzHe7zmsoDguQIEoLRYDlOdPzgZofXCcLRDHBShjOTFA4VgbUO8WOmNhQLMaQKDiE05BMu6lBBQTVn7c0jD/+598SmHdCp8fhTH9Aw7fEIDA9QkwA3B9hpQAAQjsCoHD7BBvJnGY+2FOd0z/crdr/bspHYn7TX/lHNngo9BVgCKl18V2BB0dGxwZ02xAGc73hH41PhsQu4nKfvd7qZ7jswHJhd9sfHtoZzZAiwGkEDQVYO3omw1wn/+orZXUmQ0YWydwYu5AEmnSAFqxLY8gzdtoj6A4LqAc6tyyDCgGfdj6nT09Y5ZAt/D5ib8CviEAgRUSYAZghTApCgIQWDuBMgMga7LeCfTF0/M5ZgBCAKR/964w/cPIrhvkdm+v9Z/0QxjGKcvYRV3MVeGoV/9UgPKaPDATf6wYs+f9nn1LLsR1SASLyjFu9ftdy185mselrQ2IAf5yN5WseA/ZDEA+PLgkjtmApacCVE7LMkDND1tfgSIJFI6Pbk1G5pv8hgAEILAkAQTAkuDIBgEIbIXAqgRA2M/JcFdL3LpNl3EvDaN7K6eb/ro9Yf0vbfrXRL0S/pWs+fqmwrXFn28lY125igbQrQkZoKy5THvApAxQOcVTKO6mkrMMiHMDlLc+MQAZkPuB3xCAAASGTiDtBTH0alI/CEAAAhMEwr88omP4eSLJrIjZ1n/Kacaymfj6mFGd7O50M+ItLsxxix6FUqIlf3mh/pWe0ilHEwGy7D1BuaMIs/a9CqNcVmuPcq1i8TngSW1WpPKM0qXOU7vQyudY/Bx3U8kHtkS4/Oi5ttbCfhSww4PtR4sxLuxoNvs5M4Ghsxr0HYuD5RGksDyC9B0ruWNT1/AIkrpTPB8IQAACEFg3AdYArJsw5UMAAmskUB8FoBFoWa6LPcwtYzeJZRR71mQ912G7MWn6W4pkV3vi8YuIuva3HpCWFEcl88h9KngsMupvxr3djapJEVi4aAC/p1yK1dB+nT00gI/3W9YoJGhqNiDd9VJVmIx78wjyESQFpAE0FSA7X+5D0gCxMECSTMk6qwKsZmOfnj2CJAZ02oNSNe4XNMaJCwhAAAIrJYAAWClOCoMABHaNgBnBYTq7yRyGbzQi2ccTln3EV9FhbK+55al62aDPmsRnAkaRqS0uZ0zdeNP6ZYDX15J4m0NaFBnggcsjt/F7ZcC5ik43vKAIJyiTN2K22eOnnxqmOYHnHnT/q4QMWPOLRfEQgECLBHABarHXaTME9olAbDq5ZIuKve8e/+VKdqyM5s36/ExrgUx0t/3jvl/JZA+rXXGlkimySm7NiUsFQihEC00ZmN1vn6QR0mVkkPXvAsDcgfSjRPqZdAqKEwOSF1C4BvV5BOlZPhVwMMMjSE5B2tdVKfELEgQ+EIAABNZNoDvWsu7nUT4EIACB9RGQC4o7nF/vCWYem2Fdl+KmspvHo9ixBKPotYTiWT6er/J15Qa9Bd2aj9qGkV8iPY37/3t6XeqjNFWCkABWikW6KvAC7VKGv3sESQHYyH3PbIBK6ngBXV5OegSNeQFFhpg7yFMBWh4gVy49In96/IJ0i6mAzIffEIAABK5LAAFwXYLkhwAEtk5A50+dzDoOeFYFZe8m4z5S+ZJfBWsBMGH9m328jU881w35HFTdQgOoPrUMsEhPUw36+2h/Rwb47dzAUYaQARr1j12AlLNXBmj4XwnMHUifScefqEHPDdMNcYRzLBE+yGLAykkfZEAmwW8IQAACqyaAAFg1UcqDAAS2QUAbU55emAiw1ajnbo/OX40wpqv0xfrPlnF1Lxm1dcyGw9n212OTxT7SAB5nsVHzJAPch8dulay1DNAN/+TGpkIVp+y+F1BMBSiiXwaExrhSBpTFwTq0oRwaIL8g6TfJALlyxVRA5+ywqFvnm9mADhAuIQABCCxEAAGwEC4SQwACDREwgzgs5tTosYttgyi2vMkAVdXH7EeVSrMBbptXesYSdGWAbisqrPisHFKiyF52Aco569mAdHiwTaRYJi0MGHkB1WHbKtTmCE7T0rP4NTFrMDEVMHmEsPYI0oahaIBRZxOCAAQgsCABBMCCwEgOAQgMlYAGlX2X+aXqd8WcwaBM/7qBWQYUz6Vko6c0SQaMHx4cpn425mXy2/+SfuiXAa4QbPjfME06BbkV77dcMHWmAmyTUC2ozoeImV6xz4Tp37c8wFPGFx5BFQyCEIAABK5HAAFwPX7khgAEhkQgjgKwEejwSl+kbjKIs/W7SLZBpJVJPeu4AJMBss+zWIgqd2RA0gAhCzKI4hSkQGX3d2WAy4xR6Uf+pDMvJHYK6lj70w4NkB9X7BSU5MHEbMDBATJgEC8clYAABHadAAJg13uQ+kMAAhAQgWx/++8w3DtOQWORZsPbp5YBowR9MiBy5DI7swGpHC2+UFbfPsgKl2ZQ+Yrp+AUlPZDq3J0KCBnAwgAjyAcCEIDAegggANbDlVIhAIEtEVjNTqBbqvy1Hyvz3w11/z0y6L1cjdPbYmA3+bPDT3pgkgF+ZQ5Btk5AyZOYiESxK+hY9uIU5CXHo+vdQnOMldPxC7Iyw/KfIgPGNg+dmAqYXBgQldQ3awMKCgIQgAAEphFAAEwjQzwEILDDBJbZC2iHm1tXvdIAinaTX7/D4ndfnYjLVr6nifyKMpvfFUSvDJAGUDmWpFYRRQa4YKjXBycL30sMv6DVyoDaI+ix2zeefXDG+uDoSr4hAAEIzCaAAJjNh7sQgMDuEbiW9e/m7+61eazGNuKeDPkcrE32GTIgPHZK7kkZYOW4od8rA3ydgN2RDDg6PIq0fphAOlYsYjoeQaNdgy60i+vB6flF2TBURwjXHkFWsYnZgFoGWIL8YSogk+A3BCAAgS4BBECXCNcQgMAeEJBNuXQrbIx7f2VATAUITi0DLHIkFdzCNzM+iYiODAgt0SsD6m2C1jEVMG1hgPc164OXfuXJCAEINEcAAdBcl9NgCDRCQBogNqJZtL0ycLM5vGjWAabPdr2q5sF6KsDjLHYUmdJYQ5KG6pUByqDB/FEiK8KvLP+6ZcDkHkF3bh7fO72IhQFWq4kPswETSIiAAASaJoAAaLr7aTwE9piAHIF0RtUeN3CRpskuzyjcxO/kTbMBxYj35GMWvnJ7AWk2IOcvykE3LVM6j8yCsWg4olfiEeTP7G4ZNOkRVK8PztVMv5EBHSBcQgACzRJAADTb9TQcAvtPwMaws927/629ooVioU/CYXa8OfNHZMo5JgOSS1CM7E/MBiip8oZEcLvfiojSiopY9VTA5MIAr7dLgikLA+4+cuO5B2exPjg1km2CCggCEIBAwwQQAA13Pk2HAASaI1DJADPgTQ/0y4ArDw/WYP+Rl7ZZGVBvD1qvD37k+Oj+yflEf44WBtTbBCkZswETrIiAAAQaIoAAaKizaSoEGiSgfWnCJX2JtssyDo+XJfIOO0uWAfqtFk6TAeHWo5bkWZQw9dO0gWc08VAN/Fta9wKKrCvxCDKSc58YEDLgzq3j+6e1GBjJACvt4CB2C1UAGeA8+IIABJojgABorstpMATaIbD0OuA2ELkMkMbRZ4oMGNMGfTIgEqiANI3gEiFFVsIg7i63ONg2db28nNwq1PvoyL/7FwaEDIj1wZ6sXwagARwOXxCAQFsEEABt9TethUCDBOSocp6N14WbH0PZC2fboQw+C5CnBPKYfaq/hvddGhi+bOKnW6PZAGerZFUaC69WBhzUpr6vT5g8McBrVqWrFgbMkAHRHmRAcOAbAhBohAACoJGOppkQaJqADUa7ndo0hSsb7zIgDPdk7svud2s7ZIBFZqkQhUkGJLbC64sKPM3Y+mDF+M3kHWTp5t4jSE+Z//Dgm0eH5eAwr153ffC03ULlEXQlGxJAAAIQ2CcC/Ku3T71JWyAAgWsTaFEqjBv1ftUvA3zYvyMDkgYQeJdYK54KkHhwjTHmBeTVmL0woF4fbO9ENRsQr0jvoQHMAwQcviEAgb0ngADY+y6mgRDYKwIy0Z590HXmntHCMvZ/dHi09Gpgt23DSp7xqF2/tbwMCIPcUOsz31SAEpqQWHar0MmFAfbopAkqLyD3HIrzg+1+nwyw+IOD+qVCBgQTviEAgT0mgADY486laRCAQIeAj1F34rgcI1CseI/1q6tnA2LsP9yBlGWOqQBLNd+pYV4PK/HI3Y+meQSZJLg4iIUBnqVfBnR2C63nATguwLnxBQEINEEAAdBEN9NICOwTgde94s5P/Mzz+9Si4bWlRwZ0KpnWBvjgv43lZw2gZKOpANMCdiMG+2XyKxxyIiUq2adPBag0HeisldxxtHDMNkyTAb7AIMmAODjMq93dJqjIgHs3jz3BaE4JGeBA+IIABPacAAJgzzuY5kFgLwnISnv+4chom7+NfizA/MkbTzkmA8yUn3J4sGHKA/8KykY3DRAxsvlnLg62vHPIgHQSgMsJdWI8oiwMsELqEX+fKwiPoBky4OV3bk47LgAZYEj5QAAC+0sAAbC/fUvLIAABCKyAQCUDiik/XuyYj9CCUwGaHHCNYDMDPlFguiEG+2M4/+LSjP8jN/DHZIBb+TEVMDolICYIUrqouV2EDIhtgrzuR1oYECcHzzguABkw3s9cQQAC+0MAAbA/fUlLINAOAe3b+NyDG/dOJxZ1zoXATdS5UpKoEMgywDWAYpNXj9/vugMpckEZMNMjKCTBhZZxj5n3MRtQyYBYA1yvD061s1+hCWyaIMsAhT2yeol6jwtABjhGviAAgb0igADYq+6kMRCAwCQBd/sZM/pt1DlsycnUxMwi4DLADw8eG/X3LJIBchJKA/lmtKeCwl3HDHXF6KdMI9jKgZQodUesHvDIEBg9hwe7DKgXBugx09YHx8xAqp39SjJAGkAXJ2fxdGSAE+ILAhBoiQACoKXepq0Q2CMCsQxg3Id7j5o36Ka4LW8mtNn7UdOw168zFRClmTZz158kJHyAv0cGVB5BV64PHjkIhf1vMiAN/884LoDZgOhZviEAgb0kgADYy26lURBohYCstPDkXrTBMR69aC7Sdwm4DFBkKIFaBmiwX/+LGBv4tzT2HaP8KcZ/5TR2e8pUgHXXXAsDqvXB9rA04m/BCMduoX5Rrxq2cO9xAb0ywIsbfXFuwIgFIQhAYEcIIAB2pKOoJgQgsGoCNticB7BXXfbelxeGv1v00VZXVHnYPjXfJgSKDMhphdw0gKc3+7+zqMB7ZIoMsJ1AVbR8uiL/7PXBSqVtgqwq4zJAGkBxpzo1wD7LyIC7j2gJymgTKgSAk+QLAhDYJQIIgF3qLeoKAQjUBGSHaR2wdnF5eD+MufrmysNuq6681N0u0Cxpjc2nRvhV2O5pUN9vFBmgq+wjZDfqqYCQAZZLP2G1T50NqGWAitHMwKz1wSEDRosBku+P1TVODevdJ3Se2YCQAXJFe+beqUpDBggCHwhAYFcIIAB2paeoJwQgMJWAznU6OTufevuaN0aWf1i6YfVes9B9yj4hA3wtcK0B1Npk+ofPj67MvjcItQyw2QKL8QIrGaCY6IRaXVSzAZIEpgBjmyDl1sFh/rFf9frgJAOSBtDNqLnlnV8GeMnxdSYNoNCzzAZUUAhCAAI7QQABsBPdRCUhAIG1EciGZu8DzPRUgjA/U4qwLsN27M3UZmQAcTjJgLfwpAwwdRBrAzytLszgr3JPyoDaI0gJdenFWrBHBrhXT8iAWB+sahQZIA2gy7ETxBaUAXFugAp5yc2jaafRMRsgPnwgAIEhE0AADLl3qBsEIHAFARlhsRGQfDZOps8ByBA8D7v9ivJ6bocJm23QkkDFhdFaYgiIQDBx1h4MbrUMyF5AliaHDV2SAYp2tMnKd3s9JgtyF6RyPUt63Oz1wbUMsIPDKuf/kWvQ4jLg3mkUZIsBOqsCrD3+QQlkEvyGAASGRQABMKz+oDYQgMDSBLSl4+nFdBEwvVyZp8m49DTlMszTyNcnA9zMRQb0gJVdHnBcEdiYf94OKCdezCNIMiBP1EyTAdVUgKmCyfXBIQM0FRCHBy8nA7z6ZvffOTiW8uzsEdSRATqujuUBucP5DQEIDIsAAmBY/UFtIACBLRNww7U295EBS/VIGpu3vB4Mwz3AlgLFNnkEZR0Vdn6M+4eImPQIUvZQFElkeJ4oeVwG2PpgJT5ypyCFpAE8r802TG4QNM9sQDk3YMrms6OtgexJ4x9mA8Z5cAUBCGyTAAJgm/R5NgQgcH0C9VEAOuH1dJk5gGSkjgaaF5YB12/HXpZwtQwoUwFmwedpg9HCAMV45KQMKIpC9/WYcimOlQzQ1UgGuMuOFRdLApaTAdIAKuFh7CJ6ouBBWRVgFxNrA7RNkFYJazYg7vINAQhAYAgE+CdpCL1AHSAAgS0TkPVpFmQsSDVr0uvj3zG0nOzLPFCt23W8DWTbJ+xdD/I1ImD2ebryoGAGvZLEZICSBD9PG10gG90+ivG7tZUfnRQxvoDAcueSLdukDDg+PJrcIGh+GeBViS2ETAN0tgqdIQNCA3h2dgsNDHxDAAJbJoAA2HIH8HgIQGC1BLSf4/mFD/XOX64POBcNIEPSBqPdDLUy3PSMu5IIMWJdyq5zpaTlHoERgWLIJyt/zJQvyRz1LBmglNY1rh+qTqplQPScC4yuDCiiYjkZ4EP/B6eWOV4wkwH+8UufDcgxo993HznQqWG1BtA93IFGgAhBAALbIIAA2AZ1ngkBCKyTgAy1dMzrVU9J5ruSuW14eJQ3/ZSd6SZrkgEuBtymNOtTyWsZMIq3LJ402bBXPb65+3PIAJuGCfs+s0ydk3okAFsq66O6k1LX1D3nCZTGdgvV+cH1kgBlXVQG6AhhnR/cOTEgVgV4T5oM0JEU9fKAT3nJzXqr0I4MUHqUgKPjCwIQ2DQBBMCmifM8CEBg5QSWOAzYTMMyIGwmphvuGlpWuDZTawvTk4zM/V4ZkAQAMmBGJxvjdDvhtctkzTvVpLKSfZ/SqosswrMsLgOiEMt8DRkQhZihP6cMuHfzOPIcHPSsD2aboAyH3xCAwKYJIAA2TZznQQACGyCgwdrzKTv/+0hwZXFOyIBk4mcbU7VNhmhYrf49VQZoNYAZqtHEyJAuNtDq3XlEZcUbX1ME4lZrAEVPyoBRX3mW3EUTvel5VVp0QCi95LWTNcSiMuD4+PA8TRlE5eeTAb4mffZuoWop8wC78+pSUwjsCQEEwJ50JM2AAAQ6BGxXx7AQ/YYMP20Hmcw+t+hjkWgyOkem5Zjd6Q4pPmA9ZWGAyk52arb6ze5MpUWNkAGdnimXlQzw4JjFH1MBRjd7BBlry1v1lcco0hcG6Fbdm6W03AH2jGplcFyaHR/7hOqlmOYUZO+SP7V3q1CVYGXYJ1SGXWqJsH7V7kAdGWDJ/fPpL7/NcQEZBr8hAIENEUAAbAg0j4EABLZOIDSAqjEhA2Q3mtUuk82MybQjkHmcWDiPMyujC4dkgCZxYcLA8ipZWRgQMV5WaXS2QksEgUQgqPuF2cxZUDnrQFpM+ZgriHxdGaDYen2wF1SXNipkcRmgktPwv9v5HRmgNSdaG+C1stvai1bfJ2fqcYvsrArwZPalQ6y1PEBnh2mT0BLJVEBBQQACEFgrAQTAWvFSOAQgsCECMrNOzrpHABRHILn9uG1vFpkMxyPbDtKCshmneQS5SW9Wu6x5fc+WASmN26Rhs9YxZramjz0xh/ldCAQTo20fXQl3wOyVAUqT007KgOgp4+95Q65Zad4lCvhve+L4bMDouACrQjUboDcknRpmefT/NNw/UwZU6cq0wMShAaEBvMQDrQ+OAN8QgAAENkCAf3E2AJlHQAACWyNgm7Ro8NaMfm0Co61giglng7UTUwHJ3JfVKDMxDMSwIN1qXIkMCNMVGTD5SlQyoAqWdN3ZAN2oZIBZ+1WuSRkQGsBKG0kLy1DJALuXXgl36cky4HLGwWFWYFj7Wdpp3a+2CtU8gF48u+tFdQ4N8Hj7KvMAJYYABCAAgQ0QQABsADKPgAAEtkMgXLft203FMOPCbMym2SwZoHuyMGMourIa55UBYbCq5Uk8pMHqQIEMmPZKVFa8XHoqx6rIIKo+PWAAA6z3bfSPjdz3ywDPnLrSElm/5hImZUBWhiYbLW0SCV60YtKEgL9DNssUPeuXMvQ77kC1DLCyXC5owkqh+75EWBrA4/mCAAQgsDkCCIDNseZJEIDAxgi4fRW224H2bwkjbEEZIPPSFwbEkoCoukw9i/Zlvire9IFZnDIKwwi0VCkmFhV4HTyvctnNSJeizQbNFqsH+UoEAq5dBLGgFzfTVIDdMYDplrNMdJU7CojIOFgg91DuAu+DUQl2Wc0GxOWFLRz3p9rckSfunQ0IGeBOQVFHKyzy5Wu7LIcGPHJs64O1fW2+y28IQAACGyWAANgobh4GAQisj4AGX0/OYwlmDKmGBWaW3HHs7e8RHRmgjV/CfO9dGKARYLMXa9t9ZDLK1E8Gph7hSbIM8OjQCWUeIBoekZEvjVWPX6yPz66V7Aa64Oi3j/k75Ii0ptQywDRATq5b3kWpR4yu9VPeYzTuZV1Rd5sLCSulkgEKmwawSP0/fax382zSQdppKm4roQdMD6QM9mvy0ICH5xcxCZDL5DcEIACBjRJAAGwUNw+DAATWSkAjrF5+Mcd0ZeFbB0e2i0u+KZ+NbPS7dZnNu2Tq2frg5PwhW9DswsqiTOPH88kAmaUhErJ9arVzQ9OGr802HRm0Lhqqa0vKJ4DEhv4ClpbwjrgkGVC6I/WnJag6LS6NcMBP966SAe4A1LsqwIrX/10fWuGSARr+t0A81V/AjgywdAdHsUeQh/mCAAQgsDUCCICtoefBEIDAagn4kGrX9LexWvso3tb/yj6TWRbDtJ2pgEik7x4ZEGZoZVHOLwNG5r7VYGTv1/FV9JgmsIrzMQJu1zu8IJ/s+AynKwMUH3qqyIBI6fuEWnFurF8lA2wqIC0C6F8cnB4Tacz0L3Z/JQP8yVb12C305hFuP46ELwhAYKsEEABbxc/DIQCBVRDQEUupGN9psQzoy/VfA662JYvNDCQNYCmLKPCxW48I09zMxqwhLFHZJihNBSgqy4CkASJGFqXblDHeH9ZnbWSmu573KhkQpmvUR6XzGSewlAxIEiujHVMR0aHWsX47d5t3mYb/LfJKGSCPIOWrh/+t0v6a+cKA9ODbrPcd70yuIACBbRFAAGyLPM+FAARWQEDnKB0cjM5RSiWeHMjH2o9irSx9eV8cHzw4dfM+2/iW3sOd2YC+hQFKKjNOdl6s7rWgRYXVmG3HuBsD1p7cUtlNy2qZlX6WU5BKTJZ/MhkVwccJBJfAkigFfFGtEfXOBgi6parL8NkAyxvZowdLhyqycjcalwFZFiYdacXaXEHuuXiXRnZ/lgHJPa2uK2EIQAACWyKAANgSeB4LAQhcg0DfgalJBmhrRdtcZXwqwB/llv7NI9+l0S3BLAO0PMDMtZkLA2ICIQzBZHGGyejmYy0D4m5nKsDSuu2a7roMqKcCVMNyy2qbbFpkgHfd6Ks24Z2SLwwwYGHH55Ri63cMYJYEds9SVWUkMabYyJ5lgFJaTr/0ki1PJQPi0l4gXzuu3/pYjnpVgEfaiyOvM3M8u+rT91ZflYf7EIAABJYigABYChuZIACBbROoraXnHpxpKuD5h2fdLdX7ZID2XtdYrDZp8TWavnazmifoTAWolVkmRCJr9hIyQNZf2PIdGaDSJmVAmiQYWYyRdXRtlWj6EygcSw4K2qQGECQz8XMau4xMiqkjc+ekElSWl5a7zH5PkwFRpuSDZo38k36V3UIj9srvl3ES8JWMSAABCKyOAAJgdSwpCQIQ2CwBaYBn7p1OWE49HkFer4uTs8vYJkirArJh72ZgtvEtmYenyYCwH8MjfFEZYDvZhDuQnuJWYpibsjUVUcuAOj7ZqVYzz28BPkGgMuE9mEjGWH6GJLBhzY9Z/In/mAzw3om+sMylNE+bpMOkDKhPDlau9CqFU1CuSWwQlGvU8/sxrP8eKkRBAAJrJIAAWCNcioYABNZNoJ4HGH/WmEeQDl2q9wiSi9CLKXUYbFNlgIxzmfuy9f0cKE0aaDtRZTFbPOIjLLvQrMx8EbajPUH5dS8dJmARsgljENrvRow9PZmblb2vXCU+R9tzLQ+fEYGg7tfOphjuJUloAF0a0uDnRn10hGGuIi3s5KOfRl1ZRaai0gMsc14sfhRl6hUpLj/zOP+kkvgFAQhAYFMEEACbIs1zIACBtRHolQGzPYJOzsPoq7x/DnR4U1oMULyDJqcCDo7MyMsGXxh/Zk6GvZ6sezcWk+3oJuHImo/VqC4NEg+36pVA6ZNLemXljzLaM/R/NEDCVv2KrnSjPlHKgiqsdiPn7EpfVDk8zm3+HKleMOzjFn/qTY9UQl0qzbRVAVXdrg76Qvark5ECAhCAwAoJIABWCJOiIACBbRIoHkHPPjirfCqmeAQ9ciCPIA3dxiahWhnsm7S4DZjcOLwtHu7IABvf9R1glpEBmgFwb/Ex89Jt12LrmwFaaQDVo9yyOsWpWOMJvK6Nf2X7PTD4VVjtQc/IzSMDlM50mHWJZRzrp6QrItKfYF/jMiDrEN3Q3v+R3cO9X91VK72JiIQABCCwagIIgFUTpTwIQGB7BHqnArw6YzKg8gjSDMCEvR+29UR0kQHy7jhzI345GZBM92T0W+1iENptzjFbf1IGpEkCMzvD0HQr1FvIlxMIINkK78MzWwaYxa7cXsAMGSBtkOYEsjxzP7Gx511l/B+Mzq+g8yAAAQhslgACYLO8eRoEILB+Ar0yIDyC7p1ejKwu2yPIR/OtShP2fp8MKFuF3jg6lAaQhSfb3TeCVHbZjHMtDAgLczkZkKYCkvWvattDrfp8xggEE7fixah4/lRppskApU2Gu3J7Ab0ywMr0dNabExsQVc8hCAEIQGCIBBAAQ+wV6gQBCFyfQJEBMzyC7hwcf/L+qT+rXgxgZwV0tgqV6W+rOV0mpKkANzKzbrDs83sEWdayMjgMTXc2cUvVq+OmZzL3w36tDH2ldQPUUyYxECZvxPAdBIKJLHUz5eeSAZ4vemE0fl/JAN23TvEUUaBf9wCPraJ6buQoO62CDwQgAIEtEUAAbAk8j4UABDZCoMiA8aeNPILkDuS30iahJ+cXN20Dl1oPuB2ZLX1LnMNhB1YRi8iAPGwcA8xhxofRGQaoPUimpwmDnvXBEWlpwspFBhiL6Z+gdJUMcOM+FTKSATmv3TDj35cIjzpp+kOn3/E9qabf5g4EIACBNRNAAKwZMMVDAALbJjBFA6haZ/IIesVLbz3z4km9SajXN9v4dhHhPhlgiwE8udvfOc8iMiBGlH2E2gpKA/8e9HCOsafL9JQFG74rujRr1SMtdRipyABj0fkITaDMlKbLgGTcq4Cco0cGBOo8D9B5WFyWPUB77xIJAQhAYOsEEABb7wIqAAEIbIJAkQHhERSHB0sD2LNfeuu+zgfuOzbYazY2G9DZKjTswPqsgBxz5B5BMiSvWhjgNmay5sPwdOvTzftwNkn2aG3x1zLAdUG2bq3GYb0mTeBNaPwrUGSjPl8ZN2EL0JnQWGTOMSYDbMrGJwFyls7v8fI6N+3y1g26pgcLURCAwCYJIAA2SZtnQQACWyZQZMB4PUYeQR0ZEB5BM7YKPT44VBqVdpQG4c1mnH8qIFuYMtptUak+ZoDKPtQN/Zj/j9U0DNAw7MNgTXaqP7SOSbXwTPZVXftly1/Z8A8G+aq2+ENW+QyB9UyAteTeT0kGRPZlv+Ms6mVzkw8CEIDAagggAFbDkVIgAIFdIdCrAe4+cvDxF040D6ClmbFJ6MPzCx+prYf/67Dbj27py6TTtEDZJNQ5mME4jwxQiUoaNmiY+cmaTyanF+YyIGkARbgxWhv9YbbWMZXZr9Rh6npRfCUaDlE0KhlQzP3gaaQdusXnZKbHctZeltoSqjeeSAhAAAKDIoAAGFR3UBkIQGBDBIoMKB5Br3r0ljTA6PHzeQRZeln6svrc3l9CBsikDKkwWwaMTQXooW7YyzZNuXK9+2RAWKxhw+Z0rf/OFn1wmGLWh+E/kgHXhubry69dCgVAAAIQuDYBBMC1EVIABCCwswSKDIgW6KyAblP6ZEDtEST3n7Q96NFBWR4gY11jxwssDAh7vrbmy9iz3XIL3r/GZECKcVs2jPxce2RAJjH7dyUDfHsfpQ50dTbJgNQFdWx/WN0QZfbcvulnTffc8KjOqzgtGfEQgAAEVkIAAbASjBQCAQjsKoFxw+u2FgenlcG5QbVH0MnZpftwZ+8eSxPhQ1sMEOHFpwJGjiVu4I8G9SUDZJCWhQF62hQZILNTubKrSqp6yhjaINmlYxcpXeu/sgzw3ysc75+f68tu89/i+WmREgIQWAEB/tFZAUSKgAAEdp3AuAw4mHJssFo5afqPFgYcX7gJOYo4WMAjKHx6fOA/Vv4mGVBPBZgecA3gA80xz5DIu1JIxms1CC0NoAQW71lyNyEDMonJ39NkQDCbTJ9j/OSvqYlmjv7nIvgNAQhAYFMEEACbIs1zIACBwRPoyIDOVIBVv88jyJuVrH7bEGhcI+gI4bDUOx5BynXkx42V84Mv8tFg5j+kT7HdFa5lwHSPoBjyD3+VejZgJAOsWCvbP3rK6CJHNvs7UGQLXlc5uG4ijzH8v27ElA8BCEwQQABMICECAhBomIA0gH4+9Mz9ikHPwoDYIyg8guqtQt38PyyLAdLygIO+qQAbszfDXvvGxIkBoRDM8HefnzBBx2z3K2WAzwOo5hrylwyoNYAix4pKln8YuemianKzwUCxhO2vLFMx2msw5XP3Ef4rPAUN0RCAwDoJ8E/POulSNgQgsJsEXveKO8/cOy11rz2CYqvQmVMBmgJwg298KkClXekRJENR8wBKGcZ6DPybadlZH6zrmB+YMhuQ7kZR44ZpfSvfCXt3qpFaODQbMGgBqVkENBwCENgvAgiA/epPWgMBCKyOgJZmxiahucieqQC/NWbp3zw6vqdzhe2zjAwI15NJGSARoBLDyz+EgcmCsj5Y5qkJBUtlZr9bq2a25iyTswFpYUCuZsqTNYGi+cxJwDk78b4Mx94LfXcOXnIzPMd6bxIJAQhAYI0EEABrhEvREIDA7hKYWA9QmnKFDJBH0EtumgbQus/YJLT2CCrhsNQ7CwNku3vMhb71vHlkQLLyx6cCfOj/ChkwkgeuHHLzwpB16ZKj+L00gRnOP3duHi9dLBkhAAEIXJMAAuCaAMkOAQjsM4FeGTDpEVRvFeqngh3orADnEpMDbk+PzRPYzRkeQb4q4DCvCjALXR+N2auguFD2ejagIwNCXXgFIoPlV/pF1gcrNzLAEE6upkhg/ReMahqEIQCBXSGAANiVnqKeEIDA1ghIBmhJwIIeQceaCggxkDcGWkAGaIOgsjuQmj05FRAyIGkApfAx/1oGhONJ71TApEWbMkbqkUlrD9ka9N1/8Aznnzu3GP7f/Q6mBRDYZQIIgF3uPeoOAQhsikDvVIA/fKpH0K0bxy88jMUA1dEAYVJfORsgw/vCcs2WAebyX6YCPORTBTbY73WL+2nJwDwLA0alYfkHQb4hAAEI7CMBBMA+9iptggAE1kNghgy4d3ohr+7YI2jkEXR8VG8Senp+Mf/CgEhZNgnVYPzCCwPCDamsDA4mLg3qIf+Z64NDSKAG+t+nwNh7L2Zgem89wqlgvVyIhAAENkgAAbBB2DwKAhDYCwIdj6DnHpz5bu49UwGPHOtQ4WjzxJj/PFMBR5ey4evzwkIGuEeQ+efoo8H+ZJ7XswHhEXTkUwHJ4rdq5IkBc2zX86fJgFG8J/PUyo0MiK7kGwIQgMDOE0AA7HwX0gAIQGDzBGZMBUxWRqeGjS8GWMgj6DJLh1keQSEDQhMU/x/Z+7LZkz6YlAEeEzJAWWatD06Wf1IDkw0kpkMg5mo6kXF56wY6qhcMkRCAwEYJIAA2ipuHQQAC+0TgShkQHkEP71/I7Js8Nngej6AjG3c3U30eGZBG+OupAJ8mMPM+ipkiA8qQ/9T1wbGAIH1jwi75Ft+a4vwz/UVa8kFkgwAEIDCbAAJgNh/uQgACELiCQK9HUGwVWnJqVcDIhrfYbM+Pwm5VT0Rrq1BtJqPTA/yQYFvUK2N+sYUBmgcISRDmuzSAD+V7XHYKSsLA6hATCN2FAQfuTZQsf0+NR5D1Xc9HPcUHAhCAwMAJIAAG3kFUDwIQ2AEC00dw08IArQ9+5sUTb8mEjS8nf/tEfL8MyG7+Znnn/COPII3y954YYKVWswFdGWB3k6KwlPrMlAHKHtogW/5ty4DRcopgd/X3zSnKQNvLXp2ZFBCAAARWSoB/d1aKk8IgAIGGCcyWAfdj6/dQAcWMN1zZpB+FJ2SATg27vHR3ICXqlwGTewTJXldBSp1sd7dZJ2XA2FRAFD9lfXAux5RD/uytDAhQuZn8hgAEILBXBGLkaa+aRGMgAAEIbJFAyIAY1n3MB3d9j6CDT3nJTdUqToCKjSBjPWj4hcfw8E33EQ9H8WMfMI7DpBRWICz1MPRjNFkx+pFHkH7c1JenUOwWKrvcPH/s4+a6/3YqlQwwOz4kgtYIeFGJm+W2YOTSwoBYIhwxFpkTpPQT1zl+P3+PYE60z3D3faJnJ+/EGzIZTwwEIACBtRJgBmCteCkcAhBokcD0qYADHReQiCwxFXBxoCUByj42FeC2uyz0KxcGyGyNE4XD8T8Z98qZNYACYb+6RhjXAOb9o/mEZN6O8qo2I5PXRUN13WLf02YIQAACu0AAAbALvUQdIQCBHSQwRQaMHxewiAw4Pj7UsWIi0SMDnM+VJwZofsDG7sPA9+9kyseAfzbgbYg/wirWA7XFP4cMGGmCHey35avs8zA92afs/XMQU0M9GYiCAAQgsGYCuACtGTDFQwACbRPoeATJ5nvJTfuHV8uC7dsXBszvERT+QuEXJDNdP+HzI48g/eSYWR5BemhY86lbbGQ/OQvZ2L1+TCKkolIa/UqRyioJUcSB3bcoUwxJKniWsQuP2bWvsSaOV75RdTMOgSsIQGDHCTADsOMdSPUhAIHBE+hMBcjt+6PPPujWeu6pgOPYEsg9ibQy2Gxv8/8x9x5pAJ0cnGNMZlz4MWK662Gzam0SQBk8Jk0FKNZjZMf7LV0na95Tjc8GmMxwE3jcRE55IzKZyGMXXuh+f6m9PeIg1nJMtjx04GQ8MRCAAAQ2QAABsAHIPAICEIDAQS0DnnsQ//aOuwMJ0hwy4NbBkY4FqPcOneYR5MLgyDWA2aYhEmTamwGfjHMzWHs8gkwPeBpPNiYDUsY8V1B1bAgDK82eVm6UDCWGQJr/AQQEIACBbRHABWhb5HkuBCDQIoGQAZ/+8ttqfLiAL+ERFJsCyRHIAr5BUOwRJEtdVr7/zPYISqP4YaXLcA/b3frDzPdxjyCLtDsqPJSAXSjG7HxPHbct1j6pNE8QMf7dva5u7VTQUcxf43DWmj89KSEAAQhshgAzAJvhzFMgAAEIJAJlKuDZB2UGoAQypaunAux4YNmX8gKSBihh2eiyyqUBvCAzV/MpAxMeQTFKr9Ruz8twH/MIclPeb7nNG4avawDPYcXrSv9TLikBC1WfUBSpwNEdlTK6qJLvfNCBB6Or2xILP65ORwoIQAACayOAAFgbWgqGAAQgMJ1AkQFVkgVkgJYQP4gdRbOBb+XEwgAfkg8ZMHthgO6msf8w6l02jMkAH89XwTbc77/0FeIiyQBbTWA2feSaQwZkJWHF8YEABCAAge0QwAVoO9x5KgQgAAFpgMnzwub0CNLBYbdvHml/ydoLqA7LLNfPpEeQsOfdKu3UMB/9T347urCfbPRbB9ngvpnsYeX7bc/hq4jd8i+Xli2cgixj9Ul5VUwY/3Zr7KJKO+hgam9PHUcNq2+qO+rLCMeOT5PxxEAAAhDYJAFmADZJm2dBAAIQGCPQNw+gBFdPBehAAD88WIM4FzoboPYCKmEVNG19cDkxQBognQ7mlr8G8kMThNWeZgMqDWAxkUJGr2sMv+kmvV2ayTs5GzCKD1M5GcZjF2NctnbRb8pvrTo8GAIQgMB6CCAA1sOVUiEAAQjMR2CKBlDmq2WAO/2YBvBHuVldeQRNLgwIjyAlzqlGk8AhA/JovdnB+r8ukwawa4tMpvy4R9BIA1iKlCu8hnSluPiMyYBRdL69/d/Z+s+/r1Oj3uW/t270NHv6C3Cd55MXAhCAwCwCCIBZdLgHAQhAYDMEihWolcE6KOC5B2faI+j5h2fyCLp3eqFTw+6fnqfFo+Prg3WS2Iupiv0yoF4YcOTmeMiA6sSAOEPAbNNJGSBzXvFjMkCGfERmGRC+MbUMKLa+ZECtAVRUuWW19rItUOkEv9zwVzb5/XfUcM4aeOKcfc48JIMABCCwbQIIgG33AM+HAAQgkAkUGZAj4vdoKiBkwP2Tc7mSPzy/0IjyydnlS28ev3h6fvP46PT8QqsCao8gyx+j/K4OpnkExei+rPDsESSLVpatD1eHXV/LgByjBEkYWHJTCkkD6KGVJT3pEaT7Ubjd8ofEfIPVdgufbL5XdS61MAETHErUHIH5c8QikDmKJAkEIACBVRJAAKySJmVBAAIQuCaBKRpApY5kQHpENRVwch52dGXsu2VdvIDKwoD68GAvx83eoyOZ4pPHBocMkJmu0pVuZLUrpxv7pgHyPIDiwvBdSAaMawArw2u1ma9s+utpeTuj8uDkwmSypsRdK3BL4owPBCAAgWEQQAAMox+oBQQgAIGKwMIy4JEDTQWMfPutqKs9gmSpx5C/tqtR6rIyWJl9g6Aej6CQATGobw/JG4leIQN8YYAnN2u64xSULOzRVIAn0dd6P9mu99+dYf7RwH9O1Tuof02xIl+v9TaR0iEAAQhMIcCAxBQwREMAAhDYNoGQAXNuFSp3oBhj9t2BDuQRpOr7PqHzbhUaI9Rlk1BllwxwJSArOB0PLJPXfvyT8OSpALsMi9iS22zAyGj2GLvvH5nXSTDkGMub01h4/MJjVvulh/nHB/5VqVJ61C3F5FR2P6qXlUxJPxkI7dSJj07pRHIJAQhAYFsEGH7YFnmeCwEIQOBqAgtOBfg4vpUaw/+mASYXBtSHBytBvTDgQh4941MBMtFl0friYN0y+10JkrO/h202oNIAybIfmcuj5GZD6+M2tHJFypgNiGJznKXxT84QV6v5jjLdoPf21KWmKqldOVU01y69SmPNr3MuHtYi78UzkQMCEIDAagjwD9BqOFIKBCAAgfURmFMG3Dk4/uT9U69GzO6OZECWBG7GVtFlkYAZvZcHN44Ozy402G9lTPMIcrPZlv+GlZ5N5aQKkikfFnTcy1MBLhPGLe9RZnvi+mVAfp7/Tta8Pdk+sv6zfR8ReQZDiYv1n9qQqprSVb/6zv5KszFVKoIQgAAEtkwAF6AtdwCPhwAEIDAngXk8gl5+56ZKi/3mOx5BcgqaxyNIGiCs2CQDDuM/E7KC7eTgjkeQniWjOdnN0Qwb2U/+QmY368ey2r00mp6SucVtosPvRaR/jwocu5NLqVIuEqyyz3D7qVJZbePSpyysjePWvzVurEkLVCfOe14gA0khAAEIrJQAMwArxUlhEIAABNZJYM6pAO0Tmof8R1MBpxeXc24V6scFyPgtjkRWiO8RpMjQANX64DCL3RQ2H574KOCGvK6Sie93wmAuqcKAjlzhC5SyZ9s6FShbO32i/NF1jp/9u9TKknWs9rkG/pUtV9qa5U/z31ZyFkUeO/EVKysmoomAAAQgsE0CCIBt0ufZEIAABJYgMJcMqDYJNXce+1SuPylspmzxAhptFarB/vB68eH5nK3IAGUaLQyQHVzcgWKQP1ntYTGbvezHBYTV3JEBuvTxdZW4iAxQ8jk/2fRXcpckdbZQJqqeReaEdhVhj7a7lemvhIpOWXxKxAu0DDZx4lk8ZtaXjnWbdZt7EIAABNZPIP6rsP7n8AQIQAACEFgpgRkeQTIx49hgnRemZxaPIDkFaTsa+1FgpkeQHIGUMUza4hEkA1dmrm8TJJN35BEkgzhs4jCAy6U1V9Zz8QjSZaSw3CEW3Np2gztyWepijFt++6QCPZdHjEJ+Oe3Ly9VNTx41LElH1n8uTK0zCz4y9bn96Kb9JDPfmu+lKWBMdNW7AKA8kQAEIACB4RBgBmA4fUFNIAABCCxGYMZUgLzM/28UVk0F6KwAaYCT8wtpgEmPIEueR/sjq/YLGpsKcKtdFrrs3ewRZCLB9wjKlrGPl8uKlqGcpgJUlkeG6Zzs+2SUx50xs9uTmxne7xQ0kgfZVI+6dr/jbio5W+0pkeqQYnKqbMy7jR9Wvtc5MihxGPv+2/K49R+BJARk/UdISY9TctuAtVsvriEAAQgMgAACYACdQBUgAAEIXIPANBlw7zTMeS+6kgHTPILOL8xgHfMIOi87AqXRbpWVNcLIIyhrADOIs2HtlrXbwbNkgKW36iVj2zOZ4V9l7MiAMkJv2eyT88TVKMavZ7j9RD5PZU/LxYzVPzdH91P8FLefSetfJIsMGFXt4CBmZuoYwhCAAAQ2TwAXoM0z54kQgAAEVk9g0iPoVY/e0mPC47zjERSnhl3pEaQEYcWGmR4j3G7smuGuH/d+MfNZt+JumNIyl+0ju9lNZw/mJsvYL05BMrvd8o7SUopRpJVhqZN5bvctSqlzmlJoNuG9OMV6AktZfWLgP2X3+PRcJfa6pvR57F+XpQlRYmlj7fYT1n8UJVxm+rv1r+/q4QQhAAEIDIgAMwAD6gyqAgEIQOA6BHqnAp5/eDZWpk8FPDy/kAaY5hHk6d141ZzA8aFchhQzdl6YXIMOtRGQaQB9dGKAewQlH5jwCApbXcP/yQr2pGOzAWYy+6PCaHdFkW3vbM9bpCWKjDnDWGQqxEoaWf/JlPfi/YbdSpE5lRWcH53u5sdHyqidhy2dW/8RSEIgTH/Pm9x+ysC/ywDdsUMAyjHAsSTDYvOnt8vyTX5DAAIQWBcBBMC6yFIuBCAAga0Q6LMpxzWAqjXTI6h7eHD2C1K+WgZk8/ngfGJVgFLWCwP6ZYDPA5hlX8kAt/azR5BKyQZ6x3bXHX0iMomKsULiIlKpDCvFEkdpFvZb3cLT7ShWSdJDK7cfDfx7UZZ9IetfcymxFNsfzBcEIACBLRNAAGy5A3g8BCAAgXUQkAx45t7py26nf+Q1D6BlwVoVII+g+6fn8gjSWQF5QDp79Vs9JsOHxweHJx5flgeYLW1Gf7azjy41G1CdHCxLOnkETcoAu+cZzXB3DaCnziMDiiNQmQcIbqPS/Dpb7XYxMv39wu9X1r9X39LngX8l0GW0yn+bJMjNtN1+PIGZ/hEfScPtRzGjwFE6/Vdj/zL9dUvWf6ZteeNTeidH8BsCEIDAhgggADYEmsdAAAIQ2DCBMhUgQ/OnP/nAn96dCggZMM0jyLOYJLh1cCTrvz5OIKYCwnIO35gsHczeDY+gkAGuAcySTqa157Hr+Phl3JotA0qaZNZXrj8qKRWeS9XvkfU/ephb/3GZnYuK9R8lyLbPRVm6aJoHkhCYc+BfWcL6j4F/Wf+xDEMCjGOABYcPBCCwXQIIgO3y5+kQgAAE1kugyIBnHxTrvwTyo6d4BNVbhcow1jSANgZNa1vd3g8ZYKXYhMDYqgDFTSwMMJM6mdey+6ftE2q3rMjw2IlRdpMJbrhHdkmFXhng2SLrHBt92iO8UK9VNfBvN2YM/Ou2ahXLo2c4/Re3n0nr/+4jNx7LkzNWXT4QgAAENkug2qd5sw/maRCAAAQgsEkCH3rmvh73nMuAWBkc+4TKI0jxmgqIymg2QAGtD7ZvD0sGKKyFAbqyeQCtBHC7OcK6jBjFhcOPJymm9Wg2QMkigeew//qE9Z1/e7S+3OQfRXqiSJlTKI0FS5raKWg08G8pUg4rMsKe0VRENv2VQpeV9W/p6oF/T3Attx+N/cdeTBr7l+mvAmX9h/9PkWeK5AMBCEBgYwQQABtDzYMgAAEIbJmAVgXEPMBsGTCpAVTvkAEP/GyBWgboVrkMo3pOGVAs8LDMizWfGHVkgMeWLDmN/S4ZJQNG1n9t+lsiz7Eptx89LJz+O24/ZeBf1j+mv3cJXxCAwHYI4AK0He48FQIQgMDmCUwxOq/2CCqHB9++eSQNIL8XGf3hA2OtMLf/g3M/NUw2enGeUWQsDPDIscODq1vT9wn1sXmlNBPfLfgYqB/JgBQZw/eWLA3lT1r/ZeDfi9OXPuMD/4rYkNsP1r/j5wsCENgmAWYAtkmfZ0MAAhDYPAHNA+ihs6cClCCcgiZnA+65y5A7B6Wx/2hCOi7AzfOw0YvDT+0UlNcHyx0o8pltXkbxI65cRoqUMJv12f8nbubvUAEljdn3o4F/JTJtkKVD6ITI4WHLVrv9hNK4zm4/uP3kjuE3BCAwRALMAAyxV6gTBCAAgfURmDIPoAeOpgLqrULrPYKiVu4OFIP7YUWbEtCaV1sbUC0OPnJTXTIgLOnIUHYLjYmCEAlhkdsQfjzADfAiA9LdmAWQre5Wftjo2aTPtr5nj1vzu/3UUxba67NY/xHS5Yz1vnrg5F6fHes/1vsy8B99yzcEIDAEAgiAIfQCdYAABCCwaQKSAfVBAdXjRzIgRVZ7BMXhwe7ac6RlwTeOkpmtEXYllhdQ7R1UnxoWMkCj/sm8TocHm7ntGsCM+qkyQGa+7nnO5Aw0TQbEwL/KUgIXE5ZrpBK8GG+Vl2YPLdb/jG3+leyau/1g/Tt1viAAgaEQwAVoKD1BPSAAAQhshcDSHkEvui+Q6iwlEDWPvYPqPYIirLthhMd4f/EIyu5AZqrHLS/HLsvwv5n6xYIP9VBizID3Tzby7X5EXmO9r0qUKohHjc72OjyUBtAtnet108/2unLgX4nZ7ce7hy8IQGBwBJgBGFyXUCEIQAACmySwtEeQLOBcT1sFLBlQD/+PnRpmy3MtbTgFhZF+bsuFR6eGxUj85GyAcskYTxogK4Ewz9NsgFLkiYWxgX+LTxIh0qsKya7vW+9r1TtMEwKq7TXdflRaWP/T8SoJHwhAAALbIYAA2A53ngoBCEBgUASW8Ai6deP4xYfnPhye3PtvHh+UfULTHkG+QVBaGDAuAy60aaeb6FfIALf9k8WfDfqw7Mci88C/yrT4ktIvQ6l4ekuH28+g3j0qAwEIbJ5AHlbZ/JN5IgQgAAEIDI/AbI8g1bc+OEzrg+sjw3R3co+g4gVUjgtQMtnnHXegINHnFJT+O5UG8y1vCXqmmB9QHG4/AZFvCEAAAlcRYAbgKkLchwAEINASgekuK7Y4WIcH61Dbeo+gvNe/DfXbcQHHtjjYneQV4SPvsS/Qpa0PNpBxKSecA1v+W8WZKujMBoRIiJH+GNQ3O9/diWoZoBi5A9XJ7NnpegtuP3r6dIzGgA8EIACB7RJAAGyXP0+HAAQgMEQCc3oEXeTN/CsZIAO/LAmIplV2fyUDtEdQ7z6htQyQr05ogJE978P/YzJAMWbsj9x+wvLvc/uxqQN2+xniC0edIACBzRLABWizvHkaBCAAgZ0iMNsjSNb5w7OLzpFhcSKYnxUw2iCoPjisbBMUATfpR7sAlT2CxMk9gsySzzJAQbssw/+y6EtY8foU6z8Cuq9Id/pP1r/PHygmIpXeci2624+yaCbkJTdN6tx95Aa7/RhEPhCAwO4QYAZgd/qKmkIAAhDYOIHpriwjj6BUKT8u4OTsXCeCmS9QOPdUswHSAB0voFgoPHlcgAqMZcVuvRcLPmSAXYZxH6a/wkUDKFwN/CuhXIwiQgEz1iet/1Xt9qPCp7PSTT4QgAAEBkQAATCgzqAqEIAABIZJYIZHUKwKqKutlcHhBdSRAWHVhwzQguAQAxY4PNRUQDLNfYBf4/0hHy5H+4ROkQFu+2ezP9YchDwo6SOQrP8oVqogHlcP/KsJqlKsXtBKhhAwEjO3bpiEeOT4SOf7KtAZ+FcMh3wJAh8IQGC3CIwGTnar3tQWAhCAAAQ2T2C2R1DZIMg1wEFng6DaKShuqf7FHaiEFQinoLO8wCD7CKVZgfACcqcgM81j+F9mvi6yEhgN/CuBxv4nB/4VX1v/oUZ6D/lSSqx/QeADAQjsEwFmAPapN2kLBCAAgfUS6Hi5FBv94MA8guKjJQGymD0cJruFYzZAGiCO0T2/sFsx/G8pq+Sj2QB33pEKyJMDlshXBaTR/dAAyei3OQRlKAP/Sjty+ykD/4pVKtx+xIEPBCDQMgFmAFrufdoOAQhAYEkC06YCVNz/vXeq73plsC7r2QDJAG0Vqkj/MhmgsF36UH9cKpwH/u1uTpImB8pxAeOLg4v1HwETDDL3i/UfQqIe+FcC3H4EgQ8EINAaAWYAWutx2gsBCEBgBQQ6UwGlxOcfnslLvlwe+MpgeQSFJ3011N89LmByNqBeHBxD+yo2zykcxVRAOPe4DMDtZ0SdEAQgAIHZBBAAs/lwFwIQgAAEphKYsjj4rLsyuEcGyJK3EfrOqWFFBsj611D9yB1ofHGwZ04aQIXkrX4UxO1namdxAwIQgEAhgAtQQUEAAhCAAASWJFB7BKmIjz77QN+SAfqOlcEWODnXd6wPfuGhhfWpVwbrsjgFddyBPG3x/0lOQdlHKGYFLEm93tcvr7Xbj0rQTv/a5l8BdvoXBD4QgMDeEGAGYG+6koZAAAIQ2BqB2iPo2QdnYTSPrQw+PY9tNMMp6OTYjPjOPqFjswEXtiQgNucJv596NiBc/8On/yitILa2p5hFDvlSLvb6NHZ8IACBlgggAFrqbdoKAQhAYJ0Eahnw3EwZEPMA4QU0RQYcFrt/UgYcmUdQmgcIo1+zAQqU9b5qpS7Z7WedvU3ZEIDADhNAAOxw51F1CEAAAgMkMCkDtDJYvjSlqnIKmrZPqKexlNontGP315dndlKY7xLqMkDpbVWARyg+7iy0249K0ARFLF/G7cd7gS8IQGCfCSAA9rl3aRsEIACBbRHQ+bidR3dlwPTjApTx1PVCHBts5biff3EKihUCivapAG0SKj2QlgLXA/9KMJIBRwdxBAFH/BpPPhCAQNsEuv9At02D1kMAAhCAwAoIxCSAVgYvJwNePD0PYz1v+6kq+fB+kQE+yF+vCohK19b/yP/HtUSx/uXxr8TaljRmIXoH/pVANa+nMqJ8viEAAQjsBwF2AdqPfqQVEIAABAZKoLNBkNYGqKIff8F3Bs17BMUGQYqfZ48grRmIppYjw0rLR+P9rhDkNRRHEsv6nxz4V65e6z9EC9Z/oUoAAhDYPwIIgP3rU1oEAQhAYHAEOjKg3idUdY2tQosMeN43CS2Gfmer0DhUuHgBhQyIBsc6gZEMwO1ncC8CFYIABAZBABegQXQDlYAABCCw3wTqAfXOPqGdU8MkA+pjgzt7BD04HVscbNDSagHbM3QJtx8VoE1Ltc2/Arj9GE8+EIBAAwQQAA10Mk2EAAQgMAwCtQzo7BM6JgNOzBeoVwZ0FgeXk4MlAyatf9x+htHt1AICEBgcAQTA4LqECkEAAhDYbwJzyQBfI9AjA8KpP3YFMky2ODhkQPL/WcrtR4XUtbKC+UAAAhDYXwIIgP3tW1oGAQhAYMAE6g2C6tkATQWo1vWxweMyIFYAm9/P2MnB3lKpgxm7/VixN4/jRALcfhwYXxCAQKMEWATcaMfTbAhAAAJbJxArg1UNrQrQd2wQpOMCQgPEymDFz7k4WCnr3X50OXuvT3b7ESI+EIBAmwSYAWiz32k1BCAAge0TCK+bznEBnfPCSi1nLw6OZJNO/zGTUA/8K6WW/GL9F7AEIACBBgkwA9Bgp9NkCEAAAoMjUGYDfvqTD6JyUgIKxGyAApoQkAaIgwJ0GZuBxlahsU+orP/JQ76Usrb+2e1HQPhAAAIQYAaAdwACEIAABLZPoKzBLe5ActP3aiUZIDveLvsWB8eBwZPWf2SR038UxcD/9ruZGkAAAsMggAAYRj9QCwhAAAIQcALzLw725LYm+OT8QNZ/bBv6yPFRcfvRLax/p8QXBCAAgTECuACN4eACAhCAAAS2TqC4A5XZAFVp2uJgOQXJHahe76vEuP1svROpAAQgMGQCzAAMuXeoGwQgAIEWCSy0OPjhfTsyTAP/IqWx/0m3H8VrVqG4GLUIlDZDAAIQGCfADMA4D64gAAEIQGBIBMpswLTFwc+8aMsCcPsZUqdRFwhAYOgEEABD7yHqBwEIQAACkgG1O5CAlD2CynEBvW4/SsnYP+8PBCAAgQ4BXIA6QLiEAAQgAIEhEuhdHHzv9CR8flRjjvgdYrdRJwhAYJAEmAEYZLdQKQhAAAIQmCBQ3IFiNkD3P/qsHRqgswLY7WeCFhEQgAAEphJAAExFww0IQAACEBgggVoGPPfATgmQO5B2+i+HfCkGt58BdhxVggAEhkMAATCcvqAmEIAABCCwAIEPPXNfqUMDFOsf038BgiSFAARaJcAagFZ7nnZDAAIQ2HEC9aqACGP973iXUn0IQGBDBJgB2BBoHgMBCEAAAisnUNyBVDLW/8rxUiAEILCvBBAA+9qztAsCEIAABCAAAQhAAAI9BOzoRD4QgAAEIAABCEAAAhCAQCMEEACNdDTNhAAEIAABCEAAAhCAgBFAAPAeQAACEIAABCAAAQhAoCECCICGOpumQgACEIAABCAAAQhAAAHAOwABCEAAAhCAAAQgAIGGCCAAGupsmgoBCEAAAhCAAAQgAAEEAO8ABCAAAQhAAAIQgAAEGiKAAGios2kqBCAAAQhAAAIQgAAEEAC8AxCAAAQgAAEIQAACEGiIAAKgoc6mqRCAAAQgAAEIQAACEEAA8A5AAAIQgAAEIAABCECgIQIIgIY6m6ZCAAIQgAAEIAABCEAAAcA7AAEIQAACEIAABCAAgYYIIAAa6myaCgEIQAACEIAABCAAAQQA7wAEIAABCEAAAhCAAAQaIoAAaKizaSoEIAABCEAAAhCAAAQQALwDEIAABCAAAQhAAAIQaIgAAqChzqapEIAABCAAAQhAAAIQQADwDkAAAhCAAAQgAAEIQKAhAgiAhjqbpkIAAhCAAAQgAAEIQAABwDsAAQhAAAIQgAAEIACBhgggABrqbJoKAQhAAAIQgAAEIAABBADvAAQgAAEIQAACEIAABBoigABoqLNpKgQgAAEIQAACEIAABBAAvAMQgAAEIAABCEAAAhBoiAACoKHOpqkQgAAEIAABCEAAAhBAAPAOQAACEIAABCAAAQhAoCECCICGOpumQgACEIAABCAAAQhAAAHAOwABCEAAAhCAAAQgAIGGCCAAGupsmgoBCEAAAhCAAAQgAAEEAO8ABCAAAQhAAAIQgAAEGiKAAGios2kqBCAAAQhAAAIQgAAEEAC8AxCAAAQgAAEIQAACEGiIAAKgoc6mqRCAAAQgAAEIQAACEEAA8A5AAAIQgAAEIAABCECgIQIIgIY6m6ZCAAIQgAAEIAABCEAAAcA7AAEIQAACEIAABCAAgYYIIAAa6myaCgEIQAACEIAABCAAAQQA7wAEIAABCEAAAhCAAAQaIoAAaKizaSoEIAABCEAAAhCAAAQQALwDEIAABCAAAQhAAAIQaIgAAqChzqapEIAABCAAAQhAAAIQQADwDkAAAhCAAAQgAAEIQKAhAgiAhjqbpkIAAhCAAAQgAAEIQAABwDsAAQhAAAIQgAAEIACBhgggABrqbJoKAQhAAAIQgAAEIAABBADvAAQgAAEIQAACEIAABBoigABoqLNpKgQgAAEIQAACEIAABBAAvAMQgAAEIAABCEAAAhBoiAACoKHOpqkQgAAEIAABCEAAAhBAAPAOQAACEIAABCAAAQhAoCECCICGOpumQgACEIAABCAAAQhAAAHAOwABCEAAAhCAAAQgAIGGCCAAGupsmgoBCEAAAhCAAAQgAAEEAO8ABCAAAQhAAAIQgAAEGiKAAGios2kqBCAAAQhAAAIQgAAEEAC8AxCAAAQgAAEIQAACEGiIAAKgoc6mqRCAAAQgAAEIQAACEEAA8A5AAAIQgAAEIAABCECgIQIIgIY6m6ZCAAIQgAAEIAABCEAAAcA7AAEIQAACEIAABCAAgYYIIAAa6myaCgEIQAACEIAABCAAAQQA7wAEIAABCEAAAhCAAAQaIoAAaKizaSoEIAABCEAAAhCAAAQQALwDEIAABCAAAQhAAAIQaIgAAqChzqapEIAABCAAAQhAAAIQQADwDkAAAhCAAAQgAAEIQKAhAgiAhjqbpkIAAhCAAAQgAAEIQAABwDsAAQhAAAIQgAAEIACBhgggABrqbJoKAQhAAAIQgAAEIAABBADvAAQgAAEIQAACEIAABBoigABoqLNpKgQgAAEIQAACEIAABBAAvAMQgAAEIAABCEAAAhBoiAACoKHOpqkQgAAEIAABCEAAAhBAAPAOQAACEIAABCAAAQhAoCECCICGOpumQgACEIAABCAAAQhAAAHAOwABCEAAAhCAAAQgAIGGCCAAGupsmgoBCEAAAhCAAAQgAAEEAO8ABCAAAQhAAAIQgAAEGiKAAGios2kqBCAAAQjsB4HXve513/7t374fbaEVEIDA5gkgADbPnCdCAAIQgAAEIAABCEBgawQQAFtDz4MhAAEIQAACEIAABCCweQIIgM0z54kQgAAEIAABCEAAAhDYGgEEwNbQ82AIQAACEGiQwG//7b/9t/yW3zLZ8C/6oi/6Pb/n95T4v/N3/s5v+A2/4ZWvfOXP+3k/781vfvO/+Bf/4id/8icPDw//1//6XyVNBHrXA3zLt3zL537u55aUl5eX3/Vd36VHfMqnfMqrXvWqL//yL//hH/7hcleB//gf/+Pnfd7n3b1799f8ml/z4z/+4/UtwhCAwP4RQADsX5/SIghAAAIQGC6Bb/iGb/ihH/qhj3zkI3UV/+f//J8/8iM/8gf+wB9Q5Pn5+Vd8xVdIDHz2Z3/23/ybf/Mv/aW/FCb7X/gLf6HOMn/44cOHv/7X//o/+Sf/pATA933f9/31v/7XP/3TP/3LvuzL3va2t0Uhn/zkJ3X5s3/2z/6e7/meO3fuvOlNbzo9PZ2/fFJCAAI7R+DGztWYCkMAAhCAAAR2l8Cv/bW/9hf+wl/4t/7W3/ozf+bPlFbIKP+Vv/JX/opf8SsU8xf/4l/U8Px/+k//6Zf9sl8WCb7qq77qd/7O3ykjvqRfKPDWt771Z37mZ/77f//vmk+IjL/1t/7Wr/mar3njG9/4S3/pL33LW97yn//zf37mmWfe9a53aTJBMd/2bd/29NNPv/rVr17oKSSGAAR2iAAzADvUWVQVAhCAAAT2gYAmASQAzs7OojHPP//8u9/97j/4B/+gLuWrI/v77W9/e7H+I80b3vCGb/7mb16i8RrLl/OPREWx/qOQL/iCL/i9v/f3/tW/+ld1KS+jo6MjVUmTD7/gF/wCBbD+l0BNFgjsEAEEwA51FlWFAAQgAIF9IKDh/BdeeOEf/+N/HI2R9X/z5s3f9tt+my6feuqpZ5999ku/9Esn2/klX/Ilk5FXxvyP//E/Hjx48JVf+ZVaP9D5vPOd74wVBZ/5mZ+psMTAa1/72j/35/7c/fv3ryyWBBCAwE4TwAVop7uPykMAAhCAwO4R0Frb3/W7fpf8+7W6V7X/G3/jb3z913/97du3Fb64uNB3mRyo2xa36pgI37p1S17+nXgJjIiRZ78CWlL8GZ/xGZ009aXmH7Q6WVLkr/yVv/L3/t7fe//73/+yl72sTkAYAhDYJwIIgH3qTdoCAQhAAAK7QUBeQL/kl/ySD3zgA1oNrBXAZTZAg/GPPfbYv/yX//KX//Jf3mlJZ9+ecvfn/Jyf01lSrFsf/OAHI4HufuqnfurHP/7x3/E7fkfJEgEpkHD10RSBJgde8YpX/OE//Ic1EaF5gPe9731aG9BJzyUEILA3BHAB2puupCEQgAAEILAzBH7xL/7FWg38nd/5nVr+q+0+y/C8DPE/8kf+iPxwOntxak3wd3zHd/Q2T978/+gf/SMt2y13td5XFny5/LN/9s/+6T/9pxVZYhTQMP83fuM3xvzAH/2jf7QsOXj00Udv3LghN6Q6MWEIQGDPCDADsGcdSnMgAAEIQGA3CGgS4Pf//t8vX51/+A//YV3jb/3Wb/0v/+W/fP7nf74S/Lpf9+uOj4//zb/5N3/tr/01eQ397b/9t+uUEf6mb/qm97znPZIBGr9//etf/+STT0oqKHvxAtJi3//wH/7Dr/pVv0oW/xd+4RdqnbGeKKcgOf1r138Vol2GNBugZL/pN/0m7ROqBcG/8Tf+xskHEQMBCOwNgUP9Q7A3jaEhEIAABCAAgV0hoP15fu7P/bny4Je7jqz8TrW///u//3u/93v/23/7b4qX7f67f/fv1gadcuORra9Ne7Rfp6x5jdxHLm3i+Sf+xJ+Q4/7HPvYx7SWq+A996EM/+qM/Kp/+UuwP/uAPansfyQM964knntCcgDYeLXd/4Ad+4B3veIdq8ot+0S/6y3/5L0snlFsEIACB/SOAANi/PqVFEIAABCAAAQhAAAIQmEqANQBT0XADAvtKQM7EZTfAv/t3/+7sZv6rf/Wv5BWglYIaqtTqQDkS1Oln361TEl4HgYW6UutKdZLUy1/+cp0CK5ePn/qpn6qrpKNny1sRAQ0/1wkIr4/AQv04u6f4k1xfN81T8vxdqfMWOn9xuvzcz/3c8pTZHV2SEVgHgdn/WnaeOPuPbvbdTlGbvEQAbJI2z4LAIAho9aF8A/S5c+fO7ApphaKWJ2pvELkUa3NALQ38oi/6or//9/9+5Jp9d3bJ3F0Jgfm7Ur0mr25tCPPd3/3d6kp5jHzO53yOdogv1fjJn/zJb/mWb4kXI74l/MpdAmslMH8/qhozeoo/ybV20zyFz9+V733ve+s/N4V/9a/+1fLsKk+Z0dElDYF1ELjyX8v6obP/6GbfrcvZQlhrAPhAAAJtEtB2H1oIOK3t/+///T9tBP62t72tTiA/Yw0h6+DS2XfrLIQ3QGB2V56cnHzap33a7/t9v6/URDvKS8t98Rd/ccTcu3dP6z5/5Ed+pCQgsBUCs/tRVZrRU/xJbqXLpj30yq7sZPzpn/5pjbBotDjiZ3R0JyOXqyVw5b+W9eNm/9HNvluXs5UwMwBbEF08EgI7QUALCl988cU//sf/eF3bt771rZ/85Ce1J8nsu3UWwlsnoC1lPvrRj6rvSk3kbKAtX/79v//35+fnitQ+9JIEn/3Zn10SEBgmgRk9xZ/kMLtszlrpMDg5BUmTR/oZHT1ngSRbjsCV/1rWxc7+o5t9ty5nK2EEwFaw81AI7AABjUi98pWv1JlEdV3lDqRpAR0qNPtunYXw1gncvHnzN//m3yzX/7omOndWxz9pMkeRcjZQt77qVa/6P//n/6hn62SEB0VgRk/xJzmonlqoMvpL/K7v+i5t61RyzejokobAOghc+a9l/dDZf3Sz79blbCWMANgKdh4KgR0g8Nxzz929e3eyorIUtb/47LuTuYjZIgGdKat937XdZF2HH/qhH5LDsRy6FClrQ3MCn/VZn6X9JbXaW2u+WQFcsxpOeEZP8Sc5nG5atCba8lV7wn7t135tyTijo0saAusgcOW/lvVDZ//Rzb5bl7OVMAJgK9h5KAR2g4CMwsmKylk8ImffncxIzHAI/Ot//a+/53u+50/9qT8VVdJqYLl76VCq//2///dHPvKRb/7mb1b427/924dTYWoyT0/xJ7mj78k73/nOr/u6r9OygVJ//iQLiq0HOv9aduoz+49u9t1OURu+5CTgDQPncRCAAAS2TEBOrm9+85t1sJQ+UZW3v/3tWt4dh8IqRqsFXvKSl+j7a77mazQbsOXq8viKwIyeqlIR3CUC/+7f/Tsd96ZNgepKz+ho/iRrUOsOT/5rue4nbqx8ZgA2hpoHQWD3CGhh6GSlS2QJ1Gl6I+sEhLdLQP89+5Iv+RJtAaRDYUtNdC5ssf4jUjMAWh+sVcIlDYEhEJjdU71/fb2RQ2gLdQgC73rXu7RFr1YA10Bmd3SdkvD6CPT+a9l5XO/fV4ksgTpXb2SdYDNhBMBmOPMUCOweAS3/1YY/k/WWX6Mcx2ffncxFzBAIPPnkk1/6pV8q6/8973nP8fFxVOknfuIn/tk/+2ed6mklnAYa5RHUiedyiwRm9xR/klvsmqUfrXWiWp/zTd/0TXUJszu6Tkl4fQR6/7XsPG72H93su52iNn+JANg8c54Igd0g8JrXvObpp5/WTsZ1dXWA1LPPPqvzpGbfrbMQHgiBH//xH9fYvw4D/oEf+AHZ96VW//W//ld5BGkfkhKjgHpZpolONaojCW+XwOye4k9yu72z3NO1+6fW4msGoM4+u6PrlITXRGDav5adx83+o5t9t1PU5i8RAJtnzhMhMFwC2t7nh3/4h+/fv68qapxYjuCdlaBarKatgd7whjfMvjvcFjZTs7or1WiZFOH5I+tf5w3VGN70pjepo+VzXEdqffCnfuqndvyC6gSEN0Og7sfZPcWf5GZ6ZOmn1F0ZhehfWnniaffPzlLR2R29dAXIOCeBGf9aqoS6H2f/0c2+O2dl1pds7D8D63sMJUMAAjtB4Kd+6qdkJj711FM//+f//Je+9KXvfve7v/qrv1pnSH3FV3yF6v/P//k/12bV3/Ed36Fbupx9dyfau8eVrLtSO4qoW3UOwB/7Y39M3gV1q+Vq/LN+1s/67u/+7q/6qq/S/j/qbvmnft/3fZ82Cf3BH/zB3n1g6+yE102g7scre4o/yXV3x3XKr7syytHunw8fPixr8UvhV3Z0SUlg5QRm/2spqVb3427/V3Ir5w/zUAhAYAgEJg+r18iH/j2VACjV04SATMPXvva1jz/++Bvf+EYZheWWArPv1ikJr5XA7K78zu/8zmn/mZTnT1Tsx37sx77sy75MB71p4F96T9uSrLXCFN5LYHY/ztNT/En2gt185Dxd+Tmf8znf8A3fMK1u/ElOI7PW+Cv/tdyb/0oeiuO0/zAQDwEIQAACEIAABCAAAQjsGQHWAOxZh9IcCEAAAhCAAAQgAAEIzCKAAJhFh3sQgAAEIAABCEAAAhDYMwIIgD3rUJoDAQhAAAIQgAAEIACBWQQQALPocA8CEIAABCAAAQhAAAJ7RoBtQPesQ2kOBCAAgZURWGCPiOlJqztVcLyOoxuj0ChFX9xBtYGF3U9pctL82wope11EZLkVJVx61lJajkxPj7w50n7bjxdRbkWBFx57kW6lh8albo2lufBCDg4iy7knsjRelUh75pGKiRLiMqW5PDj38nIau9DP+bk9RKXZpWW0y7OLC4vMhadn+T2VfOGlV4Xbw72YlDGeGMXqW+lVqGX0wjs1L4UrpSezCoylyRmjUV54pFFCI2Yfz1syRowuo6qRUYk8YaqGhRM6KydSKuBxB5cGwAv3TF7xlMbz+V0vN25FYn3nZ1kN/dIC8VwPeGTKmNJECZGmU1rvpVLmLFZausiBfM9u6ROXnTQXqXmRZCxNSWmdkbOXQKe0RdOUwlMgAeivwHga67yoUP6uOi/3luqb71rVxy9Tj1oCfUZZ7KKncIuO0jzj6LI8ogQ6pXUuFyj83pPv0nMG/mEGYOAdRPUgAAEIQAACEIAABCCwSgIIgFXSpCwIQAACEIAABCAAAQgMnAACYOAdRPUgAAEIQAACEIAABCCwSgIIgFXSpCwIQAACEIAABCAAAQgMnAACYOAdRPUgAAEIQAACEIAABCCwSgIIgFXSpCwIQAACEIAABCAAAQgMnAACYOAdRPUgAAEIQAACEIAABCCwSgIIgFXSpCwIQAACEIAABCAAAQgMnAACYOAdRPUgAAEIQAACEIAABCCwSgIIgFXSpCwIQAACEIAABCAAAQgMnAACYOAdRPUgAAEIQAACEIAABCCwSgIIgFXSpCwIQAACEIAABCAAAQgMnAACYOAdRPUgAAEIQAACEIAABCCwSgIIgFXSpCwIQAACEIAABCAAAQgMnAACYOAdRPUgAAEIQAACEIAABCCwSgIIgFXSpCwIQAACEIAABCAAAQgMnAACYOAdRPUgAAEIQAACEIAABCCwSgIIgFXSpCwIQAACEIAABCAAAQgMnAACYOAdRPUgAAEIQAACEIAABCCwSgIIgFXSpCwIQAACEIAABCAAAQgMnAACYOAdRPUgAAEIQAACEIAABCCwSgIIgFXSpCwIQAACEIAABCAAAQgMnMDh5eXlwKtI9SAAAQhAAAIQgAAEIACBVRFgBmBVJCkHAhCAAAQgAAEIQAACO0AAAbADnUQVIQABCEAAAhCAAAQgsCoCCIBVkaQcCEAAAhCAAAQgAAEI7AABBMAOdBJVhAAEIAABCEAAAhCAwKoIIABWRZJyIAABCEAAAhCAAAQgsAMEEAA70ElUEQIQgAAEIAABCEAAAqsigABYFUnKgQAEIAABCEAAAhCAwA4QQADsQCdRRQhAAAIQgAAEIAABCKyKAAJgVSQpBwIQgAAEIAABCEAAAjtAAAGwA51EFSEAAQhAAAIQgAAEILAqAgiAVZGkHAhAAAIQgAAEIAABCOwAAQTADnQSVYQABCAAAQhAAAIQgMCqCCAAVkWSciAAAQhAAAIQgAAEILADBBAAO9BJVBECEIAABCAAAQhAAAKrIoAAWBVJyoEABCAAAQhAAAIQgMAOEEAA7EAnUUUIQAACEIAABCAAAQisigACYFUkKQcCEIAABCAAAQhAAAI7QAABsAOdRBUhAAEIQAACEIAABCCwKgIIgFWRpBwIQAACEIAABCAAAQjsAAEEwA50ElWEAAQgAAEIQAACEIDAqgggAFZFknIgAAEIQAACEIAABCCwAwQQADvQSVQRAhCAAAQgAAEIQAACqyKAAFgVScqBAAQgAAEIQAACEIDADhBAAOxAJ1FFCEAAAhCAAAQgAAEIrIoAAmBVJCkHAhCAAAQgAAEIQAACO0AAAbADnUQVIQABCEAAAhCAAAQgsCoCCIBVkaQcCEAAAhCAAAQgAAEI7AABBMAOdBJVhAAEIAABCEAAAhCAwKoIIABWRZJyIAABCEAAAhCAAAQgsAMEEAA70ElUEQIQgAAEIAABCEAAAqsigABYFUnKgQAEIAABCEAAAhCAwA4QQADsQCdRRQhAAAIQgAAEIAABCKyKAAJgVSQpBwIQgAAEIAABCEAAAjtAAAGwA51EFSEAAQhAAAIQgAAEILAqAgiAVZGkHAhAAAIQgAAEIAABCOwAAQTADnQSVYQABCAAAQhAAAIQgMCqCCAAVkWSciAAAQhAAAIQgAAEILADBBAAO9BJVBECEIAABCAAAQhAAAKrIvD/AwyWfKE2q6L+AAAAAElFTkSuQmCC",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 480x360 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x0 = np.linspace(-500 * um, 500 * um, 64)\n",
    "y0 = np.linspace(-500 * um, 500 * um, 65)\n",
    "z0 = np.linspace(0 * um, 1000 * um, 66)\n",
    "wavelength = 5 * um\n",
    "\n",
    "params = dict(x = x0, y = y0, z = z0, wavelength = wavelength, n_background = 1., info = '')\n",
    "\n",
    "\n",
    "\n",
    "txy1= Diffractio('scalar', 'mask', x=x0, y=y0, wavelength=wavelength,  info='')\n",
    "txy1.circle(r0=(-250, 0), radius=100*um)\n",
    "txy2 = Diffractio('scalar', 'mask', x=x0, y=y0, wavelength=wavelength,  info='')\n",
    "txy2.square(r0=(250, 0), size=200*um)\n",
    "\n",
    "\n",
    "uxyz1 = Diffractio('scalar', 'mask', **params)\n",
    "uxyz1.extrude_mask_XY(txy=txy1, z0= 250*um, z1= 750*um, refractive_index=2)\n",
    "uxyz2 = Diffractio('scalar', 'mask', **params)\n",
    "uxyz2.extrude_mask_XY(txy=txy2, z0= 500*um, z1= 1000*um, refractive_index=1.5)\n",
    "\n",
    "uxyz = uxyz1 + uxyz2\n",
    "\n",
    "\n",
    "uxyz.draw_XYZ('refractive_index', 'volume')\n",
    "\n",
    "uxy_new = uxyz.to_Scalar_field_XY(z0=500*um)\n",
    "uxy_new.draw('refractive_index', has_colorbar='vertical')\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Substracting masks"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The first way to substract mask is generating a first mask and, then, adding other mask with the refractive index of background. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "from diffractio.utils_common import add"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-05-02T18:19:19.183911Z",
     "start_time": "2020-05-02T18:19:18.757939Z"
    }
   },
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 480x360 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x0 = np.linspace(-500 * um, 500 * um, 64)\n",
    "y0 = np.linspace(-500 * um, 500 * um, 65)\n",
    "z0 = np.linspace(0 * um, 1000 * um, 66)\n",
    "wavelength = 5 * um\n",
    "\n",
    "params = dict(x = x0, y = y0, z = z0, wavelength = wavelength, n_background = 1., info = '')\n",
    "\n",
    "txy1= Diffractio('scalar', 'mask', x=x0, y=y0, wavelength=wavelength,  info='')\n",
    "txy1.circle(r0=(0, 0), radius=400*um)\n",
    "txy2 = Diffractio('scalar', 'mask', x=x0, y=y0, wavelength=wavelength,  info='')\n",
    "txy2.circle(r0=(0, 0), radius=200*um)\n",
    "\n",
    "uxyz1 = Diffractio('scalar', 'mask', **params)\n",
    "uxyz1.extrude_mask_XY(txy=txy1, z0= 250*um, z1= 750*um, refractive_index=4)\n",
    "uxyz2 = Diffractio('scalar', 'mask', **params)\n",
    "uxyz2.extrude_mask_XY(txy=txy2, z0= 250*um, z1= 750*um, refractive_index=-4)\n",
    "\n",
    "\n",
    "txyz = add(uxyz1, uxyz2, kind='refractive_index')\n",
    "txyz.draw_XYZ('refractive_index', 'volume', colorbar_kind=\"vertical\", opacity=[0.1, 0.5, 0.9])\n",
    "uxy_new = txyz.to_Scalar_field_XY(z0=500*um)\n",
    "uxy_new.draw('refractive_index', has_colorbar='vertical')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "from diffractio.utils_common import sub"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "x0 = np.linspace(-500 * um, 500 * um, 64)\n",
    "y0 = np.linspace(-500 * um, 500 * um, 65)\n",
    "z0 = np.linspace(0 * um, 1000 * um, 66)\n",
    "wavelength = 5 * um\n",
    "\n",
    "params = dict(x = x0, y = y0, z = z0, wavelength = wavelength, n_background = 1., info = '')\n",
    "\n",
    "\n",
    "txy1= Diffractio('scalar', 'mask', x=x0, y=y0, wavelength=wavelength,  info='')\n",
    "txy1.circle(r0=(0, 0), radius=400*um)\n",
    "txy2 = Diffractio('scalar', 'mask', x=x0, y=y0, wavelength=wavelength,  info='')\n",
    "txy2.circle(r0=(0, 0), radius=200*um)\n",
    "\n",
    "\n",
    "uxyz1 = Diffractio('scalar', 'mask', **params)\n",
    "uxyz1.extrude_mask_XY(txy=txy1, z0= 250*um, z1= 750*um, refractive_index=2)\n",
    "uxyz2 = Diffractio('scalar', 'mask', **params)\n",
    "uxyz2.extrude_mask_XY(txy=txy2, z0= 250*um, z1= 750*um, refractive_index=2)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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ZZXAkRiouTWmi8iVjSQZHYvz+ZJRXhoIcGoxycjzBaCRNLJWbmsVALDxN0/iHf/gHDh48yN69e3nxxRd56qmnpj2mUChw33338bOf/YyjR48SiUR44oknzr/vhSq0KJ1CQSeaKg787I0mODwe5/WhGG8OhBkdDpOLRcpdRCHOKxeLMDwU4lWTgWQ6T29rmpV1NjqcNnSXGatJlbE8JdLS0kJLS7G502QysWXLFnp7p/d23b17N62traxduxaAe++9l+3bt3PXXXedc98SOlWgMDnw80Qkzq6TYV45NsHQUJRwIEo0GIV4qNxFFOL84iECIzZymRzj4wl6x1yMrKhja4eOxaTKRKFlEggEePLJJ3nmmWem3d/f3097e/vU7Y6ODvr6+s67PwmdKlDQIZbK0TMa549HJ9i3+xi5scFiD7VcRrpHi8UhHiwuizBuIaKZGB3wo+s6PquG32GT5rV5MjjaIDd7h6EV7XUYjcap293d3XR3d894XCaT4dZbb+X+++9n9erV07bp+oX9e0joVIGCrpPO5wkmcwSDyWLgBAbKXSwh5ieXKV4mVyXNKAaCwRYCyRzpfAGJnHnKJzGvu3PWTcbks/T09Jz76fk8H/7wh9m8eTOf/vSnZ2xvb2+fVrPp7e3F7/eft1jSkaAaXeAvECFENVHAoM5+mYO//Mu/xOl08q1vfWvW7VdccQX9/f1T4fXoo49yyy23nHe/EjrVSLqWCiHggkNn165d/OAHP2DPnj1s2bKFzZs3893vfpc9e/awbds2AFRV5ZFHHuHWW29lxYoVOBwO7rxz9prVW0nzmhBCVCNFmXOt5kxbt2496zmbnTt3Tv3/9ddff95mujNJ6CxCuq5T0E8PCM3mCmTyBTI5vXiyVZrXRJUoFApkcgUyhTyZXAHNoEwNFDXIgNHzUyqvMUtCZxFKZwvE0rmplUDH4mle7AvyxlCYcDAOOemtJqpANkUoGOfIUIRd9mJPq3qbGZtZw2FWsZs1LKYL+yVfGy68prOQJHQWoVQ2TzCeZSiS5GgozuvDCQ4PhuntDRMNRYs9gIRY7HIZosEoJ3utAIwncqxvtrLCY6fFaUU1KBI65yOhIy6FVLbARDzN3pEIvz8W5I3jAULBONFglGxgTEJHVIdchmxgjCEgFk0yMBhhcHkd71iRx2RQcVrl6+ucFAXOMw9aOci/2iKUzhXoiyb448kwf9w/yFjP66cHgp66CLHYZVMQHCQbHScwYCJgtBCLrsekGWhzmWlxW8pdwson53TEfBUKxdU/06cu2TwnA3H2DcbpHY4SHA3KQFBRnXT99IqjkwKjrZwcdrGvzkaD1YzBoGDSDJgnLybNgMEgnQuKKvOcTkXFYF9fHzfccANr1qxh3bp1PPjgg1PbHnjgATo7O+nq6mLHjh1T97/22mtcfvnlrFy5kptvvplYLFaOoi+YfEEnksoxEk7x5liM3QMBnjk2wat9IYaHo+Ti1XW8QpxLLp5geDjG/pNBnj0WYHf/BMfH4oxG0kRSOfIyVc5pChc1OHShVFTonG067V/96lf87ne/4/Dhwzz33HN86lOfmgqXj3/843z961/nyJEjdHV1nXX07GJ1atmC/nCS3/UHefLAKLt6RjhydKJYy5lcc16ImpAIERwNcuRYgBdeH+apV8f4/WCQ/nCCmITOGS5uRoKFUlHNa2ebTrunp4e7774bVVVpa2tj69atPPPMM2zdupXe3l5uvPFGoDi19m233cb//J//s5yHcUnlCzrRZJZDEzF+dzTAvgODRAIRsrE4JEKQlGULRA1JhEkPw1AsxviQjf46N/F0K2ZVoc5qJi9j1KarwHFMFRU6b/XW6bSfeeaZaXP6nJpCe65Ta2/fvp3t27dP3Q4Gggtb+EsoV9AJp7O8MZbkyJsBJl7dC9GJchdr8VFm+dU3te0tFX69MPv959r21vvnuj+9AIX86Us+N/djqWWpWPESGCALjDvrOOq00FFvZ11DhnzBVu4SVo5TzWsVpiJD58zptM82HcNcp9Y+c9ruNZOLDi02uo7MNnChTFZwN6G663B4HDhc9rL+CNR1iIXjxMIx8qFxCI9AZvZp6MW56TIJx1koYKi8r/iKK9Fs02nPNoX2lVdeid/vv6CptRcjQwVWkxcVkxVTXSONbfW0t7vpbHGhzLIK5Vtf5rl+kZ35TzOX5+V1nWNDEfr7w4xqKplkRELnQlRgl+CKIjWd85ttOu1bbrmFL3/5y9x1110MDw/z4osv8s///M84nU7a29t55plnuPHGG+c8tfZiVND14pebhM+FMdlw17lZttTL2zt9vMPvQS3ja5kr6OxymtitGUglM4wPy5iTC6IXJudiK3dBKlFlvjAVFTqnptNev349W7ZsAeCee+7hr//6r3n22Wfp6urCYDDw7W9/G6fTCcD3vvc97rrrLrq7u1mzZg0/+tGPynkIC8agKNK8djFMVrw+O6vb3Lyzw8uGVndZx3PkCzqaQSGcyjM8EmPcZC1bWRY1xSDNa2cj53TO71zTaT/00EM89NBDM+7fuHEje/fuXeiilUxmcgBocSBogVAiyxvBGIPBBMlEunjSWUynmcDqBKsLbC6MFvOMh/iafHQt9bKh2Uaj3YLTakQtY+jk8gUa7GY2tFgZDnoJhzsJeutmPC6bSkMiUuylmJR59WbIZ0nE0wwFExwJxqmzmvHYc6cHjBpVTFrtNsEZDJV37BUVOgKSmTzBeIZwIstALMmRQIK9vRGO901O5imhM5PFAQ0d+Bp91DU4aW5yAMUmyVMa3Vau6HCxzG3HZlZnOZtTWoqiYDdrrHA7iK4oYNQMTEQbgNPlNihKsRY0GiE4FoSR4xI6Z8rniIaiHO8P81ujSjyTZ6XPRovdisduwmunhkNHQanA2RkkdCrMqRmkX58Is7s3xuGBECMjMSZGw6RDYchny13EymO246n3sGRZHWuWeLm83TnjIR6LRpvdRp3dhM2slb2p26CA3azS7LTwNoOBZoeJSHpmt+k9vVEO2o0UCgXCITvEQ6UvbCXLZ0mFIgz1m8hk8oyEkqxqc3Nlh4O1uhur0YDLaix3KcujQtcbktCpMMlMnv5Ygt+fjPLyq8P0Hhsik0xBPFwcDCrjOWYy2/DWOVnV7uHdK71sbPLMeIimGrAYi00uFqNa9g/jqZqOalBwWjWa3RZy+cKMx7nMGvmCTjicJtxvL0NJK1w+B6EhIuk4kQk3gyetBDpbKOhNOE1GfA5TuUtYNgrSvCbmIJMrMBBJcWwowokjA+QO7y53kcpLUUA1gqqdvj7jvJ/F56OlxcmGVger61ysmGxeq3QWk3re9WDS2QLDbRn6xh0M+nykY28573PqdSjkizXgfK54XUtn1Qt5iAWKlzFIA8cLV1JXZ2Vds53V9TODvJZI85qYM0UBaui746ysLnA3Yfb6sLvtOJzWabUUXddpaXGyZamXFV4bNnN1vaVtZpVOr5XLlvnI53WG2+qntp16HaKRBLFQjEwoCKGhYocDIRSp6Yh50HUo+9nuSmBxYG9spNlfxxK/m6WNjhk/5FvdJtY02GlzWrFW2UqSNpOK32nj7e06bovG8BLv1LZTr8Px0Si9/WGG+zUSqZiEjpikXFQz8v3338+OHTsYHh4ml5u9Wf+JJ57goYcewmAw4HQ6eeSRR1i1atU59yuhIyqbxYG3wU3XMh9XdXrZ0uSa8RC7puGwaNgtGrZqCx2zRp0TLEYVv8NGfJYP/956Cy8aVdLpPIlxJyyeqQXFAlK4uOa12267jQcffPCss7wkEgnuv/9+Dh8+TH19Pd///vf5/Oc/z89+9rNz7ldCp0JJ81qRYrXT0GBnU7uLd/p9dM5yvkZRwGBQUBWl6hbwsppUzJoBr91IoaDPerrGrmnFNZcm4gyesMvbRky5mOa1q6+++pzbC4UCuq4Ti8Wor68nHA5PrRJwLhI6ZZQv6KSyedLZAqlsnkyuwNFAjEOjSYLBFLlMjY3JMKinB3naPRitFtqXN7O6w8uqBhtumxG7pbbesqpBQTUonKvTr9tmZE2Djb4OL+Gwn36jRjaZKnavTkaKay7VUOeCbCZLMJji8GiSJe4oRrW4uqjFqGI2Fq/LOTC4ZJSF7UjgcDj43//7f7N+/Xrcbjdut5uXXnrpvM+rrU9whcnlC0STOYLxDCOxNIPxBHv64hzsCzE2GoFkja0KalDB3YSjqZG6Rg9NTQ5Wtrl5W4eDDocNi7G6ms4uFYtJpcNp5+3LchgMCkcb7AwPRwmMuYmNjBaXAqilrvaJKONjUV7vNaMoEEhl8DtsNNjNeO0mNIOCWoHTw1x6yllrOsFgkLVvmW3/zJn45yKbzfJP//RP7N69mzVr1vCFL3yB//7f/zvf//73z/k8CZ0yyuV1Isksx0NxXhmKsu9kiMGRGGOjUUJjodpboE3VMHu8tPjrWLXMx+VL3Kyss9Fqt+K1G6uuk8ClYjOp1DlMbFQ81FlMvFFv5RW3hcMmjb50lvS4sbZCJ1n8/LwJRKNpesedbOpwc0WrE0014LRqzJwoqfoU5weevabj8Xrp6em5qP3v27cPXddZs2YNALfffju33377eZ8noVNGuYJOJJnj1ZEYuw6P8+q+XuKROCSixR5IqRqr6ahGHB4HS/xurlnp5R1tPjx20+SATkMNT2dybhajAZ/DhN2s0eAys9Rtx2Y0kMrmCUxESdfEr/q3SEbIjfQyHgkyPuSk74SDeKodi2agwWqh0VULkcOCN6/5/X4OHz7MwMAAbW1tPPvss9NqT2cjoVNGuYJOMJ3hxESSEyeCxA++AulEuYtVOga1OFmnqhWvXY00NLroanayvt5FR72tdqcwmQezUcVsVGFyomqnRWN9KsvJUIb+oSgBbyvEJorztuVzxetqnsMvkyxewiMAxCwOTnicHG9ysqU5Q75QO+e3LqYjwcc+9jGefvpp8vk8fr+fD3zgA3z0ox/lC1/4Ajt37qSlpYW///u/5z3veQ9Go5GGhgZ+8IMfnHe/EjqifKxO8LZh9bpxepzUNzjY3FXPxhYbnjLPAr2YaQYFr9XExhYb4dWNGAwK42MxoqEoqWCoOIC0BudwK/fUR+VwMTWdhx9+eNb7d+7cOfX/9913H/fdd9+89iuhI8rH5sHVVE+L38cyv5tVLU7WNdlY4XbgsGgSOhdIVRVcVo0ujxO1U6HeYeKN4Sgn+sMM9hmJpuO1FTqKgqLMfXn76nFxg0MXioSOKB+bi7pGN2uW+3hnp5dNDW4c5uIgT4dZRZPQuSCaQcFp0VAUBYdZY7nLwT6viReNKqlUjuj4zAG2VU0vjm+qxC/ghaTINDhCTGeyWWlqcnBZh4u3t/pY1mjHoBTXkTFMjk8R81fsoWXEbtYoOE0U9OIg03imwFAgweBJG7W4QEbt1XRkwk9Ry1QNbG6wecDuwmKzsGxlC2vbPaz02XBaNekSfQmpZ4S2y6qx0mdjTbuHSMTPCU0llUhBLFQcPJoIV2/ngsnmtVpUiTN0SOiI0lCN4G3B3VRPfaOb5mYHq9s8XNnuoMVulYGfC8xsVGlzWPmTJU5Ug4LPZ2VkJMb4iJvw8NjpHl/VqEab16Ayj1lCR5SGZsLmcdPWXsfaZT6uWOJimcc6uaywEYux8tqeq4nFaMBrN7FOcVNnMbGy3sLuXis9RpVMOkNyovq/CmqteU2p0LkIq/+dJiqDZsLhcbDc7+aaTg9XtvqKI8ONxQktzTLwc0FZjCo+h4LdrFLvNNHhtmM1GUim8wQCcZJa9a+wWYm/+heaqlbeMUvoiNJQjTgcZlq8Vjo9Dvw+a81N3llOJq04o4Nj8jV3WXNMJBwc8Caw2UxgqOJ/ixrtMn1q9vXZlHM91Sp+p4mKohdqaaJjUUn02ZeEqAWVWLmT0BFC1IRabF472zidcvZTlNARpaEYKvJXl6gBNdq8BtJlWtQyaV4T5VKjXaal95oglcmTyuZJZguks3nGoxn2j0Tpm4iTjCWra3VHiwPsXrC7MdnteBo8rFruo6vBgtOsVeSHoZYYFHCbjXQ1WBlYUUcivpnQeIhMPA7xMMSD1bO0hl4gEUvQNxZj/4gFj9lEJJnFYlSxGA1YTGrVjhOrxJyV0CmhRCZPMJ5hPJahL5bg4GiCA31h+vsjxXV0qmlEuN2LubmNuiYfzc0Olra42NLuostbnMxTMqe8VIOCw6Kxyucg01nAZtY4OexmeDjGxEiA9FChekKnkCceidPbH+Ylo0oiW2Btow2/w0ad3YTPYara0KnEH3cSOiWUzOQZjabZPxrmDycjHO0LMT6eIDgWJBcOVFfoOLzUN9excoWPy5d52dTsoMVWXAFUZpAuv1Oh43dbcRg1OtwW9tVZ2ecw8wYwGI1BYKDcxbw0CnlyoQAjA0bS6TxjgQTH/W7e1uFic5Mbq0nFay93IRfAObpMl5OETgklM3l6o3FePhHm5X1DDJ0YOr1CaCoGejl7z19aZruN5mYHly318u5ldXT4bFNjRUyaQUKnzAxKMXSMqgGP3Uir10K9tbiiZiSWZmywiiYFLeQhMkoykyQ57mDohJ3x8VZ0HXw2Iw2O6lxJVEFCp+ZlcgWGoln6x+LFwDm+t9xFWjCaScPjNLOizkyL20qr11ruIom3MBgULIbp5zIyuQIr6iwccFowmU3VEzq6Xvxxl4xO3TVoUOhrcTLkd5JpqJ4fe2eS0BHAZNfNynsvCAFQE92LlRqZeboSe+xJ6JSBoihQ3Z9psYjVQvdivQZmKZAu00IIIUqqEkNHpvYtA2leE5VMmteqh8GgzHqZi/vvvx+/34+mnb1uEo/Hueuuu1i1ahWrV6/m4YcfPn+Z5lx6cclI85qoZNK8Vh2UU0u/z3KZi9tuu409e/ac8zGf/vSnWbduHYcPH+bgwYN88IMfPO9+5928pus6gUAAq9WKzWab79MF1f8rUix+8h6tDhfTvHb11Vefc3s0GuXf//3f6e3tBYo/VBobG89fprn88UKhwA9/+ENuuOEGfD4fmzZtoqOjg+XLl3P//fdz5MiRuexGTKr2X5Fi8ZP3aHVQDcqsl0vhzTffpKmpif/6X/8rl112GR/84Ac5efLkeZ83p9C55pprOHbsGN/+9reZmJigv7+f8fFx9uzZw9VXX82nPvUpfvSjH130QdQKOacjKpmc06kOCrM3rRkUhWAwyNq1a6cu27dvn/f+c7kc+/bt49Zbb+WVV17hpptu4p577jnv8+bUvPbLX/4Su33mPBE+n4/bbruN2267jXg8Pu9C17Tq/kyLRazK8waojXM6KJx1jkOv10tPT89F7d7v91NXV8e73/1uAG6//Xb+5m/+5rzPm1NN51TgjI+P86//+q/s3LmT/v7+WR8jzk+aLkSlk/dodbiY3mvn09TUxLp163jllVcAePbZZ1m3bt35yzSfP3Ldddfxi1/8gp/85Cf86Z/+KS0tLdxwww0XVuIaJs1ropJJ81p1ULi4czof+9jH8Pv95PN5/H4/3d3d7Nmzh23btk095nvf+x7d3d1s3LiRb33rWzzyyCPn3e+8eq+ZzWYee+yxqdvZbPaiq2i1SLpMi0omXaarxEXOMn22MTc7d+6c+v+1a9fy0ksvzWu/86rpbNu2bdofMBqNbNq0aV5/UFT/r0ix+Ml7dPFTuLhxOgtlXjWdTZs2sW3bNm688UauuuoqtmzZwubNm3G5XAtVvupVTT8kNRM4fOCow+R0YHVY6VrdzIZ2N612G2ZNxiAvBibNQJvDyoZ2N5F4O0dM15KMJ8lEYxCbgFgAcplyF/OSqIXmNaDsATObeYXOf/tv/40f/vCHAOzbt4//9b/+F/v37+fYsWMLUrhqVXXNa0YzSl0rdc11NDW7aG92ss7vYlOzg0a7GZOEzqJgNqo02S1c3uZENSjUuS30D0cZGY4wPmSCdLxqQqcmmte4dGNyLqV5hU5nZyc33XQTwNS1mL+qa7owWnB5XXQs8bJhWR1XLXXR5rDis5pw24yYjRI6i4FFKy7o1qk48JpNdNVb+J3byqsmlUwqQ2TMVO4iinmoikXcVq9ezWc/+1m++MUvYjLJG/BCVd1JWqMFt89BZ5uHa1d4uKzFi82sYlSLq4Qa1So73iplNhrwGkzYzRoNLjPtaRsm1UAyk2NsLE7EaCl3EcV8nGOcTjnNK3RSqRS/+MUvePjhh1m7du3UOZ25jEIVp1Vdl2mDis1mosllpt1ho9FtnrYipVgcNNWApoLVVPy3c5jztEfsNLpi2GwmUI1lLuGlI+d0ymdeofN//s//AYrTHxw8eJD9+/ezf//+BSnYfDz//PN0d3eTTqe59tprefjhh1HVyv3Sq7pzOopSfU2GYhpd10GvnmWda+GczqlxOpVmXo3tp6a60TSNDRs28JGPfIRvfOMbC1KwuSoUCtx333387Gc/4+jRo0QiEZ544omylkkIISrBQs5IcMFlms+D16xZw6pVq/jQhz7E1772Nf793/+dW265ZaHKNie7d++mtbWVtWvXAnDvvfeyY8eOspbpfKqueU3Xq+88lZhGURRQqqdDSC00r13sejoLZV7Na729vYyPj7Nv3z52797N3/zN33DZZZctVNnmpL+/n/b29qnbHR0d9PX1lbFE5yfNa2Kxkea1xanctZrZzPunS319Pe9+97t58MEHeemll0gmkwtRrjmby5fd9u3bp03jHQwES1Cys6u6L+hqOx4hqoKCqsx+Kad5hc5LL71EIpGYut3Q0DC1aly5tLe3T6vZ9Pb24vf7pz2mu7ubnp6eqYvX5y11MaepuqaoajseIaqAAmiG2S/lNK/mta997Wvs378fm83G5s2bSaVSrF69momJCerq6haqjOd0xRVX0N/fT09PD2vXruXRRx8t+3kmIYQoO6Uye6/NK3R+/vOfAzA2NsbevXunLldddRXpdJoTJ04sRBnPSVVVHnnkEW699VbS6TTvete7uPPOO0tejvmQ5jUhxEJTqMxGiDmFTiqVwmI5PRq5oaGBG2+8kRtvvHHqvkgkculLN0fXX3/9olpioeqa1wp5UqkcY9E0g/EkjREzNrOGUVUwqQY0VUFTq6fnU7XK5Qvk8jqZfIFsXieRzjEQTzAWzZBK5aCQL3cRxTxpFfhdM6dvgne/+918+ctf5uDBg9Puj0ajPPXUU3zwgx/kqaeeWpACVqOq6zKdTREKRDkyEOa5YyFe7g9wZCTKYDBFIJ4hnaueXk/VLJ0rEIhnGAymeGM4yu/7JvjNm2GODoSIBGOQTZW7iJdMTXSZ5uIWcVsoc6rpPPfcczz++ON8/OMf59VXX8XtdpNKpTAajdx000189atfnRonI86v6rpMZ1NEAhF6T5rIZPKMhpOsbXOyqdnJct2O1aRiN5e7kOJ80tkCoXiWN0Mx9g3H6BmI0jc5y3Q4EK6aGaahRrpMK1CJDQxzCh2j0cg999zDn//5n2M2mxkfH8dqteJ2uxe6fFWp6s7pZNPogWHGshkigQj9vTbGVzeRL4Bd0/DaZXLYxSCVzTMaT/PHwSi7Do1x5PAIyViSdCwGkXHIpstdRDEPpxZxqzTz6khw5ZVX8sADD1T8ifpFofLeCxcul4HgIAQHSQNp4LX01TisRlbUmVmWs5e7hGIOMrkC/bEEr/aFeX1/H4kDu8pdpAVTC81rUJk1nXkV6Te/+Q0vvvgiV111Fbt3716oMlW9qmteE1VF16uws8sZaqF5TYHFPzi0vr6ehx9+mH/8x3/kU5/6FHfffTcjIyMLVbaqVXXNa6LqyHu0CiizdyKYa0eC+++/H7/fj6adv0Gsu7t7To+DC5gGJxaLEYlEeP/738/TTz9NV1cX3/rWt+RNOg/V/itSLH7yHq0OBmX2y1zcdttt7Nmz57yPe+GFF4jFYnMv05wfCaxdu5auri6++93voqoq//Zv/8axY8eYmJjgIx/5yHx2VdOqrsu0qCqKUv01nVo4p3OxXaavvvpqmpubz/mYdDrNAw88wDe/+c05l2vOHQny+Tx33303n/nMZ2Zs+9rXvsaaNWvm/EcFck5HVKwqzxugNs7plKLL9Je+9CXuvfdeGhoa5vycORdJVVV+8pOfnHW7DA6dO2m6EJVO3qOL37k6EgSDwWkz72/fvn3e+z9w4AAvv/wyH/3oR+f1vHl1md62bRuPPfYY//k//2dMpuljL7q6uub1h2uZNK+JSibNa9XjbC1pXq/3oqcO27VrFz09PSxbtgwotoYtXbqUAwcO4HK5zvq8eYXO3//935PP57nnnntQVRV9csXITKZ6RiqXgnSZFpVMukxXh1PndBbKJz7xCT7xiU9M3dY0bU6TPs+rxS+bzVIoFMjn82QyGbLZrATOBaj2X5Fi8ZP3aBVQLq4jwcc+9jH8fj/5fB6/3093dzd79uxh27ZtF1WsedV0xKVR7b8ixeIn79HF79Q5nQv18MMPz3r/zp07Z70/l8vNab8SOkIIUaUq8aeDhE4ZSNOFqHTyHq0G5Z/yZjYSOmUgTRei0sl7dPFTAMNiX65aXByTZqDJaaSt3k5fRxMjhY2QikMqBul48VIlvzBzmRzhWIY3A2k6PSlMmgGTqmDSDBg1A2bNIF9sZaTrOulcgUyuQDZXIJPXGY6kOB5IE46lyaSrqIOQooDZDhZH8drqoLmjmbZ6O80OIyatAqdivkSkplPjrCaVpU47Vy4tnnA7Wm9nfDxOaDxEemwExpOgV8eSwOl4guHhKPscJgwKbEo6abZZ8NiMeGxGNJsRTa28D0StyBd0Yqkc4USWUCLLUDzJvuEY+06GGB6OkU0kyl3ES8eggrsJS0MjnnoP9fV2OtvdvG2Jmw6nHYtRLXcJF4ZSBevpiItjNak0Os1cpriptxvpqbfxWn+YI29qDGbz5AID1bMOfTzE+LAdXYdwLMPxsSRb2p1saHSiGhQcFg2tSj/ri8Gp0BkIJzkwFmV/X5TjwxGGh2NMjAQgHi53ES8dg4rm9tHsr2fFUi8b2t2sbbTR4bRT7zBhNVXnG1HhAmZ0LgEJnRKymVQUxTQZPhaWOO3YTSrJTJ5wIEbYUEVv/niQ1DAMxBKMD1vpb/ASTzdjMRrwWkwUqqMVcdE6FTqHAzF2HQmw97VhQmMh0okkxIIQD5a7iJeOQcXuttPud/P2FT6u6fBR7zBjMRqwmlSs1VrTQWo6Nc9iUrGYVLyTC2m6bUYimSxvjid402ElXIFvkAuWjBYv472kgWFPM4esV+Kvs7HG56QgqVNWBR3C6SyHRpMcOjbByL69EK7StbEUAzaHjY4GB1uanXQ2OvA5qn8J9Ysdp7NQJHSEEDWh9rqBK1LTEUKIcqnF3pKVeMgSOqI0FENFfgBEDZicUbrWajrSvCZqm16oliFIYrGpgRmlz0aa10TtKuRJJDIMh5Icj8SoC5pwWYsD88yaYWrQqFgY2cmBoOnJSzSZ5Xg4zkgoSSKRgcLcJmtczGqueU2Rmo6oZbkMsVCMN/vDPG9USWQLLHPbaLJbcE8OGJXQWTipbJ5QIksonmU0keLNUILdJyO82R8mFopBvopDp4ab1yowcyR0RInkMsSDIQb6jGQyeUZCSVa1uXmb38Eq3YXFqOK0lruQ1SuZLRCIZTgcjLKnP8ahgTBDwzHGRkIkQmHIVdG0N2eabF6ruZoOUtMRtSyfheAQoUyK8ESYgZNWJlY2U9CbcZo0vHZjuUtY1dLZPEPxJL8/GeXlnhFOHB0mGU+ix8KQCFV36EyqtZoOyDkdUcvyOYhOQHQCHUgAR7J/gstlZqnPzBK3nVQ2j0FRMEzOGVWJM+QuFvmCjq7rFHQo6DrRZI4jgQQ9fUGO9PSRPfSHchexdCab12qNIksbCDFdJpliZCTGK70RHCYDqWwBu1nFbtZwWDTsZhVNlfM885XLF4ilcsTTeeLpHLFUjgPjYV7pjTAyEiObTJW7iKVVw81rlXjEEjqifOJhJkYjHDRppDJ5+lozrGm0scLtoKDrmI0GmRT0AuQKOtFUjrFImjcjcV4fiXN4KMbx/jCBsQgkIuUuYlnUYvNaJQathI4on2SE8PAY2UyWQCBO37CTsa56Cst0LEZ3TcyPtRDy+cnmtFCUF45H2PfGGGNjMWKhGIlACJK1GTqV+AW8kBQFKrGFWkJHlE8iDJkkiYCJhGZi1NNEobAKl0Wjw2kjL5OCXpBcQSeYynBgKMErh0Y5+IeDEB0vdhY4daklNdplGiozaCV0ykgzKHjNJpb4rCxZ4iES2EIiEis2f6RixV+k2XS5i7lwCnnIJIsXgFyGkeFmjgw7eM1nxmk24rXnpgaPmo1qVa/yeKEyuQLpbH5q8GcwnuW1sShvDEcZGQ7DRF/x/VQrTNbiKqFWF1gd2N1OOjo8LPVZcZtMqJX483+BXEzm3H///ezYsYPh4WFyuZnjuPr6+rj77rsZHBzEYDDwZ3/2Z3z9618/734ldMpIMyi4rBobmh2k8wWsZo2hkRjjY1GCo0EKo72QHSt3MUsnnyUWjnGiP8KLJo1ktsBKn40WuxW3zYjXbpLQmUUykycYzxCKZxmMJzkSSPDHk2FO9oeJh+PVszDgXFldqI3teBo8NDS6aG1ysHmJh3WNdlxWraZWrL2Y0Lntttt48MEH8fv9s27XNI1/+Id/4IorriCTyXDDDTfw1FNP8YEPfOCc+5XQKSNVVXBajSxz27FpKst9Fvb0xejpNQMwEQlApJZCJ0c6FGao30Q2WxxA2tXq5op2B+vr3ViMKm6bjOc5UzKTJxDL8PpEhN19UY4MRhgejjIxGiYdChbHSNUSqxNPg4flK+pZ2+Hlcr8Dv9NKs8OC02pEq6GazsWM07n66qvPub2lpYWWlhYATCYTW7Zsobe397z7ldApo1M1HZNmwGM3ssRrx2spfqlGo2kmBl1lLmGJFfIQGiKaSRINhBk8aWV8eTO5QhMuswwgPZtkJs/JaJyXTkT4w2vD9B8fKa4AGp8c+FlzNR0nDY0u1nZ4uXGlj9UNLizGYvOsxWiomW7455oGJxgMsnbt2qnb3d3ddHd3X/DfCgQCPPnkkzzzzDPnfayEThlpavEDYDefvi+XL9AfSfHGoBXNZKKKZ8SaqZCHeKh4GYM08GbmclwuE0t9Vpa5HSTSM1+RUwNJq3FQaaGgUzg1yHPy/88USWZ5YzzJod4gbx7qQz/2ShlKWjmMZiNer4U1TTZW1jlZ3mgvd5HKRjnLSB2v10tPT88l+RuZTIZbb72V+++/n9WrV5/38RI6lax6vjsvWCGZYHQ0zv6+ME6zgUR2ZuhYNXVyMKmG06Jht1TP2zqRyU8O9CwO8kzmZtZaXhkOs78vwthYHD0ZL0MpRUUqQZfpfD7Phz/8YTZv3synP/3pOT2nej6dojolIwTHwhy2GEll8xydmNmbr9VlZHW9nSVuOwaDUl2hk84xHk3TG0lwaDzOYGTm+ZkTo1FO9IUJjoVrq5eaOK+F7jL9l3/5lzidTr71rW/N+TnV8+msRrU3rGCmVIz42Bh9uRzBQIxjrplTUTc3O4l01qEZFBxVFDhQrOkMRJP8vi/C7mMTDA9HZzwmGkkSC8VIBwMSOmKai6npfOxjH+Ppp58mn8/j9/v5wAc+wEc/+lG+8IUvsHPnTnbt2sUPfvAD1q9fz5YtWwC45557+Ou//utz7re6PqHVRprXil+iYydIBwZIayYmVCPohWkPGV3ahaoqNDuNdLirq/0+mclzLJjgj8cD7P/jCZK9x05vPPU6FPLFAZ/5bHWviyPmRUG5qJrOww8/POv9O3fuBGDr1q0XNOBWQqfCmDQDLU4zy5udjK5ooU+5kmwiURwwmoxAMlpbvZEK+eLlHINkE+M+hobqOFDvoMVpxjzLWB5NVTBPDjA1Gw1YjOWf1C2VyRdX8swWr3P5mR/gQxMRXh2MMTQUJTk+DuGRMpS0ghlUsDqLA0HtHoxWC0s6W1ne7KLVaa75cV0VOCGBhE6lsRhV2h023r4kh6Io1NfbGRmJMTEaIjYyWhy9X0uhMxfpBIHxKIf7LGiqQig987yH22zEb7fhtRvx2E2YNUNZpwjRdZ14Jk8onmEinmEgliCSmVlL2d0b43BfiOBE9PTMDeI0VQNPC86mBnwNbpqaHKzyu3lbuxO/w4bVKKFTaSR0KozVpOJzmNiguPFajHTWW/njyTCHTSq9mSzpib5yF7HypOOEJ8KcUA3E41lOjs48r9HotnJ5h5MNjS5MmgGvzVjWD2RBL3YSGI6m2D8S4Y99EcbDM5ccGB6NMz4aITQegrT0TJtBNWLxemjx17FqmZfLOtysrLPRZrfisRsxV0CNtmwUWcRNzIHFaMDnMGE3a9S7zCx127GbDGRyeQITMdKqDJCcIR1HH+sjEAsTGHZxwjY58OktrVW+Jh/pXDMOs0q9zVz2Phq6rhNP53kzFOelN0Ps3j9YDBY4XW4F0on06aZVCZ2ZVA2nx8mydjfv7PTyjjbfVE22UppRy6kCM0dCp9IUzzmoMNlJy2nRCCQzHPQlOWi3MGGo7Q/RrLLp4hx1k1MGzXb2ZyjYxRsuM61eK8vcdppTlrJO/Jgv6IzFU7w6nOCNE0FGDh2BkWPnf6KYTjVis5tp9dpYXeego96Gyyo/zGByRoIK7I1UMaHz7LPP8uCDD5JKpVBVlc9+9rP8+Z//OQCRSIQ77riDQ4cO4Xa7efzxx1mzZg0AP/3pT/n85z9PPp/n9ttv56tf/Wo5D2PBzDYSXcxDJklgIs7B/jAei0a+oJe16SFX0Pldf5DDA2ECEzE5X3OhzujJKKarxMk5KiZ06uvrefLJJ/H7/QwODrJlyxauv/56GhoaeOihh9iwYQM///nP2blzJ5/85Cd57rnnCIfD/O3f/i0vv/wyDQ0NXHPNNfzmN7/hXe96V7kP55KrxLbZRSWTIBKIcPykibyuMxzNzPqavvWuueb8mbuZy/PyBZ2jwxH6+sJEAhHI1tgS0peKUtsdBc5H1tM5h1ODiwBaW1tpampieHiYhoYGduzYwdNPPw3Atm3b+Iu/+AsmJib41a9+xbXXXjs10+ldd93Fjh07qjJ0Crpe/HKrwDfRopBJkh4fYSifJxqO09sbnnop3/rBfOu4gzM/sGfbduZYhbnsr1DQiYbjxEIxcqFxqelcKL2AosjH4mykpjNHu3btIh6PTzWh9ff3097ePrXd7/fT398/4/6Ojg5+8YtflLy8paLrzP3nt5guk4SJPnKhYUKqRqgSzo0V8sXBnPmsdIO/CLouH4vZVOpv1JKGznvf+14GBgZm3H/zzTfzla98BYDe3l7uvPNOHn/8cTTt3MWb62jY7du3s3379qnbwUBwHqUuL82g4DYb6WywcnKZl3h0C5FAhFw8VlzuORGCdKLcxax8uj75BS8j9hc1sw1sHrC50ewOXHUuOpd56ay34DIZUSvxW7ZcFGle45e//OU5t4+OjvK+972Pb37zm2zdunXqfr/fT19fH8uXLweKNZ+2tjba29s5cODA1ON6e3tnXeXuzLUi1rxlHYlKp07OJ7amzk5qZQG7WaN3OMroaIzASIDsCBI6onbYPJia2/E2emludtLe5GRLh4vVdQ6cVmNNLUU9F5X4clTMWbhIJML73vc+/u7v/o5bbrll2rZbbrmFRx55BCjO+9PZ2Ul9fT3ve9/7eO655xgaGiKXy/HYY4/NeO5ipxoUnBaNdreNrX4vH9jYyDvXN7NiRR2+Jh/Y3OUuohClY3PjbfTStbKerWub+MDGRt7R5sXvtuKwaBI6Z1AUZdZLOVXMOZ1//Md/5ODBg3znO9/hO9/5DgD/9E//xFVXXcVnPvMZ7rjjDlauXInT6eTxxx8HwO12841vfINrrrmGQqHAhz70Ia677rpyHsYlpxqKS1qbNANumxG/10q91UyBydVFhxy1tdCbqGma3UFzs5ONHR7evbyOFfV2zJoB0+S8ehI601Xiq1ExofO5z32Oz33uc7Nuc7vd/L//9/9m3Xb77bdz++23L2TRyspgULCaVKym0ye+8wWdLck0/RMuhgY9jI82F2cZPnXJZ+XMqlj8FAU0E6jG4rVmwtvopaPZyeZWB8vq7LTX2cpdyoqloFTkUIuKCR0xd6cmBb18iZtsvsBhp4VwME40FCUXGIPQ0DlnZRZiUdBM4G1F89bj8rpweWysWlHH5Uvc+B1WLDU+medcVGDmSOgsRhajgTq7ic1NLhxmA80eK0eGIvT2WhkGcrEJCR2x+BktGH0NNLc30t7uZlWrm7XNVjo9Durssy9hIaaTmo64JMxGFa/dhEkz0GA3s8JjZ5ejON9UIpYiMGgqcwmFuAQ0E06vk44ON2/vrOPqdi8NdjN2s4rDotX8ZJ7nVaGDZiV0FiGL0YBJM+GxGSnoOi1pCwDjsSxDQ1ECmrnMJRTiEjBa8HjtdLW4ubrdy2a/G6tJxaAoGAxKRXYHriQyOFRcMoqioCpM9dTJFXSsmorFaMBgqNCfN0JcAIOhuESBVVNPz8Au5kya14QQQpRMBWZO5QwOFZeGoijSXVoIARS7Tc/231zcf//9+P3+c05H9vzzz7Nu3To6Ozu57777yOfPP4eghE6V0XW9Mn/eCCFKSqE4Dc5sl7m47bbb2LNnz1m3FwoF7rvvPn72s59x9OhRIpEITzzxxHn3K6FTBQyKgllV8Vg0PB4Lal0LeFvB4QOLA1RpRRWLgKoV368OX3F8Tn0zHo8Fj0XFrBoqcnR9pbuYaXCuvvpqmpubz7p99+7dtLa2snZyLst7772XHTt2nHe/8m1UBRQF7GaVNY02Ap31AAwNNRIJRokFIxAYnFrKWYiK5agDXytOrxOnx0Frq4vLO+tY22jHbtGKnWTEnDU1NXL5ptknN85ms1NhATMnRZ6L2ZaW6evrO+/zJHSqgKoUZ6Je5nZgWKrQYDdysMnJ0b4Q/b1GgumkhI6ofHYPvmYf7R0+lre5WdviYHW9jQ6XHbtZlS7S8/T8888v6P7nurTMmSR0qoBhcvkDRVGwm1WWuOws9Zp53qSSyeSJBCLIEmGi0mkOF03NbtYvr+PaFR66vE7sZhWbWZsMHUmdStLe3j6tZnO2pWXOJKFTBU4tf2A3a+i6CV0Hh0UjlSswHEzSf9JCvNyFFOI8LHYLbc1O3r7EyeUtXvw+6+RS1MWBoOWekl9Md8UVV9Df309PTw9r167l0UcfndPSMtKRoEooioJqUNBUA0bNgM2k0u60sc7vZvW6Nhxb3onW9TZoXQXupuJkikKUi2Yqvg9bV6F1vQ3Hlneyel0b6/0uOpw2bGYVo2ZAUw2ohvKvAVOLPvaxj+H3+8nn8/j9frq7u9mzZw/btm0DQFVVHnnkEW699VZWrFiBw+HgzjvvPO9+paZTpUyagUa7mcvbHBgU8LosDAxHGRkOExixQTZVXAZBiHIwWaGulbrmOpqa3bQ2OVjvd3FZq5N6mxmTTOZZdg8//PCs9+/cuXPq/6+//np6enrmtV8JnSplNhrw2I2sxInXbKKrwcLvTljpsWjks3nCExYgXO5iilplsuL2uelY4mPDsjrevtRJm91Kg92M22aU0KliEjpVyqwZ8NiM2Ewq9S4zHWkbVk0lk80zMZEgbJRJQUUZGS146pys9Hu4vtPD5hYvVpOKWTNgVBUJnSomoVOlNLXYHm6bzJZszkg0mWNda3HF0bEhP0mATLLY1JZNS3ObWDhGMxgtkxcztpY22tpcrG+1s8LjoM1rQVMlaGqBhE6NUBSwmVVW1dmYWF6Hoij09/sIB2NEAhH0iUEIDZe7mKJaOepQfM24fC48Pid+v4srlvno8tmxm+VrqJbIv3aNUCYHkLa77GztUGh0Gnm93s6RgTC9J02MpdMSOmLhOH3Ut9TTscRLl9/D2hY7K702/C6bjMGpMRI6NcKgMPWL0mZSaXNaaXeZsZo0Mpk84Ykw0rgmForZ6aC5xcWm5XVct9zDMo8Dm0mdGvwpmVM7JHRqxKnZCmwmFd1ZnMLCbTOSyRcYDiXpPWGV0BELxuaw0dHs5B1LXGxu9dLsNhcnn4SpAaCiNkjo1JDiDLNTt7AYVfwOG5vaXYTirfRwLclYkkw8DtEAxCaKHQyEmA+TFexecPowOxxY7BbWrm9hg9+F32HFajRIp4EaJqFTw0yaAZ/NxKZmB7oOPoeZ/tEYQ4MRJoYt5E/1ahNiPkxW1PpW6lrqaGlx4W90sMHvYlOzA6/VhFG6Q9c0CZ0aZtIMuG1GluHAbTLR1WDl97029plUctkcgQlruYsoFiOzHXe9m2XLfGxc6uMdHU5a7Fa8VlNx4KfUcmqahE4NM6oKbpsRq0mlzmliSc6GTVNJZfMEAkkCZnu5iygWI7MNX52T1X4PNyz3sqHFjUkzYFQNxWup6dQ0CZ0aVhxAClaTChQ7F4QTdja0pOgbdzE+0kpYL8x8YjZdHFB6amBpPlfikouyUbXiAE+TdWqg5xSlGCbuthY62lxsbLWzxGOn1Ss1ZnGahI6YxmbWWOGx8yfLfRgUhZEldTMeEwwmCQcixAMhmOiHeKjk5RRlYnFAnR+7z4Onzo3HY5nadKoHWlO9jbct87LMbcM2+YNGiFMkdMQURVGwmVRanBaubIN6h8ZozDPjcYeGYhzttdBvMBCNBSV0aonFiauhjraOOjo7PKxuccx4SKPDyHK3nRanFZtZQkdMJ6EjprGZVeoxYzNrtDgtZPMzl6Rtc5tQDQrxeIbo8MwvHVHFzDa89S5WLfVybZeXLY3eGQ8xqgo2s4bNpE413QpxioSOmMZuPrUCaTFsZlsGXTMoBBN5+kZj9FpsJS6hKCfFaqex0c7mdhdXtvhY1eKc+Rjl1LUM+BQzSeiIWZ36wpjte8NmVun0WVm/1EcyuZx+r4tELEEuEi4OKI0FZk8rsbgYVHD4wOFDc7qwOWy0L61nw1IfnT4bVpOKwSDBIuZHQkfMm3VyKeyrluaxmlTeaLDTPxRlZMhOeMgIibD0aKsGBhVcjXhaG2lq8dDW7KSr1cVlrfbizALSdCYugISOmDerScXnMLFOddNss7CqwcLvnGZeUxXSyTSpEVVCpxoYVCweF61+H+tX1HHVchfLXHbqbGZcVk1CR1wQCR0xb1ajiuZQcFmNNLnNNDstKApEk1lGRyKkDPJlVBUMKg63gyWtLt65ws2ftNXhtRsxqrK6p7hwEjpi3oxnjCo3qga64k6Ot6QZGvcSGltLPhGf/iS9UBxMmo4XrzNJOe9TTopSHOBpsoLZXrxWpoeIarPjb/ewqsXBSo+TRpcZt81YpgKLaiGhIy6aZlDwWI1sbLETyzRiMqmkUtOb17LZAoGJOOGJMOmJMZjok+Wxy0k1gqcFc30D7jo3Pp8do/F06BgMCiaTyubldWxstuO2GtGk04C4BCR0xEVTVQWn1cgKtwPTMgPtHhOp7PTpcyKpPD0DYd48YWQwnycXGpLQKSfNhNFbR7O/gRVLvaxpc+E8YyCnxWig02ej3WnDadFQVQkdcfEkdMRF0wwKLqs2NYHoco+DwhlNZ7FMDo9VI1/QiYYTBFVppikrVcPpcbKk3c07On28s92H/YyOAapBwTo5wNNmUqWmIy4JCR1x0TTVgMtqwGU9e5BEk1lyBZ2hSIbevjBBzVQ8ryDndUrj1ICrU6+3ZsblsbGy1c07/B7WtblwWOTrQCw8eZeJkjAYFDwWIxtbbQTWNFIo/AmJeGraqPVCvkA8GicdjUFkvDjIVJrg5k8zgbMeXPWYHTbsTjuK4dRg3+K1zW5m0+pGNrRY8VhMSCVGlIqEjigJ1aDgsGis9DrIdeo4rEaSmdy0ik4mm6d3OMrwUISxQSOkYhI6F0IzofiaqW+pp7nFxZIWF6bJTgKnXm+HRWNzm4MujxOHRUOV1BElIqEjSkIzFDsbtOrgMGoscdnIFKZ3Nkhkc7zktrLfaCCdTBMZNZWptIuc0YzL66JjiZeNy+q4epkLszr9fI3JYKDRZsZlNUroiJKS0BEloRoUnBYNi9GAz2GiLW+lcMbpnHQ2j0k1EE/nGB2NE9EkdC6IZsbldbCi1c11KzxsafXOGMhpUIrjqzRVwagaJHREyUjoiJJQFAWTdu5R7KlMnmVuB+tbU/RPeAiOdxIPNp7awekHzqXzQToxeYkXL4thWh5VKw7UNNvBbCtezjSH18Hhc7N0iYf1rXaWuuw0OE2YjTJLhKgMEjqiYhgMCnazSpfPTqizDqNqIBJLX9C+xscTBMfDxCaCMN5XnIS00pntUN+Os96Hp85Fff2FLRvhdpq5fJmXVXV27BYNgywxICqIhI6oGAaleIK7w21DMyi0uIxEUvkL2teB/ihvnDTRB8Qi44smdJz1PtqXNtC1xMOGtplr1cyFy6JOrtxpwW5WZ12eQohykdARFcOgKDjMxV/mdrNGu9tGbpaVS+eiwV4cMxSNpokN2i9lMReO2YanzkXXEg/Xd/m4vHnmqpxzoamnB3VajarUdERFkdARFcNgULBbNOyXYJBiQdcZiWXpG43Sb3MV14aZi/meOzrzORf6PF0Hm5OGBhub/C4ua/ay1u+a236EWEQqLnSy2Sxve9vbqK+v51e/+hUAkUiEO+64g0OHDuF2u3n88cdZs2YNAD/96U/5/Oc/Tz6f5/bbb+erX/1qOYsvKoTNrLGq3sbg8noymQKj/sa5PfGt+THXStaZFYkLeZ4OTc1ONq+op9NnxSZr1YgqVXGh89BDD7FhwwaGhoZm3Pfzn/+cnTt38slPfpLnnnuOcDjM3/7t3/Lyyy/T0NDANddcw29+8xve9a53lfEIRCWwmVQ6nDauWlrAYVYZifimtuln1ETeOivCW7cpZ9RgzrbtUu2vyWVmY4uddqdNFkgTVauiQufw4cP89re/5YEHHphWY9mxYwdPP/00ANu2beMv/uIvmJiY4Fe/+hXXXnstLS0tANx1113s2LFDQkecXt1Uc9FitxDLVH6XaYdJw2c14bQasZkldER1qpjQ0XWdT37yk2zfvp3h4eFp2/r7+2lvb5+67ff76e/vn3F/R0cHv/jFL0pWZlG57GYVs2bAazfRnLdQOHMkagUyGIoDNTWDgibLCIgqVdLQee9738vAwMCM+2+++Wba2trYunUrq1evnhE6Z3Nms8bZbN++ne3bt0/dDgaCcyuwWLQ01YAmlQUhKk5JQ+eXv/zlWbfdcccdvPDCC/zwhz8klUoRDofZtm0bO3fuxO/309fXx/Lly4FizaetrY329nYOHDgwtY/e3l78fv+MfXd3d9Pd3T11e83atZfwqIQQQszV2eckKbEf/ehH9Pb2cuLECX784x+zdetWdu7cCcAtt9zCI488AsDOnTvp7Oykvr6e973vfTz33HMMDQ2Ry+V47LHHuOWWW8p5GEIIIc6hYs7pnMtnPvMZ7rjjDlauXInT6eTxxx8HwO12841vfINrrrmGQqHAhz70Ia677royl1YIIcTZKPpcT4xUkTVr17L3QE+5iyGEqHGXbVxLT09tfRdVTPOaEEKI6iehI4QQomQkdIQQQpSMhI4QQoiSkdARQghRMhI6QgghSkZCRwghRMlI6AghhCgZCR0hhBAlI6EjhBCiZCR0hBBClIyEjhBCiJKR0BFCCFEyEjpCCCFKRkJHCCFEyUjoCCGEKBkJHSGEECUjoSOEEKJkJHSEEEKUjISOEEKIkpHQEUIIUTISOkIIIUpGQkcIIUTJSOgIIYQoGUXXdb3chSg1l8uF3+8v6d8MBoN4vd6S/s1yqZVjleOsLuU4zv7+fiKRSEn/ZrnVZOiUw9q1a+np6Sl3MUqiVo5VjrO61Mpxlps0rwkhhCgZCR0hhBAlI6FTIt3d3eUuQsnUyrHKcVaXWjnOcpNzOkIIIUpGajpCCCFKRkJHCCFEyUjoLJBsNsvmzZt597vfPXVfJBLhpptuYuXKlVxxxRUcPHhwattPf/pTurq6WLFiBZ/73OfKUeR5e/bZZ7niiitYv349mzZt4ic/+cnUtmo71rd6/vnnWbduHZ2dndx3333k8/lyF+mC9fX1ccMNN7BmzRrWrVvHgw8+OLXtgQceoLOzk66uLnbs2DF1/2uvvcbll1/OypUrufnmm4nFYuUo+gXr7u5G07Sp29V6nBVLFwviK1/5iv6Rj3xEv+GGG6bu+9znPqc/+OCDuq7r+tNPP61fe+21uq7reigU0tvb2/XBwUE9m83q73jHO/Tnn3++LOWej1deeUXv6+vTdV3XBwYG9MbGRn10dFTX9eo71lPy+by+YsUK/fXXX9d1Xddvu+02/V/+5V/KXKoLNzg4qO/evVvXdV1Pp9P61VdfrT/55JP6s88+q7/zne/Uc7mc3t/fr7e3t+vRaFTXdV3funWr/stf/lLXdV3/u7/7O/2LX/xi2co/X7/97W/1//Jf/ouuqqqu63rVHmclk9BZAIcOHdJvvPFG/de//vW00Fm9erV+7Nixqdutra36+Pi4/uMf/1i/8847p+7//ve/r//VX/1VSct8KWzYsEE/cOCAruvVe6y///3v9Xe+851Tt3/xi1/oN910UxlLdGn91V/9lf7d735X//jHP64/+uijU/fffvvt+o4dO/Th4WG9vb196v5Dhw7pGzZsKEdR5y2VSulXXXWVPjo6OhU61XiclU6a1y4xXdf55Cc/yXe+8x0URZm2rb+/n/b29qnbfr+f/v7+Gfd3dHTQ19dXsjJfCrt27SIej7NmzRqgeo91sZf/XAKBAE8++STvec97znqci/n4v/SlL3HvvffS0NAwdV81Hmel087/EHGm9773vQwMDMy4/+abb6atrY2tW7eyevVqhoeH57Q/vYJ7rZ/rWL/yla8A0Nvby5133snjjz8+ra18NpV8rHOx2Mt/NplMhltvvZX777+f1atXn/U4F+vxHzhwgJdffnnqPXtKtR3nYiChcwF++ctfnnXbHXfcwQsvvMAPf/hDUqkU4XCYbdu2sXPnTvx+P319fSxfvhwo/spqa2ujvb2dAwcOTO2jt7e35BOSns25jhVgdHSU973vfXzzm99k69atU/cvxmOdi/b29mm/eBdb+WeTz+f58Ic/zObNm/n0pz8NzH6cV1555dS/61vvXwzHv2vXLnp6eli2bBlQPOalS5dy3XXXVdVxLgrla9mrfs8999y0czqf/exnp51cv+aaa3RdL55c9/v9006u//rXvy5LmecjHA7rW7Zs0X/wgx/M2FZtx3pKLpfTly1bNq0jwWzHv5jcc889+t13360XCoWp+5555plpJ9j9fr8eiUR0Xdf1q666atoJ9i984QtlKffFOHVOp9qPsxJJ6CygM0MnFArp73//+/XOzk59y5Yt+muvvTa17V//9V/1zs5Offny5foDDzxQjuLO21e+8hXdYrHomzZtmrrs2rVL1/XqO9a3+o//+A99zZo1+vLly/WPfvSjejabLXeRLtiLL76oA/r69eun/g2/853v6Lpe/KJdvny53tnZqf/0pz+des7+/fv1zZs3652dnfpNN9009SW9mJwKHV2v7uOsRDINjhBCiJKR3mtCCCFKRkJHCCFEyUjoCCGEKBkJHSGEECUjoSOEEKJkJHSEEEKUjISOEEKIkpHQEeI8MpkMW7duJZFIXJL9xWIxtm7dSi6XuyT7E2IxkdARAs4ZAI8//jg33ngjNpvtkvwth8PB9ddfz49+9KNLsj8hFhMJHVGzNE3j85//PFu2bOHf/u3f+MAHPsATTzwBwI9//GPe9a53kU6neeyxx7j11lunnvenf/qn7Nq1a+p2e3s70WgUgLvvvpuPf/zjXHvttbS1tfF//+//5X/8j//B5Zdfzrp16xgdHQXgP/2n/8Rjjz1WwqMVokKUex4eIcoFmLaA1/79+/XVq1frzz33nL5lyxY9EAjomUxG93g80ybD9Pv9U6tLjo6O6p2dnVPbNm/erH/mM5/RdV3Xn3rqKd3tdusvvPCCruu6fuedd+pPPPGEruvFiUPdbreey+UW/DiFqCRS0xE17cMf/vDU/2/cuJENGzZw99138+STT+L1ehkfH8flck0tyDc6OorVasXhcACwb98+Nm3aBEA2m+XEiRN88YtfnNrne97zHq6++uqp2263GwBVVbHb7QQCgYU+RCEqioSOqFmqqmKxWKZuHzt2jNdeew1VVWlqagLAarWSSqWmHrN37142b948dXv37t1Ttw8ePMjatWuxWq1AMZCuuuqqqcfu37+fjRs3Tt1OpVJTjxWiVkjoCAGMjY1xyy238IMf/IDrr7+e73//+wB4PB6MRiPhcBgohs6pEBobG+PRRx9l/fr1QDFUtmzZMrXPvXv3Tt3OZDKMjIzQ0dEBwMTEBE6nc6rGJEStkNARNS+RSHDzzTfzpS99ibe//e18/vOf55vf/CbxeByAm266iV//+tdAMUjMZjMbN27k7rvvZsuWLfzLv/wLUAydt9aC9u3bN3W7p6eHNWvWTG37j//4D2666aaSHJ8QlUTW0xHiPF5//XU++9nP8tRTT9HV1cWLL75IY2PjRe3z/e9/P9/+9rdZtWrVJSqlEIuD1HSEOI9169Zxyy23EA6HSaVSFx04sViM22+/XQJH1CSp6QghhCgZqekIIYQoGQkdIYQQJSOhI4QQomQkdIQQQpSMhI4QQoiSkdARQghRMhI6QgghSkZCRwghRMn8f4H+/5Xul5mrAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 480x360 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "txyz = sub(uxyz1, uxyz2, kind='refractive_index')\n",
    "txyz.draw_XYZ('refractive_index', 'volume', colorbar_kind=\"vertical\", opacity=[0.1, 0.5, 0.9])\n",
    "uxy_new = txyz.to_Scalar_field_XY(z0=500*um)\n",
    "uxy_new.draw('refractive_index', has_colorbar='vertical')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 480x360 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "txyz = uxyz1-uxyz2\n",
    "txyz.draw_XYZ('refractive_index', 'volume', colorbar_kind=\"vertical\", opacity=[0.1, 0.5, 0.9])\n",
    "uxy_new = txyz.to_Scalar_field_XY(z0=500*um)\n",
    "uxy_new.draw('refractive_index', has_colorbar='vertical')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Extruxion for XY mask"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-05-02T18:19:19.767323Z",
     "start_time": "2020-05-02T18:19:19.187248Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 480x360 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x0 = np.linspace(-500 * um, 500 * um, 64)\n",
    "y0 = np.linspace(-500 * um, 500 * um, 65)\n",
    "z0 = np.linspace(0 * um, 1000 * um, 66)\n",
    "wavelength = 5 * um\n",
    "\n",
    "params = dict(x = x0, \n",
    "              y = y0,\n",
    "              z = z0,\n",
    "              wavelength = wavelength,\n",
    "              n_background = 1.,\n",
    "              info = '')\n",
    "\n",
    "\n",
    "txy = Diffractio('scalar', 'mask', x=x0, y=y0, wavelength=wavelength,  info='')\n",
    "txy.cross(r0=(0 * um, 0 * um), size=(500 * um, 250 * um), angle=0 * degrees)\n",
    "txy.draw(has_colorbar='vertical')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-05-02T18:19:20.358389Z",
     "start_time": "2020-05-02T18:19:19.772050Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/jpeg": 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BAgQKCQgAhZqtVAIECBAgQIAAAQICgHWAAAECBAgQIECAQCEBAaBQs5VKgAABAgQIECBAQACwDhAgQIAAAQIECBAoJCAAFGq2UgkQIECAAAECBAgIANYBAgQIECBAgAABAoUEBIBCzVYqAQIECBAgQIAAAQHAOkCAAAECBAgQIECgkIAAUKjZSiVAgAABAgQIECBwDAEBAgQIrEHg6c9/VZZy88lbHnniwXlw43XXrmGhFkGAAAECBHYKHDl37tzOV71CgAABAn0JdJv+meE7Tr37AVffJw/EgL54zYcAAQIEDiogABxUzPQECBDYr8Dcpn8+9p4777ri+OV5IAbsF9F0BAgQINC3gADQt6j5ESBAYFsgW/854CcP861/fmbTPz9Pnz577NjWyVddDLArIBr+ECBAgMA6BQSAdWpbFgECJQS6L/7nNv1T/Nlz544eOZIHXQywK6DEOqFIAgQIDElAABhSN4yFAIGRC3Sb/qmj2/rPt/55mk3//MxpV0e2A0AXA7pdAXnX3oAg+EOAAAECqxYQAFYtbP4ECJQQWLjpn8qz9d9t+s9CdDGg2xWQd+0NmCXymAABAgRWJCAArAjWbAkQKCSw2+H+IcjW/5KLrSUGdLsCMrG9AYVWGqUSIEBgcwICwObsLZkAgTELLPzKf+5on/3X1+0QyEfsE9i/mykJECBA4BACAsAh0HyEAIHSAgs3/SOy29E++8faMwa4fdj+MU1JgAABArsJCAC7yXidAAECCwSWH+2TDyw54GfB7Ba9tDAGOD1gEZXXCBAgQOAwAgLAYdR8hgCBggJzX/x31/UPxcLTfC+SaC4GOD3gIj19nAABAgQ6AQGgo/CAAAECiwXmNv0zUbb+D324/+Jl7PJqYoCzhHex8TIBAgQIHFJAADgknI8RIFBBYOGmfwrvtv4v/oCfPRnndgVkensD9kQzAQECBAgsERAAluB4iwCB0gLd1n93S69wdJv+ebyGrf+uAWJAR+EBAQIECFykgABwkYA+ToDABAW6Tf/Ulq3/VR/uv39BMWD/VqYkQIAAgd0EBIDdZLxOgEAtgbmN/hQ/t92/zu/790O/JAw88sSDMwfXDN0Po2kIECBQUEAAKNh0JRMgMC+Qrf+bT96SV4dwtM/84JY+n4sBTg9YquVNAgQIENgSEACsBwQIlBaY++J/7lv/0Azti/+F3UoMcLGghTJeJECAAIGdAgLAThOvECBQQmBu0z81d1v/q7iu/6pN53YFZHH2Bqza3PwJECAwUgEBYKSNM2wCBA4vsGTTPzMd49Z/ZyEGdBQeECBAgMBuAgLAbjJeJ0BgmgLd1v/oDvfffz/EgP1bmZIAAQIFBQSAgk1XMoGiAt2mf+rvtv43dV3/NfRADFgDskUQIEBgjAICwBi7ZswECBxMYOGmf2bRbf2P4kzfg9V8z9R7xgBXC72Hyn8JECBQRUAAqNJpdRKoKbDnpn9YJrz13zW9iwHHjh3Ni84P7mQ8IECAQEEBAaBg05VMYPoCc9v93eV9Uvmoz/G9+M51SSCzEgYu3tMcCBAgMEYBAWCMXTNmAgR2FZjb9M903dZ/8U3/WTIxYFbDYwIECFQTEACqdVy9BCYrsGTTPzXb+t/ZeDFgp4lXCBAgUEFAAKjQZTUSmL5Atv5vPnlL6uwu75PH3Tm+eVzhQP/DtVkMOJybTxEgQGC8AgLAeHtn5AQIbAks/OLfpv9BVw4x4KBipidAgMB4BQSA8fbOyAlUF1i46R+Ubuvft/4HXUXEgIOKmZ4AAQJjFBAAxtg1YyZQXWDPTf8A2fo/3FoiAxzOzacIECAwIgEBYETNMlQCBLYEHO6/hvVADFgDskUQIEBgUwICwKbkLZcAgQMLLPzivzvgJ7Pzrf+BTffxAWFgH0gmIUCAwJgEBIAxdctYCRQUWLjRHwfb/WteGcSANYNbHAECBFYnIACsztacCRC4KAGb/hfFt5oPiwGrcTVXAgQIrFVAAFgrt4URILBPgW7r33X99ym2zsnEgHVqWxYBAgR6FxAAeic1QwIELkqg2/TPXBZu/TvQ/6J8+/uwGNCfpTkRIEBgrQICwFq5LYwAgeUC2fp3Q9/lRIN6d3kGyFAfeeLB+XnjddcOatgGQ4AAgeICR4vXr3wCBAYokC/+33PnXfmbM33z9+y5c/nb/gxwtJWH1JrSGtSa1RqXDra9Ny3Otb06laHUToAAgUEJHBvUaAyGAAECTcBFfka0JiQGZLRnt0fcGpcYkGc7M4BdASNqq6ESIDBhAYcATbi5SiMwPoH2VfFrbjrZvv5vX/yPr4zCI15+UJAjggqvGkonQGBAAvYADKgZhkKAQATaQSMoRirQ9gacafsE7t7aM3D69J35ObtPoJVmb8BIW2zYBAhMQEAAmEATlUCAAIEhCux2aFD28GS4LenZJzDEzhkTAQJTFxAApt5h9REgQGCjArvFAGcIbLQtFk6AQGkB5wCUbr/iCQxQ4MQ1N2RUt952Kj/vujvHkmwdRuLPBAR2nh6Qoq44fnl+PuDq++SnvQET6LISCBAYhYAAMIo2GSSBQgICwLSbvTMGzGaA1C4GTHsFUB0BAkMQEACG0AVjIEDgXgEB4F6L6T5aHgNaBkj1ThSe7iqgMgIENingRmCb1LdsAgSWCLQryi+ZwFvjFciRXfmz2x3Ecn6wO4iNt7lGToDA8AXsARh+j4yQQC2B3AogG385ByABwH0AKvR+P3sD7AqosCaokQCBtQm4CtDaqC2IAIH9CuT6MDku/PY77jx65Ei7ovx+P2m6EQpkV0BG7UbCI2ydIRMgMFYBAWCsnTNuAgQITEkgMSC7ArLPJ0W1o79m7x02e0SQvQFT6rtaCBDYiIAAsBF2CyVAYLFAjv9Z/IZXCwi0XQEpNLt9EgZyEdg83nkj4RYGXCyowBqhRAIEViXgHIBVyZovAQKHE0gGaHeKzSFAmcOZs+3YkMPNzKfGLbDz9IDUM3vZUDFg3A02egIENiRgD8CG4C2WAIHdBXJbqJwGcOzY0RwKkk3A7ovh3T/hnWkK7Dw9IGtFDg1KBnAj4Wm2XFUECKxFQABYC7OFECBwKIF2RPihPupD0xHYGQPa6QEtBiQuOkNgOs1WCQECaxFwH4C1MFsIAQIECFycQGJA/ux264DMu4sBziS5OGmfJkBg+gL2rU+/xyokMDqB3Aw49wHIsNtpoNnsG10JBrxSgZ3nBjgxYKXgZk6AwMQEBICJNVQ5BKYgkACQI7xzmId7gU2hnSurQQxYGa0ZEyAwcQEBYOINVh6B0Qm0OwELAKNr3EYG3DJAFp17xuVnThHOT3sDNtILCyVAYEQCTgIeUbMMlQABAgQuEGiHhyUG5NyAZAB3ELtAxxMCBAjsImAPwC4wXiZAYEMC7QzO3AqgHQLkPgAb6sNYF3vp0a2dAG1XQB7YGzDWRho3AQKrFLAHYJW65k2AwEUIZNMt9wLLl7tOAr4IxXIfbYnx7N1bJ45nn0BWoYSBdk757K0D3EGs3JqhYAIEZgQEgBkMDwkQGJJAu9b7kEZkLKMRaKGx3US6HRfkDmKjaZ6BEiCwegEBYPXGlkCAAAECmxDYGQNm7yCWEXW3DsjjG6+7dhNjtEwCBAhsQMC+9Q2gWyQBAssFchnQTJDDNlwGdDmUd/cvsPyaoZmPg4L2j2lKAgTGLiAAjL2Dxk9gggJdAEht7gU2wQZvrqTlMaBlgIzO3oDNtciSCRBYh4AAsA5lyyBA4EACcwHAScAH0jPxcoGWATLN8lsHZAIxYLmkdwkQGK/A1uXS/CFAgAABAkUEkidbpMytA/I3h5nlb84NyN9cJih/c2LA7LkBRViUSYBAKQF7AEq1W7EExiHQ3Qw413DMJlrbXBvH0I1yVAKzRwRl4G4kPKruGSwBAocXcBWgw9v5JAECqxN453/e0Wae4zTOnNu6prs/BHoXOL8rYHu+7UbC7WqheWH2pgHt5nSOCOrd3wwJENiUgACwKXnLJUBgmcD97ntl2wJbNpH3CPQhMBsD3DSgD1HzIEBg6AICwNA7ZHwEKgvk69i2QVYZQe3rEWgxoO1uajcSPn36ziw6K+HcjYRzsSB7A9bTFEshQGBFAgLAimDNlgCB3gRyoLbTAHrTNKN9CCzfJ/Cam062s4TdOmAfliYhQGCIAgLAELtiTAQIECCwcYGdMcCNhDfeFAMgQKAXAQGgF0YzIUCAAIFpCiyPAQ+4+j6z1wx1aNA0VwJVEZicgAAwuZYqiAABAgT6FkgMyKFouShtZtzOS2l7A9qp6mJA397mR4DAagXcCGy1vuZOgAABAtMQSAbIn9Sy2x3E8la3N6BdOXQahauCAIHpCdgDML2eqogAAQIEViXQMkDbG9BuHZAlze4N6M4PdveAVfXAfAkQuGgBewAumtAMCBAgQKCYwPbOgHNtV0BKz0FB+ZsYkL85KCh/EwO6vQHFbJRLgMAIBFxcbwRNMkQCBQVOXHNDtqKyOZXtqmxmta9dCzooefgC2RuQQWZvQH7mpgFtwFccvzwPcm5AfrpaaDPxkwCB4Qg4BGg4vTASAgQIEBifQEunZ7cH3s4PTgzYeVDQ+AozYgIEpivgEKDp9lZlBMYs0L40HXMFxl5LYHs31fmDgtoRQam/xYBaEKolQGAMAgLAGLpkjARKCrTDJ0qWruixCrQYcObs2fztYkAOZhNox9pR4yYwUQEBYKKNVRaBMQu4hOKYu2fsWwLdTQNwECBAYIACzgEYYFMMiUBdgbbp3y6fku9Ncybl7XfcWZdD5SMX6M4JHnkdhk+AwNQEBICpdVQ9BEYqMLfpnyocPz3SVhr2nICD2eZAPCVAYOMCAsDGW2AABKoL7Lbp3y6o4hqg1dePcdbfXbhWjh1nA42awMQFBICJN1h5BIYssOemfwbfbUgNuRBjI7BTIKcBJMRedeXxnW95hQABApsVEAA262/pBIoK2PQv2vhKZSe75uYA2QOQs1kq1a1WAgRGIOBOwCNokiESmJhAtv6703xTWjtGojvgJ6/41n9iHa9czqVHj+ZU4Ac98OpcCfTG666tTKF2AgSGIyAADKcXRkJg+gLdF//tO1Gb/tNvefkKcyDQ0SNHciBQTgXu7gYgCZRfLwAQ2LCAALDhBlg8gSIC3aZ/6s3Wv03/In1XZgSSAS6/7NJc07a7HFBLAmKA1YMAgU0JCACbkrdcAlUE5jb9U3a39Z8r/OSpA36qrAqF62wHAiUDNIOWBMSAwmuE0glsWEAA2HADLJ7AhAWWbPqnatf3nHDrlTYn0A4EavcFEwPmcDwlQGD9AgLA+s0tkcD0Bfbc9A+BL/6nvx6ocEagZYC80N0euCUBewNmkDwkQGBNAgLAmqAthkARAZv+RRqtzEMIJAPkUzknuH12doeAGHAITx8hQODQAgLAoel8kACBCwRs+l/A4QmBXQRaDMibLQmIAbs4eZkAgRUKCAArxDVrAkUEbPoXabQyexQQA3rENCsCBA4qIAAcVMz0BAjcK2DT/14LjwgcSmD2uKDd9gZkxq4ZeihdHyJAYLGAALDYxasECCwXsOm/3Me7BA4ksDwGZFauGXogTxMTILBcQABY7uNdAgTmBWz6z4t4TqAnATGgJ0izIUBgDwEBYA8gbxMg0AnY9O8oPCCwOoHdYkCW6GJBq2M3ZwKlBI6VqlaxBAgcTsCm/+HcfIrAIQTaLTLObn/y9Omt/7abZ+fBO069Oz9vPnnL9pt+ECBA4JAC9gAcEs7HCJQSOHHNDam3bXy0bZG2XZK7+eZ1t/QqtTIodp0Cs3sDstzuLOHsCnBWwDobYVkEJiYgAEysocoh0L9Avv5v3zjeetupzN2mf//E5khgqUCLAZmk3TrgqiuP5/Hs4UB56jJBSwm9SYDABQIOAbqAwxMCBBYKtO/+21u+9V9I5EUCqxPodrK144LaXrjZw4FOvvb61S3dnAkQmJ7A0emVpCICBHoXyHeN2ebId//t6/9uc6T3BZkhAQJLBNqvXvtNzK9k/s6G8yUf9BYBAgRmBQSAWQ2PCRDYQyBf/9v638PI2wRWKZBfwPwa5m9L41lUOxlglcs0bwIEpiYgAEyto+ohsCKBK45fvqI5my0BAgcSEMIPxGViAgR2CggAO028QoAAAQIExiHQTgUex1iNkgCBwQgIAINphYEQGLxAuwTh4IdpgAQIECBAgMAyAQFgmY73CBAgQIDAYAUcmDfY1hgYgYELCAADb5DhERiWQLsM+bDGZDQECBAgQIDAQQQEgINomZYAgUsu6e5JBIMAgQ0KOCRvg/gWTWDsAgLA2Dto/AQIECBAgAABAgQOICAAHADLpAQIECBAYAgCDsYbQheMgcB4BQSA8fbOyAkQIECAAAECBAgcWEAAODCZDxAgQIAAgQ0KOA9ng/gWTWAaAgLANPqoCgIECBAgQIAAAQL7EhAA9sVkIgIECBAgQIAAAQLTEBAAptFHVRAgQIAAAQIECBDYl4AAsC8mExEgQIAAAQIECBCYhoAAMI0+qoIAAQIECBAgQIDAvgQEgH0xmYgAAQIECBAgQIDANAQEgGn0URUECBAgUFTgxuuuLVq5sgkQOKyAAHBYOZ8jUEbA5kWZViuUAAECBEoICAAl2qxIAgQIEJikwCNPPHiSdSmKAIGVCggAK+U1cwITEbCRMZFGKoMAAQIECFxyiQBgLSBAYF8CD7j6PvuazkQECKxLwG/luqQth8DUBASAqXVUPQQIECBAgAABAgSWCAgAS3C8RYDABQJXHL/8gueeECCwOQG/j5uzt2QCoxcQAEbfQgUQIECAAAECBAgQ2L+AALB/K1MSqCvQXQn02DH/06i7Gqh8OAJ+E4fTCyMhMEYB/5aPsWvGTGADAi4EtAF0iyRAgAABAisQEABWgGqWBCYtcPTIkUnXpzgCQxfwOzj0DhkfgcELCACDb5EBEhiMQHfNwSMywGCaYiAECBAgQOCgAgLAQcVMT6C0gAuPlG6/4gcgIH4PoAmGQGD0AgLA6FuoAAIECBAgQIAAAQL7FxAA9m9lSgIEtgRcfsR6QIAAAQIERi0gAIy6fQZPYDMCzkHcjLulEtgh0F2id8c7XiBAgMCuAgLArjTeIECAAAECBAgQIDA9AQFgej1VEYF1CDgTcR3KlkFgqYC7cyzl8SYBArsKCAC70niDAAECBAgQIECAwPQEBIDp9VRFBAgQIECAAAECBHYVEAB2pfEGAQIECBAYrEBuzOcM4MF2x8AIDFxAABh4gwyPAAECBAgQIECAQJ8CAkCfmuZFgAABAgTWI+AM4PU4WwqBSQoIAJNsq6IIECBAYMoCVxy/fMrlqY0AgRULCAArBjZ7AlMRcLTxVDqpjikI5ASAKZShBgIENiQgAGwI3mIJECBAgAABAgQIbEJAANiEumUSGKeAY47H2TejnprAVVcen1pJ6iFAYL0CAsB6vS2NwMgFHHgw8gYaPgECBAgQuEQAsBIQIECAAIHRCBw9cmQ0YzVQAgSGKiAADLUzxkVgqAIuPzLUzhhXCYFjx/zDXaLRiiSwUgH/H1kpr5kTIECAAIHeBI74+r83SzMiUFpAACjdfsUTOJyA7yAP5+ZTBAgQIEBgCAICwBC6YAwECBAgQGBvAScA7G1kCgIE9iEgAOwDySQECOwQsCGyg8QLBAgQIEBgHAICwDj6ZJQEBijgcOQBNsWQCBAgQIDAngICwJ5EJiBAgAABAgQIECAwHQEBYDq9VAkBAgQITFjAPrcJN1dpBNYsIACsGdziCBAgQIAAAQIECGxSQADYpL5lEyBAgACBwwnceN21h/ugTxEgQEAAsA4QILBfARsc+5UyHQECBAgQGLCAADDg5hgaAQIECBBYJPDIEw9e9LLXCBAgsC8BAWBfTCYiQKAJ2OywJhAgQIAAgbELCABj76DxEyBAgEAtgQdcfZ9aBauWAIG+BQSAvkXNjwABAgQIECBAgMCABQSAATfH0AgMUsC3j4Nsi0FVEbji+OVVSlUnAQIrExAAVkZrxgQIECBAgAABAgSGJyAADK8nRkRgwALtSqC+gxxwiwxtygLHjvlXe8r9VRuBtQn4X8naqC2IAAECBAgQIECAwOYFBIDN98AICIxLwJVAx9Uvo52MwNEjRyZTi0IIENisgACwWX9LJzBWAYcijLVzxk2AAAEC5QUEgPKrAAACBxdwIaCDm/kEgYsSOOLr/4vy82ECBC4QEAAu4PCEAIF9CjgPeJ9QJiNAgAABAkMTEACG1hHjITAaAUckj6ZVBkqAAAECBGYEBIAZDA8JEDiIgNMADqJlWgIECBAgMBQBAWAonTAOAgQIECBAgAABAmsQEADWgGwRBCYrcOlR/w+ZbHMVRoAAAQJTFfCP91Q7qy4CBAgQmKxAuyf3ZMtTGAECKxYQAFYMbPYECBAgQIAAAQIEhiQgAAypG8ZCYIQCLk8+wqYZ8rgF3I173P0zegIDEBAABtAEQyAwcgEZYOQNNHwCBAgQqCUgANTqt2oJ9CiQe4HlSqC5G0D+ygA9wpoVgVmB7V+vrd+yduFd9+GexfGYAIHDCQgAh3PzKQKlBXIEQrZC8rdlgBYDXBGo9Dqh+BUIdJv+bes/v24PeuDVjv9ZgbRZEigncOTcuXPlilYwAQIXLfD0578q87j55C3vOPXuPHjPnXfl5113n8lP/1cJgj8ELlIgW//Z7s9M2hf/2fpP5M7Wv+v/XCSsjxMgEAEBwGpAgMDhBRIDkgHy+S4GnD599uz21wpiwOFZfbK8QNv67zb945Gt/5Ovvb48DAACBPoRcAhQP47mQqCmQL6MzFeSc0cE5WvL/G1/arKomsDFCORouu6Yn/bFf/vu/2Lm6bMECBCYFbAHYFbDYwIEDinQHRGUz99626n8zK6A/MzeALsCDmnqYyUFkpwvv+zSlJ5N//zsNv0d+VNydVA0gVUJCACrkjVfAgUFuhiQI4LaWQGOCCq4Gij5cALZ9M8Hs/XfbfrnqYP+D4fpUwQILBcQAJb7eJcAgQMLtBMDZjNAZuHEgAM7+kAZgbbp3x32k2/9U3o2/fPTF/9l1gKFElirgACwVm4LI1BH4MQ1N3RnBqfq7oigPHZQUJ3VQKV7CmTrP5v+mSyn/HaX+slTm/570pmAAIFDCxw79Cd9kAABAksE8v3l3AWCMvH5GLD9MTFgiZ63KgjMfvGfenON//x0zE+F1quRwMYF7AHYeAsMgMBkBbpTAlLhwr0BMsBke6+wpQLdpn+mal/858ETH3MiP33xv1TOmwQI9CMgAPTjaC4ECOwmsCQGuEbQbmhen7DA7DE/KbM77Mem/4SbrjQCQxMQAIbWEeMhME2BhTGgXSPIfoBptlxViwTa1v/cHb4c9rOIymsECKxQQABYIa5ZEyAwJ9DFgNkjgu66+0wmEwPmrDydnkDu8JWiumN+uqv9+O5/er1WEYGBCwgAA2+Q4RGYoEBiwNz5wW4XMME2K2lGoB307w5fMyQeEiCwSQEBYJP6lk2grEC3KyAC7Y4BrhNadmWYfOHd1r87fE2+1wokMBYBAWAsnTJOAhMUmI0Bt952KhWKARNsc+GS2qZ/u8z/VVce7475CYnDfgqvF0onsHkBAWDzPTACAsUFWgx4zU0n4/CeO+/KT0cEFV8lplF+O983tbjD1zQaqgoCUxIQAKbUTbUQGLFAOzGgHQ6UMuwKGHEvyw+9++K/u9pPvvt3qZ/y6wUAAgMSEAAG1AxDIUDgxDU3zF4gSAywSoxLoNv0z7C7q/24w9e4mmi0BCoIHKtQpBoJEBiLQL4lnbtAUEZ+PgZs1+BqoWNpZcFxzh7zk/LbHb7ywOH+BVcGJRMYuIA9AANvkOERKCcwe2bwwr0BMkC5dWIMBbet/+6Ynwy5nfJ78rXXj2H4xkiAQC0BewBq9Vu1BIYv0L4uXRYDjhw5c/bs8AsxwjoC3R2+UnL3xX92Z9URUCkBAuMSsAdgXP0yWgK1BBbGgHaNIPsBaq0Kw642AaA74r+d75vxOvJn2E0zOgKlBQSA0u1XPIFRCHQxYPaIoLvuPpPBiwGj6ODkB9kFAFf7mXyvFUhgGgJHp1GGKggQmLBA+yY1B1Rk6yp/c4hF/l5+2aW5v1L7M+HalUaAAAECBHoXcA5A76RmSIBA/wILTwzIXcNcIKh/a3MkQIAAgakLCABT77D6CExIYGcMuPW2U6lPDJhQk5VCgAABAisXEABWTmwBBAj0KzAbAzLn2ZsHnz13LgcFOTGgX3BzI0CAAIGJCTgHYGINVQ6BKgKJAfnbTgzIKQEpO5dhyVkBTgyosgaokwABAgQOKyAAHFbO5wgQGIDAbAZIDEgGmI0BAxigIZQTaHuoypWtYAIERiUgAIyqXQZLgMAOgS4DdBcI6mJALs6YI4J2fMILBAgQIECgtIAAULr9iicwDYGWAeauEyoGTKO546rC3X/H1S+jJVBWwEnAZVuvcAKTEmjHXXS3DEtts3cN27pM0JEjZ86enVTNiiFAgAABAocSEAAOxeZDBAgMUmBhDMjtArI3IBkgRwTJAIPs20QGlYPQJlKJMggQmLqAQ4Cm3mH1Eagn0GJAOxhj7sQAZwXUWx1UTIAAAQLzAvYAzIt4ToDABAQW7gpIXe3mwe1IILcLmECjh1NCuxbtcMZjJAQIEFgiIAAswfEWAQLjFtgtBtx+x50pTAwYd3eHNPocYzak4RgLAQIE9hAQAPYA8jYBAmMX2BkDUlHbFZAHiQF2BYy9xcZPgAABAgcSEAAOxGViAgTGKjAXA3KNoJYBcqcAuwLG2tRhjNu9JobRB6MgQOAAAvZaHgDLpAQIjF2gxYB2x4Cddw62JTf2/ho/AQIECOxHwB6A/SiZhgCB6QjM7gp4zU0nU1h2BeTn1r0CnBgwnT6rhAABAgR2FRAAdqXxBgECExZoMeDmk7ekxvlbhjkxYMKNVxoBAgQIXHKJQ4CsBQQI1BU4+drr2+FAc7cLyIkB7hhQd7VQOQECBKYuIABMvcPqI0BgqUB2BSQDzMaATN6u6pgY0P4snYE3CRAgQIDAyAQEgJE1zHAJEOhdoDszOHPeuSugxYDeF2qGBAgQIEBgUwLOAdiUvOUSIDAggdkzgxefGHDkyJmz7XqhAxq2oRAgQIAAgUMIHHEHnEOo+QgBAhMWePrzX5XqFsaAs/k/5rlzE65daYcQyHFil192aa4qm91HOavkEHPwEQIECKxZwB6ANYNbHAECQxdYsjcglwp117Ch98/4CBAgQGAvAQFgLyHvEyBQUmAuBuRSofmKt908OPsB8qVvVOwNKLlq7Fp0TiXf9T1vECBAYEgCTgIeUjeMhQCBgQl05wfn6I52fvBVVx7PacH5m5G2GDCwIRsOAQIECBDYQ8AegD2AvE2AQHGBuV0B0XDn4OKrxMLykw8Xvu5FAgQIDFBAABhgUwyJAIHBCczGgAwuRwSJAYNr0uYGlMPDNrdwSyZAgMCBBQSAA5P5AAECZQVmY8BrbjoZh7kY4KyAsuuGwgkQIDAiAecAjKhZhkqAwCAEWgxoh3y0r367OwdfetT/VAfRo3UOop0Qss4lWhYBAgQuUsAegIsE9HECBCoKtAxw4pobUnwOB8rPbldAMoDbBVRcJ9RMgACB8Qj4smo8vTJSAgQGJpC7PuXKj90FgrI3ILsC8jdfCScGuEbQwNq1kuHo8kpYzZQAgRULCAArBjZ7AgQmLZBdAckAYsCkm6w4AgQITE3AIUBT66h6CBBYs8DsmcE3n7wlS587KCj3Czhz/g7Cax6axREgQIAAgQUC9gAsQPESAQIEDirQYkC7F+zO84MdEXRQT9MTIECAwOoE7AFYna05EyBQS2DPXQFnL7nEdUJrrROqJUCAwCAFBIBBtsWgCBAYrcCSGHD69PkjgcSA0bbXwAkQIDAFAQFgCl1UAwECQxPYLQbcfsedGWp2BeSPGLDN4AcBAgQIrFvgiH+B1k1ueQQIFBN4+vNflYq784Nzx4DsCsgrbhcwgRUhlwHNBV+vuvJ4TvzIZWEnUJESCBCoIOAk4ApdViMBApsU2Hl+cHfn4Gw+5s8mB2fZhxVovXMb4MP6+RwBApsUcAjQJvUtmwCBIgKzRwSl5FwntLtzcJ46Imh0q0G2/tumf8tyGX+7ANToCjFgAgRqCjgEqGbfVU2AwMYE2hFBr7npZEZwQQzIEZnnzm1sWBa8P4G2xyZb/23TP7d/zucc/7M/PFMRIDAUAQFgKJ0wDgIESgmcuOaG1Dt/yzAnBgx7JZj94r/b9M+QHf0/7L4ZHQEC8wLOAZgX8ZwAAQJrEGibjN0tw7I1mW+U8zdfLbtr2Br8D7eI9sV/2tRt/efIHwf/HA7TpwgQ2KCAPQAbxLdoAgSqC+RwoO7qQLGYOyIorzgoaCCrSPvuf3bTPwPLpn87u2MggzQMAgQI7FNAANgnlMkIECCwEoG5i4RmGWLASqAPO9PZg/7zxX/badO+9bf1f1hUnyNAYMMCAsCGG2DxBAgQiMDyGHDm/B2EUa1boNv6z5X+s+xu69+m/7o7YXkECPQqIAD0ymlmBAgQOKxAywD59G4HBYkBh6U9zOe6Tf98uN3nKw988X8YSp8hQGB4AgLA8HpiRAQIFBbYbVdASO66+4xTAtazarQj/rOsHPSfnw964NU2/dcjbykECKxHQABYj7OlECBA4AACu8WAZIDMRQw4AOUBJ5394r+d8pvDfmz9H1DR5AQIDF1AABh6h4yPAIGyAgtjwOnTZ89u3y9MDOh9xZj74r+d8putf0f8905thgQIbFZAANisv6UTIEBgD4G5GJBrBCUD5DNiwB5wB3m7++K/HfPTXebfHb4OomhaAgRGI+BGYKNplYESIFBToH393I5CyeEoOR49G6n5m5tS5W/7U1Omr6pj2DC7rf84d0f+9LUU8yFAgMBwBOwBGE4vjIQAAQLLBGZ3Bdx626lM2nYF5IG9Acvg9novt17uNv0zbbfp78ifveS8T4DAWAUEgLF2zrgJEKgp0MWAd5x6t1uGXeQ60L77z9Z/d8xPZuiU34tU9XECBIYvIAAMv0dGSIAAgXmBxIDcLiAZIG/MxQAnB89jLXqeTf+8nCN/Zrf+bfovovIaAQITFBAAJthUJREgUETgxDU3pNKdMcAtw5avAN3Wv/v7LofyLgECUxUQAKbaWXURIFBCYGcGSNnt3AAxYOca0G365618958zqvPAF/87obxCgMC0BY5NuzzVESBAYNoCbeM1hwOlzG5XQDZtkwFybmtODnZEULcCdFv/8cmL3da/k307Ig8IECgiYA9AkUYrkwCBKQt0ZwanyC4G5HF3x4DiMaDb9I9JO+jfpX6m/PugNgIE9hIQAPYS8j4BAgRGIiAGLGxUtv5zsm/eal/8twv+PPExJ3zxv5DLiwQIVBAQACp0WY0ECFQRmM0AqXnn3oBSJwbs/OI/Ju27f1v/VX4l1EmAwCIBAWCRitcIECAwZoHZGDCbAVJTDgoqcmLAzi/+s+kfgZw1Yet/zGu3sRMg0IOAANADolkQIEBggAK7xYC77j6T0U7+rICd9/dN1bb+B7iiGhIBAusXEADWb26JBAgQWJ/AwhjQ9gNkEJOMAe27/+6I/+6L/9Tru//1rXmWRIDAgAUEgAE3x9AIECDQh8BsBsj82kFBt99xZx5P73Cgbuu/nezraj99rEHmQYDA1AQEgKl1VD0ECBBYKDAbA5IB3nPnXZlsStcJ7U75nbu/b8r0xf/CVcKLBAiUFRAAyrZe4QQIVBSYjQG33nYqBF0GyOORHhHUbfqnBJf5r7haq5kAgQMKCAAHBDM5AQIExi/QxYDddgW0TeoU2q6gnyOFuqKHFhK6rf920H93f98M2Bf/Xdc8IECAwKyAADCr4TEBAgSqCMxmgNQ8e0TQLEH7Qn323RYGhhADuk3/DLjb+s91fvLUpv9sEz0mQIDAnIAAMAfiKQECBAoJJAbcfPKWdlpwym4b+nnQnUHbWbTjhfJ0IIcMdVv/bdPf/X27TnlAgACBPQUEgD2JTECAAIGJC5y45oZU2GJAMsDcxvTsvoLZXQH5yEYuItRt+mcAbQdFHri/bxD8IUCAwD4FBIB9QpmMAAECUxZouwJSYWLAwo3p2X0FczHgzNmza6PJ1n87LWH2i/+FA17bkCyIAAECoxMQAEbXMgMmQIBA/wLta/7MN0cELbld7ty+gkyfkwHOnDm3nl0Bs1v/swcpLRlw/1LmSIAAgfELCADj76EKCBAg0JNAiwHLz6BtGSAL7A4ZyuM13Fq4bf3v/OI/S18+4J5szIYAAQLTERAAptNLlRAgQGANAi0kZEdBW1YXA7oMkNd7v0ZQtv4vv+zSzNkX/2tosUUQIDB5AQFg8i1WIAECBPoXWBgDbr/jziyp3+uEZtM/88xx/+183xzun6eu9dl/R82RAIFKAgJApW6rlQABAr0KzJ45kBn3fmvh7qD/q648nvl3W/+O+em1jWZGgEA5AQGgXMsVTIAAgX4FZvcG5Iig2WsEHXpvQPfFf4aa7/7d37fflpkbAQLFBQSA4iuA8gkQINCPQIsBr7npZGbXMkAeHOKuYXOb/plJt/Xvi/9+WmUuBAiUFxAAyq8CAAgQINCfQGJAd2vhQ8SAbuu/u9pPu8Z/Bmjrv78umRMBAtUFBIDqa4D6CRAg0LvAztsFtF0BWdBudwzoNv0zzdzWv03/3htkhgQIFBc4Vrx+5RMgQIBA7wLtKj3tUqHddUKzlMSAXM8n9w2eu05ot/XfbfpnYvf37b0vZkiAAIEmYA+ANYEAAQIE+heYu0DQbAy46+4zbXktBmTrP6kgr3Rb/672038/zJEAAQIzAgLADIaHBAgQINCrwG4xoLtr2NymfxZu67/XDpgZAQIEFggIAAtQvESAAAECPQq0GDB78+CcH9ydFbDzi/8s2nH/PfqbFQECBOYEBIA5EE8JECBAYCUCczGg3TUsS7ri+OX56Yv/laCbKQECBBYJCACLVLxGgAABAqsR6GJAOysgC+k2/fPYF/+rUTdXAgQIXCAgAFzA4QkBAgQIrEEgMaDdLiBb/+2SQTb918BuEQQIEGgCAoA1gQABAgQ2I5DbBdj63wy9pRIgUFvAfQBq91/1BAgQ2JxAtv598b85fksmQKCugD0AdXuvcgIECBAgQIAAgYICRwvWrGQCBAgQIECAAAECZQUEgLKtVzgBAgQIECBAgEBFAQGgYtfVTIAAAQIECBAgUFZAACjbeoUTIECAAAECBAhUFBAAKnZdzQQIECBAgAABAmUFBICyrVc4AQIECBAgQIBARQEBoGLX1UyAAAECBAgQIFBWQAAo23qFEyBAgAABAgQIVBQQACp2Xc0ECBAgQIAAAQJlBQSAsq1XOAECBAgQIECAQEUBAaBi19VMgAABAgQIECBQVkAAKNt6hRMgQIAAAQIECFQUEAAqdl3NBAgQIECAAAECZQUEgLKtVzgBAgQIECBAgEBFAQGgYtfVTIAAAQIECBAgUFZAACjbeoUTIECAAAECBAhUFBAAKnZdzQQIECBAgAABAmUFBICyrVc4AQIECBAgQIBARQEBoGLX1UyAAAECBAgQIFBWQAAo23qFEyBAgAABAgQIVBQQACp2Xc0ECBAgQIAAAQJlBQSAsq1XOAECBAgQIECAQEUBAaBi19VMgAABAgQIECBQVkAAKNt6hRMgQIAAAQIECFQUEAAqdl3NBAgQIECAAAECZQUEgLKtVzgBAgQIECBAgEBFAQGgYtfVTIAAAQIECBAgUFZAACjbeoUTIECAAAECBAhUFBAAKnZdzQQIECBAgAABAmUFBICyrVc4AQIECBAgQIBARQEBoGLX1UyAAAECBAgQIFBWQAAo23qFEyBAgAABAgQIVBQQACp2Xc0ECBAgQIAAAQJlBQSAsq1XOAECBAgQIECAQEUBAaBi19VMgAABAgQIECBQVkAAKNt6hRMgQIAAAQIECFQUEAAqdl3NBAgQIECAAAECZQUEgLKtVzgBAgQIECBAgEBFAQGgYtfVTIAAAQIECBAgUFZAACjbeoUTIECAAAECBAhUFBAAKnZdzQQIECBAgAABAmUFBICyrVc4AQIECBAgQIBARQEBoGLX1UyAAAECBAgQIFBWQAAo23qFEyBAgAABAgQIVBQQACp2Xc0ECBAgQIAAAQJlBQSAsq1XOAECBAgQIECAQEUBAaBi19VMgAABAgQIECBQVkAAKNt6hRMgQIAAAQIECFQUEAAqdl3NBAgQIECAAAECZQUEgLKtVzgBAgQIECBAgEBFAQGgYtfVTIAAAQIECBAgUFZAACjbeoUTIECAAAECBAhUFBAAKnZdzQQIECBAgAABAmUFBICyrVc4AQIECBAgQIBARQEBoGLX1UyAAAECBAgQIFBWQAAo23qFEyBAgAABAgQIVBQQACp2Xc0ECBAgQIAAAQJlBQSAsq1XOAECBAgQIECAQEUBAaBi19VMgAABAgQIECBQVkAAKNt6hRMgQIAAAQIECFQUEAAqdl3NBAgQIECAAAECZQUEgLKtVzgBAgQIECBAgEBFAQGgYtfVTIAAAQIECBAgUFZAACjbeoUTIECAAAECBAhUFBAAKnZdzQQIECBAgAABAmUFBICyrVc4AQIECBAgQIBARQEBoGLX1UyAAAECBAgQIFBWQAAo23qFEyBAgAABAgQIVBQQACp2Xc0ECBAgQIAAAQJlBQSAsq1XOAECBAgQIECAQEUBAaBi19VMgAABAgQIECBQVkAAKNt6hRMgQIAAAQIECFQUEAAqdl3NBAgQIECAAAECZQUEgLKtVzgBAgQIECBAgEBFAQGgYtfVTIAAAQIECBAgUFZAACjbeoUTIECAAAECBAhUFBAAKnZdzQQIECBAgAABAmUFBICyrVc4AQIECBAgQIBARQEBoGLX1UyAAAECBAgQIFBWQAAo23qFEyBAgAABAgQIVBQQACp2Xc0ECBAgQIAAAQJlBQSAsq1XOAECBAgQIECAQEUBAaBi19VMgAABAgQIECBQVkAAKNt6hRMgQIAAAQIECFQUEAAqdl3NBAgQIECAAAECZQUEgLKtVzgBAgQIECBAgEBFAQGgYtfVTIAAAQIECBAgUFZAACjbeoUTIECAAAECBAhUFBAAKnZdzQQIECBAgAABAmUFBICyrVc4AQIECBAgQIBARQEBoGLX1UyAAAECBAgQIFBWQAAo23qFEyBAgAABAgQIVBQQACp2Xc0ECBAgQIAAAQJlBQSAsq1XOAECBAgQIECAQEUBAaBi19VMgAABAgQIECBQVkAAKNt6hRMgQIAAAQIECFQUEAAqdl3NBAgQIECAAAECZQUEgLKtVzgBAgQIECBAgEBFAQGgYtfVTIAAAQIECBAgUFZAACjbeoUTIECAAAECBAhUFBAAKnZdzQQIECBAgAABAmUFBICyrVc4AQIECBAgQIBARQEBoGLX1UyAAAECBAgQIFBWQAAo23qFEyBAgAABAgQIVBQQACp2Xc0ECBAgQIAAAQJlBQSAsq1XOAECBAgQIECAQEUBAaBi19VMgAABAgQIECBQVkAAKNt6hRMgQIAAAQIECFQUEAAqdl3NBAgQIECAAAECZQUEgLKtVzgBAgQIECBAgEBFAQGgYtfVTIAAAQIECBAgUFZAACjbeoUTIECAAAECBAhUFBAAKnZdzQQIECBAgAABAmUFBICyrVc4AQIECBAgQIBARQEBoGLX1UyAAAECBAgQIFBWQAAo23qFEyBAgAABAgQIVBQQACp2Xc0ECBAgQIAAAQJlBQSAsq1XOAECBAgQIECAQEUBAaBi19VMgAABAgQIECBQVkAAKNt6hRMgQIAAAQIECFQUEAAqdl3NBAgQIECAAAECZQUEgLKtVzgBAgQIECBAgEBFAQGgYtfVTIAAAQIECBAgUFZAACjbeoUTIECAAAECBAhUFBAAKnZdzQQIECBAgAABAmUFBICyrVc4AQIECBAgQIBARQEBoGLX1UyAAAECBAgQIFBWQAAo23qFEyBAgAABAgQIVBQQACp2Xc0ECBAgQIAAAQJlBQSAsq1XOAECBAgQIECAQEUBAaBi19VMgAABAgQIECBQVkAAKNt6hRMgQIAAAQIECFQUEAAqdl3NBAgQIECAAAECZQUEgLKtVzgBAgQIECBAgEBFAQGgYtfVTIAAAQKjFvjIj/zIF77whaMuweAJENiggACwQXyLJkCAAAECBAgQILBuAQFg3eKWR4AAAQIECBAgQGCDAgLABvEtmgABAgQIECBAgMC6BQSAdYtbHgECBAhUFnjSk570+Mc/fqfAox/96Kc+9and67/8y7/8RV/0Rfe73/0+/MM//Jprrnn961//1re+9ciRI3//93/fTdMeLDwf4FnPetYnf/Ind1OeO3fupS99aRbxAR/wAfe///2/9Eu/9A1veEP3bh78yZ/8ycMf/vCrrrrqsz7rs97ylrfMvuUxAQLTExAAptdTFREgQIDAcAW+9Vu/9XWve91tt902O8S/+7u/e+Mb3/gt3/ItefHMmTNf9mVfljDw0Ic+9Kd/+qdf8IIXtE32H/7hH579yP4f/9///d/nfd7nPfvZz04AeMUrXvGTP/mTH/qhH/olX/Il119/fZvJu971rjz9wA/8wJe97GVXXHHF4x73uLvvvnv/8zclAQKjEzg2uhEbMAECBAgQGK/AZ3/2Z3/sx37sz/3cz/3gD/5gV0U2yj/t0z7tUz/1U/PKj/zIj+Tr+Te96U2f9Emf1Cb4yq/8yq/5mq/JRnw3/YEePPOZz3z729/+13/919mf0D74FV/xFU9+8pMf85jHfOInfuITn/jEN7/5zf/5n//54he/ODsT8sqP/uiPnjp16gEPeMCBlmJiAgRGJGAPwIiaZagECBAgMAWB7ARIADh9+nQr5vbbb3/5y1/+tKc9LU9zrE62v5/73Od2W/9tmkc84hHPeMYzDlF8vsvPwT8JFd3Wf5vJIx/5yG/4hm/4iZ/4iTzNUUZHjx7NkLLz4SEPeUge2Po/BLWPEBiRgAAwomYZKgECBAhMQSBf599xxx2/9Vu/1YrJ1v9ll132VV/1VXl6yy23/Pd///cXfuEX7qzzC77gC3a+uOcrf/u3f3vnnXc+4QlPyPkDc39uvPHGdkbBR3/0R+dxwsBHfMRH/NAP/dB73vOePWdrAgIERi3gEKBRt8/gCRAgQGB8AjnX9mu/9mtzfH/O7s3of+qnfurrv/7rjx8/nsdnz57Nz27nwGxt7a3ZV9rjyy+/PEf5z72egNFeyZH9eZBTih/84AfPTTP7NPsfcnZyosiP//iPv/rVr7755pvf933fd3YCjwkQmJKAADClbqqFAAECBMYhkKOAHvawh/3DP/xDzgbOGcDd3oB8GX+f+9znd3/3dz/lUz5lrpK56/Z0737wB3/w3CnFeevWW29tE+TdD/qgD/qP//iPr/7qr+4+0h4kgbRDfbKLIDsH7nvf+37Hd3xHdkRkP8BNN92UcwPmpveUAIHJCDgEaDKtVAgBAgQIjEbg4z/+43M28M/8zM/k9N9c7rP7ej4b4t/5nd+Z43DmrsWZc4Jf9KIXLSwvR/P/5m/+Zk7b7d7N+b7Zgu+ePu95z3vOc56TF7tX8iBf83/bt31b2z/wXd/1Xd0pB1deeeWxY8dyGNLsxB4TIDAxAXsAJtZQ5RAgQIDAOASyE+CbvumbcqzOb/zGb8yO+LrrrvvzP//zz/iMz8gEj3rUoy699NI/+IM/eMlLXpKjhn7xF39xdsr2+Nu//dtf9apXJQbk+/sHPehBJ0+eTFTIx7ujgHKy7x//8R9/+qd/erb4P+dzPifnGWeJOSgoB/3nqv+ZSa4ylL0BmeyLv/iLc53QnBD82Mc+dueCvEKAwGQEjuR/BJMpRiEECBAgQGAsArk+z4d92IflCP4crpOt/Llhv/KVr/ylX/qlv/qrv8rr2Xb/uq/7ulygM4fxZFs/F+3J9TqzNZ9v7tunchHP7/3e782B++94xztyLdG8/o//+I9/+qd/mmP6u9n++q//ei7vk3iQZZ04cSL7BHLh0e7dX/3VX73hhhsyko/7uI/7sR/7seSE7i0PCBCYnoAAML2eqogAAQIECBAgQIDArgLOAdiVxhsEpiqQg4m7qwH+yq/8yvIyf+/3fi9HBeRMwXxVmbMDcyDB7PTL352d0uNVCByolcsnzlmnuc/U+73f++UesTkg5G1ve9sqBmyeCwWWt2buI8s7lVsId7/d7UF2I8zNwdPVCRyolf/0T/+UfuXc6xy49f3f//1zl3J65zvf+ZSnPCX/782fHP2V07hXN2xznhM4UB+X/9IN9l9JAWCu6Z4SmL5Azj7MsQH5c8UVVyyvNmco5vTE/PuUQ4pzccCcGvjoRz/6137t19qnlr+7fM7e7UVg/63M4pZMnJ7mmO9cLuYXfuEX0ugcT/IJn/AJuX58L4M0kz0FlrRm7rN7duqtb33rs571rPYL3n4mwM/NxNPVCey/ldncz90ecsuFfAvz7Gc/O2d35BSObmB33XVX/mebuzTk3IycJp625i4QOWasm8CDlQrsv48ZxpJfukH/K5lzAPwhQKCmQC73kRMBd6v9v/7rv3Ih8Ouvv352ghxnnC+Jc+PS5e/OfsTjNQgsb+XcAOYmzqbGh3zIh3zjN35jN1muN5+Nj8///M/vXvFgPQJzrZlb6J6d+t///d+cv/vGN75x7oOerl9geSsznmS593mf98nVltrYcmpHzs1IHuie5t1E8fb07W9/e75/yanb7amfaxPYs49LfukG/q+kPQArzZBmTmDEAjmh8H/+53++53u+Z7aGZz7zme9617tyTZLl785+xOOBC+SCM//2b/+WznbjzKEjuSDMH/3RH505c6Z70YONC+zZqdxPIOHtoQ996MaHagB7CmQH7Hd/93fnng9tyo/5mI/Jr1vO4W5P08qc5/3+7//+7WmOAnrgAx+Yu0bsOVsTrFlgyS/dwP+VdBnQNa8qFkdgNAL/+q//er/73a/796mNO4cDZbdAjkbNl5FL3h1NkQZ6ySWXXXbZl3/5l+fQ/1mM3JU2N4fKrp7s8Jl93eMNCuzZqRyKkF/P+9///v/yL/+SFDfX0w2O3KJ3Cvy/7T/d67kTXDb3cwu29kou9HTLLbf8+7//e27illcS0XOvtxyX0k3vwUAElvzSLf83dOPjtwdg4y0wAAIDFXj3u9991VVX7RxctjByffHl7+78lFcGK5A7zubQglyMcnaEr3vd6/IFpK3/WZONP96zU9kWyXZ/vkvO5mPO2s/Xxs4A3njXlg8gMTu3fXjc4x6Xa7DmNIC0r02fKy6kgzkFK5dnzcFCCQu5uqtrsy7H3Mi7S37pBv6vpACwkRXGQgmMQ6D712h2uDnIuD1d/u7sRzwel8Dv//7vv+xlL/uBH/iBcQ274GjnOpXztnPYXm4u9s///M/5wvgZz3hGHr/whS8sKDOWknPI1t/8zd/kpg0ZcLvnQxv5e7/3e+ec4Lxy7bXXPvGJT8xdnJ/2tKflePSx1FVnnMt/6Yb8r6RDgOqspSolQIDA3gI50Pyaa67JbafyZ++pTbE5gZ2deu5zn5vT9NvNfTOunNeR7cj8fPKTn5y9AZsbqSXvKpAG5eCfvJ3btD3pSU/KUUC5r3OevvjFL07jbrzxxlyTN09ztYanPvWp+UY5N4fedV7e2ITAkl+6TQznAMu0B+AAWCYlUE0g307tLLl7sXswO83CF2cn8HjIAtmmzNUGcwmg3DJ2yOM0toWdyv19u63/RpQ9ADm1NOdzExu4wBOe8IRv/uZvzkV4M85cWCaXX3ve856XMJAzOvInt3b+vu/7vrw4d6+AgRdVYXjLf+kW/oO48MX1WwkA6ze3RALjEMjpv7ngz86x5luoHBq+/N2dn/LK8AVOnjyZC5Nn679dkXD4Ay47woWd+su//Mvf/u3fnjPJecP57j9HBM297ulmBXLYz0te8pK5MXzu535ubg2W6yvkwjL532xuLzU7QZ7mspI5M3j2RY83K7D8l27g/0oKAJtdeSydwHAFctW5U6dO5Z+c2SHmutS5cHXuGLX83dmPeDwKgbe85S357j83A85Jh9lqHMWYaw5yt079xV/8RY7dykmlsyz5bc2lSFw9ZtZkCI9zmaanP/3pucrW7GBydbV82Z/T8XOxtbye/QCz7+bsjjy9+uqrZ1/0eLMCy3/pBv6vpACw2ZXH0gkMSyCX93nDG96Qm9FkWPkmOMenzp1BmGNSc2mgRzziEcvfHVZVJUcz28o9AfLPWDvyJ1v/ud/QntObYG0Cc31c0qlcSSa/sDkieXZsOZM715GcOy5odgKP1yYw28pHPepRuc/XC17wgm7puctvu2tsXskFuHIdp5//+Z/v3s2D3KX7IQ95SBLC7Iser19gto/Lf+kG/q+k/9Gvf+WxRALDFXjb296WDcHsZf6oj/qo/Pv08pe/PNegyCWo287o3/md33npS1/6ohe9KG+lhuXvDrfIGiObbeXyinMVizQ914zPbYmyR3t24hzeuvAqFrPTeLxSgdk+Lu9Uzh/NNmLOGc31f/Jrm+OMX/GKV+Ryrjm7dOH1fFc6bDPfKTDbylzPJxf3zP03cuev/MyX/Tn6P1f9f/3rX98+mEuCPvaxj82BQGll7nr7yle+8tWvfnX37s6Ze2VtArN93POXbsj/SgoAa1tnLIjA+AQe//jH56jin/3Zn831BPO1RzYHX/va1+bFVsnyd8dXbdUR/+Ef/uH/t/3nMz/zM+cMcjzJe73Xe8296OmmBPbsVIJ6bj6ak0ef8pSn5EiShz/84W9+85sf9rCHbWrAlrtEINf4z1cqz3nOc7KJn2N+cvRdLgeUuyu2j+TL4z/7sz/LWb+5+E9O485NAN70pjfl/8BLZuitjQgs/6Ub8r+SR5IsN0JmoQQIECBAgAABAgQIrF/AOQDrN7dEAgQIECBAgAABAhsTEAA2Rm/BBAgQIECAAAECBNYvIACs39wSCRAgQIAAAQIECGxMQADYGL0FEyBAgAABAgQIEFi/gKsArd/cEgkQIDAOgQNcI2L3SWfemXl4IcC9b9z76N4pFr12ycwFLLbePz/NPZPe89+tmXTXumgvdm+1OZzb/mg3t3tePL/09tl7Xtz679bf7Vl0b7UZnt1+9ez5t84vtD3NWxdMc3Z7Jpdc0j5yZnuirWm2h9KmPb39Yl5pc2hPz09z7pIz2/O7Z5qtJ/l75szWQjK3radbH9x6evrs2a0X75n5+WVtv5c5n92e+8zMtxa+PZvzH2xLbLPNz0yfmW59cHvmcyPvZp4ptyfbGsAF09zzwVbU9szbNJlwS2zrz/Znuw+2V/K0DbV9MBNtT3h+GFuPz9NtzadNmQfbr11ybgtge+bbH9oe+Plptj+3/e72fNtbbeL8vGdZWyPcfrr1oC13+8H2i+c/eH6aNoc2zdzcFj7NlPd8ZGtu55/c8+Ce97beyp/2dG6as+fLa5NcME035VYz7vl492Bubgedppv5+QfnARYP4MJptprXBnTPz5nm3dOtjPeed7eGfuHT8x3dmiB/7v3I1pMFM996uc1t+4P3Pu0W0T2Ym9vc0wPM/H9PvjjLGfgfewAG3iDDI0CAAAECBAgQINCngADQp6Z5ESBAgAABAgQIEBi4gAAw8AYZHgECBAgQIECAAIE+BQSAPjXNiwABAgQIECBAgMDABQSAgTfI8AgQIECAAAECBAj0KSAA9KlpXgQIECBAgAABAgQGLiAADLxBhkeAAAECBAgQIECgTwEBoE9N8yJAgAABAgQIECAwcAEBYOANMjwCBAgQIECAAAECfQoIAH1qmhcBAgQIECBAgACBgQsIAANvkOERIECAAAECBAgQ6FNAAOhT07wIECBAgAABAgQIDFxAABh4gwyPAAECBAgQIECAQJ8CAkCfmuZFgAABAgQIECBAYOACAsDAG2R4BAgQIECAAAECBPoUEAD61DQvAgQIECBAgAABAgMXEAAG3iDDI0CAAAECBAgQINCngADQp6Z5ESBAgAABAgQIEBi4gAAw8AYZHgECBAgQIECAAIE+BQSAPjXNiwABAgQIECBAgMDABQSAgTfI8AgQIECAAAECBAj0KSAA9KlpXgQIECBAgAABAgQGLnDk3LlzAx+i4REgQIAAAQIECBAg0JeAPQB9SZoPAQIECBAgQIAAgREICAAjaJIhEiBAgAABAgQIEOhLQADoS9J8CBAgQIAAAQIECIxAQAAYQZMMkQABAgQIECBAgEBfAgJAX5LmQ4AAAQIECBAgQGAEAgLACJpkiAQIECBAgAABAgT6EhAA+pI0HwIECBAgQIAAAQIjEBAARtAkQyRAgAABAgQIECDQl4AA0Jek+RAgQIAAAQIECBAYgYAAMIImGSIBAgQIECBAgACBvgQEgL4kzYcAAQIECBAgQIDACAQEgBE0yRAJECBAgAABAgQI9CUgAPQlaT4ECBAgQIAAAQIERiAgAIygSYZIgAABAgQIECBAoC8BAaAvSfMhQIAAAQIECBAgMAIBAWAETTJEAgQIECBAgAABAn0JCAB9SZoPAQIECBAgQIAAgREICAAjaJIhEiBAgAABAgQIEOhLQADoS9J8CBAgQIAAAQIECIxAQAAYQZMMkQABAgQIECBAgEBfAgJAX5LmQ4AAAQIECBAgQGAEAgLACJpkiAQIECBAgAABAgT6EhAA+pI0HwIECBAgQIAAAQIjEBAARtAkQyRAgAABAgQIECDQl4AA0Jek+RAgQIAAAQIECBAYgYAAMIImGSIBAgQIECBAgACBvgQEgL4kzYcAAQIECBAgQIDACAQEgBE0yRAJECBAgAABAgQI9CUgAPQlaT4ECBAgQIAAAQIERiAgAIygSYZIgAABAgQIECBAoC8BAaAvSfMhQIAAAQIECBAgMAIBAWAETTJEAgQIECBAgAABAn0JCAB9SZoPAQIECBAgQIAAgREICAAjaJIhEiBAgAABAgQIEOhLQADoS9J8CBAgQIAAAQIECIxAQAAYQZMMkQABAgQIECBAgEBfAgJAX5LmQ4AAAQIECBAgQGAEAgLACJpkiAQIECBAgAABAgT6Evj/AeEEKP6yAAIjAAAAAElFTkSuQmCC",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 480x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "uxyz = Diffractio('scalar', 'mask', **params)\n",
    "\n",
    "# if z0 or z1 is None, the mask is extruded to the limits of the z axis.\n",
    "uxyz.extrude_mask_XY(txy=txy, z0=250*um, z1=750*um, refractive_index=1.5)\n",
    "uxyz.draw_XYZ('refractive_index', 'volume')\n",
    "\n",
    "uxz_new = uxyz.to_Scalar_field_XZ(y0=0*um)\n",
    "uxz_new.draw_refractive_index()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Extruxion for XZ mask"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 480x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x0 = np.linspace(-100 * um, 100 * um, 64)\n",
    "y0 = np.linspace(-100 * um, 100 * um, 65)\n",
    "z0 = np.linspace(0 * um, 200 * um, 66)\n",
    "wavelength = 0.5 * um\n",
    "\n",
    "uxz = Diffractio('scalar', 'mask', x=x0, z=z0, wavelength=wavelength, n_background=1)\n",
    "uxz.semi_cylinder(\n",
    "    r0=(0 * um, 50 * um), radius=75 * um, refractive_index=2, angle=0 * degrees\n",
    ")\n",
    "\n",
    "uxz.draw_refractive_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "uxyz = Diffractio('scalar', 'mask', x=x0, y=y0, z=z0, wavelength=wavelength, n_background=1)\n",
    "    \n",
    "uxyz.extrude_mask_XZ(txz=uxz, y0=0*um, y1=100*um, refractive_index=1.5, n_new = None)\n",
    "\n",
    "uxyz.draw_XYZ(kind= \"refractive_index\", drawing= \"volume\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Extrude radial from XZ"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Rotation\n",
    "\n",
    "There are two kinds of rotation at XYZ frame: rotation around a point or rotation around an axis.\n",
    "The rotations are defined by an dictionary. These are two examples:\n",
    "\n",
    "```python\n",
    "\n",
    "rotation1 = dict(kind = 'axis', point=(50,0,0), axis=(0,0,1), angle=90*degrees)\n",
    "\n",
    "rotation2 = dict(kind = 'point', point=(0.,0.,0.), angle=(45*degrees, 45*degrees, 45*degrees))    \n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "x0 = np.linspace(-100*um, 100*um, 64)\n",
    "y0 = np.linspace(-100*um, 100*um, 64)\n",
    "z0 = np.linspace(-100*um, 100*um, 64)\n",
    "wavelength = 0.6238*um\n",
    "radius = 80*um\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "rotation1 = dict(kind = 'axis', point=(0,0,0), axis=(0,0,1), angle=45*degrees)\n",
    "\n",
    "t1 = Diffractio('scalar', 'mask',x=x0, y=y0,z=z0, wavelength=wavelength)\n",
    "t1.cylinder(r0 =(0,0,0), radius = (50*um, 20*um), length=100*um,\n",
    "                 refractive_index= 1.5, rotation=rotation1)\n",
    "\n",
    "t1.draw_XYZ(kind= \"refractive_index\", drawing= \"projections\", opacity='sigmoid', filename='')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "rotation2 = dict(kind = 'point', point=(0.,0.,0.), angle=(45*degrees, 45*degrees, 45*degrees))    \n",
    "\n",
    "t1 = Diffractio('scalar', 'mask',x=x0, y=y0,z=z0, wavelength=wavelength)\n",
    "t1.sphere(r0 =(0,0,0), radius = (60*um, 40*um, 20*um), refractive_index= 1.5, rotation=rotation2)\n",
    "\n",
    "t1.draw_XYZ(kind= \"refractive_index\", drawing= \"projections\", opacity='sigmoid', filename='')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Mask from surface functions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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",
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      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x0 = np.linspace(-100*um, 100*um, 128)\n",
    "y0 = np.linspace(-100*um, 100*um, 128)\n",
    "z0 = np.linspace(-100*um, 100*um, 128)\n",
    "wavelength = 0.6238*um\n",
    "radius = 80*um\n",
    "\n",
    "f1 = 'Zrot>-25*um-5*np.cos(2*np.pi*np.sqrt(Xrot**2+Yrot**2)/50)'\n",
    "f2 = 'Zrot<25*um+5*np.cos(2*np.pi*np.sqrt(Xrot**2+Yrot**2)/50)'\n",
    "f3 = 'np.sqrt(Xrot**2+Yrot**2<{}**2)'.format(radius)\n",
    "\n",
    "fs = [f1,f2,f3]\n",
    "rotation1 = dict(kind = 'axis', point=(0,0,10), axis=(1,0,0), angle=20*degrees)\n",
    "rotation2 = dict(kind = 'point', point=(0.,0.,0.), angle=(45*degrees, 45*degrees, 45*degrees))\n",
    "\n",
    "v_globals = {'um': 1, 'np': np}\n",
    "\n",
    "t1 = Diffractio('scalar', 'mask', x=x0, y=y0,z=z0, wavelength=wavelength)\n",
    "ipasa = t1.mask_from_function( r0=(0*um, 0*um),refractive_index=1.5, fs=fs, rotation=rotation1, v_globals=v_globals) # type: ignore\n",
    "\n",
    "t1.draw_XYZ(kind= \"refractive_index\", drawing= \"projections\", opacity='sigmoid', filename='') # type: ignore"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Object by surfaces\n",
    "TODO"
   ]
  }
 ],
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