csiborgtools/notebooks/test.ipynb
Richard Stiskalek fc51f75e16
Add field interpolation along LOS (#112)
* Add attemtp

* Add import

* Update LOS code

* Add better docstrings

* Update nb
2024-02-26 15:02:48 +00:00

449 lines
127 KiB
Text

{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import numpy\n",
"\n",
"import matplotlib.pyplot as plt\n",
"import h5py\n",
"%matplotlib inline\n",
"\n",
"\n",
"import csiborgtools\n",
"\n",
"%load_ext autoreload\n",
"%autoreload 2"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"field_reader = csiborgtools.read.CSiBORG1Field(7444)\n",
"density = field_reader.density_field(\"SPH\", 1024)"
]
},
{
"cell_type": "code",
"execution_count": 54,
"metadata": {},
"outputs": [],
"source": [
"sky_pos = np.array([[30, 20], [20, 30]]).reshape(2, -1)\n",
"\n",
"boxsize = 677.7\n",
"rmax = 100\n",
"dr = 0.01\n",
"smooth_scales = [0., 2.0]\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 55,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Smoothing and interpolating field 1/2: 50%|█████ | 1/2 [01:19<01:19, 79.48s/it]"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Smoothing....\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"Smoothing and interpolating field 1/2: 100%|██████████| 2/2 [06:13<00:00, 186.93s/it]\n",
"Smoothing and interpolating field 2/2: 50%|█████ | 1/2 [00:28<00:28, 28.69s/it]"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Smoothing....\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"Smoothing and interpolating field 2/2: 100%|██████████| 2/2 [04:22<00:00, 131.10s/it]\n"
]
}
],
"source": [
"rdist, finterp = csiborgtools.field.evaluate_los(density, density, sky_pos=sky_pos, boxsize=boxsize,\n",
" rmax=rmax, dr=dr, verbose=True, smooth_scales=smooth_scales)"
]
},
{
"cell_type": "code",
"execution_count": 58,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(2, 10000, 2)"
]
},
"execution_count": 58,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"finterp[0].shape"
]
},
{
"cell_type": "code",
"execution_count": 62,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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CiIyBZ4J4OSzLasZj107XfK6Nl8PIJ4jQQc8tmsO9gqgcllnIc8OkCyGzmWeC6HMkQqFyGJExqIXRkaDuMCISvD3eriGKBgCrJKj1k9NwRqEemQFQJogIDwVBRMagbpGPBJXDiEjoeQRxaPp4ZhKiCRJIE0ToQ0EQkRGIohhlJoi6w4jw6E2Q5yiDN+kYyiQ8QZogk/Q5UkaP0IKCIA1oinz64fWLsrFdloFBTnJ3GGmCCB0iCaO5JojKKJkF/7y47YFJ4EFQynaJSGNIGK3B4sWLsXjxYnR0dKCwsDDVu5P+iCJwbAOw402gdg3gbANOWAjMvAkwJSbOdqsyOlzwGA4qh/VdnB6fbvYm2u0A2kaJAGDhJntUDssoZE2QhQU/UiIIImWCCA0oCCLio3478Np3gPotgfe/dxew823gkieBggFxv40r6iCIymF9kadW7MNv39uJBy+dhCtnDo5rWz2yMFonE0SC2owkuEWee0BRVZPQgsphROy4HcCLV7EAyJoDjL8YuOgx4OxfA5Zs4MBy9rg//mwMz+hYzYKs1QgHdYf1TR5+fxf8IvDAOzvi3lakchiZ7GUmvEXeGlIOo8+RCIUyQUTsfPlnoO0QUDgIuGkZkF+pPDb6G8DTZwDHNwJrnwVm3RzXW3Ftj92AHghQNEE9biqH9RVEUZSzMp1OL0RR1HR6NkpPpHKYmYTRmYhHNUAVUMphFMsSWlAmiIiN9iPAl39it8/5dWAABABlI4Ezf8ZuL/sl0NUQ19vxjI7dQCkMAAqzrQCAjh5PXO9LpA/tQZ9lR483ru3x2WF6Qns+eJNa5DOLYJ8gngkiTRChBQVBRGx8/AvA2wMMmQuMu1D7OTO+DVRNBlwdwLq/x/V2vM5vRA8EAMU5NgBAa7c7rvcl0oemLlfAz41dzri2J/sE6VguWKkclpEE+wQJciaIPkciFAqCiOg5vhnY8jK7fc5vlLNMMCYzMGcxu73+hbiUiVwTZDQTVJTDMkGt3ZQJ6is0dAYGQQ0dLp1nGiPS2AwzCaMzEj7rzRKkCaKEHqEFBUFE9Cz7Bfs+8XKgemr4546/CMgqBNoPA/s/ientnB6fqhxmTBPEM0Ft3W5Kg/cROp2B5a/goChauDA60uwwmjmVWXANl80c2CJPmSBCCwqCiOg48Dmw92PAZAHOuDfy863ZwJSr2e11z0f9dh9tr8f4+97HD1/eBEB/zlMwPAjy+kV0ueLTjhApprsF2PMRqnc8izmmbfLdweWxaIkkjJY1QZQJyihCxmaYSBNE6EPdYYRxRBH4+Ofs9gkLgZLhxl53wkJg1RPArveAzvpQEXUYnl6xH34RqOtg+g/e8RGJbJsZWVYTnB4/Wh0e5GdZDb8nkUbs/hB45QbA48AkAC/agLd9J+IXnuvR4YwvuHVGEEZbaHZYRsLLYVYL+QQRkaFMEGGcne8AR9cyT6DTfmL8dZXjgZpZgN8LbPyX4ZeJooi9jV0B9xnNBAEkjs54dr3PfKY8DqB4KI6UzIFXNOF889f42P4jDDz2YVyb57YLesJo0gRlJp6gTBD5BBHhoCCIMIbfx1rdAeDEW6PK5gAApt/Avq//u+FLshaHGy2OwADGqCYIAIooCMpcWg8Cr38HEH3ApCuA29bi9Ql/wUXuB7DFPxSFQjeuPHAvsOqpmN8iUjnMSpqgjETxCQrWBKVqj4h0hoIgwhjbXgeadgHZxcDc70f/+gmXAPZCtrgd+CzgoT9+tBszHvgYaw+2BNxfr9H9Y7Q7DACKpQ6xNuoQyyxEEXj9u4CzHRg4g7mQm63o9viwTRyKq8Xf4G/eBey5H/88Zg8q41PkafXMJII1QeQTRISDgiDCGKulK+5Zt7Bur2ix5QCTv8lur31OvtvnF/GnZXvQ1OXCY5/tC3iJlvDVqE8QQOWwjGXrf4HDK1nZ9YrnAAv7HLslgXtFYS5+5f0W9lpHs1LZ54/E9DZOb/ggSB6gSkFQRhE8NoN8gohwUBBERObYRqB2FesIm7Eo9u3w1+56F3A0AQAaOhXDu0PNjoCnN2q0QEeTCSKvoAzE7QA+uo/dPnkJUKQMSe2WRqBUFWYBEPCs9Vr2wPq/w9vZhA+21QUcT5HocUst8rqO0Wz19JAwOqPw8AGqlmBNUMp2iUhjKAgiIrPmafZ9/MVAflXs26mcwByk/V5gDxO1Hm3tkR8+0toTkLLmmaApNYWq+4xndeRMkIMyQRnDl38COo6y4Oek2wIe6pbKV1UFWQCAT70TgcpJgKcbK196GLf8Yx2u/9tqw2UPVwTHaIuJNEGZSIhPkLTKUSaI0IKCIA2WLl2K8ePHY+bMmaneldTT3QJseZXdnvWd+Lc3+hz2ffcHAIBj7cqVu8vrD9DvNEvBy8yhJcjPYm4OA4uyDb9VcS6VwzKKtsPKPLqzH2AeUyp40FIhBUHtTi8w9wcAgElH/wM73NhZ14l9QR2FehgfoEqLZybhljJ3vJypaIJStktEGkNBkAaLFy/G9u3bsWbNmlTvSupZ/wLgdbIMzqBZ8W9v9DfY932fAD5PyIDT46qgqNPJHivMtuLjJafhttNH4o75owy/FQmjM4yP7mPH2tBTNOfR8bIU/1y73T74x18MFA5GkdiOK8zLAQDbjnVEfCuvzy8HN9m6wmjSBGUiweUwgVrkiTBQEETo4/cBa/7Gbs++RX9GWDRUnwDklLGhqodXhoxCqO9UB0HssVy7BZUFWfjROWNQmmc3/FYkjM4galezDkTBBHzjQc1jjZc5uNYLALp9AvzSfLqbze/ADB8ONDlCXhuM06uUuPSF0ZQJykT0W+TpcyRCoSCI0Gf3B2zmV3YxMPGyxGzTZAJGnS1vv8sVmKVpUwUsfNxFXlZsxua8HBbsNUSkIaueZN+nXA1UTdJ8CncCzrNb5YWt2+VF59ir0CLmYYipAd8wrcHh5u6Ib9cjiawBfbE9F0b7SBidUeibJaZsl4g0hoIgQp/V0sJ0wvUh+oy4GM2DoPdDMkGtDiUockhBUL49tiCoPJ9ljZq6XOQRks50NQLb/8duz7pZ92keP1/cBOTa2DHR5fKixWvFP33zAQDfNH+GRgMzxZwqPZCgk+HkmSAPCaMzCndQizwPmOkcQGhBQRChTeMuYP9nrDwx48bEbnvEGYBgBpr3wtpRG/CQOhPEA6RYM0FleSwT5PGJpAtKZzb+E/B7WKm0epru07yqxS3HzkpY3W4fWrvdeN13CgBgrmkrPB2NEd8yklEioMoEUQohowjOBAmUCSLCQEEQoc2aZ9j30QuA4iGJ3XZWIVAzAwAwuH01AKBM0vqoPX3kcliMmSC7xSzrR4xkB4gU4PcD655nt2eGD7b54mYxC8i1K5mgtm43DogDsMU/FBbBj6mdyyO+rZPPDQsTBPFFlDRBmYWXa4IsXBNEwmhCHwqCiFA6jgHr/8FuhylPxMXw0wEAo7rWAQAGlbByW6uWJijGIAgAyqXgqkFjBAeRBhz4jI1SsRcCEy4N+1QejFhMJrkc1u32yiXUr3PmAQBO934Of4TAJZJbNECaoEwl2DGaZocR4aAgiAjl018D3h5g8Bxg+LzkvIe03QmuDRDgR3VRYBAkiiK64iyHAUBFAQuCGruMOwkTvci6v7Pvk7/JRquEwetTNEE5ksGhw+WTj5mDlUxrNlPYia7GWu2NSHBhdDgHcuoOy0xodhgRDRQEEYHUbwM2/pvdPutXiWmL16JmBmDLQ6HYgfHCYTljw3VALq/i45JLmaC+SVcDsPNtdnv6wohP51f4FrNJzg46XF45CLKUDMF6cRRMggj/ttfDbssZwS0aUA9QJWF0OuLy+uRssZpQTRC7n8phhBYUBBGBfPxzQPQD4y8CBiXRMdtsBYbMBQDMNW2RRcw8CHKoTm689BEL3F1Yaw4ZkWI2/puNUBk4Q7ctXo1HnQniQZDbhxapHFaUY8My08kAAPuuN8JuS3aL1pkbBiiO0SSMTj9cXh/O/MNyzPnNshCHcNks0RyoCfJRLEtoQEEQoVC7ms30MlmAM+9P/vuNYLqgk01bZRNE7hLdrSpX8CvyWOCZIBJGpxmiCKyXSmHTbzD0Ep4ZtJpNyOPdYS4vGiWDzcqCLKzMOgV+UUB2/Xqg9ZDutlySMFpvZAagjF3wkiYo7TjW5sSR1h50urx4eW1g6TNYE8TPH1QOI7SgIIhQ+PwP7PuUq4HSEcl/P0kXNMu0ExWSDVGHlAniV+o5YcoVRuCaICqHpRkHPwda9gO2fGBieEE0R+4OMwnI4T5Bbi/qOngQZIc7pwJf+8exF4QpiXFhdLhymIVa5NMWdQPF+kOt8m1RFEM0QVQOI8JBQRDBaN4nDzXF3Dt65z3Lx6IBxcgSPBjk2AIAcHv9cHl92NfAUtw5cZTCAJUmqJOE0WkFb4uffAVgyzX0ErVPUK6NZ4J8qJcC3MqCLOTZLXjbP4e9YOt/dbfFhdFGusNIE5R+qP3Eth3rkLsB1SJ2GzlGEwagIIhgrHkGgAiMPAsoG9k77ykIWOmfCACobPxKvnvj4Tb8+L+bAQDzxpTH9Ra86+xYm5PS4elCdwuw4y12+4TIgmgOD0bUPkHtPR40damDICve882EXzADdZuBpr2a2+KZxnA+QaQJSl/U5qfdbp88c1BdurSSTxBhAAqCCMDVCWz4J7s9+7u9+tYrfBMAADlHvpCv7hc+txqdTi9mDi3Gz84fH9f2BxRlQRDYotdMM8TSgy2vAD43MGAKUD3V0EtEUVS6w0wmWRh9qNkBUWSlq9JcG/KzLGhFAY4Uz2Yv3Paa5vaMBEF8iryHNEFpR2uQA/zBJjYvzq0ajBviE0TBLKEBBUEEsOk/bKp76Ug20qKX8Pr8+MLHMkGW+k2otrMreqfHj7I8Gx7/1vSw5Qoj2C1mVEkdYkdae+LbYSJ+RFEx4px2neGXBZc5uDB6dz0rm1YWZMFkEmSNz85SaT7dllfZewbhdJMmKJNRl8MAFgwDrGsMYKXM4LEZ9CkSWlAQ1N/x+5UJ3rNuYVPeewmX1496lGCPfyAEiDjZsl1+7HvzRsqjNOKlppiVxGpbIk8XJ5LM8U1A/RbAbAcmXmb4Zeoyh8WsCKN5RmdoGTNa5C3v2wpPAcw2oGkX0LAdwfQYmB1mIU1Q2hI8C/BgM/vfdkmZILUJJs8EUTBLaEFBUH9n3zKgeQ/r0pl6da++NU9dfyHpgsY7N8iPXT69JmHvU1PMFkjKBKUBvOw67nwgp8Twy9ST3C1mAQVZ1oDHh5UxcTVveW/3ZzN9G6ApkHbKLfKRNUHkGJ1+8O4wPm7nYFNgJkgdBCkt8r25h0SmQEFQf2flUvb9hOsBe36vvjW/alslsiBoum+T/FhhtlXzNbEwiGeCWikTlFI8TmDLy+x2FKUwIEjwajKhIDuwa3BoKQ+CWFDj8vqU1vutr4WsgNFogiiDkH7wTNCUmiIAwCEpy8uDW7vKBFMxS6TPkQiFgqD+TP12YP+ngGACZt/S62/PM0HrzRMBwYThpjoMRCMWTKxK6PtQJihN2Pk24GwHCgcBw06L6qV8bphJAEym0EzQpIGFAJRMkNPjB0Z/A7BkA60HgOMbA56vjM0wMDuMhNFpB88ETR1UBIAL5EWlHGZVl8OoO4zQh4Kg/szXUhZo3AVA8ZBef3u3jy1EbkseMHA6AOCn4xvw0OWTE/o+XBN0hDJBqWWDJIieem3U2jMPnyAviV1DgqAaHgSxDIDT4wPsecDoc9gTgkpi3CfISIs8lcPSjwZpDM7UQUUwCaxNvrHLBZcntBzGDzX6GAktKAjqr3Q1AJtfYbdPXJySXQiwt5e60hZkbQ1Z4OJFnQmiNtkU0XoI2L8cgABMvSbql8vzoKTsTF6WUg4bWpojC6V5EMTLXbL4etsbrAlAIhphtI+E0WlFc5cLjZ0uCAIwbkABBkoXOa+uO4L2HlYm0yqHUSaI0IKCoP7Kmr8BPhcbXjloVkp2gdfoLSYBGCVdse/9BPAm1s9nQFEWTAIrvzXRDLHUsOlFACIw/LSYso68Q8tqCZwHBQCnjlYMNQMyQQAw6izAlge01wJH1sjPi0YTRJmg9GL78Q4AwJCSHOTaLbIe7OH3d+Ge15nzfGB3GAVBhD4UBPVHPE7JIRrAnFuV4Tq9DF9czCYBqJ4G5JYD7k7g8FcRXhkdVrMJAwq5OJp0Qb2O3w9s+Be7HaUgmtPcxQJji6qMtmBiFaoKsnD7GaPk+7IsKk0QAFizgbHnsdsq40SngbEZpAlKTzYfaQcATJJE0UNKc+THuGA6UBPEvpMwmtCCgiANli5divHjx2PmzJmp3pXksOUVoLsJKKgBxl2Ust3gZQYLU7sq2aDdHyb8vQaSLih17P8UaD8MZBUqAUmUvLCSTYTnQlgAePxb0/HFT05Heb7iJxWSCQKACaouMR8b0OuUymvhzBLNZJaYlmyqbQMATJF0YIOKc0Keo1UOo0QQoQUFQRosXrwY27dvx5o1ayI/ORPhXi2zbgbM8Q0ojQd+hW3il2qjJZff3e8n/L0UcTRlgnqd9X9n3ydfxTIzUVLb0o13thyHIAA/Omd0wGNcKM3RDIJGnAHklAKOBmD/ZwCiFUaTJiid2HSkDQAwWcoEXTR1YIilhpZPEJXDCC0oCOpvtB8Bar8GIACTv5nSXQnQBAHA8NMBkxVo2ac7+DJWaqRBqkfbKAjqVboagJ3vsNvTjQ9L5XQ4PXj4g10AgDnDSzG2qiDs8/niFzDvy2IDJl7Obm96EaIoGhRGs235RZo7lS7UtTtR3+GCSQAmDmTHQlVhFlbfeybevv1k+Xnq4FigchgRBgqC+hvb3mDfB88BCqpTuiuKJkg6DLMKgKFz2e09HyT0vcql+WENHSSM7lU2/hvwe4GamUDlhKhffud/NuKtTccAAOdOGhDx+XxelNsXlL2ZchX7vvNtuBxt8t1GymEAiaPTBZ4FGl2ZL3cEAqz8NW6AEiAfVo3IIcdoIhwx1ULefPPNqF9z1llnITs7+lQ4kWC4Xwp3000hPjEoEwQwg7v9n7GS2JzEte5XSLqRxk5nwrZJRMDvV0phJ0SfBXJ5fVi2s0H+efawyGM2rFIJyxMcBFVPA8rGAE274NvyOoBKAIqQWgv1cUlZhPRg7cEWAIHaMI46aN1xrEO+LTtGUxREaBBTEHTxxRdH9XxBELBnzx4MHz48lrcjEkXLAeDYeuYQPT51gmiOz6fqDuOMOht4/27g0FfMXTirMCHvpQRBlAnqNQ5+DrTsZ3PpYgi6g7N2I8rzIr6GZ4K4r5CMIPkTfXw/rBueA/ATWM2mEE2RGq4JArguSD9rRPQOX+5tBgDMGVGq+fgtpw3Hk8v34ycLxsr38XIYaYIILWIuh9XV1cHv9xv6yskJVe8TKWDb6+z7sFOBvIrU7guUEkNAJqh0BFA6ipVQ9n2asPeqkMphjV0uiHQy7B1kQfQ3AVtu1C9vcSh+Ud8/c5QioA+DVUsTxJl2HWDJgq1hM04Q9oTVAwGB7fiUCUo9de1O2SPopBFlms+56+wxePf7p2DRSUPl+8yq7jD63yeCiSkIWrhwYVSlrW9961soKAgvaCR6gV3vse9pkAUClIXFHLy48VEHuxOnCyrPY5kgj09Eq+QlQiQRRzOw4y12OwZBNKAEQROqC7DkrNERns2Qy2F+f+iCl1sKTLoCAPBty/vIt4dPhKsPS82giuhVnvvyAABg1tCSAFsENRazCeOrCwICZpPKB41iWSKYmIKg5557Dvn5xieOP/744ygr047ciV6iq1FxzB39jahe6vT48NmuhlCdRZzw1mN12QGAsn97PgwYdRAPNosJxTmsjbaBdEHJZ9OLgM/NtDgDpsS0CR4EleTaDL/GJpW3RFEneyMNCv6GaTVG2FrDbksQBNXoDFo9U83y3Y0AgCtnDorqdeqAiEpiRDDUHdZf2PsRABGomhx1V9gTy/fhhufW4J7XtoQ8tu5QC6595mv8Z/XhqHeJLyymYMfqwScC9kJm6HhsfdTb1aMinzrEegVRBNY9z27HIIjmtElzoIpyjAdBao2PZvamahKaKk6CRfDjeu8rBrZHXkHpAp8LNqpSRxumDnB62ti8OgRmmimYJYKJOghqbW1FSwtT6Dc2NuK1117Dtm3bEr5jRILhBoRjFkT90r9+wjx7Xl13JOSx33+wG1/ubcbdGgFSJDQ1QQBgtgIj2UBV7Hw76u3qUVFA4uhe4cgaoHkPYM0FJl0e82a44WFOBO2OGqsqqxjSJi+xacR3AQCn93wEtB4Muz2uC6LFM/XwICjAGFEUgYYdwBuLgd9UAw+PAP40BXh4GPCnycBT85Cz+q84wbQbVnjR4aRSOBFIVEHQM888g+nTp2PGjBl4/PHHcckll2DZsmW46qqr8MwzzyRrH4l48brZYFJA0dtEwWDVbB5v0MKyt7FLvs1PUkbxBfsEqeG6pS2vJqwkVixlFFq7EzuglQhi04vs+/gLAbvxsnkwsqtzGC+fYKwmdSZI+7g5kDMJK3yTYIEP+OTXYbfHswikCUotHp8f3dLxUJBlBQ58DjxxMvCrcuCxE4GN/wQ83Sx73HoQEKXP/tgGmJbdj9dsP8dn9jvhPJS4zDLRN4iqRf7Pf/4ztm3bhp6eHgwePBgHDhxAeXk52tvbcdppp+Gmm25K1n4S8XDoSzaYNK8SGDAtqpd2u73Y3+iQf27t9siiRL9fRKuqg+dwczcm1RhvaQ9xjFYzegEribXXAoe+YB1tccI1QW0kjE4eXheb0QUAk6+Ma1NGXJ2DMZmYjsfrF3UHn3Y6vfid90qcbN4K05aXWev8iNM1n0uaoPSgo8cDGzw4xbQZhe+9Bmx9VXnQbANGzgdOvJUF3V4nUDSEZZS3vAIc+Bxduz7FQKEZvjcuBYQngAkXp+x3IdKLqDJBFosF2dnZKCkpwciRI1FeXg4AKCwshJCiSeSEAfZLreYj57NBpVHw3/VHA35Wty03dbkCnHTVLq1GkDNBwcJoALBmARMvYbc3/Seq7epRRJmg5LP7A8DZBuQPiDtw5UFQuPleWsheQTqZoE6nF1vE4VhfeRm7460fMA2JBjwTRJqg1NJdtwdv2e7F32x/gIkHQNMXAbevB+4+DFz9IjDsFKB6KtMUFgwAcsuAE78HXP1v3FzyPFb4JsHs7QFeWQi880PAQw0SRJRBkNlshtPJDpzly5fL93d1dem9hEgHpKGRGD4v6peuPtAS8HNzl6KnOd4eeBI51OJANOhqgjhTrmbft/8PcEe3bS2KeCYoyrIdEQWbX2LfJ38TMMVnLuiUy2HRBe5czKynCeqUdCHrR34fKBoMtB0C3vieZtmVB1SUCUoRfj+w/h8Y8Mp5GGM6gjbkA9NvAL6zHLjgUeYrZmAorzWvGIs8P8baGkmov+YZ4KVv0SwNIrog6OOPP4bdzkohhYVK2aO7uxtPPfVUYveMSAzdLcDxzez2sNOifvnehsAAt1mVCQoOgg43R5sJYotOiE8QZ9BsoHgY4O4CdsQvkOaaoLY4M0F/++IAzvj9Z1i1vznufepTdLco3k6Tr4p7c05vbJkgW4RMUJfLCwDIyisEvvkCK6fsehf48o8hz1UyQbRY9jodx4C/zQfevA0WVxs2+kfg1oK/Ahf8iWV8oiDLYoIPZly+9xzsmv88YMliHbMb/pGUXScyh6iCIL2yV0VFBWbOnJmwnSISyIEVAESgYjyQXxnVS/1+Efsl4TMfTqjOBNW1B05kPxRFELT6QAtW7mNBhFmvlCoISjZo078Nb1uPQikT1OpQMkFbjrTj28+vwdaj7Ya20en04Fdvb8f+Jgce/XhP3PvUp9j6X8DvAaomAZXj494cF0ZHowkClOxNOE0QAORnWZiP0bm/Yw8s+yWw4Z8Bz+VZSr1tEUnC6wJevBo4ug6w5WPbxB/jCvf98OVGdw7jNKrOWy80jgTO+Cn74YN7gfajOq8i+gNx+wQ9+OCDePbZZ0Puf/bZZ/HQQw/Fu3kiXngpLIYsUGu3Gy5pBtMUSfDcopEJmja4iL1Vk7Gy6H/XHcE3n1yJT3cx87MQs0Q1U64EILDfoz4+KwaeCVJ3sd358kZ8srMBv/tgFwBg69F2eWq5FltUwdLWo+1kw6+Gl8J44BonsQijAcBqMVYOy7dLrdYnLATm3MZuv3k7sO0N+bmkCUoRH90PHN8IZBcD3/0cGwd9Cx5YUKBuj4+Cu84ZI9/eeqyDiahrZgKuDuC9Hydop4lMJO4g6Mknn8TYsWND7p8wYQKeeOKJeDdPxMsBSbsVgx6oqYsFPMU5VlRKs7eaNIKgU0YyN/D6DpchH44nlu8L+Fm3HAYAxUOVTo7P/2Bwz7Upkk6gXBjt8fnlct/XUmnr/L98gdtf3IDP9zRqbmN3Xad8u9PlDSgP9mua9zF/IMEETIzdG0hNj4cFHjELo4OHqEoEZIIAlnE8+wHghOtZa/V/bwRWPgaIomy+SJqgXmTzK8Cqx9ntS54ESoZpewRFwUkjyvDu908BANS2dDO92oV/AQQz8yLbuywhu05kHnEHQXV1dRgwYEDI/eXl5Th+/Hi8myfioe0wm+ItmIEhJ0X9cm4qWJ5vR2key6K0dCmLfp0UBI2qzEeVFCTtONYRdpstDjf2BOmMjrVF6NI45Yfs+9bXgKa9hvc/GJ4J6nb74PL6Alr/RVEx5wOATbVtmttQ+yIB0ZUA+zS8g2/EGVGXXfXocUvanWiDIFOYIaoAOuQgSLWgCgJw/qMsi+X3Ah/cA/znWgz3M9dh0gT1EgdWMJE6AMz9gexrxoOggqzYgiBA8TtrcbhZNrBinDxGBe/9hPmpEf2OuIOgQYMG4csvvwy5/8svv0R1dXTjGYgEs1/KAtXMALKiH2DbJNXRy/LsKM1lgvhmh6o7rINpggYUZmH6kGIAwJqDLQgHz7zUFCsdHbvrO/WezqiaJM0TE4HlsZdY5St/sGzAtmNKacvt88saJUBZKIOpaw90m27qcmk+r18higkvhQEsswhAd1imHpFGXfByWEF2kE2ayQxc/Diw4HeAyQrsegdL2xfjddt9qNz9IuDTPiaIBOHqBF77DtOVjb8YOPPn8kMOScyelxWVtV0AeXaLfA7gxxbm3Q3kljOH81VUueiPxB0E3Xzzzbjjjjvw3HPP4dChQzh06BCeffZZ3Hnnnbj55psTsY9ErPBSWAx6ICAwE8SHWPLyj98vypmgAUXZmDWsBADw1b7wHVOHmln2ZVhZLh66bBIsJgE/Pc+AiHbe3ez7lleAuq1R/y4AM9LLldyHu5xe7K4PzOp8tKNevn2wSbslXx0EAoEaqX7L4a9Zm7ktHxhzbkI22d7tka/+B5fkRHh2IOYwBodOj0/WuWnqSwQBmP0d4OZlwLgL4IMJ00x7MX7dfcBTpwFrnwMadyfMxZxQsfwhoPM46wi95IkAT7MeN/t750ThHq5FWZ50MccvXrIKgfk/V71/XVzbJzKP2MNqibvuugvNzc249dZb4Xa7IYoisrOz8ZOf/AT33HNPIvaRiJXDX7PvQ+fG9HJ1JqhMKoc1S+WwZocbHp8IQQAq8u2YN4YZZ369vxnH23swoFDbu4OXjwaX5ODKmYNx8bSBsFsMnNiqpwETLgG2vc66eK59OabfKddugcPtQ5fLi6Ntgd1tH29XgqADOkEQ/5uMrMjD3oaugG65fot6TIYtuoBFj9pWdpyU5dmjGpsBhA+CuB5IEIA8W5jT34ApwJX/xK2Pv4vBR97CXTnvwFa/FXj7Dva4vRAoGQbY8li79pC5QPkYoGQ42zgRHQ07ga8lHdCCh0O8f5wxGmcGU5prw4EmR+DFy5RrgLXPsk60j3/OAjCi3xB3JkgQBDz00ENobGzEypUrsWnTJrS0tOC+++5LxP4RsdJxnI2cEEzAwOkxbYILo0vzbCiVrqDaezzw+PxyFqg8zw6r2YQhpbmYNawEfhF4cZX+RPlDkqv00NJcADAWAHHO+BnTN+35ADj0VSy/kpxO73J5cUwKgmZLWawG1WDVQ83dmotoUyf7m4ypZDOx+r0w2uNUuqmmxO8NxOHHV3VRVtSv5ZYLWp9fh9wZZoEpnCBfwpVVhqd95+O9eW8BZ94PDDoRsGQDrnbWvXToC2DlX4H/XA385QTgkXFMVE2ZIuOIIvDeXUyLNeZcYPTZIU+J1T08GJ7RVjd4wGRiJVCABfQNO+N6DyKziDsIAoC//e1vOPHEE3HKKadgxowZmD59Og1UTTVH1rDvFeN1h1gea+vB9c+uxp0vbZQ9WdRw7URhthVF2VbwNaPV4caxdkUPxLnhpKEAgBe+PoRut7Z+gpfD1ENZDVM6gnXwAGzUgSt6p/I8OwuCHC4vjray32H+uFAhr9vnD5w27/Oi59h2zPStRyVaMKoyDwACZqf1S3a/zwKCghpgyMkJ2+zxDhYEccF9NMiZIA37gg6pxJZvUGDLOwobfPnAKUuAGz8A7qkFbvkcuOZl4OInmDFk1WTAbGflnA/uAf5+PtByIOp975fseJMJoi1ZwDce1HyK7BkVZzmsNLgcxqmZDow9n93++rG43oPILOIuh91333145JFHcPvtt2POnDkAgJUrV+LOO+/E4cOH8ctf/jLunSRi4Mhq9r1G38TyN+/uwIrdrBV8+pBifOvEIQGPy1fNWVaYTAJKcm1o6nKj2eGWsyYVqkXqnAlVGFKag0PN3Xht/dGQ7QGK1oZngqLmjJ8xV+Km3cCbtwGX/S2q8Qw8CGrt9qC+ky20p4+twK/f3RHy3OaDm1G1/1mWdWo/gmzRhxfYhSQ6NgzFFGshuo+PB5wPMW1Bf4R3hU2+Iuq5dOGo0wiyjWKkHGbUb0Zz3pzZCgyYzL4AYKokBvf0ABv/BXx4Hxta/NRpwPVvRu1u3K/weVl5GwBO+j6zxNAgUZkg3mLfqdX4cOKtrF1+y6vAOb8B7HlxvReRGcR91nr88cfx9NNP48EHH8SFF16ICy+8EA8++CCeeuopPPYYRdQpo1bKBA2apflwj9uHj1VC4O3HQ1vbO3qkBUMqIcni6C53gGiaYzYJuHBKte722rrdctdVtGJXmdxS4LJnAJOF6YPe/VFU8394ELS3oQuiCNgsJgwvy8XAIqZBKEcbrrF8gqetv8f4189m6fG2Q4Dog8+Sjf3+KvghoMBxEKebN+G89heB587rn4JKRxMbPQAkZEyGGu5BVaWjLQtHuCCIB/YFBruM+Ly51m4D8+as2cDMm4DvfQlUnwA424F/XMysKghtNv4LaN4L5JQCc7+v+7REaYJ4d1inlp/ZkJOA0pGAx8HmFRL9griDII/HgxkzZoTcP336dHi91FKaErxu4NgGdrtGOwjaUdcBp0fRLezRaFPvdAWWDtRt8lwgXJ4X2L5cIQVFaj8hzn4pCzSgMCtqsWsAQ+cClz4FQGCCxo9/bjgQ4kEQb8uvLsyCySRgbGUeLjR9iWX2H+E3lmdwlnk9BIhwDF+At6Y8jtbvbsayi9fjDPcjuKH0X9hw+t9xv2chWoUioH4L8MxZQOOu2H+nTGTra0zHMWAqUBFqmBoPB1XHSrSEm/clB/YGM0GKy3gUZc+SYcD1/2N/l55W4I1bSSOkhSgyPRXAvMB0yvaAKhMU5TDdYPJVmsAQBAGYeg27vfFfcb0PkTnEHQRdd911ePzxx0Puf+qpp3DttdfGu3kiFuq2AD4XkF3CdDQa7JXaw4ulK121cSCHLxiFkp9KmRTgNHS4NDNBAFAiBUpareMHGpX2+LiZeBlwvjTw8stHWdeOAbMzLozeJTk/DyzKAo6sxR/Eh/Fn21IUCN1ozB6Ov3ovwqNj/4X5R2/G7asK8d3/HUOTg/09bAUVcA86BX/3nYPbs38LlIwA2g8DfzsrZsF2RsK7whIoiAZYALT+cBsAYER59CUJPu/LHzYTZLQcFjpvzhBZBcDlzwLWXODg56Qz0eL4RlbWtmQB064L+9RY58gFwy+CNMthgJTRFFg5s2V/XO9FZAYJE0ZPnDgRN910E2666SZMmjQJTz/9NEwmE5YsWSJ/Eb2EWg+k067LnY/njakAwLqc1I7JoigqpnLSgsGvyus6nGGCIN59Edo6ztvOExIEAcCMRcC5vwcgAOueB164MOIwxFzpJNjU1o4JwkHc2/5L4JkzUXT4I2aQd/q9+OCUV/F775V462ieXJZZdaBFnhtWmmuXt7PbUw7c+BGbeO9sB/5xCXB0fWJ+v3SmaQ9wbD3r1kvQmAzOZ7saAACzhpVgUk30WiuTEC4TxLObRsthGpogo5SOAM75Nbu97JdAQ6jurF+zSTLYHHteRDPXRGmCeFZbNwgqHAgMl3zVVDPkiL5L3MLorVu34oQTTgAA7NvHZkKVlZWhrKwMW7cqpnZa0+eJJFErBUGD9EXRvPw1fUgxPthWh263D8fbnXKA4nD7wNcQfuLgnTrhgiB5vIZWJijRQRAAzLoZKBwEvHYzcHgl8NeZzK9m8ImsFFgxLiAQHN2zCW/YfoupJukqrwuA2cY8iObeAVSOR/VOppXaF5Qd4xqqsnxbQJdZgz8XH4/5M75puQeWA58A/7kW+M5nCRsfkZbwLNDIM4G88oRuestRpiebM7w0ptdzx2i/Rok0WmE0z5Sqh+5GxfQbgF3vMVuH124Gbv6UCav7Oz4vsPVVdnvylRGfLmuC4uwO4/+3muUwzviL2cDm7f9jHYFEnybuIOjTTz9NxH4QiYS3x+vogQDI87tGVeShuigbexu6cKytRw5QeBbIahaQZWUJQ54JOt7Wg0YdTRDPBLV1e+D1+eUBlACwT8o+DS9PYBAEAGO+wRaXN77HsmCbXlQW6YoJQPlowOcBOutwydG1cv7TKVrRNOA01Fz6AAuWJKqLtMW4PPCrKsyWM0EOtw/ff3EDvt7fgkOz78Y9ZUdYiv+lbwE3vA1Yohv5EBeddSwLZbYyQXyyOtb8fuUqPoFjMjjcKHFERWzdOXImSGN2WNTC6Ow4MkEAC8Av/Avw2ImsTL1yKXDyHbFtqy+x/1PA0QjklLF5c2Hw+PzyHLikCqM5Y88H3lnCynWth4Di0C5Xou8QdznsxRdf1H3srrvuinfzRLQYMEl0uLw4InnkjKrMlxd97psDqDvDrHIWr0oKgvY0dMEtjR4IzgQV59jkxIu6o8bp8clzw0ZX6gsgY6ZsJPDtD4CFbwMnLwGGncq0Bg3bWBfZzreBo2vhF8z4p/dMzHIuxVjX8zg0/8mAAAiA3Cmm9/OAgiz5ihIAvt7P5qW9urUDuOpF5iZ8ZDXwzg8T/3tq4WgG/nsT8IexzLTvX5cDj0xggnFH+DEmMXHoC6DjCPs9EzQmQ01DHB5BgEoTFMYnyHCLfC57ntPjDygXR0V+JZtSDwBf/BFwa7uR9yu4tcLEyyJmxtR/93g1QbIwWq8cBrDM5hDJZX/Hm5pP6XR6Yj8eiLQi7iDoe9/7Ht57772Q+++8807885//jHfzRLRwPVDFBF2fCx6MlOXZUJJrQ6UUyDSqDMQ6naHaCT4Kg5cU8u2WkJOS2STIBnPqktjWo+3w+kWU5dlDgoqEYTIBw04B5t8PLHwLWLIDuPQZ4JwHgfMeAS55El9f8Cl+6r0RDSgGIGjuS36WVfYTAYDr5wReCVYVZiHLapIXW47XL7Jg7IpnWRC64R/A+heS8qvKtB4EnjmDzVSDCFROZLOX3J1swf3LtMRrG+QF7BLAGlugoocoiqiTgqDKgtiyaKZw3WFOJbg3Qr7dAqtUXotrTtyUq5gHjrNNGTabZLpcXlz3t1V48L000yK5OoGd77DbUyKXwrgeSBAAuyW+JYuX03o8PojhOkq5ceLuD0Ie6nB6cOrDn+KSx/pRE0QfJu4g6F//+heuvvpqfPHFF/J9t99+O15++WUqlaUCA3og3h4+qoJlZLiLqnoiulw2UAUD5fl2uf2Y/6yFMmxV2d7G2jYAwNRBRb2nD8spYSZ+c24FZt4ITLkK9tLBAU+p0mnBVk+5v/bEIQG/9/DyXAiCECKube9hJUCMnA+cfi+7872fJM85uLMe+NcVLBAqGsJKgt/7Erh9PXDVv4HKSUys/cpC4M3vG+qei4hb5aGShFJYh9MrWzdUxpkJ0vQJkjNBxsphgiAE+GPFjMkMzP4uu73qyai8rWLl718dxOd7mvDk8jTrctrxFuDtAUpHMT+lCDil4anZVnPc5w5eTvOLzBVeFz664/BK9j+k4os9TWjt9mDH8Y7wZTUiI4g7CDrvvPPw2GOP4cILL8S6detw66234rXXXsOnn36KsWMT6x1CGCAKPdBoafRDaW6omJlne9RlH7NJkH2AAKVlPhgeVKm3t0EKgqYNLjLyWyQN9f4X5Vh10+vfOXU4pg4qwuPXnoA8uwWXnTAQAHDi8BLkSIM3tUYvyALak5cAQ08BPN1sxEeiF73WQ8Cz5zD9UX418O33gYHSgmIysY6b73zK9gMCsP7vwEcJmOe3423A3cWyGoNmx7+9IHggrpVlNIpZcq4O6xhtMBMEKP5YWh2PUTH1WjZ3rHEn05skmXWHWuXb3nALfm+z7XX2fdIVhobNJqozDAgsp/HgSpOS4SxI83uZSFrFvgZlXM8RlYQgVjYfaZMvTIneJyEt8tdccw0eeOABzJ07F2+99RaWL1+O0aNHJ2LTRDR43cCxjey2jlO0KIpyl9OoSp4JCr3S5b4cOUHdGGrzOr1MkFZQtVHyfZk2qMjAL5I81OUvn4ZwlnPR1IF4Y/FcLJg0AADwiwsn4g9XTMFfrlauXLXarGUBrckEXPAntugdWJ7YsljTXuC5BUDrAZYBWvQOUFAd+jyzlZUGvym996rHgcNfx/fesjfQNUmZls61GkZb2LXgWvzwjtFRBEG84zGeTBDA2sDHLGC3t7wa37YMcFgaVgxE6IbqTXragH1ShWDCxcZe4kmMRxAAWM1KGbsnkqZnlJQN2v1hwN2bjrTJt+MNgvY2dOHCv36JS5Z+qelrRSSfmM40ep4/5eXlOOGEEwLGZTzyyCOx7VkCqK2txXXXXYeGhgZYLBb87Gc/wxVXXJGy/Uk6dZuZSWJOKbuS0WDtoVbsb3TAbjHhrPGshVspXykn+W43b0kNPESGleXJRnbBnWGc4PJBU5cLR9t6IAiIyfclkagnh3dGsTBk28y4bHpNwH1aC2mHWnBZOgI4417gw5+yr1FnaQcr0dB6iAVAjgagbAxzJi4YEP414y9kg2fXvwB8dD/LGsUSwLQfVa6KDWg5YkHWm0URpARj0ckEeXx++bg2Wg4DgDI+dDPeTBDAsh/bXgO2/hc465dRzb2LBr9fxJFWJQjq6PHKnkcpZde7gN8DlI8DyscYekmPOzHt8ZxsqxmdLq+BIOgs4OulbDSM3w+YTBBFERtrlfKY+m8cC/9YeRAA6zJtcrhQkZ9YjR0RmZiCoA0bNmjeP3LkSHR0dMiPp9obyGKx4NFHH8XUqVNRV1eH6dOn49xzz0VuboJbtNMFrgcKY5K4SSpLnTa6XNZclMnlK+Ukz08QOUFXX+r2dp7xCaY0SBO05Qg7aQwvy41rcUsU88dV4OMdDThtdHz+NpNrCrFyP+u+splNcPv8cLqDTqwn3srS/0fXsW6xq/4dewZFFIG3vs8CoMqJLADKLTP22nn3AJtfAWq/ZtkcPh4gGja/BEBknTM6gy7jpcsVKsiPFt4iHzxFXm2Qpy7zRqI0EZogzsj5QFYRmzZ/6EvWxZgE6judAWNxOtJFu8L1ZAazQEDi5oZxsmxSEBT8vxrMkJMAWx7QVQ/UbQKqp+F4uzNAO1nbEnsmyOnx4Y2Nx+Sf69spCEoFMZ1pMkXwPGDAAAwYwK6Sq6qqUFZWhpaWlr4bBB1dy77XhM5y42yVXI8nDVQyMurMjSiKEAQBDilLEnz1pR5jUBohE8TLYVrvmUruOmcsinJsuHWe9kgRo6j1TWMH5GPzkXY50yBjMgMX/hV48lR2Fbz1v8CkGB2WN/6bZWIsWazEZTQAAlgG6tQfAZ/8CnjnRyxQLhtl/PWimLQxGWp4Ji0vjiCImyUGZ4K4KDrPbgnwr4oEP865T1RcWGzA+IuYRmvLq0kLgg41B2YoOmI1e0wkzg5g3yfs9viLDb8skZog9Xac3ghBkMUODJ/H7DX2fARUT8NmVSkMiC8T9NH2+gATTnVwRfQeMWuC7rvvPqxbty6R+xLCihUrcMEFF6C6uhqCIOCNN94Iec7SpUsxdOhQZGVlYfbs2Vi9erXmttatWwefz4dBgwYldZ9TCh/XoOMPBCg6AbURHdc8eP2i/E/ZraMJGlmhBJDcTTeYEl4+kK6c+biJiWkSBI2pysfvr5iC4THMpVIzf1wlvnXiYPz6konIlcqG3Vop9srxLAABgPd+HJt3T1cD8MH/sdvz7tadCReWk+9ki67HwYwl/VH4nBxbL815yo5qAYuWRJTD5ExQcBCkYftghKpCdjzz1v24mSSV5Lf/D/AmZ+ELDtjSIhN08HPA52az9qIYuCvPDUtQOYybv4ZkbbWQdUGsVX6TlNXmHla1cWiC3tp0LOBnCoJSQ8xB0JEjR7BgwQLU1NTIXkFudwLSxSocDgemTJmCpUuXaj7+0ksvYcmSJbj//vuxfv16TJkyBeeccw4aGhoCntfS0oLrr78eTz31VNj3c7lc6OjoCPjKGHpamVAWYNOrdaiTZmGpBc52i1keFNkgnTz5iSc3qGwwtFQJgmw6nh1lQRqjXVLnw/jq8POBMg2L2YQHLp6Ea2cPUfxH3Do6o5OXMO+m7mbg/Z9E/2bv/Zh5zFRNBubcHtsOm8zAxY8D9gLWRbghCh+vjVIWaNz5Eec8xUOXRlditOi1yMfSGQYorfoJC4KGnMQ6+pxtwN5lidlmECFBUE8aCKN5FmjkmVG9TMkEJaSPR84ERdQEAUwXBLBytqMJ24+xNeEbE6sAxJ4Jcnv9+GofuxgaIzWoNCWi3EpETcxH1bPPPou6ujq8+OKLyM/Pxx133IGysjJcdtlleOGFF9DS0hL3zi1YsAAPPPAALrnkEs3HH3nkEdx8881YtGgRxo8fjyeeeAI5OTl49tln5ee4XC5cfPHFuPvuu3HSSSeFfb8HH3wQhYWF8ldGZY2OSTqt4mHMH0cDn1+UgxxufMjhIueGDvZ4t04K2mI24Z4FY3HW+EqcMkpbU1NRwLflhN8v4lgbu1oaXJIT7W+VMShBkM6J1WIDLvoLM1Hc8gqw633jG9/8MtMVCWY2gsEcx7SbwhqmDwKAFb8zlonwOJU5T0kshQFQDe2NQxOkEwRF6xHE4Vf99e0JCoJMZmDipez2llcSs80ggrMKaZEJ4gFfhDEZwSRcExRNEFRQzfy2IAJ7P5bnH84bw859nU4v2ruj/9uuP9yKLpcXZXk2nCZtizJBqSGu0NpkMuGUU07Bww8/jF27dmHVqlWYPXs2nnzySVRXV+PUU0/F73//exw9Gn6ydyy43W6sW7cO8+fPD9if+fPnY+XKlQBYO/gNN9yAM844A9ddd13Ebd5zzz1ob2+Xv2praxO+30lDLoXpm481d7ng9Yswm4SQ9nYeuNRLV7s8oxFcDgOAW04bgaevn6GbCSqXxH0dTi9qW7vh8bH3jHUMQibABeSa5TDOwOnAnMXs9tt3AO1HIm9403+A129ht+d+H6ieGtd+AgBmLALyB7DxKkZa9794hGUaC2qA4afH//5h4K3cicgEBTtGx9IeDyiGmg63L3HmeFwXtus95qCcYEKDoBRnglr2s0y1yQIMPTmqlya8OyzSBUsw3Dhxz4eyBUZNcQ7KJBlBbQzZoF117DM/YXCxfAFKQVBqSEx+UWLcuHH48Y9/jC+//BK1tbVYuHAhPv/887DzxWKlqakJPp8PlZWBk7orKytRV1cHAPjyyy/x0ksv4Y033sDUqVMxdepUbNmyRXebdrsdBQUFAV8ZA88EhXFgPS5dyVYEOT8DQE0Ry9Lwf+juOE48BVkW2d6eO0VXFWRFJUbNNAyfWOf9HzNh6zwOPLuALQ5a+H3Asl+yAEj0A9OuA874WWJ21pqtaJSWPwQ07NR/buNu4HPJ5uKcB5LW0s1xcC1aHEEQP7aDfVfkeXgG54ZxcmwWWUdUn6iS2ICpQOlI5py8893EbFMFL4fxhTrlwmjuDTToRMAe3ezARPoEASphtNHZX5IuSNz7MXpc7O9akGVBTTE7Z8biFdQmZY9K8+yyJpOCoNSQtFWpvLwcN954I/73v//hRz/6UbLeJiwnn3wy/H4/Nm7cKH9NmjQpJfuSdAxkgngprELD5HBIGfuH5l0lijA6+sVIEARZR7FB8hRK2rywNMEmBXhhrfgBwJYDXP8GE4e2Hwb+djZw4PPA53QcB/5xCfD5H9jPc24DLvhzYgOQadcznyFHI3OebtwV+hxRBN6+k/m6jDonqYJojkte8GI/NfEgKLhFPlZhNKCUxOraE7RQCQIbHgroDumMB64v4eL/lJfDuB5oRPSZxGR1hxkqhwGskzK7GIKzHVOxBwAT7vPROrHognhGqTjHqvhQkSYoJWTspXlZWRnMZjPq6+sD7q+vr0dVVVWK9ipFdNYBnceY3qRqsu7T2vg/noa/Dxc8H2xmNW89x2ij8EBrw2Fm3T+wuG8HQVYp8+XxGnB9LawBFr3HtAaORuCFi4B372KzwHa9Dzx+EnOZtuYAl/0NOOfXzIE6kVhswKJ3WYnO2Qa8eFXodPNNL7KJ8ZZs4NzfJcUhOhiXlwWRdkvsC55ZpzssVmE0oJTEEiaOBpQhnXuXAe74TPeCaeth/+tch5dSYbTPAxxYwW5HqQcCkuMTBAA94cZmqDGZgRFMzH2qeTMsJgFZVlNcmSDehVukCoIoE5QakhYEORwObNiwAU1NTUnZvs1mw/Tp07FsmdJd4ff7sWzZMsyZMycp75m28FJY2RjdyfGA6h9PoxwwpDQwE+Rwa/sEGYVrjHhLaXVR39UDAcyOH2CuxIbIrwRu/JANIRV9wOqngEfGAS9eCfS0sGD2O8tj9xQyQm4ZcM0rQMFAVpb7+BfKY90tzOUaYC35xUOStx8qnInMBCVIGA0oHWIJK4cBQNUkoGgwK4ntS2yXGO+y4xnYlGaCjq4DXB1AdknYzlU9kuEYDUSRCQJkHdNMYTfysywQBEE+p/HGj2jgmaCiHBvK8hVfNa1RL0RyiaPNRJ/f/OY3WL58OWbNmoVdu3YhLy8PS5cuRXZ2dNmArq4u7N27V/75wIED2LhxI0pKSjB48GAsWbIECxcuxIwZMzBr1iw8+uijcDgcWLRoUVz7v3TpUixduhQ+XxT/JKnEQCkMUOrQWvb5vFusxeGG2+uPOxMUPAF8YFHf7QwDAJtk0Gc4CAJYaeySJ1jH1ScPsLZ1kxWYfQtw5n3MrC3Z5JayjrN/XgqsfpKZ+NlyWSs/wMYbcDF3L5CQTJBeEBSjMBpQymHH2+MfmCkjCMDYC9hohh1vA+MuSMhmRVGUs148COpMpTBa7go7PaaMZso1QQAw+EQAwFTTXhTZ2fHFz5nHY+galM/F2VaU5NggCGyyfYvDrTuTkUgOCQ+CnnvuObS0tOCDDz6Q73vllVdwxx134Mknn4xqW2vXrsXppys1ZD6zbOHChXj++edx5ZVXorGxEffddx/q6uowdepUvP/++yFi6WhZvHgxFi9ejI6ODhQWpofBX1iOSUFQ9bSwT+Mp8kKNTFBxjhVWswCPT0Rjl0vRBFljO0TGDQgUlff5cphRTZAWw+exr8bdzIMnv5fLuSPPZMLrDf8AvE72BTBn6gseZYNYewklCIo/E+T1B34WsQqjAWBQCTt+4xmToMm481kQtPs9VjZKwN/a6fHLnXH8/y6lwmhZDxR9KQwAeqTxHwnTBEXbHQYAZWPgsRYg29OBKdbDABSvtVgCY56VL861wWI2oSTHhmaHG01dLgqCepmEB0EvvfQS/vlPZsL27W9/Gw8++CCuuOIKPPjgg1Fva968eRDF8OnB2267DbfddltM+9onEMUYMkGhJ1pBEFCRn4WjbT2oa3cqYsQYM0Fnjq3A2Kp87KzrRFGOFZPTxC06WSjlsDjS2eWjE7Q3MfCN3zJPlMJBLJgWBCC7OP6Br1HiSsBVP3eMDq4sxJMJGiJp5g41OyI8M0oGzQZyyoDuJuDgFzEJh4PplOavCYKSkU1ZOay7RblIizEIcia4HBaVTxDHZEJzyTRU1S/HNLAmAv63bepiZazgjttwcH0mvyAty7PLQRDRuyQ8CLJarbJz9Ny5c5GTw8ogfn8MV8hEZNoOMQ2JycqGaoZBLcbToqLAjqNtPTjcopzoc+2xnXhK8+x47wenoMPpRZbVFFd5IxNQhNEZepzb84DT/y/Ve5GQTBBfi4IvoDrjmEvGGweOtPbA4/PLQW/cmMzAmAUsC7fzncQEQSrXbf6/3uXywu8XZSPJXuPAcmbxUD4u5oA65d1hEnWFU1BVvxwTfDsABGrLulxezQy7Ho4gR/6yfBt21VOHWCpIuDD6pptuwo9//GP4fD7ceOONyM/Pxx//+EcsWLAg0W9FAMARaWhq1cSIGhKlDq09/Z13dB1sUjpVsuIIXgRBQGG2tc8HQECMmiAiBJc01NIehzCaL/TBmaB4jBgr8u2wW0zwqhzQEwbXAu18B0jAxaK6C47bAYgi0OlKgS4ozlIYkARNkE2aHRZlEHQoh9mrjHJtB0QRdotZtsboiuJv6/OLcHsDS3yludQhlioSHgRddNFFOPfcc3HmmWdi4cKFOPvss9He3o4HHngg0W9FAExMCwA1syI+VdYE6WSCeHqXt8lnW829f+WYocSlCcpQfH4RT6/YjxW7GxO2Taek/4gn+NYaoCqKYlxBkMkkyB2UB5sT286OYacBtjxmc8E7PeNAPX/NbjHDKgXo3Xpz7ZLJvs/Y95FxBEHJ6g6LRhMEYL9tNLyiCYXeJtntnWcVu6IQnqszULzxRGmTp0xQb5OU7rBrrrkG11xzDVpaWlBcXAyhF/xF+i21q9n3QQaCICkTpJe25V4o+xq7AMTeGdYfibpFvg/wv41H8et3d8BqFrD23rN0g+toSEQmiFeq/KpymMvrl4OiWMphANMF7a7vwsEmB04brT03LyasWWxQ57bXgZ1vAzXT49pcZ5ApZI7NgvYeDxy9nQlqO8wMQU0WYHDstiWJ9gnKlgxgoy2HtXos2CYOxRRhP1C7CigahPwsC1ocbnS5jGuuePAlCErZt1j63+FaIaL3SKpZYklJCQVAycTTA9RtZrdrZoZ9qiiK8klQ70q4Wmr53HqUTUrWMlUktOFz1OISRmcYaw4yI0yPT8TaQ/EPTPb5RfnvF08JVRFGK5+FulyRE+NiOryM6YL4EM2EMlqSC+z5MO5N8XIYD4L4/7vD1cuWH4e+Yt+rpzHbhRjhwUqiLspizQR1Or1Y7x/FfpAuPvnfNprZbOqgjq+PRdK5tpWCoF4nYx2jk8nSpUsxfvx4zJwZPrBIOcc2An4vkFfJTNfC4PWLskZCr9RQHTTaYlAfb2tPJFwbsPN4B1oc/eNE1qAyDtzfGH9g4FaJyuMxS+QLi1pew8sVubbYS7zDy9lCzjOlCWXkfOb4Xr/V2GDdMHCjUz5/jTc39Hom6NCX7HscWSBRFJPmExRtJqjT6cE6v9TBWbsKgBIERVMOk+cyqn4fnglqjWEiPREfMZ9pHnjgAbz77rshYyv6AosXL8b27duxZs2aVO9KeI6oSmERMm4u1QKjV2oYVhZ4tTaxj7e1JxJeDnO4fTj3T59HLbrMRNQjJGKZnxSM+m9mi6P7yhwmExRrKQxQ5nAlIuALIbdU0fXt/iD8cyMQrKviHUjRiHcbOpx48N0d8VkCHFrJvg+ZG/MmXF4/+MeYuCny7NjqjjIT1KHOBNVtAdwOOdsWzd9Wy36kWDKwbacgqNeJ+Uxz33334YILLkB1dTUGDhyICy64AD//+c/x5ptv4ujRo4ncR0IPrgcyIIp2GVhgyvPtsjMuAEyiIMgwXHwKsOBg1YH4y0PpTn2H0skSy/ykYLieyiQAljiCIJ7o0QqCcuOYTs/LYcfae5IT5I4+h32POwgKHD2SK2lgHFEIo5//6iCeXLEfi56L8UKwqwFo3gNAAAbPjm0bCAyMs+KwTVAja4JiKIcdQylc2ZVs1M2xDciXPKeiywRJI4lUmSCu06RyWO8T81E1c+ZMDBw4ED/96U9x9913o6ysDK+99houv/xyDB48GFVVVTj33HMTua+EGlGMShTtlDJBNrMpbDlg3hgm+MyxmXHyqLL497OfYA06Qe843pGiPekdPD4/mh1KEJSI1l6PVK+NJwACVOUwlTyLl4Ly4wiCSnJtKMiyQBSVDsqEMvob7PuB5XENVHV6A8tHSjnM+KL/4XaW4d8fq/6J64EqJzDTzRjhWROb2RT3ccHhmjC3zw9vFI0MTHAuoLtSMqU9skYuh0VjP+DUygRJmqC2bk9Eg2AiscR8Rli1ahWef/55/N///R9mzpyJRx55BCNGjIDL5cLGjRuxfv16bNgQf7snoUPbIcDRwEwSDQwl5JmgSF03P/7GWORnWXDOhCrk2JLSPNgnCT5x7U+GbiSNYCdr5eeWBFzB8gXJGqctg9bssERkggRBwNCyXGw+0o7alh6MrSqI/KJoqBgHFA5mHVUHVgBjvhHTZly8HMYzQbIw2vhCXZprA5/a2OJwoyTaJgkeBMWgB/L7Rby3tQ6Tawrl7GA8GrFg1MFHj8eHfIPBFRec+wbMAA6+BxxZi7yiBdJjxstY4TRBbp8f3W5fXMcpER1xHVk33HADdu/ejTFjxuCEE07APffcA5/Ph9mzZ+N73/sennrqqUTtJxFMrZSmHjCZtdhGwOhgypJcG+49bzxmDC2Jexf7E8GjGGIZqphJtPcEBj2tjvi1DHzeVTTjB7TQcoxORBAEKIaiSTG1EwRVSez9mDcjl8O4JsgWfRDkVQWQMWU1D0tB0JDog6B/fH0Ii/+9HgufXa0EDAm067BbTPIxYrQkpvaZMg2WMu9H1iBfyrJF5ROk8TtlW81yhymVxHqXuMPrvLw8PPzww1i7di22bt2KkSNH4oUXXkjEvhHhOGJcDwQkZhwBoc+oynz8+eppuGM+E042dvZt51d5AKRqLAP3+IkVr9QeH+9ICi3H6ESUwwDF1C5pny8vie3+AIixLML/15VyGBfvGv98mlVBXtRZTWc7ULeV3Y5BFP3Btjr2vk0O7G1g750ojyCAZfT49oyKo9U+U7ZB05j3UVc9qkRmFBqLMFrd8i8IAoqyuVcQiaN7k4SsiF6vFy6XC1dffTVqamqwaNEitLT0fWFoSpH1QMba+J0Gy2FE7Fw4pRpnja8E0PedX/mJuqY4R87cxHvy5qUPizneTJBGOcyZmEwQn/CdtCBo6MmANYe5R9dtiWkTwf/reXa+4BtfqNUzrPZF2w13eBUAESgeBuRXRfdaBHbfbT3aDiBx7fEcLo42GgQF+Ezl5AFVbIRGjWNryOOR4Jmg4N+Jd4hRENS7xLwi/va3v8W1116LyZMnIycnByeddBIee+wxzJo1C0899RQKCzO3syjtfYLcDuUEOchY54V8ddgP5nilknIpU9DicAUswn0NeQ5djlXubIn35M1LMBZTnJkgze4wtvDE0yIP9EIQZM0ChktDVHe9F9MmgsthXNtndKF2eX0BQt+ofZHkUthJ0b0ObB/V1gvcmDKR5TBAycL0eIz9TXgmMYf7TEnmtJUdLAiKxixRz/yxKIc6xFJBzGeE//u//8PQoUOxcOFCXH311Rg9enQi9yulLF68GIsXL0ZHR0d6BnPHNrAWzfxqoLDG0EuMCqOJ+CiSrub8Iss+JGKURDrCy2GF2daYRgdoIQuj48wEafsEsX2LZW6YGh7kNiZz0OW484Fd7wBb/wuc9uOIHmDBcJ8gJRMUnSYo2OxzX0OUQRD3B4pBFF3fEail491piSyHAUoAYjQTxDvr5EziQDbapLh9O4Bz0BWFMLpHQxgNqDNBFAT1JjGviKeccgqam5vxi1/8AtOnT8fcuXNx++2347nnnsOmTZvg8/V9s7iUEWUpDCBNUG9hs5jkv3FHFCfGTKOtR8kEyW3CUVwNa5EoYbR2i7y0iMWZUeCZoIbOJArfx54PmO1A066YSmKhLfLRjc3gpTD+ORxrdxpvJfc4gWPr2e0YMkFNQRm2o5L/VKKDoOxogyB30MihyokAgNzWnQDE2MwSg4OgXNIEpYKYV8Tly5ejvb0du3btwtNPP425c+dix44d+OEPf4hp06YhLy8Ps2YZE+0SURLF5HiOrBOgcljSkQ3UentMQS/SocoE5cXgSKxFwoTRSTJLBCC3ircloBtOl6wCpUtsy8tRv1x2jJYW2RzuE2RQE9QsZYJGlufJf0vDo2COrgN8biC3AigZHsVeM4K1dG7eIp+scliUmiDuuYSy0YDZBrOnEzVCY2xjM4IsSAqz+fwwCoJ6k7jNCEaNGoVRo0bhqquuku87cOAA1q5dSz5BySBKk0SO0jFCmaBkk59lQVOXK+7MSDrDU/ZF2TZldECcv6/HnxhhNM9g+FWpIEWHEd8pj+ufOl1eeH3+hBn4hTDlKmDHm8DmV4D5vwBMxoMA3qXHM5LRlsN4Z1h5vh1NXS40O9xodrhRURDZiiNADxTD8Gw964GEZ4Ks0Qmj+d+O2w3AYgPKxwB1WzBeOIQP3RXw+UVDWUwlExR47KTDJPlOpwfZVnPyjus0JCm/6bBhw3DFFVfgN7/5TTI2379pPQB0NwFmGzBgiuGXGfUJIuJHmSfUd6/o2pOYCYpXGK1VDlNceuPbNg+CgOjEsFEz8iwguwToqgP2fxbVS11BmaBcW3Qt8jzrU5pnQwEP+oz+rvK8sOhLYYAiOK8uDAy4kqcJik4YHZBJrJoMABhvOgTA+PHPs0/BATnXBKVEGO334+XVhzHtlx/hsse/Chhm3NeJ+ozQ09OjORts27ZtCdkhIgI8CzRgCmCxG35Z8NUhkTwSpZFJZ7gmqCDbKndcxa0JSpQwWsMxWq8tOVosZpPsNZTUK3aLDZh4Gbu96T9RvTR4dhg/Ho0u+LwkxceEAEr5Myx+n3J+inFyPA8AhgYNc05ad1iswmhA1gVNMNUCiD4ICi7x8e6wNiN/60Tg7gY++TXwyHjglyU4770T8Yz5t+g+ug3vbT3eO/uQBkS1Ir766qsYNWoUzjvvPEyePBmrVq2SH7vuuusSvnOEBrXS39xgazzHFdQxQiSP/AQFBekMn3bNMkGJ0UAl0zFaT4waCzw7kvTFasrV7PuOtwBXp+GXhbTI2xURsN+AbQMvh5Xl2eXf1ZDIv24L4O4E7AVsZlgM8GNoYFF2wP2J9wmS/iYGB+HyTBD3XALA3PoBTDLtB2AwUFS9Z441OAjqRZ+gtlrgb2cBKx4GOo4CEJErOjDPvAn/s/0MDWteT/4+pAlRrYgPPPAA1q1bh40bN+K5557DjTfeiH//+98AQmcnEUlAFIG9y9jtoSdH9VK5Y4TKYUknlllNmQZfrPKzLAnTBHn9PBMUrzBaygSpzknOBGmCAOWKvd3Aorf1aDvueW1z9F47ADDwBKB0JODtYYGQQZxBjtHqwM9loMwhl8NylXKYoQX+8Nfs+6DZUWmY1PALh4qCwCx3ssphhoXR7iBNEABUTwMEM6rQjAFoNnQ8AIBTZxRIcQJ9gvY1duHe17fgk531oQ86moDnzgXqtzIB++XPAT/chcvxML7wTUCO4MINR+8HdsU+uiWTiOps4/F4UFnJHHGnT5+OFStW4Mknn8Qvf/lLuQ7fF0hbs8TmvWxwqtkGDDs1qpdSJqj34IsP79Lpi3BBaZ7dkjBNkEfWBCXGMVqd9NDzZokFOQgycMV+92ub8eLqWvzsja3Rv5EgMIE0AGx60dBLPD5lvAMvh6mzKD0GMh9NsibILs/EM6R/Osz9gU6M+NRutxd//Gg3Nta2BdzPB5FW5AdrghJ73sqxRVci1NQE2XJl5+jppt2Gy6M9Hu3SLM8Etfd44jJa9flF3PT3tfjXqsP47j/Wo049x9DnAV6+ng3pLR4G3LwMmHgpXNnlWOuswULP3XjTNwdWeCG+ugio3x7zfmQKUR1ZFRUV2Lx5s/xzSUkJPvroI+zYsSPg/kxn8eLF2L59O9asWZPqXQlkz0fs+5CT2D9gFJAwuvfg2TZnnLO00hVRFOV26xy7WdFAJUoYHffsMPadZ6dFUVQWnjiF0QBUDtnhF732bg+2HmXDR7/a1xzbwjbpm+z7gc+B9iMRn+5UBTn8f91sEuThnEaCIF4OK8m1oSDboCZIFFVBUGQ90NJP9+JPy/Zg4bOr5XEpgJIJ4n5MnERrgqKdHaZogoL2Q/pdZ5h2GS5jdcvCaG1NkCgaL61p8dW+Jtlp2+3zy7PYAADv3w0c+hKw5QPXvAQUDQageEMJJgt+bbsTK3yTIHi6WcDk7dvmjVGdEf7xj3+goqIi4D6bzYYXX3wRy5cvT+iOERrslYKgkfOjfikJo3sPfgXuNKg3yDR6PD55tmeuTV0Oi3dsRmKE0TwT1NTlRmOnC26fX84KJSITxP1c2nvCB30HmgNnbh1p7Y7+zYqHAENOBiACmyN7BqnLXer/9SweBBlY9Hk5rCzPpsoERfhsWw8AXfUsSy25KYfji73NAFjWY/ORdvl+uRwWFAQlWhMUvTBax2dKynrNNO0y7O/j1NGnWVWi+3hKYgFBD4BNR9rYjXV/B9Y8A0AALnuatfhL8M+8ONeGIeUF+IFnMZz2MqB5D7DhHzHvSyYQ1YpYU1ODqirtgXhz50Y/LZiIAnc3cPBLdnvkWVG/PLhtlkgefb0cpnYezraa5e6wRLXIm+OeHaYEUT99YwucbuVzSMTxL2eCesIvVMfaegJ+PtgcQxAEAFOuZN83/JN1YIWBL7A2i4nNuJLgmZRIgXm32ytnKkrVwugIAZ/cGl89jc0/C4PfL2J3nSL03tug3ObHUFGOLSAYTpZjtJHMGKDhGM2RgqBxwmH0dEYeGi6KolyCC84EAUBRLtcFxX5BsWo/24+Lp1YDkOavNe0B3vsJe8IZ9wJjFgS8hgefBVkWDCzORisKsGbQt9mDK34HeAKP5b4EpQUyhYOfAz4XUDgoIII3CmWCeg+eCXL10UyQ+iRuMgnI591hiRJGx6kJUpedPthWL4tarWYhbtE1AMNC8OAgKOahqxMuAbIKgZZ9wM53wj5VdosO+j/PthoLgnhZxGYxIddmVlrkI2WCoiiFtXa7A4IPHhyKohgguFcHPokuh/FSoRGhOKB4LOUGC+vzq9CWVQOTIKKwaWPE7aizklou2PHOD2vucmGPNOvtoqkDAQCNbQ7g9VuYwH746cDJPwx5Hddi5WdZ5c68j3O+ARTUAJ3HgbXPxbQ/mUDcZ4Q1a9bgzDPPxOTJk3HppZfil7/8Jd58800cPnw4EftHcLa/yb6POjsmJ1ZZE0TC6KTDsw1GrzIzjWDPFN6CHa8mSBZGx1kO4zoWzq46pstJVBZUdmCOIKo9GhQExTxvzJ4PzLyZ3f7yUSBMJ65TR3Rr9JiUS2G5NgiCYLxFnneGGQiCgofPHm5hQVC32ycHsPlZloDAJ9GZIHuUJWvdchiA5pITAABVHRsjbkddftP6nYpy4hudseFwGwBgZEUexg0oAADM7f6YjTOxFwAXLVVEcyp4Jig/y4JqKQg63O5jA3wB4PM/AK4YOhwzgLhXxOuuuw5msxnf+c53MGzYMCxfvhyLFi3C0KFDUVpamoh9JLwupUV24qUxbULuDiNhdNLJMnjVnal0y+3CgY7ERvUVenCBbLzC6AGF2fj7t5WRMrvq2Mk7UQtprtwNF/735UJZ7nsUcyYIAGZ/F7BkscXs4Oe6T3N5tYOgbIMamGaHJIrOY4uxrAkKVw7ramTaEcDQKJ+GjsC/Axdi80DLbBKQbTUHfF6JLuNnRZkJUnyCQoMgRzlz7h/QvSvidngQqpeVjHd0Rl0HC7SHleWiLM+GPMGJJeaX2IOn/RgoHKj5OnUGrqqQ6bEau1zA1GtYF1l3E7D6yZj2Kd2J2zSjtrYW77zzDkaMGBFw/6FDh7Bx48Z4N08AzBvI1Q7kDwAGx2ZHr0yWpkxQsunrmiB+wuRtxnyB9fpFuL1+uRMpWrgWJd5J7wBw2uhyzBtTjs92NeJAU1fAfsYL379IPlDcN2ZEeS5213fFFwTllQPTvsWErV88qmuR4ZQvdgI/A6VjMfwxqbhFs4WwMNtAOWz/p+x75UQgpyTs9gGgQfo7mE0CfH4RX+9vwdC7lTJfWR7LQmUlsRwWbfOCfMwHd4cB8FdNBTYBw9x7WJYuTKa+O4JzebyjM3g5szTXBovZhDuy30Wlvw2u/MGwz/qO7uvkcpjdilLps2/ucgNmKzDvblZOW/UkMOd25mbeh4h7RZw7dy6OHAlt3RwyZAguuuiieDdPAMDWV9n3CZdqpjKNQJmg3oPrMfpqi7wcrEgLglrgGU82KFzJIRYGSPOneLtwojNBkYIg3uY8uITZWcQ9a2zObYBgAvYtA45pD6fmM5+CA1FZGB3h82mQMgmVUneWkgny6Bvi7v6AfR9lrGGDZ37GVuWHPJZtNeOn540HEBgoJLwcFkUmiImZFV+sYKzVk+AVTSgW25h+Jgw9Ou3xHN4m3+KIrRzWImXySvNsQPsRXOdnFYSdk+4KO2ZJXQ4rlbKAzV1u9plPuBTIq2LdfzvejGm/0pmYVtRLL70UP//5z/H666/ju9/9Ln71q1+htbU10ftGAIDbAex6j93ms4RigITRvUdfzwQ5gjJBVrNJ7uTp9sS+0IcrOcTCgEKmbVhzkJ2bElVSyTVoDskzQTXFbD/i8X4BAJQMAyZezm5/+DNNbRAfPRJcUsw2qAni5ZQqKYDkmiC/qPP7+n3A3o/Z7VHnGPo1+II7vDwv4P5/3zwbG+47CxdMYV1NyewOiyYT5PIqBpRaAXpBfj72iKzMJOoEp5xI41viFkY7VJm8j38BO1xY5R+LnUWnhX0d1/PlZVnkTJDb52efucUGzFjEnrj66Zj2K52JaUUcMWIEvvzyS9xyyy24/PLL8cknn2D06NG46aab8Mwzz2DdunVwu/u2wVKvsfNdwNMNFA9lNvoxQmaJvQdfbPtud1joVXG05nNacI1NIkZbAMDoysBFNlELqTKQNPzvyktIchAUp48SAODMnzFt0MHPga3/DXlYHkIb1GFnVBjN3YV5EGS3mGCTAirNTNaRNYCzDcgqAmqMOezzYIr/XQDgvEkDcNKIsoBAVd3ll/DuMKvxTJA6+Aue9wUwb51t4jAAgPfIxrDbkp3LdY7xojhHZ3Bh+3D3LmDLy/BDwK8830KHM/znrmSCrMi2meWSLy+vYfoNLAtZ+zXQejCmfUtXYgqCfve73+Gjjz5CQ0MDamtr8dZbb+GOO+5Ae3s7HnroIcyaNQv5+fmYPHlyove3V0ibsRleN/DZg+z25Kti6grjBE+WJpIHv4J1+/poJkjD54RfIXdHEAuHQxZca+guYuHs8VW4etYg+edEHft8/4xmggaV5AAw4LVjhKLBwClSi/M7S4D2owEPe/zaHXbZNmNmiXImqIAFQaxDLIxrNC+FjTwTMBsLXvmCy/2WAO3PXB0EJTqDzUvWbq8/4lBZuUwrWUIEk2szYweGAwC8R4xmgrR/n+I4h6jyfZ2w9ykAwObic7BVHB4xAFda5NlnyIXxXCiP/CplXuW2vjVcNe4ja+DAgTjvvPNw77334pVXXsGePXvQ3t6OZcuW4ZZbbknEPvY6aTM2Y/VTzBsktwKYsziuTVEmqPfgXR+ePhoEdQe1yAOqqdwGZzFpkehymMkk4NZ5I+WfEzXime+f2+vX/YxdXp9cDuUZj85EZIIA4OQ7geoTAGc78Mb3AL+yD3ImyKwnjI4uEwQE6oJC2PMh+26wFAYAXS62HfXnPKQ0dAwQt0wAkPDZlHZVRidSNkgRRWsfl4Ig4Gj2aACAuX5T2G0pmiDtbcUrjO52+zBaqEXFsWUABKwbciOAyKVY7nnFHau5MD5AmzRB6kze+lpM+5auxBQEbd68GX6//oGTl5eHk08+GYsXs4V727Zt8Hr77kTtpNDVCCx/mN0+82dAVkFcmyOfoN6Di1K9vkQtu+mF0h2mLCT8dnccJcDgrrNEwLMwgCKQjhd18Kcnju5UlY6qJW2Sy+tPjG2C2Qpc+jRgzQEOLAe+fkx+yKszhNaIMNrt9cvdYTwTBAD5sldQ0O/afoRNIocQ1SgfdTv2n66ainMnVWHR3KEhz/OGWWPiRW0m6YoQGIYTRXPaCsfCJwqw9TQAnXW6z9MbnspRymFhhOgR9vV7Fkm8PP4i+EvYRUCkCffqchgA2SQzIHAfdyEgmIG6zUDzvqj3LV2JaUWcNm0ampubDT9/zpw5ZJ4YLe/dxdriqyYDU6+Na1Ne1WRpEkYnH34V3lfLYUrZSlkUcqzxewUZWWzi4VCsYyuCsJpNcqCrVxLjV9Z5dgsKs61yJbsz3g4xTtlI4OwH2O2P7gP2sTZ1j1/ba8mIJqheKoXZzCaU5Cpt0LJrdPBCyrNAg2YBucY94dR/m4umDsRj107XDHw9SbyIsJhNsn9TpAaGLlfkMm1BfiH2iUzQjeP62aBuWROkI4yW/u5urz8ms9UK10FcaPqK/XDKEqWUGeG4Cy6HaWb/ckuB4fPY7T6UDYrpbCOKIn72s58hJycn8pMBEkkH03oI6DgG1MxgV3XBbHudfQlm4MI/A6b4SlhqbxCaHZZ8+FV4Xy2HOTTafLMNeueEw8hiEws3nDQUz391ELecOjxh28yzW9DidQfMUVOj/l1MJgF5Ngs6XV50ubwhE9JjZsa3mVPzlpeBlxcC178Br4/59AQPoVW6w/SPSR4EVRbaA8pPuq7Rcmv82VHtdqfBsmey/3+yLCY43L6ImSBFE6S/v+X5dmwRh2E0jgLHNgKjtcuDPBOoJbBm72GG1SzA4xPR2u2JOit6s+8lmE0iekYsQPaAKShoYi37kcph6u4wQHFdDwnaJ17KLBq2vQ6cdldU+5auxBQEnXrqqdi1K7I7JmfOnDnIzs6O/MT+wqYXmeDZls9Mz6Zezezmj28CalcBXz/OnnfKD9lAwjhRdynZEjA7iQgPzxIk80o2lXRr+PnkRDmQMhi1F0uifII4/3fuOJw7aQCmDipK2DZzbGa0OPRHZ3QF/Y3yslgQlDBdEMAaJS78CytLHf4KeOFiFE36KwAzLEF+YkYco49JeqABBYHnak3XaE8PsH85u62z4OshZ4Kywn/OyS4nZ1nNcLh9ETNBRrRqFflZ2OYfhsvMX0TIBLFt6WWCBEFAUY4NjZ0utDrc8hwvI3iObsK5pq/hFwW4T7kb2VDE5+GE0X5/4Mw29l3ndWPPA978PtCwjZXESgNNkjORmM42n332WYJ3o78hANklQE8LsOsd9hVMzUzg1MRE2lwPZDObNLsbiMTCy2E+vwi/X+xzf3OH7OysDoKMtY3rEcmLJR5sFhNmDYvsZBwNeRG64fjCyYWm/PnxDpkNwZoFXPsy8K8rgMMr8Y0N38MJwo9gMQeOR5CH+obJevCBrwOLg4IgLdfog1+wgZwFA5lTdBR0GcwEJVMTBCjSgMiZICl7E2Z/y/Pt+MLP2uRxfKPu83rc7HcK1/JfnGNFY6cr+g6xT38NAHjbfyLOqZkEQMnihdMEOdxe2XKqIEQTFHS8ZhezLrEDy4Fd7wIn3R7dPqYhlBZIBfN+Aty1D/jOcmDuD4DccnZ/8TBg0jeB8/8I3PBOwuzJlc4w+rh7A3UpwpPkE3kqkKfI2zWE0TEGQY4IXizphl02xIxUDlMyQUD8Q2a1dyYfuPZVYMjJsPu68ILttxjVszXgKXI5LMznc7SVBUHVRVkB98vZBPVCuvt99j3Kgc6iKMp/s0i+Ta4km40aNTUNnpWnRXm+HdvEofDBBHQcBTq0naN7JDPRcL97USwdYkfWwbr3A/hEAX/2XS5n/I3MfuPHqsUkyGtE2MG5Y89n33dqXLxnILQqpgqTCaieCpz1S+CHu4C7a4EfbAQue5rV+sNYnEcLP+nYM2Bx6Quo25P7YklMniJv0yiHxdgiL19t63ixpBu8u0iv/Bec7UhaJohjzwOufRmHC2cgT3DixoNLgLXPya7SctBmJBNUFKj1LAgujfj9wG5JFB1lKczrF8FteSLZdVw5k3k8zRtTHtV7GMVmMBMUScwMABX5dnQjC7sFKRt08AvN58lmiWHOxTENUf2UieRf852CetsgWdPFA9gej08eqRKMemQGf12+XiYIAMaey74f/pp1MWc4FASlAyZz3C3w4aBMUO8SEAQZnFKdSTg0WuRlYXSMmaBktMcnk6xImSBnYBDEA4lIBotxYcvFa2MewTLfNNhEF/D2HcBL3wK6WxSfoDBZj6Nt2pmgkJLK7veA9sOKpjEK1J48kew6fnTOGDx13XT89ZrYnfLDYTQTxANdvXlfAGSx+5feseyOg59rPo8HVFqDWDmKV5DBctjBL4B9n0AULPiz75KAixO17kpPj6Z0hilNOmG9oQprgAFTAYjsWMhwaFXsB7jkTBB93L2B2SSAJzP6YoeYVit7jgHhbfht8qAhM7KV2XJmRfvzdQR12/C/VUKF0Rr0CDbc5PkhPqq5HTBZgZ1vA4/PRVnT12x/wwjXeRBUE6QJKsrmmQkPyyyt+B17YNbNgC3U5DAc0TRpZFnNOHtCVdIsE4xqgoxkb8rz7RAE4EsfG/6qlwnqjjBAFYiyHCaKwMe/AAA0jLoStWJlwLbNJkHWpenpgjqdoRot5XjVCdr7UEksIavi4cOH8c9//hOvvPIK9u7dm4hNEgmE3KJ7n77qFSSKoubYDEUYHVumI/MyQdIATp2gr7M3NUEqvD4RIkxYO/Ba4KaPgdKRQOcxjHzvWtxl+Q88OnYlHU6PvOBVB3UkBbgY75Um2FuyY3KxT6cmDeOaoPDzvgD2/16Zn4W1/jEQBRNz+u84prEtrgnS35aiwTJwrOx+HziyGrBkY++4WwGEZpkK9MwuJdTlMI48Bkfvombseez7vk8BV1fk/Uxj4g6C/vznP2P48OG49dZbcdNNN2HMmDGYNWsWNm/enIj9IxIAzQ3rffhVbl9zjXZ6/HIniVaLfKzC6GQbJSaaSOWw4LbqpGuCJJQBqpLm8JYVwAnXQ4CIxZY38Yz3/zTdfrkeqDjHGhKIqod6iiskF/sZ3wZyy6Lev3QqzfN9iOTibSR7A7AyYidy0F6knw1SbCD0t8UDZj5eRBe/H1j2K3Z79i1oNZdI+xn4+RVoCdtVaAVBOXJ5W+d4rRjHGnl8LuYblMHEfST+6le/wt133422tja0t7dj165dOPnkkzFnzhx88YV2SpDoXdLpxNNfsMpeQX0rE6Q+KarLA/EGQcp8pszIVmZFEBoHC6Pz5YUtuUFQyABVWy5w4V/Qev4zaBNzMUnYBzx5KrDxRVk0Dag7w0J9abiL8XT/Vgi1q+ASrfiq8uqY9o+XntKhNJ9lcJK80W42/rc7nC9pmDR0QUYCKl6+inisbH2V+fVkFQIn36G7bd7urlcO48GWWhOkzgRpju8QBCUblOElsbiPxK6uLtxwww0wSeZcI0eOxCOPPIJ77rkHP/zhD+PewVSQNlPkEwSVw3qfvjpJnvviZFsDu7js8oISYyZIw4AxnYlUSlF3uwGqIKi3MkHBeptxF2GB67f42j8OcHcBb3wXeHUR4GDjj5TOsNAgiLsY32Z+AwDwkm8eHljRFtP+8bb3dDgXySXNiJmg8AaHHP63226VfJNqQwdwK4GK/nFuKGvo8wKf/ZbdPun7QHax8j8UtG1+7EWac6eVCfL5Rf0gkeuCdr8P+JKrdUsmcQdBkydPxsqVK0Pu/+Y3v5mxJbG0mSKfIOSrL8oE9Rrcsbevtch3e7RHWxjpPgqHYsCY+sXRCHwB1WuR5/fzhTPPzq6yEzY7TAe9AapZVjOOoxTXuO+F+7R72Uieba8Dj50I7HwXR9r0M0GCIOAEYTfmmrfBI5rxhPcCbD/egcZOV9T7l05ZaR6IRcoEGS+Hsb/dOq80nqVxJ+DsCHhOj4aeLhhD+rGt/2W6o+wSYPZ3AWiPswGUCwu9zJKWMFodpOlmdwfNAnLKAGc7cOhL/X1Nc+I+Ev/whz/ghz/8IV566aWAtNmqVaswatSoeDdPJAC+MNHcsN7D1lfLYS7tK1m7watqPYLNBdOd7AiaIL6w8uCwt4TRSjks8NTOgw4/TOic+QPg5mVA+VjA0QD852qcvv0+FKALg0o05kHWb8cfbE8BAD6ynY6s8iEAgB3HO0KfGwGlHJb6c5HcHRbhmHUaaJEHlCBolyMbKBwMQGQicglRFNEdFBxrETET5PcpHXon3cY8oqB0sQXvZ16EIKhDo0XebBLkQF93HqDJDIxZwG5ncEks7iDo5JNPxvPPP4+77roLlZWVOPvsszFv3jzceeedeOihhxKxj0ScUCao9+HlsL4WBHXrXMlmGbyq1t2ugSGV6YSsJ9HJfLnkZoSgclgksWuc+Py8HBaYCTKZBFms7/T62UxC7lgPASd2fojP7Xdg3tEngH2fAN0trOvnw58CT5yMGv9RdFpKMfuGhzCmMh8AsLu+E+9tOY4/fbzHcPCrlMNSfy7iFyqRStY8ExLpIpL7Kx1t7QFqprM7jyjVhICmgjDHeURPqS2vAM17gKwiYObN8t1y12bQhQQPgvSCmS6Ncph6H8POA1S3ymtphzKAhJxxzj33XOzZswfLli3DZ599hg0bWPR7/vnno6SkBJMmTcLkyZPx6KOPJuLtiCiRTzxpIEbsL3BNRl8rh8lu0UEnWqP6Cj06dE7E6UqkcpgzyJsrv5e6wzxyOSz0f91uNcHt8yufkTWLOdaPOQ97n70RI4VaFO54AtjxhPR4DuDpZrfHno/88/4A5Fehpng7AODtzcexsbaN/V4uD+49b3zE/UuncpgcBEUI3HsM6HgAYGgp80xqdrjxlWsYTgKAo+vkx7t1mgqC4VnDbrcPPr8Is7q06XUBn7AZYZj7gwCT3W6XdklZKYfp2Dno/O/l2M1odoTJBAHA8NMAay4bFXJsAzAwOcaWySRhR6Ldbse5556Lhx9+GB999BGamppw8OBBPPvss5g3bx4OHTqUqLciooSE0b0PL0f0NcdovUyQPUJmJBJcmFtVmBXhmelBpBZ5vXJYl8ur3W2TILgw2mIO9eDR2+f28hNwtvNB3O6+DZ5xFwMlkqbF0w0UDQaueRm46l9AfhUAYEAhK/vwAAgAXl13RB6AG450KofJXl5h/kfVJaxI5bBcu0W2E/j9NhacuA+tljMkSkYpvEeSWm8XEjSvfZa5decPkLVAHKXUpp0J0tUEyd1h2pmgsB2f1mxg5Jns9q7MdI9O6mXXoEGDMGjQIFxwwQXJfBsiAuQT1PtYpZOc18DCkEloTZAHlFlabp8ffr8YtRHe8XYnAGWBTXciBUHB/3N8IfL4WLdNsvR5/HgLLoep9yVYvL7tWDv8MGFD4ZmwXnkGu7OnDWg7BJSNYRkjFQM0AtXWbg+2HWvH5JqisPuXTpkguwHdnscnysGdkc/sp+eNx49e2YRt4lC4RTNszias3bAOM06YoXgERcgo2S1m2CwmuL1+dLo8KJQCKzjbgeWST9NpPwFsgfotpaSsrQmKXA6zBtwvewVF0rGNPQ/Y8SYLgs64N/xz05DUH4lE0qFMUO9jloOgvpUJ6tGYIA8ELhDR6oL8fhHH26UW7eJMC4K0f1dnUCt4nt0id2xFNR08SviCrlUOk3VbQYHb9mNM4DyxulC5M7sIGDAlJAACQj+jKTXsdZuPtEfcP7lMmAZBkBFNkHoMTKRMEABcPr0GB397Hv57+xnYZhoDANj11VsAjLfaAzpeQV/9BehpAUpHAdOuC3mNMpcsKKMTQ3cYoHaBj1DiHnU2IJiA+i1Aa+ZVfFJ/JBJJh4TRvQ9PtRspEWQSwf43HPWxFa0uqLHLBY+PaR8qpUGU6U5WGLdhURRlE0WefREEAWV57HeLpbXcKHot8mxftA0eeVlrQrWxIc5DSpV5YRX5dsweXgoA2FPfGfG16XRBZqQcxi0hrGYh1HspDBMHFqJm1oUAgGENH6Gx06UbbGiRF+wr1VkHrFzKbs+/HzCHbkMuVQdlrEK2FYSuJiiSa7T8xBJg8Bx2e/f74Z+bhtCq2A9IpxR0f4FngvqaMJqfaINT+hazSV54o80EHZHciqsKskJau9OVcG7DHp8oN8qotS980ngygyC9FnlAuxzm94v4ah8zTOTBTCT4bCuAzRUbWc5atPc3OSK+Np1K8zZ5vp/+/2i3geGpepSfeA0A4ERhO95buUF2bFb//fSQB5jy7M1nv2UarZqZSkdWELJPkD24HKYfzLi8PjkTFlwOk12jdQTVAfBW+V3vRn5umpH6I5FIOi7yCep1eEDg62PlMEeYTplIOhk9jslGfZkhigbC/67qTIt6se+NIMiIMLrH7cMDb2/Hva9vwYbaNrQ43MizWzBtcJHh97lnwVhYTAJ+fuEE1JSw8hifQh+OniDrgFSidIfpH6/yBPlYTDyLh6CxeBpMgojOtS+hLYYgqMvpBeq3A+v/zh4465dsZEWYfQ2+QMkNowlSm3eGlsMMZoIAYMy57PvBL5h2KYPIjH5UIi7SaV5Pf4EvQn1NGK2MtwhdFOwWE7pc+vO09DgaZmRDuhJu+Ca/TxCUbAMAlOWxGVx1Hc6k7ZecadEoN/ES1PLdjXhzE5twvupACwDgpBGlUZV7bjltBG48eRgsZhNqW1gb/ZHWnoiieH5BFktmJdEYKYf1ePSDfiMUzLwK+HADTnZ+hke2s3lrRoIgZcyKB/jwXkD0A+MuBIacpPsah07nppxV0iiH8ftybebAVnwYmCSvpnQEE9E37QL2fgxMvCzya9IEWhX7Aek0r6e/wIWpfW2KvJFMULRt8sfCjGxIV8KVw9SGgILqqp3/7R79eE/MM9YiEa7kwrNSPAACgL0NXQCAU0eXR/1evORWVZgFk8CCiaau8FmudCqHKd1hySmHAYB98mXwwYwppv04vIeNkSowFASx5xQf/YyZV5ptwFm/CPsaXrbSM0t0ef1yppDDJ8sHl8KAKLrDOHJJLLNa5VN/JBJJh4TRvQ/PBHW7fcZPIhmAnHLXygTFaJgoD+/MkM4wQFnEvX4xZGFxebVLPmePr5Rvf7m3KeH75POLaO1mi1qJNPldTbgS1GkxBEEcq9kkWxvUtoYviaVTOcxQJiiKji5N8srRWsWyNxeavgJgvBxmgRcz9zzC7ph9i+LfpIHH55e1PXpmiYDS2MAJ589lyCdIDS+J7fkwowaq0qrYD5CN29LgxNNf4Knlh97fibkPfYLmCFfImYKScg/NBPFMozNKYTTXyFTkZ44mSJ1VDc4GybP6gjKvF0yuRoWkC9pYm3jdRFOXS3YYLtfoslN7B929YKx8e3BJjvbMsCjgAeyR1u6wz3OmURBkqEXeoFFiOApmMoH0heavAIiaAWoweVkWXGX+FKU9B4GcUuCUH4V9vjpQCQ7YrGaTfAHcGTS25bBUyhys8flzgbXhi7iaGcpA1QMrjL0mDaAgqB+QTt4c/QV1i3Jbt0fuwMl0unVa5AElOxJpIGUwPHtRnBP5CjldCGcJwIMiqyV0ftd3TmVX8/sbuxK+T9xwsjzPHqLvAIDtx5UW9htOGirfHlWRF/d7Dy9jbfN76sP/Xuk0zNnI2Ix4y2EAYJt4AdyCDSNMxzFBOGioAaBI6MadllfZD/PuYb5NYeBdmxbVjDg1imFi4LEaLgiKOhNkMgMTLmG3N/7b2GvSAFoV+wHp5M3RXwhuUebai0xHT3wJKJmPaDNB3DywKCfyFXK6YDIJ8iIa/Pvy8piW0LhGzphE7qSKljopCKrUGT1y+hhW8qrItwcEIXNGGGuND8e4AcxjKNJk+Z400gTxzFi4TFC4oN8w9nwcq5gHgGWDjGjf5tY+iVKhE3W2IcD0RRGf362aIC9odI/pGSaGzQRF0x3GmfYt9n3HW0BPq/HXpZDUH4lpyNKlSzF+/HjMnDkz1buSEOQgKA1OPP2F4NNQQxLbonsT2fpfw/AtFk2Q1+eXO1QyKRMEKNmg4MyXPLpCw7W5ppgtNskIguqlrrMBBdpB0HUnDsGSs0bjf7fNBQA8v2gmbj5lGBaqskKxwoOgnXXhDRP53yodusPsBjJBLVKAXmyghBWOvBlXAgAuNK/EyLIIpcdNL2Hikf8AAF4uvVXTGDEYJVjTfq7e/DB+HGqVQ6PyCeIMmAJUTgJ8LmDLq8Zfl0JoVdRg8eLF2L59O9asWZPqXUkIrjBts0Ry4FflnEhdM5kC1weEywRFY5bIu5kAY4LRdEJvdAbPLASXwwClA66pyxVxenm08HKY3hDa0jw7vn/mKFnEPG9MBe49b3xUrfF6jKnKB8DsDloc+mNB0kkYbTOzfQg3O6yli/0uJXFmKcumng+vLR8DhBZYtr6i/8Sj64A3bwcA/NV7ETbYjE1ld+iMs+EE+A5J+PyirOEaXKqfCeKu2YYQBCUbtOEfxl+XQigI6gc4KRPU6xwIcs9NpkFeb+H2+uUAR8v6PxZNENcDFWRZMsYtmiN7BQW1uyujK0J/n6Jsq6zXCRcsxALPBFXqZIKSSWG2FWMqWSC0ar++/k3RBKX+s+ZBam9kgmDNgmXu99ntt+8E6raGPqezDvjPtYDPheNVp+MP3it0Z9MFo2eUyOGjM9Qi52NtPfD4RNjMJlRpHDPy7LBoMkEAMPmbrKX/+Cb2leak/kgkkorX55fnV5Ewuvc4EuSeq854ZCqdTuV30PIVsceQCWrLQD0QR88XySNrgkIzQSaTgGLpd212JDYwrpMzQamZv8a1RV/u02//T6vuMLNic+DXMTXlgWppvEEQAJzyQ2DEmYC3B3j5OqCnTXnM42QBUOdxoHwstp34e4gwGTYedURo5efmix2q/2F+oTakNEdTSB+TJghgs8T4aI9VT0X32hRAq2IfR70gkTC697j/gvEAgDPHVgDQn+CcSfBALt9u0TxpZsWgCcrEzjCO/PsGLVSeMMJoQHGObu5KbCaIB1XleamxGpg7sgwA8MUe/SAorcphqotCPXE0D4KMtLVHxGQGLnsGKBwMtOwHXr6eGSF+9hDw1GnA0bVAVhFw9Yuw5hQCCC216sGzNcEeQRwt12geBA0ry9V8DdcEOT3+6AdBn3gr+77lZaCzPrrX9jI0NqOPExgEUczbW1w7ewhOG10Ovx9YtrNBd4JzJtEh/Q56jrexzA7LxM4wjpz5ChZG+/SHmALKgprocliLQwooc1MTUJ44vAQWk4CDzd041OwImDbPSac5huog1e3za+4T1/KV5iUou5ZTAnzz78Cz3wAOLGdfHFsee6xkOLLaWEnRqLO4PEFeZ0I9z9yqL8bkIKhcOwhS6/663V7N7K8ug2YCNbOAI6uBNc8AZ9xr/LW9DK2KfRy+INnMprAzfYjEU1OcI9fiezy+EGfhTINb7OsFQco8rejLYZmcCQou/8mZIJ3/N76gJlIsL4qiHFAmJGsRA/lZVkwfUgwAWLG7MeRxn1+UMy7p0B2m9tPxaJRw3V6lczEh5TDOwBOAC/8MWLJZVmjSFcD5fwTu3AYMnwcg+hE08jgbnb8rL4epS9r7pSBouE4myG4xyRlfw15BauYsZt/XPAN4Et8NmSgoE9THUTyCKN5NBerxEg6XD4U5mfs5cD1BQZb2acMmz2IyHgTxclgmZoJkX6SgTJCHt8jrZYKkgI8HLYmgw+mVSxbFKfxbnjamHKsOtGD57kZcN2dowGPqv1M6CKNNJgEWkwCvKjhTwz8fs0lIfOfilKuAyVfqToSP1m6CZ4K0rCsA1UDWgEwQ8y4bVqZtlikIAnKsZnS6vLGN/hl7PlA0GGg7DGz6DzAjst9RKkj9kUgkFZogn1rsFrMcHHRFKzBMM9ojZIKMOPAG0yZrgjIvCFIWKm2zRIuGMBpQ/n5aU71jpVUqreXazCktNc0eVgIA2H4s1DQxIAhKE31iuGOWa7aKc6zJyaLrBECAfoCth9osUYtgTZDL65M9gvQ0QQBg17GBMITZAsz+Hru9cingS8/zH62MfRyaIJ968jU8OjKRjh62/3pXxfJAyigyQXI5LEU6lnhQfJGiE0YrpYnEHQ8Ja+WOk0GSGWRdhzMkI8itOmyW9CnNh8teKp1hvd9tJ+vrDF5QRHK25noefswdbu6GKLJzExfqa++HtvjfMNO+BWQXA817gE3pOUqDgqA+jjw3jDJBKUOxrM/sNnmlHJa4TBAvOWSaUSKgXCV/vb8l4Hf2+Hg5THuhVxakxB0PsqlfioOgsjw7bBYT/GKoYSj3sslKo9I8D1SDdV0tDje+9bdVAPQNCJMJDz58ftFQeblbHvQa3jGaH3P7VaJorTEbyn5E3+wQuIECZfjrhz8DmvbGtp0kkj5HI5EUaG5Y6smOJ6WcRijlMO0TbWyZoAwuh0mL+Sc7G3DVUyshiiz48cjlsPCZIJ5ZSwRyJijFf0eTScDAIu35aOnkEcTh4ujgwP3J5fvk25GGwiYD9d/IiO9Wt4trgsILo7km6GCE9nhlP7gBahznrlnfAQZOB5xtwNNnAJtfBsQoW+6TCAVBfRwSRqeeWGZqpSNyd5hOJsgekzA6PRbvWFAHe+sPt2HzkXYASou8XncY//t1JDAT1JpIU7844UHQ0SDDUF421DP0SwXKMRu4KH+4XfG2+dHZo3t1n4DA87WR84Zilqh9gVIQVA6L5BHEiVabpInFBlz1ImuZd7UDr90MPDUPeONWYMXvWVDUvC/iZpIFdYf1cfiJJx26MforsczUSke4T1BETZCB31MURfzire2o72Bt4kUZ2CJ/NCjTsf5wK6YMKoLH3381QQBQU8wzQd0B9/e4JY+gNMpKax2zHU6PHCR8/uPT5d+nNxEEATaLCW6v31AAoozN0P7b8uxtt9sHj8+vlMMiZoK4NinOC7j8SmDRu8AXjwLLHwKOb2RfnDPvB05ZEt97xAgFQX0cnsa0pdGJp7/R5zJBet1hcjkscqp7x/FOPP/VQfnndFi8o+WO+aOw7VgHCrIt2N/okDuiPN7wZon5ScwEpVoTBKgyQUFBYneEIZ+pQNax+ZT/zd11nQCAqoIszenqvUWWHARFvqiQfYJ0MkFqo8P2Ho/xTFAiS/lmK3DaXcwe4Mhqlv1p3gd0HAXKx8a//RihIKiPQ+Ww1GO39A1NkFIOC+8TZCQTtOZgS8DPelew6cy0wcVY+9P5eGvTMdz+4gYcbGYLi1fOBOmVwxR9ht8vJqRTivstpYPAfGCxtiYoUht3KuCfkdurBO676lkQNKYqPyX7xMm2mdHh9Bq6eOKaIL2/rdkkID/Lgk6nF0dbe+SBzkMNaoISegFXNIh9pQm0MvZx3FIa00ZBUMpQnIUzPBPkDJ8J4qUFI5qg3dJCwwnXoZLuDCll2YKDzaz8o3SHaf/P8b+fKMYwnFKHzgifTW9SI7XJB2uCuiNkK1KBkglSjtnalsj+Ob0Bb6joMRIESc/RE0YDSsl5Y20bANbJp6fv4yQ0E5Sm0MrYx+H/3HadEzKRfPrCiYSNZeDuzvG3yB+X2qfHVuXjnzfOTtBepoYhJWyxbOx0weHyqrrDdNyALSY5A5GowbpcX5Svk6XrTXgm6Hh7T8DgTdnVOK0yQVLgrjpm69pZEDSgMDWDaDlc5NxjYGQF9wnSE0YDSpZww+FWAMBwnZlhapKSCUozaGXs48hmiSSMThm8FJnJmSAjYxlsUWSCjklZgnvOHYeTR5UlaC9TQ2GOVZ59drilW3aMtpq0/+cEQZBnMq3c15yQfYjk4dSbVObbYRJYRkw9H83BDf10RjukAn7M8hImoAToVakOgqRzdqS5XR6fX77YDRdgFmWz/9sNUiZIb2aYGrk7LIPPXZGglbGPw/85bJQJShl9IRNkZCxDNJkgXioZWJTahSZR8Inph5od8uwwvUwQoBwLS17elJBsEM8E6em1ehOL2SQLtPnoCUAljE4jnyD+GanF/HUdLAgaUNj7XWFqeNkwUhZGHSSFKzXyTNAhqWxrLBMU3SDXTIRWxj6OW2VVT6SGvpBSbnZEbsFWRKbhT5jdbq+8aFeleKFJFGpdkM8XvjsMAGZI09YB4HONievRIIqiqhyW+kwQoIyaaHYomSBZE5RGmaDgcpgoinImKNXlMB6ARMoE8eDSYhLCnueD9WJ6g1MD9yHzz12RoJWxj+OiICjl2PuAT5ARMz4tkakW3CXaahbSSh8SD+pMEC+tWMJ0fT3+remYUF0AANh8tD2u9+52++RSZTpoggClVZ/P3wIUEXg6febB5bBmhxturx+CAFQU9P7MMDW80yuSMNoRYW4YJ1jLZ0T4HffYjAyAVsY+Do3NSD2K9XzmnkiMmPHZVGMzxDC2+G1yO7cto7vC1AyVMkGHmrvhlQISc5ggqDzfjqtmDQYA7Krr1H2eEXgWyGwS0qb9vFQaytmkLocZXKx7E14O4x19h1tYqWhAQVbKz5n87+SIUC6VjRIjZNjU9glmk4DBBjyQ4poinyFQENTHoXJY6ollplY6IIoiDjd3w+cX5Sv6kjDjLfgxJooI6AoKhs8gK9SZQZaJDFEFQfx31/MJkl8jLULBzsrRwtvj87MsaRNUlsqZIJUwmmuC0qhFPtgxmgv2q4tSX6blppPcf0oPZWRG+KBNHQSNqsgztCbwYbd9WRidPkcjkRRIGJ16uDbEa8BJOV0QRRE3v7AWH+9owLTBRZg6qAhAJE2Qcoy5fX5dTUx7DwuoijJwXpgeA4tYQFPX4ZRbxM063WHya4oVZ2VRFGMOYDrSqD2eU5onaYJUmSAlY5E+mSBrUDmMT74fkAZB0MgKptnZ1xB+gKtiPRD+8y9SBUHjpVJsJKgc1k9ZunQpxo8fj5kzZ6Z6V+KGl2CoRT512OSUe/IyQf/beBR//Gh3gAYjHlbsacLHOxoAABsOt+G5Lw8CACry9XUS6itLj9dIJig9RLyJoDzfDrNJgM8vygtpOE0QAFRLonCH2xfXRPl0ao/nyN1hAZqg9DVL5OWwujQRRQPAqEoWBO1t6ApbXjbqxK3+f5tQXWhoH/pCZ2skaGXUYPHixdi+fTvWrFmT6l2JG8oEpR6LlBHwhCkRxcMnO+vxg/9sxJ+W7cEt/1gb9oRplMc+3at5fzjvFPWi7/LpXzlyTVBRHwqCzCYBlVKAyMtb4TRBACtfcH+h4x09YZ8bjnQySuSUagij5Rb5dNIEmQI7GhslX6NwwX5vMaQ0FxaTAIfbJ3esaWFUa6XuDjtpRKmhfaDuMCLjIU1Q6rFaeDksOVdT/11/VL695mArVh9oCfPsyKw/3IpVB1pgNQshbs7htBJ88jUQvk2+PcIg1kyFl1B4rBspEwRod1FFi6IJSp+/Z6EU3PHPend9p+xPk06ZoOBymOK3lPq/pdVskrVme8OUxGStVQRh9PDyXFQW2DGlphBjDc5F46M7MrmzNRK0MvZxqDss9VhNySuHiaKIL/Y0AQBGSOZn72+ri2ubr6ytBQBcMKUac0eWBnSRVBWELxMortGRy2F9LQiaNDCwxBApEwQofjqtjtgnyvNSWjplgngQ0dHjgc8v4tZ/rQfAxOLlaZBl4cjlMKl82yUFQXlp8rccVcGClT1hgiBeDotkPZBjs+DzH5+Bl787x7D+jDRBRMbjpinyKcdiIDCIlePtTrT3eGA2CfjB/NEAIAdFseD0+PD25uMAgCumD4IgCJg9rER+PNIoASOZIH7Szk8j07xE8KNzxgSYIFoiCKMBoDiXBQvcgiAWOtNQE8T1J+09Hmw43Iq9DV0wCcDfFs5MqyDIEnSB0qHqtEsHuDg6XCaoO4quO5vFFNUFMZXDiIyHymGpx5pEYTT3mBlRnovp0gJ8sNkRtkU9HJ/takCn04sBhVly8HPXOWMwsCgbF0+t1p2MzjHyu/IxEZF8TTKNPLsFS689Qf7ZyMW2XA7rij0I4n/PdFm4ASXL5/L6sfYQG9h5xthKnDq6PJW7FYLsGC39v/C/ZV6aHJtcHB2uQ8yoWWIs8ICpLwuj0+OTJpIGH9pJQVDqsCaxRX6nFASNqSpAVUEWLCYBHp+Ihk5nTLOPXt/A9EUXTR0Ik3SVXFGQhS9+crqhFLpNHharf9J0yEFQ3yvRVhZk4a/XTMOaAy04cXhk8SkPglrjyAQpi2D6nM7z7RYIAvOM+koaEjtxoLG27N7EKpfDAjVB6RJQjihnQdCeBn1DTaNmibHAy2E9Hl9cNg7pDK2MfRwqh6UeaxTT1aOlVupEGlaaA7NJkMtVx9r0u0n0aOt245OdrC3+kmkDAx4zevIzMkneIWsY0mOhSTTnT67GLy6aaEgTVJwTvzBa9olJo6DSZBLkcufKfaw8O9FgW3ZvotbriaKoyqqlR2lxRHkeBAFo7fagucul+RzZLDEJg2nVBox9VRxNK2MfR26RpyAoZcjW/P7En0SOtkrT2CXjPe49w51vo+G19Ufh8YkYN6AAYwx2jwQT7MCrhaOPlsNiget44pkk352G/juA0iHGtXATB6ZhEKQqhzk9frmMnC7lsGybGTXS/7aeODqZJpTqwKonwiDXTIVWxj6Oy0M+QanGlsRyGA92uGPxgCKWCTreHl0QVNvSjd9/uAsAcMm06pj3x25AGN2Xy2HRwgNB3pUUC91pOJgUCBRql+XZUJnigaRaqMthXGBuEtLLy2hkeXhxdDLHkZhVk+m7+6g4mlbGPo5LygTZk5AqJYxhSZIwWhRFHJVnHWVJ33kmKLpy2EtratHt9mFKTSGunzM05n0K9l3RgjJBCrwVO55MENcERZod1dsEOxSno55EXQ5TO1qn076OqmRZWb0gyKhjdKzwbBBlgoiMQxRFpTuMMkEpQ3aMTnAmqNPllU+AXARdLWuCossEfbabaYEWzR0miyFjQRkWq/27iqIoLzbpUnJIJfxvEF85LD2DSnUmKB1F0UBwOYwdl/Ec/8kgUiYo2eVQHlz11TZ5Whn7MOpFlzRBqcOIWDgWGjqYUDI/yyJnAeRMUBTlsG63FzuOs+6TWSpPoFgI7rYJxuVVdBfpVHJIFYkJgpKbCYgVdSYoHUXRQODxyhf5dGsiGSy5Rutd2HQnubzMM0HdlAkiMg3eHg+k3z92f4KXwxKtCWroYCWvSpWLM88IHY+iHLblSDt8fhFVBVlhx2IYIZI7tnqx76vdYdGQiHJYd5p226nLc+koigYCj1fuhZOVZsOm+Ryzhk697rDkBsHqNvm+SHp92kRCUYtTqRyWOpQSkT8hw0059Z0s0FEPe+Ti05Zut+HM0/rDbQCAaYOL4t6nSHYAXFeQZTXJPkT9mTwpcHF7/QEXLUZh5cX0G0wKKBPZAcgdTumGPNfPL8LpTc9yWIV0kdPl8sp6OjU9vVQO63HHHqinM7Qy9mF4e7zVLNCCk0K4izKAmJ2cteDlMHUmqDjHBrNJgCga957ZWdcBAJhUE//Vulxe0Ml60Sy7QNQlDC5wjganxw8eV0caoNnb8DIOYNxnqrdRWzq45ExQeh2beXaLHIgEZ4PcXr98nk9WJpBn9CgTRGQc/J+aFpzUoh41kUhxdL0UBFWoWo9NJgGlkgtxo076PJiDTQ4AwPCy3Lj3KdLYDBrjEojFbJI1F7G0yXerrs6TYZYXDzefMhzfnFGD/37vpFTvii58dpjXr2Ti0q0cBqhKYh2BZW51x1ayugPlcpibzBKJDIOMEtMDtXNwuNbxaKnrYELJyvzAoaZ8QKWRIEgURRyQgqBhZXlx71MkEbh8TFJ5ViYnjittrgfKtpoNOVT3JuX5djx8+RR5pl06YlNlLhVhdHoFkwBQIf2PB2eCGrtYUJRvtyTtPM+Pz24qhxGZBrXHpwfqTFAixdHBbtGcaIKg1m4POqQMxBBV+SJWuAhcr0WexriEwq+0Y2lBTlc9UKYga9i86SuMBoDyAm1xdK10Dqgpif9/V48sKSiksRlExsEPWqslva4Q+xtmkyBPFE/k6Iyjslt0UBCUJwVBOrOG1BxoYt4j1YVZCdFCRBJG00DfUOzSohtLJkgenkru2zFhVY20kX2C0jITxIOgwHLYER4EJVF4zoNC8gkiMg6vLIymjznVcO1BooTRTo8PTV1M+Bx8AowmE3SgiQ1gHZoAPRCgHhFCmiCj8EU3lkWmJ03b4zMFJWgXFdF+mmmrAFU5rCPwf/qINEA5uUEQmSUSGQoX4VI5LPVw1+hElcN4FijXZg4wpQOiC4K4KDpRQZB6UdGCymGhZMuOvNFnCakcFh/8ePX5RVlflY7lsMiZoOSVw+zW2I/PTCD9Pm0iYfDSi8VM5bBUk+j5YWo9UHD7cVSZoGZJFF2a2CDIHUkYTUGQDF90Y/EJSteRGZmC2r6iy8UGqKZbizygdICGZoK0S+KJhMphRMbCRxdQOSz1JLocpqcHAqLTBCU6EyQHe2HGZgCUnVTDy2GxDKiUh6em4cKdCajPjZ1Sg0A6Zim5F1iwMPpob2iCLOQTRGQoXmnBtZroY041lghlomjR6wwDgDIdT5FgRFGUg6BhZYlJp0dskSdNUAjxaC4oExQf6iCI+zSlZSZI+p9u7/HIxwnTBbKgKLmZICqHERkKX4ioOyz1WFWmbIlAyQSFBi+8HOZw+8J6ezR2ueBw+2ASgEEJarFVum3Ca4JsadiBkyrkRSaGFmQuji/OsSV0n/oLZpMAbq/UKY2kyErDAL0w2yqXpfg4En4OyLGZUZRj1X1tvMRTrs0E0u/TJhIGzzpQOSz1mPkQ1USVw8JkgvLtFjml39SpPzrjoNQZVl2UnTCDOCNT5AEqh6mJR3PBu4O0jgPCGDxL25nGmSBBEOThxnyavLoUlsyxJNQdRmQsPBNkoXJYyuGfwQZpWGm8hNMECYKgiKPD6IKUUlhi9EBAZJ8guTssDTtwUkU8U7q5xUGiypn9ER6Qc2F0uh6b/H+d/++HOwckEiVIp3IYkWF45U4cKoelGj6a4ldvb8fKfc1xbcvr86NO0vvoCSKNdIjxzrChCeoMA9SaIJ1ymM8X8DxCVW6IcpHx+xVNVyI/w/4GL+FykXk6js0AgOpCngmSymFhssGJJB4fq0yAzkR9GD66gDJBqefs8ZXy7We/PBDXtuo6nPD5RdjMJrkTLBgjHWKJ7gwDIlsBkE9QKNkxlhvqO53o8fhgNgkJ03T1R5RymJQJStNjM6QcFkYXmEhknyDSBBGZBjlGpw9/umoanvjWdADAF3ua4mqV51eAA4qyYNIZmllmJBOUwOnxHKPlMOoOU4i1HHagkX1+g0ty6H88DoKzl7wdPd2oLmL7dayd/f/3lh6MymFExiJ3h5FZYsrJtplx1vhK5NjM6PH48NM3tsa8LSNaAJ4JatLJBPn9Ig42Jz4TFLkcRsLoYOwxZoKOtCXfI6Y/oD4/VhVkYUJ1QQr3Rp8QTVAvGCUCJIwmMhjqDksvzCZBvtp/cfVh1LZ0x7QdIye/SJqg+k4nnB4/zCYhoYto5AGqlAkKhrdkR3ulXS+1SlelaeYiU7Cozo8XTatOaqdVPKjLYR6VLnBQ0jNB0hR5ygQRmYbcHUaZoLRBHZDuquuMaRtyJijMyS9SEMRLYYOKsxMaJPOrar2xGS7SBIWgzA6LXhMEAFWFFATFAzdJBIBvzhiUwj0JD/+cnR4/dhzvgF9kFxNlOrrARME1a26fP2GO9+kEnYn6MNyThkoP6cPSa06Qbx+XavvRYqgcFiEIOpjg6fEcflWtNyiWzBJDibX7pq6dfbbpqmHJFEZW5AEAzps8ACPK81K8N/pkWc1ywLP6QAsAoKYoW1cXmLj3VdaPvmiYSF7rfRi+4FAmKH04a3wlrpo5CP9ZU4tmh76RYTiMtMaqu8NEUQxJ8R9MQns8QGMzYiHWKfJ8ojgFQfHx4KWTsLG2DQsmVqV6VyIysCgLTV0urJKCoN4wycxSXbA4PX70NXNyCoL6MHxEA2mC0gt+NffJzgZsrG3DaaPLsWjuMEOvFUVRzgTVhGmN5Zkgt9ePTpcXBVmBtvoHkmCUCCgjWigIMg6/0o62O6yONEEJYVBJTsZYDFQXZWPTkXasPciCIO4dlExMJgE2swlun79PiqP7/JnokksuQXFxMS6//PJU74rMR9vrcfMLa/H5nsakvo/HS8LodKQ4l11KbT7Sjs92NeIXb22X09uRaOpyw+X1QxDCa0GyrGYUZLFrHL5YqkmGRxCgHGtunbEZ1B0Wij2GcpjX55c7/yoLk6sJIdIHLo5u7WaeRr01LoVftLhimG+X7vT5M9EPfvADvPDCC6nejQBW7G7ER9vr8ebGY0l9H4+fWuTTkaLs0GGHL6w8qPv8xk4X2ns82HKkHbvrmZi6Mj8rYjaFX90Gd6H5/CIOSfcNS1o5LLwmiITRCrEIo5u63PCLrOOwNJeCoP5CsA6wOsnt8Rx+rtG7uDFCe7cH97y2BVc9tRKPfbYX7T2eRO1eXPT5cti8efPw2WefpXo3Ajh/8gD84+tD+GBbHX5z6aSkZWo85BidluRnKf92J48swxd7m7B8d6Omdmf7sQ6c++fPQ7Zh5ApwcEkOth3rwOGgIOhYWw/cXj+sZiHhV5IWeVAsOUYbRfFhMb7A1Evt0RX5dpiTLIwl0ochpYFlO26gmGxsETK8kfD5RXznH2tlLdPX+1vw7BcH8eR10zF9SHHC9jMW0vpMtGLFClxwwQWormbeDW+88UbIc5YuXYqhQ4ciKysLs2fPxurVq3t/R6NkxtASFGRZ0OH0YsfxjqS9j+wYTQtOWlGgygTdcNJQCAKbYN3UFSiUFkUR976xRXMbpbmR1YmD5UxQYBcaF0UPLslJ+AJqVWWCRDE0G8S7S0gTpMB9gqJpQeYeMSSK7l8MDtIuJdsokSNngnyxaYLe3HQUqw60INdmxl3njMHw8lw0dblw/d9WYVNtWwL3NHrS+kzkcDgwZcoULF26VPPxl156CUuWLMH999+P9evXY8qUKTjnnHPQ0NAQ0/u5XC50dHQEfCUDs0nAjKElAIA1B1uT8h6AyjGarhTTCnXgMWdEqXwi42Jlzme7GuWp81MGFeHre87EDScNBQCcOa4i4vtwvc+Wo20B9ydjejxHndXUKomRMDoUXg4DjJfEjkvi+AHkEdSvqCkODIJ6yyMqHk2Q3y9i6af7AAC3nj4Si08fibduOxknjSiFw+3DDc+tls9JqSCtz0QLFizAAw88gEsuuUTz8UceeQQ333wzFi1ahPHjx+OJJ55ATk4Onn322Zje78EHH0RhYaH8NWhQ8oyzeApww+FkBkEkjE5Hpg4qwqmjy/Hd00Yg126RU9yHmpUTgdfnx6/f3QEAuOXU4fjf4rmoKszCzy+cgA0/OwtXzhwc8X1OG10OAFh7qFVupwaAA9wjKAmTx20BQVDoCVMWRlMQJBPYgmwsCDrSSiMz+iPqgBnovYn38ZTDvtjbhL0NXcizW3DdnCEAgFy7BU9dPwOTawrR2u3B45/tS+j+RkPGnoncbjfWrVuH+fPny/eZTCbMnz8fK1eujGmb99xzD9rb2+Wv2traRO1uCOMHsPk0XOiaDMgxOj2xmk144duzcPeCsQCAIVIwotbu/GdNLfY2dKE4x4pbTx8Z8PpiA6UwgIkmpw4qgigCH2yrl+/n5bBh5cnIBCnHmlYQJI/NoMBchrcgA4DT4CKjBEGZ0dpNJJ7e1NXFI4zmTR+XT68JsOrIs1vwzMIZuOW04fjVxRMTsp+xkLFnoqamJvh8PlRWVgbcX1lZibq6Ovnn+fPn44orrsC7776LmpqasAGS3W5HQUFBwFeyGF2VDwDY3+iIS3EfDu7aSwtOejOkhGeCWBDU4nDj9x/uAgD84MxRKNToJjPKuZOYAdx7W47L98keQUnIBJlNAri2O7gc5veL6JRGFFAmKJCCbCaWb+s2ZqB5pI0dK5QJ6n/89LxxAIBbThvRa+9pU+nWouFwczeW7WTyFJ4FUlORn4V7FoxL6fmgz3eHffzxx6neBU2qC7OQZ7egy+XFgSYHxkhBUSJxy5kgWnDSGZ4J2nG8A6Io4r7/bUVbtwfjBhTgWyeGnjiiYcHEAfjNuzvx9f5mNHe5UJhtlVvmE+0RBACCIMBqYsZqwZmgxz7bCwCwmAQU9TXb2TipKsxCU5cbx9ucmFBdGPH5lAnqv9x0ynBcN2dIr5XCACXrFO0F+wsrD0IUgVNGlaXtSJKMXR3LyspgNptRX18fcH99fT2qqtLf/lwQBIyuZAdFskpiXvIJyghOHF4Cm8WEPQ1deOyzfXh783GYTQJ+e+mkuAPYQSU5mDiwAH4R+HB7PY609sDrF2G3mJLmNMyPN3UQ5HB58ZhU9//peeOQZ+/z119RMUBy/jUyT67T6UFbL5vlEelFbwZAQGyaoKYuF/616jAA4NsGHfFTQcYGQTabDdOnT8eyZcvk+/x+P5YtW4Y5c+akcM+MM1RDC5JIyDE6MyjKsclzi373ASuD3XDSUEwZVJSQ7S+YOAAA8N7WOhxQzQxL1uBFbsmgDoI+2l6PbrcPw8pysVDqcCMUeJfXcQ1372C45UFxjpWCSaJXiKUc9vSK/ejx+DC5phDzxpQna9fiJq1Xx66uLmzcuBEbN24EABw4cAAbN27E4cMsulyyZAmefvpp/P3vf8eOHTvwve99Dw6HA4sWLYrrfZcuXYrx48dj5syZ8f4KYdFz9E0UHpodljGoA4Oa4mx8/8xRCds2D7C+2tuEjVLLfTLa4znK6AxFE/TBNqbTu2DygBBDSEKdCYocBO1t7AKAtC0vEH2PaIXR6w614JkvDgBgusZ0/p9P68uItWvX4vTTT5d/XrJkCQBg4cKFeP7553HllVeisbER9913H+rq6jB16lS8//77IWLpaFm8eDEWL16Mjo4OFBZGrs/Himxm15qkIIi6wzKGEwYX48nrpmP94VZcd+KQuMTQwQwvz8PYqnzsrOvEkytYSSoZnWEcnjrn5VhRFGWn2NPS+IowlXDn33WHWvHR9nqcMbZC18hyr1Q+H1lBQRDRO/D/aSM+Qa0ON2779wb4/CIunFKNM8ZG9jRLJWkdBM2bN0/TdVbNbbfdhttuu62X9iixDJb8YZJVDqPusMzinAlVOGdCcvRs35hYhZ11nfJoBq5HSwaWIE3QvsYutDjcsFtMmDSwKGnvm8nwTNDhlm7c/MJafP/MUVhy1mjN5+5pYJkgCoKI3sJoJsjvF/HDVzbheLsTw8py8ZtLJ6V1FghI83JYX4dngo61OeURF4mEMkEE59xJA+Tb+XYLzhgTX7Y0HMHlMJ4FOmFwMbXG6zCoJFDg/OpafY+yvVIQNKoy8R2lBKGFUU3Qv1Ydwic7G2CzmLD0mhMyQrNGZ6QUUp5nh81igs8vGtICRAsNUCU4oyvzcc6ESmRZTfjLNdNQmJO4clswyvwwdsLcepSNn5k6uChp75npVOYHduoda3eioSP0nODy+mSfp1GUCSJ6iUiZIL9fxJ+X7cGv3mYu9/csGIvx1cnz2Usk6R+m9WFMJgGVBXbUtvSgodMpC6UThTxAlTJBBICl15wAEckXytuCymF8SPC4AZlxUkwFWp162451oCLIxmBfgwNev4iCLAvNDSN6Dbt0zmjqcgXc73B58damY/jbFwfkMu38cRVYOGdob+9izFAQlGIq87NQ29KD+g5X5CdHiUeaSE1miQTQe8eBepK8zy9iVx0T8o4fQOWbcPzrptn4aHs96tqdeH9bHbYf78DpQaJSdUCZ7loLou9gtzJfov9tPIaLplbjjLGVaHG4ceWTK+XgBwB+e+kkfHPGoKTZbyQDWh016K0WeQColK706jVS3/Hi40FQBh2QROajFkYfbulGj8cHu8WUlIGtfYm5I8vw8wsnyP5Q26WAR83OOsqqEb3P2eMr5UHPt/17A3bXd+KBt7djT0MXyvJsOH/yADx46SRcNWtwRgVAAGWCNOmtFnlACYLqEhwEiaJIQRCREqwqd9n739wGgPkSUUbSGJMGsnPOqv0t8Pr8AX+3HcdZVm1sEsbsEIQeoyrz8fGS07Dw2dX4al8zzv7jCgCAIABPXz8D0wYXp3gPY4fOSimmssAOAGhIcDnM61esBUgYTfQm3JJh2c56rNjdCACYmiD36/7A7OElKM6xoqnLha/2Ncv3i6Iol8PGUiaI6GWsZhP+cvU0DCxSOhnPHFuR0QEQQEFQypEzQXF2h20/1oElL2/Epto2AIpHEEAt8kTvwjNB725hLtHl+XbcqeN5Q4RiNZtkS4P3th6X76/rcKLZ4YbZJFAmiEgJpXl2PHnddJTk2iAIwKI0nglmFCqHpRhZE9QZXxB03/+2Yu2hVmw/1oH37zhVdusFoOs8SxDJ4P/bu/egqK48D+DfpptuXtINtryEVgRWgqCCgCGSjQ4y6rI+kqyzcTFDdDIOM2gw7ow6zqBTM+VosIxRY5LJzI5mKj6iVRofW24VhUaXjCIoTVTwsSOCCogGoVvkofTZPxoutKIiNN1Afz9VVNHnnr78+id2/zj33HOcH1sLaPO/j5d+z6l7pr7ki535FTh55S6EEJDJZLjYttRAmI8HXJxtu4EmUbvI4Woc+8/XUG1oQrjfwB+R5EiQnbVfDrtd32SxOvYdYzOut60H8jxND1tRWH4PAHCp2oj6xofSfCCAe4eRbT2+JMOY4X07r24wmjjKG0q5E27VNeJa2/vAhcp6AMCYAOaT7EvjphwUBRDAIsju2pfLb2hphaHxEQDzWgzTPzqJKRu/wf9cqH7uOf6v0y2KAFD+fYO0UCIAcCCIbMm50xy0QC9Xq+6D5ijclArEBZvnWvxv27yq9kvdkcMHx4cPUX/AIsjOXJVyaD2UADo2Uj16vgrfN7RACODztg0vAfMtx/obdTCZLPdTu/bYiFH59w+kkSBnuYzriZBNOSs6ft+CvKy7AKgjeSVECwA4c70WrSaBwuvm0d64kd72DItoUGER1A8Mb/uguNS2qNypax13hOhv1MHY9BAA8LtDFzFn27f4KPeqxfNvPzapesnuImzKuQKA84HI9jpffh3u5fqMnvQs8cHmYudMWS1KKg0wNj/CEBcF1wgisiIWQV2w5WKJADBl9DAAwL62TRP/UdMxsmMSwLkK8+jPzvwKAMD2vDKL53e1xtBXbefi7fFka8pORVCAhkVQT40NVEOpcMLd+y3YU2D+vx830pt/2BBZET8hu5CRkYGSkhIUFBTY5OfNjQ0CYB72rm1oweXb5hGh9kXTLlcbcKfTni3G5kd46/NTeNBinkPUvtr0kh+E4nczI5D9b2OltRzcVbyLhGyr80hQIIugHlMp5NL6Su1/AE0M5qUwImviLfL9wHCNK8L9huBStRFv/1e+1D5l9DCcv1WPK7fv40btA4vnnL5Wiy9Pl2PRP4dIRVC4nydSxprXF/nXsf748nQ5QoZxp2myrc7rUg1ru/uReiZ+pDfOlNVKj19rGzUmIuvgSFA/kRhqngR5sdK8FohM1rEq7NXbRty81/jEc/77O/NCaneM5lGiYUM6PnDclAos+ucQJL3k26dxEz2u80iQl5vSjpEMfHGdRn4CvVwx2peLJBJZE4ugfuLxpcez3xyLMB/zKM4/7jSgtqEFgHmEJ39VEgDgu1v1aGh+hPpG88RpjRtvRSb76zwnyJtFUK9MGNHxvhA1XM07PYmsjEVQPzFep7F4HKx1x4ih7pA7yXC/+RGu1pjnCaldneHr6QJ/tQuEAC7cqoeh6ZF0jMjeWjst+qlx5+9kb3ioFEgM1UImA959dZS9wyEadDgnqJ8IULtA66HC3bYJ0GpXZygVThjh7YZrdxtwtm1FaM+2QidquBpV9U3IL6uV1gRiEUT9QUPzI+n7ISq+xfTWx/8RjRpjM/6Jl8KIrI4jQf2ETGa5KaK67dLWqLaJzVdum1eFbi902t8Q24sjpcKJ+wlRv2Bs6iiCePmm9zRuShZARH2ERVA/EqDp2GSyvdgJ9bG8u6u9PcTHHQBQVNE2QuTCUSDqH+53GgkiIurPWAR1wdaLJbbzU3esqaJSmEd1XvK3/AuwvQgapTUXRx3zgXjZgfqHziOaRET9GYugLth6scR27bfJdzY90g/pr4VIj4e4mIudUcPcLfpxPhD1F28njMDKGeE4mvmqvUMhInomDh/0I/HB3vgkNQY6745NJ1UKOVbOCIdMZr4TrP2W2SEuzvAZokJN2xpBniyCqJ9QKeQWhTsRUX/FIqif+Zco/y7bV0wPf6ItZJiHVARxJIiIiOjF8HLYANb5kljn0SMiIiJ6PhZBA1jnfcEmBg+1YyREREQDD4ugAczXs+OW+pgRGvsFQkRENABxTtAA9oNwH8SN9ML4IA3clPynJCIiehH85BzAXJVy7Et/xd5hEBERDUi8HEZEREQOiUUQEREROSQWQV2w17YZREREZDsyIYSwdxD9lcFggFqtRn19PTw9Pe0dDhEREXVDdz+/ORJEREREDolFEBERETkkFkFERETkkFgEERERkUNiEUREREQOiUUQEREROSQWQUREROSQWAQRERGRQ2IRRERERA6JRRARERE5JIW9A+jP2ncUMRgMdo6EiIiIuqv9c/t5O4OxCHoGo9EIAAgKCrJzJERERPSijEYj1Gr1U49zA9VnMJlMqKysxJAhQyCTyax2XoPBgKCgINy4cYMbs/Yx5to2mGfbYJ5tg3m2jb7MsxACRqMRAQEBcHJ6+swfjgQ9g5OTEwIDA/vs/J6envwPZiPMtW0wz7bBPNsG82wbfZXnZ40AtePEaCIiInJILIKIiIjIIbEIsgOVSoU1a9ZApVLZO5RBj7m2DebZNphn22CebaM/5JkTo4mIiMghcSSIiIiIHBKLICIiInJILIKIiIjIIbEIIiIiIofEIsgOtm3bhpEjR8LFxQUTJ07EmTNn7B3SgLZu3TrExcVhyJAh8PHxwZw5c3D58mWLPk1NTcjIyMDQoUPh4eGBN998E7dv37ZTxIPD+vXrIZPJsHTpUqmNebaOW7duYf78+Rg6dChcXV0RFRWFwsJC6bgQAqtXr4a/vz9cXV0xdepUXL161Y4RDzytra3IyspCcHAwXF1dERISgj/84Q8We00xzz1z8uRJzJw5EwEBAZDJZPj6668tjncnr7W1tUhNTYWnpyc0Gg1+8pOf4P79+1aPlUWQjX311VdYtmwZ1qxZg3PnzmHcuHGYNm0aampq7B3agHXixAlkZGTg9OnTyMnJwcOHD/HDH/4QDQ0NUp/3338fhw8fxr59+3DixAlUVlbijTfesGPUA1tBQQH+9Kc/YezYsRbtzHPv3bt3D5MmTYKzszOOHj2KkpISbNy4EV5eXlKf7OxsbNmyBZ999hny8/Ph7u6OadOmoampyY6RDywffPABPv30U3z88ccoLS3FBx98gOzsbGzdulXqwzz3TENDA8aNG4dt27Z1ebw7eU1NTcXFixeRk5ODI0eO4OTJk1i0aJH1gxVkU/Hx8SIjI0N63NraKgICAsS6devsGNXgUlNTIwCIEydOCCGEqKurE87OzmLfvn1Sn9LSUgFAnDp1yl5hDlhGo1GEhYWJnJwc8dprr4nMzEwhBPNsLStWrBCJiYlPPW4ymYSfn5/YsGGD1FZXVydUKpXYvXu3LUIcFFJSUsTChQst2t544w2RmpoqhGCerQWAOHDggPS4O3ktKSkRAERBQYHU5+jRo0Imk4lbt25ZNT6OBNlQS0sLzp49i6lTp0ptTk5OmDp1Kk6dOmXHyAaX+vp6AIC3tzcA4OzZs3j48KFF3sPDw6HT6Zj3HsjIyEBKSopFPgHm2VoOHTqE2NhYzJ07Fz4+PoiOjsaf//xn6XhZWRmqq6st8qxWqzFx4kTm+QW88soryM3NxZUrVwAAxcXFyMvLw4wZMwAwz32lO3k9deoUNBoNYmNjpT5Tp06Fk5MT8vPzrRoPN1C1obt376K1tRW+vr4W7b6+vrh06ZKdohpcTCYTli5dikmTJiEyMhIAUF1dDaVSCY1GY9HX19cX1dXVdohy4NqzZw/OnTuHgoKCJ44xz9Zx7do1fPrpp1i2bBlWrVqFgoICvPfee1AqlUhLS5Ny2dX7CPPcfStXroTBYEB4eDjkcjlaW1uxdu1apKamAgDz3Ee6k9fq6mr4+PhYHFcoFPD29rZ67lkE0aCSkZGBCxcuIC8vz96hDDo3btxAZmYmcnJy4OLiYu9wBi2TyYTY2Fj88Y9/BABER0fjwoUL+Oyzz5CWlmbn6AaPvXv3YufOndi1axfGjBkDvV6PpUuXIiAggHl2ILwcZkNarRZyufyJu2Vu374NPz8/O0U1eCxevBhHjhzB8ePHERgYKLX7+fmhpaUFdXV1Fv2Z9xdz9uxZ1NTUICYmBgqFAgqFAidOnMCWLVugUCjg6+vLPFuBv78/IiIiLNpeeuklVFRUAICUS76P9M6vfvUrrFy5Em+99RaioqLw9ttv4/3338e6desAMM99pTt59fPze+JmoUePHqG2ttbquWcRZENKpRITJkxAbm6u1GYymZCbm4uEhAQ7RjawCSGwePFiHDhwAMeOHUNwcLDF8QkTJsDZ2dki75cvX0ZFRQXz/gKSkpJw/vx56PV66Ss2NhapqanS98xz702aNOmJJR6uXLmCESNGAACCg4Ph5+dnkWeDwYD8/Hzm+QU8ePAATk6WH4FyuRwmkwkA89xXupPXhIQE1NXV4ezZs1KfY8eOwWQyYeLEidYNyKrTrOm59uzZI1QqldixY4coKSkRixYtEhqNRlRXV9s7tAHr5z//uVCr1eKbb74RVVVV0teDBw+kPunp6UKn04ljx46JwsJCkZCQIBISEuwY9eDQ+e4wIZhnazhz5oxQKBRi7dq14urVq2Lnzp3Czc1NfPnll1Kf9evXC41GIw4ePCi+++47MXv2bBEcHCwaGxvtGPnAkpaWJoYPHy6OHDkiysrKxP79+4VWqxXLly+X+jDPPWM0GkVRUZEoKioSAMSHH34oioqKRHl5uRCie3mdPn26iI6OFvn5+SIvL0+EhYWJefPmWT1WFkF2sHXrVqHT6YRSqRTx8fHi9OnT9g5pQAPQ5df27dulPo2NjeIXv/iF8PLyEm5ubuL1118XVVVV9gt6kHi8CGKerePw4cMiMjJSqFQqER4eLj7//HOL4yaTSWRlZQlfX1+hUqlEUlKSuHz5sp2iHZgMBoPIzMwUOp1OuLi4iFGjRonf/OY3orm5WerDPPfM8ePHu3xPTktLE0J0L6/ff/+9mDdvnvDw8BCenp5iwYIFwmg0Wj1WmRCdlsckIiIichCcE0REREQOiUUQEREROSQWQUREROSQWAQRERGRQ2IRRERERA6JRRARERE5JBZBRERE5JBYBBEREZFDYhFEREREDolFEBERETkkFkFENKhMnjwZMpkMMpkMer3e3uE84Ze//CXmzJnz1OPvvPOOFP/XX39ts7iIHBGLICIadH7605+iqqoKkZGRUlt7cZGenv5E/4yMDMhkMrzzzjtWj2XBggX47W9/Kz3W6/UYO3bsU/tv3rwZVVVVVo+DiJ7EIoiIbOrRo0d9/jPc3Nzg5+cHhUJh0R4UFIQ9e/agsbFRamtqasKuXbug0+msHkdrayuOHDmCWbNmSW3FxcUYN27cU5+jVqvh5+dn9ViI6Eksgoioz1y/fh0ymQx79+7Fq6++CpVKhUOHDtktnpiYGAQFBWH//v1S2/79+6HT6RAdHW3Rd/LkyVi8eDEWL14MtVoNrVaLrKwsCCGkPiaTCdnZ2QgNDYVKpYJOp8PatWul43//+9/h7OyMuLg4AMDNmzdx9+5dAEBycjLc3NwwevRo5Ofn9+XLJqKnYBFERH2muLgYALBhwwasXr0aFy9eRFJSkl1jWrhwIbZv3y49/utf/4oFCxZ02feLL76AQqHAmTNnsHnzZnz44Yf4y1/+Ih3/9a9/jfXr1yMrKwslJSXYtWsXfH19peOHDh3CzJkzIZPJAECao7Rt2zasWrUKxcXF0Ol0WLlyZR+8UiJ6HhZBRNRn9Ho93N3dsW/fPiQnJyM0NBQhISFd9q2oqEBKSgrCwsIQGhqKNWvWSKMuv//97zFmzBhERUUhNjYWZWVlPY5p/vz5yMvLQ3l5OcrLy/Htt99i/vz5XfYNCgrCpk2bMHr0aKSmpmLJkiXYtGkTAMBoNGLz5s3Izs5GWloaQkJCkJiYiHfffVd6/sGDBy0uhen1enh7e2Pv3r2YMmUKwsLCMGvWLNy5c6fHr4eIek7x/C5ERD1TXFyMWbNmYeTIkc/sJ4TA66+/jmXLliE1NRVNTU2YO3cutmzZgri4OBw/fhx6vR7Ozs64efMm3N3dexzTsGHDkJKSgh07dkAIgZSUFGi12i77vvzyy9IoDgAkJCRg48aNaG1tRWlpKZqbm586slVaWorKykqL43q9HrNnz7b4eWVlZQgNDe3x6yGinuNIEBH1Gb1ej8mTJz+3X25uLjw8PJCamgoAcHFxwZYtW7BhwwZUV1dDq9XC2dkZABAYGAgvL69exbVw4ULs2LEDX3zxBRYuXNijc7i6uj7z+KFDh5CcnAwXFxepTa/X4+WXX7bop9frMX78+B7FQES9wyKIiPqEwWDA9evXn5hw3JWSkhLExMRYtAUHB6OhoQFJSUm4dOkSIiIikJmZicLCwl7HNn36dLS0tODhw4eYNm3aU/s9PmH59OnTCAsLg1wuR1hYGFxdXZGbm9vlcw8ePIjZs2dLj41GI65du/ZEPlgEEdkPL4cRUZ8oLi6GXC5HVFRUr84jk8lQVFSE48ePIzc3F8nJydi7dy+Sk5N7fE65XI7S0lLp+6epqKjAsmXL8LOf/Qznzp3D1q1bsXHjRgDm0aoVK1Zg+fLlUCqVmDRpEu7cuYOLFy9i5syZKCwstLgTrqt8lJeX4969eyyCiOyERRAR9Yni4mKMHj3a4nLQ00RERFjctg6Y58q4u7vD09MTgPmW8uTkZGi1Whw8eLBXRRAA6bzP8uMf/xiNjY2Ij4+HXC5HZmYmFi1aJB3PysqCQqHA6tWrUVlZCX9/f6Snp+Pw4cOIj4+3mPuj1+ufyEdRURE0Gs1z50wRUd+Qic6LXhAR9TGtViutldNOCIGYmBgsX74c8+bNQ3NzM370ox9hypQpmDFjBhQKBUJCQiCEwIIFCxAREYHly5d3ef7Jkydj/Pjx+Oijj3oVZ2/OM2vWLCQmJj41xu6QyWQ4cODAM7fYIKLe4ZwgIrKpe/fuITAwUPravXu39IH/t7/9DWFhYYiIiEBUVBTee+893L9/H/Pnz8eYMWMQGRkJk8mEJUuWPPNnfPLJJ/Dw8MD58+dt9KosJSYmYt68eT16bnp6Ojw8PKwcERF1hSNBRDSo3Lp1S9oWQ6fTQalU9ug81hpRelE1NTUwGAwAAH9//14tB0BEz8YiiIiIiBwSL4cRERGRQ2IRRERERA6JRRARERE5JBZBRERE5JBYBBEREZFDYhFEREREDolFEBERETkkFkFERETkkFgEERERkUNiEUREREQO6f8B5yIOs49Nv9UAAAAASUVORK5CYII=",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure()\n",
"plt.plot(rdist, finterp[0][0, :, 0])\n",
"plt.plot(rdist, finterp[0][0, :, 1])\n",
"# plt.plot(rdist, finterp[0][1, :, 1])\n",
"# plt.plot(rdist, finterp[0][1])\n",
"plt.yscale(\"log\")\n",
"plt.xlabel(r\"$r_{\\rm LOS} ~ [\\mathrm{Mpc} / h]$\")\n",
"plt.ylabel(r\"$\\rho ~ [h^2 M_\\odot / \\mathrm{kpc}^3]$\")\n",
"\n",
"# plt.savefig(\"../plots/los_density.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 66,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"<KeysViewHDF5 ['DEC', 'RA', 'e_rhMpc', 'r_hMpc', 'z_obs']>\n",
"[257.913777 153.92777016 179.31705342 191.86833286 281.66408049\n",
" 288.50201589 174.50610479 216.60269476 108.90996236 309.42214917\n",
" 16.81750993 269.4221259 238.14579579 121.27993484 203.84909417\n",
" 188.47592843 185.27476324 106.4123163 133.64692979 37.85860654\n",
" 146.02174412 129.61819338 84.1608868 334.00415153 38.45407476\n",
" 22.82045861 263.94764257 211.6610223 240.72609721 140.4400568\n",
" 165.4075435 241.85718797 126.90418905 275.68210609 24.32272137\n",
" 339.92326 15.87872813 103.26137093 3.62135198 348.62844138\n",
" 11.99957619 326.85679608 268.67725928 179.16012979 192.18390097\n",
" 191.36167164 101.85702889 111.72088801 355.05147665 6.32760332\n",
" 212.48967159 154.29785936 191.7514308 144.21308917 199.48295574\n",
" 207.74625324 94.07749024 27.10552055 9.08016256 145.25330055\n",
" 71.2998542 147.69263532 41.4626546 341.35398351 200.37903246\n",
" 187.7966961 252.43764592 187.78615058 188.51866596 161.78216462\n",
" 202.77460985 344.50141817 208.19964002 357.99225248 150.84098733\n",
" 22.44821136 190.69817669 197.55360519 152.26699777 20.53369464\n",
" 348.78662296 55.80119084 74.92982832 115.56810544 46.36468273\n",
" 2.62559378 311.50438523 201.0484087 54.06477017 200.82380934\n",
" 188.54026322 157.34550311 186.27299493 299.96404118 54.28864501\n",
" 299.71317893 258.87747769 190.74616502 323.68818129 50.65852321\n",
" 188.6292888 50.65852321 204.92511588 181.04114568 224.87717796\n",
" 49.29458383 180.48486297 358.53577477 333.66225313 275.79193882\n",
" 127.87912282 169.86464498 125.69222982 239.147036 149.88078731\n",
" 243.18209259 215.56607699 116.72919416 224.06941322 195.84316823\n",
" 122.96725952 29.58300214 0.93116777 120.06679851 320.87870897\n",
" 258.055495 11.7128841 75.23040696 55.44712201 75.47421592\n",
" 338.0514929 49.42814975 10.67700364 347.46738146 9.74709771\n",
" 31.08975506 206.38317338 201.14565869 184.79362167 196.25154221\n",
" 163.51425895 195.15614351 218.4838896 239.17590965 280.00381267\n",
" 174.63466403 183.0468047 159.29914255 167.41350695 190.43199067\n",
" 191.40565404 92.15394679 51.44466864 49.94857163 132.33219645\n",
" 53.81277962 21.66780081 36.93337167 230.34340444 308.83195891\n",
" 170.22633436 171.39729356 156.77706557 91.18355283 42.55409849\n",
" 1.48044748 10.4452016 265.9636781 218.65474602 179.08781069\n",
" 109.52032216 146.67896832 260.59544048 99.2572855 20.2673852\n",
" 34.52302921 125.05394773 133.48723463 311.85000548 50.48631212\n",
" 29.47435015 352.11136336 198.25108016 244.14673219 211.6610223\n",
" 236.73192995 216.20481873 196.98318008 154.21746761 347.67175318\n",
" 144.51030743 74.29365823 21.3304381 24.51151613 358.39943833\n",
" 270.36918589 248.51109397 167.61667914 160.0084801 137.380361\n",
" 20.70373877 340.54264114 308.22338964 327.28042733 80.45893098\n",
" 129.59442911 191.60356348 37.67929646 144.39106248 207.50161362\n",
" 224.88355178 184.3229601 192.42303228 77.95062894 47.20574611\n",
" 359.63485111 338.52965431 160.11729905 39.0166275 105.40725449\n",
" 185.72695755 171.01074151 340.07395544 14.07408326 27.69070833\n",
" 139.05195833 181.05108333 344.92754167 126.7765 193.14141667\n",
" 202.5075 322.74691667 79.39320833 138.82345833 6.31941667\n",
" 141.90004167 171.25958333 202.77420833 345.44954167 52.46175\n",
" 54.00641667 354.70170833 152.33325 104.29804167 104.39358333\n",
" 45.97375 144.630125 128.97245833 100.26045833 162.57033333\n",
" 189.74058333 315.87341667 198.75729167 211.88566667 303.49983333\n",
" 294.18683333 109.13583333 17.95475 45.61875 157.23320833\n",
" 21.346 20.22841667 332.68679167 1.00795833 136.89191667\n",
" 132.64645833 58.595125 74.84816667 170.16158333 220.599375\n",
" 170.92616667 75.88908333 107.92004167 162.84195833 138.75008333\n",
" 177.267125 32.32141667 227.86837 14.6925 241.36508\n",
" 291.08729 356.85458 1.55754 274.74571 346.27442\n",
" 15.4335 277.60646 200.43687 219.45867 257.76075\n",
" 320.25721 249.37108 272.71 335.22483 299.05367\n",
" 334.77183 314.12537 27.43167 1.70442 144.723\n",
" 338.46533 308.24633 359.73771 199.21417 164.68825\n",
" 204.36967 225.94479 30.27671 219.31271 270.59733\n",
" 32.70733 128.37954 242.48517 355.44933 128.75825\n",
" 107.94212 245.54412 194.22404 176.44104 3.74929\n",
" 145.81354 186.158 332.71529 345.819 334.38854\n",
" 202.30342 330.45446 109.44041667 16.83491667 24.88333\n",
" 154.81917 65.45125 37.66542 177.86762 163.7425\n",
" 212.86042 236.37625 155.62458 162.8025 197.99167\n",
" 102.65292 162.03125 216.82862 167.35751 215.07542\n",
" 162.20262 202.50333 203.68955 287.65542 203.06375\n",
" 217.78875 203.14908 182.02833 236.13 221.7775\n",
" 341.55171 318.0975 209.76858 273.1225 200.78025\n",
" 336.38233 5.34333 36.84042 225.65229 26.02737\n",
" 15.39792 339.24642 227.95617 272.02708 37.32283\n",
" 44.39175 324.92216 317.28283 90.81942 338.34446\n",
" 38.01092 32.87112 1.76313 23.5621 135.05499\n",
" 108.05958 181.3575 207.45479 205.84688 166.89787\n",
" 208.53675 208.1625 130.20479 128.23873 248.3325\n",
" 152.69017 117.04587 173.29408 196.91421 14.38292\n",
" 45.38504 174.64075 176.11058 171.97717 214.12917\n",
" 156.67654 42.29325 211.67305 240.96735 165.33138\n",
" 146.13396 203.17538 61.561 257.44179 148.45258\n",
" 239.28395 230.67133 334.04921 198.88683 200.30375\n",
" 213.595 233.09502 226.51104 259.33012 261.67433\n",
" 35.80504 337.6749 24.65033 60.85967 346.66457\n",
" 121.33125 33.99229 2.86509 168.54599 93.13916\n",
" 5.17108 40.28692 25.98572 126.78388 38.89295\n",
" 229.19654167 269.87408 191.18975 358.35642 355.46738\n",
" 21.09388 78.69917 56.84763 234.77917 145.80508\n",
" 28.42666667 43.194625 134.89545833 181.0215 240.71283333\n",
" 310.97141667 358.15491667]\n"
]
}
],
"source": [
"with h5py.File(\"/mnt/extraspace/rstiskalek/catalogs/PV_Supranta/A2.h5\", 'r') as f:\n",
" print(f.keys())\n",
" print(f[\"RA\"][:])"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
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" 134.5087 , 87.61397 , 139.79611 , 315.07483 ,\n",
" 234.62367 , 301.84012 , 484.01865 , 663.8185 ,\n",
" 293.2296 , 136.89264 , 147.65718 , 130.9273 ,\n",
" 116.33771 , 143.74536 , 80.08072 , 30.173855 ,\n",
" 12.165639 , 10.68441 , 9.221353 , 10.211646 ,\n",
" 11.992005 , 19.4537 , 11.251454 , 8.464169 ,\n",
" 13.099285 , 17.883732 , 19.20988 , 46.738792 ,\n",
" 55.239193 , 6.841834 , 9.18582 , 23.706173 ,\n",
" 74.723434 , 187.2956 , 369.05817 , 253.03062 ,\n",
" 55.191418 , 68.85495 , 289.00592 , 969.0986 ,\n",
" 180.4563 , 70.97476 , 24.608627 , 24.743225 ,\n",
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" 4.635455 , 6.1151123, 11.864274 , 19.191708 ,\n",
" 9.1014805, 7.5032997, 9.466907 , 10.716101 ,\n",
" 9.155455 , 9.917248 , 136.0201 , 57.726727 ,\n",
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" 37.797356 , 41.525276 , 65.375465 , 94.393906 ,\n",
" 19.892447 , 20.74041 , 15.574245 , 19.020699 ,\n",
" 16.831785 , 22.487307 , 20.252598 , 14.337538 ,\n",
" 17.36609 , 17.485952 , 18.453922 , 26.196033 ,\n",
" 29.500584 , 26.58963 , 37.125656 , 81.49562 ,\n",
" 83.77232 , 137.38773 , 1295.4517 , 398.84943 ,\n",
" 1082.2748 , 402.14554 , 277.34045 , 25.818726 ,\n",
" 15.6923275, 15.24346 , 20.254032 , 14.838277 ,\n",
" 11.22076 , 19.399096 , 10.351105 , 30.465406 ,\n",
" 46.79307 , 19.40228 , 12.464137 , 14.419122 ,\n",
" 12.179465 , 9.22182 , 21.167253 , 29.398338 ,\n",
" 21.396988 , 19.779228 , 22.205538 , 12.95934 ,\n",
" 8.252939 , 26.199804 , 30.8148 , 41.415253 ,\n",
" 57.572132 , 74.17276 , 101.8926 , 75.438385 ,\n",
" 71.87181 , 116.71039 , 99.06143 , 138.8481 ,\n",
" 84.13705 , 44.81233 , 8.080019 , 4.576476 ,\n",
" 4.3324184, 5.0273733, 7.6751394, 16.073715 ,\n",
" 12.193309 , 6.509601 , 5.840347 , 7.337933 ,\n",
" 9.146312 , 9.227291 , 9.852993 , 13.049668 ,\n",
" 13.314442 , 16.158342 , 17.48068 , 10.954332 ],\n",
" dtype=float32),\n",
" array([ 10.583365 , 6.7742605, 7.1643467, 6.8513064,\n",
" 5.5301476, 6.9267087, 22.147158 , 108.51967 ,\n",
" 112.481346 , 88.93071 , 145.0881 , 141.2615 ,\n",
" 134.5087 , 87.61397 , 139.79611 , 315.07483 ,\n",
" 234.62367 , 301.84012 , 484.01865 , 663.8185 ,\n",
" 293.2296 , 136.89264 , 147.65718 , 130.9273 ,\n",
" 116.33771 , 143.74536 , 80.08072 , 30.173855 ,\n",
" 12.165639 , 10.68441 , 9.221353 , 10.211646 ,\n",
" 11.992005 , 19.4537 , 11.251454 , 8.464169 ,\n",
" 13.099285 , 17.883732 , 19.20988 , 46.738792 ,\n",
" 55.239193 , 6.841834 , 9.18582 , 23.706173 ,\n",
" 74.723434 , 187.2956 , 369.05817 , 253.03062 ,\n",
" 55.191418 , 68.85495 , 289.00592 , 969.0986 ,\n",
" 180.4563 , 70.97476 , 24.608627 , 24.743225 ,\n",
" 47.642834 , 21.767788 , 8.428687 , 7.14018 ,\n",
" 7.660934 , 13.2114 , 62.22416 , 70.15863 ,\n",
" 33.04026 , 39.356396 , 73.14411 , 39.452133 ,\n",
" 36.98149 , 26.600525 , 17.725557 , 53.196896 ,\n",
" 52.465004 , 64.81822 , 173.60437 , 245.58018 ,\n",
" 187.42072 , 770.42847 , 102.52525 , 11.396799 ,\n",
" 24.54599 , 66.20458 , 95.76814 , 37.810677 ,\n",
" 34.16611 , 52.21646 , 103.09187 , 38.738525 ,\n",
" 14.756968 , 11.289859 , 37.27441 , 55.70077 ,\n",
" 19.752144 , 32.716606 , 57.033173 , 11.952204 ,\n",
" 7.6880813, 8.264174 , 9.047332 , 10.430565 ,\n",
" 10.583365 , 5.6465387, 4.6723876, 4.644058 ,\n",
" 4.635455 , 6.1151123, 11.864274 , 19.191708 ,\n",
" 9.1014805, 7.5032997, 9.466907 , 10.716101 ,\n",
" 9.155455 , 9.917248 , 136.0201 , 57.726727 ,\n",
" 47.618767 , 115.29523 , 110.45297 , 60.60472 ,\n",
" 37.797356 , 41.525276 , 65.375465 , 94.393906 ,\n",
" 19.892447 , 20.74041 , 15.574245 , 19.020699 ,\n",
" 16.831785 , 22.487307 , 20.252598 , 14.337538 ,\n",
" 17.36609 , 17.485952 , 18.453922 , 26.196033 ,\n",
" 29.500584 , 26.58963 , 37.125656 , 81.49562 ,\n",
" 83.77232 , 137.38773 , 1295.4517 , 398.84943 ,\n",
" 1082.2748 , 402.14554 , 277.34045 , 25.818726 ,\n",
" 15.6923275, 15.24346 , 20.254032 , 14.838277 ,\n",
" 11.22076 , 19.399096 , 10.351105 , 30.465406 ,\n",
" 46.79307 , 19.40228 , 12.464137 , 14.419122 ,\n",
" 12.179465 , 9.22182 , 21.167253 , 29.398338 ,\n",
" 21.396988 , 19.779228 , 22.205538 , 12.95934 ,\n",
" 8.252939 , 26.199804 , 30.8148 , 41.415253 ,\n",
" 57.572132 , 74.17276 , 101.8926 , 75.438385 ,\n",
" 71.87181 , 116.71039 , 99.06143 , 138.8481 ,\n",
" 84.13705 , 44.81233 , 8.080019 , 4.576476 ,\n",
" 4.3324184, 5.0273733, 7.6751394, 16.073715 ,\n",
" 12.193309 , 6.509601 , 5.840347 , 7.337933 ,\n",
" 9.146312 , 9.227291 , 9.852993 , 13.049668 ,\n",
" 13.314442 , 16.158342 , 17.48068 , 10.954332 ],\n",
" dtype=float32))"
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"finterp[0], finterp[1]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure()\n",
"plt.plot(rdist, finterp[:100])\n",
"plt.yscale(\"log\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "venv_csiborg",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.4"
}
},
"nbformat": 4,
"nbformat_minor": 2
}