04_visualize_found_genes.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "f9d19a74",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "from Bio import SeqIO\n",
    "from Bio.SeqUtils import GC\n",
    "import pathlib\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "import gget\n",
    "import random\n",
    "from dna_features_viewer import GraphicFeature, GraphicRecord"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "963e6561",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Gene stable ID</th>\n",
       "      <th>Gene end (bp)</th>\n",
       "      <th>Gene start (bp)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>ENSPSIG00000016855</td>\n",
       "      <td>4069176</td>\n",
       "      <td>4029282</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       Gene stable ID  Gene end (bp)  Gene start (bp)\n",
       "0  ENSPSIG00000016855        4069176          4029282"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "features_in_target_region = pd.read_csv(\"aldh1l2_gene_target_region.csv\")\n",
    "features_in_target_region"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "2f952fcd",
   "metadata": {},
   "outputs": [],
   "source": [
    "features = []\n",
    "features_wo_labels = []\n",
    "hit_features = []\n",
    "\n",
    "feature_colors = plt.cm.get_cmap(\"Set3\")\n",
    "\n",
    "# add annotated genes to features\n",
    "for index, gene in features_in_target_region.iterrows():\n",
    "    feature = GraphicFeature(start=gene[\"Gene start (bp)\"], end=gene[\"Gene end (bp)\"], color=feature_colors(((index + 77) % 16)), label=gene[\"Gene stable ID\"])\n",
    "    features.append(feature)\n",
    "    \n",
    "    feature_wo_label = GraphicFeature(start=gene[\"Gene start (bp)\"], end=gene[\"Gene end (bp)\"], color=feature_colors(((index + 77) % 16)), label=None)\n",
    "    features_wo_labels.append(feature_wo_label)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "2fcc9b18",
   "metadata": {},
   "outputs": [],
   "source": [
    "outfmt_header = [\"qseqid\", \"sseqid\", \"pident\", \"length\", \"mismatch\", \"gapopen\", \"qstart\", \"qend\", \"sstart\", \"send\", \"evalue\", \"bitscore\"]\n",
    "blastx_result = pd.read_csv(\"pelodiscus_sinensis_ENSG00000136010.out\", sep=\"\\t\", header=None, names=outfmt_header)\n",
    "\n",
    "start = int(blastx_result.loc[0, \"qseqid\"].split(\":\")[3])\n",
    "end = int(blastx_result.loc[0, \"qseqid\"].split(\":\")[4])\n",
    "\n",
    "# add most common hits to features\n",
    "for i in range(0, 10):\n",
    "    best_hits = pd.DataFrame(blastx_result.groupby(\"sseqid\").nth(i))\n",
    "    hit_start = best_hits[\"qstart\"].mode()[0]\n",
    "    hit_end = best_hits[\"qend\"].mode()[0]\n",
    "    hit_start = (start + hit_start)\n",
    "    hit_end = (start + hit_end)\n",
    "\n",
    "    feature = GraphicFeature(start=hit_start, end=hit_end, color=feature_colors(8), label=\"Hit\")\n",
    "    features.append(feature)\n",
    "    \n",
    "    if (hit_start > gene_start) & (hit_end < gene_end):\n",
    "        hit_feature = GraphicFeature(start=hit_start-gene_start, end=hit_end-gene_start, color=feature_colors(8), label=\"Hit\")\n",
    "        hit_features.append(hit_feature)\n",
    "\n",
    "    feature_wo_label = GraphicFeature(start=hit_start, end=hit_end, color=feature_colors(8), label=None)\n",
    "    features_wo_labels.append(feature_wo_label)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "58fa9e63",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[GF(Hit, 14376-14612 ),\n",
       " GF(Hit, 16534-16719 ),\n",
       " GF(Hit, 31073-31282 ),\n",
       " GF(Hit, 24698-24844 ),\n",
       " GF(Hit, 7840-7980 ),\n",
       " GF(Hit, 33896-34015 )]"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hit_features"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "b16aaab6",
   "metadata": {},
   "outputs": [],
   "source": [
    "# features_wo_labels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "33153c8a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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/Laaa8noX4/5hUY09t1Nvfvy/tSVJKoz/fackSYUxnCVJKozhLElSYQxnSZIKYzhLklQYw1mSpML8P9nyz2Osm9pCAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 576x158.4 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "record = GraphicRecord(first_index=start, sequence_length=(end-start), features=features_wo_labels)\n",
    "record.plot();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "2e3b8913",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x576 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "record = GraphicRecord(first_index=start, sequence_length=(end-start), features=features_wo_labels)\n",
    "\n",
    "zoom_start, zoom_end = 4025000, 4085000\n",
    "cropped_record = record.crop((zoom_start, zoom_end))\n",
    "\n",
    "fig, (ax1, ax2) = plt.subplots(2, 1, figsize=(15, 8))\n",
    "\n",
    "ax1.set_title(\"Whole sequence\", loc='left', weight='bold')\n",
    "record.plot(ax=ax1)\n",
    "ax1.fill_between((zoom_start, zoom_end), +1000, -1000, alpha=0.15)\n",
    "\n",
    "cropped_record.plot(ax=ax2)\n",
    "\n",
    "ax2.set_title(\"Sequence detail\", loc='left', weight='bold');\n",
    "plt.savefig(\"rft1_more_hits_wo_labels.png\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "19a12a85",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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oL9vWXrYDAIDWRpEFICVMmTJFy5Yt05gxYzR37txkp+Or9rJt7WU7AABobZyTBaBVrVixYr9pixcvliSNGzeudtqAAQO0ZMmSNsvLD+1l29rLdgAAkCroyQLgCytjrbWtE9tatU7kZom1xvZ5Mdts87x28n191lrJmBRoJgAAko8iC4AvSm3GF8XFxb4fU6LRqMrLyjK2x3K2+R27OSoi9rOdO3dV+R139+7dMoHgTr/jHkhEgW07du6s8Dvu7t27FQyG9vgdFwCAdESRBcAXS6sPWVVRUVn54Ycf+hp3+fLlMRsIrlsd7Z7UIuvTSMHCD1Z9ENu9e7dvMWOxmF57bWnlnurAf3wL2og1kW6LPvnkk8C2bf7tTmutXnttaVWlQs/6FhQAgDRmWmt4D4DkGnD9k4Paep3jwp8UDsrcfVeXLl1Mt65dgyZgDrhsNBoNB4PB6gPNj8ViduuWrbE9JSUVb5d3veytSN9PWyXpZpia/cHlnYMV1/fu1bsqLy8vqANvXqPbF6mO2A0bN5iqqN57fM/Ab2+3uZWtkXN9zsladU73UPmve/boWZWfn9/k7ahvm6KRqN24aaOprI5+9ExJv69tihWUtm72iVl309lrkp0DAKD9o8gC2qlkFFmS1MlUhE8Mrz8+21T3Mg30lq9e8c7EwYUjXjzQfCsTLbEZ65dUDXirUqFY62TbfAOCOwqGBLeeGDbRgoaWa2z7YjJVW2N57y2t7veR/1k2rk9gd+6w0GcnZZjoQQ0tV3c76tummEz1jljOB69W91sVS4PBERRZAIC2wNUFAfhqj82qfr5qUKOXoNvy5r09Vh1x+YNtkZOf1kUP2r0uelCjw+JSffs2xQpKN1UVvNDYcnW3I9W3CQCAVEGRBSDtBRTTsNDnfTuZii6JxIkpUP1htOunW2Odyv3KzU+HBbd36RUo7m1kE+gyMnZLLO+zNdGDt/uXGQAAqIsiC0BaGxf++OjB2SV/CBpzUE5OTrVMAycYNSIarTZHlq7NqA5k/vuh4sNvLFdG1MdUW2xAcEfBpLzNt5toZHheXl6VCQRaPM7b2qhKSjZljgtsWf3fku5XJfuCIgAAtEcUWQDSVq9Ace7gzOK7zzjt9NxBgwbJGJOVaMzy8nI99vjjZ58XXfvFv0qH3OJDmgmblLf59qOPGjzi5JNPDofD4YxE40WjUb366qtHmbeX/311cffz/MgRAAB8KfXPUgaAAzgmtGl8z1497eDBg2US6MGqKzs7WxNPOSW7UzDyVV8CJuiw4PYuJhoZ7hVYvsQMBoMaPXp0KGjsgBGhzX19CQoAAGpRZAFIW1kmckjPHj2y/Y7brVs3RaqruvkdtyV6BYp75eXlVflVYNUIBALq3LlLdddAKUUWAAA+o8gCkM5MILD3j3EVFhZq5cqVey00fvx4FRUVafbs2VqwYIEkqaioSAsXLqw3aCAQkNTQr0e1HSMbrO8cLD+20wQCCiR0EQ0AAFAfzskC0GHMnDmz9u+ioiKVlpZq0qRJScyodXSU7QQAIFVRZAHoMK666iqNHDlSY8eO1bx58xSLxbRo0SJNnTpVM2bMSHZ6vuko2wkAQKqiyALQ7kybNk1ZWV9eaHDt2rV7zR86dKimT5+u0tJSzZkzp63T801H2U4AANINRRaAdmf+/PkaMmRI7ePx48cnMZvW01G2EwCAdMMJzwAAAADgI4osAB1Sfn6+iouLk51Gq+so2wkAQCqhyALQIU2ZMkXLli3TmDFjNHfu3GSn02o6ynYCAJBKOCcLQLuyYsWK/aYtXrxYkjRu3LjaaQMGDNCSJUvaLC+/dZTtBAAgHdGTBSCdWWv3+51eP4L6HrPlTKtsoxTfTiuTShsLAEC7QJEFIG1VK7htx86dFX7H3b17t4Kh8B6/47bEDpv9RVlpSUYsFvM1rrVWe/YUB0tsxjZfAwMAAIosAOlrVeTgRZ+u+zT4xRdf+BbTWqvXli6trlLoOd+CJuD9SM8tMQU2v/fee772OK1evdpWVUdKXq8+5EM/4wIAAM7JApDG1kQP3j6oetv199533009evSoLsjPD8qYAy4fjUbDwWCw+oDzI1G7cdNGVVZH171YesivWyXpFlhe1vm7WvzyfW8tW5bRvXv3QCAQOPBGquHttDGrL7Zti+7evSv2QUXnK2N81wYAgO8osgCktScqj3qqT/XuxcM2fHZS2OzsYqQDFiCrV7wzcXDhiBcPND8mU70jlrPq1ep+H6RS8fFG5JBPVuzpMXZ05afH5m7f0NfIBhtavqHttFKs3IY3v1J91OulNjPSOhkDANCxUWQBSHubYgWlm6oKXmhsuS1v3ttj1RGXP9gWOfmtXBnRhVVHLJW0tLFl03k7AQBoDyiyAKSFgGIaEfrskFxT2bmlMZb369X96PC6I1dHuq3bZvN8v2BGIgpDn/XsYiq6SbbBoYANsTLRddEu67f4mRgAAGg2iiwAKe+UjLWjDssquyUUMPnZ2TnVDZ131ZARF5yeaUzVWUeWfphRZTIfun/P4F9FFEzqJcyPC20YODxn1x0BxXrn5OZVmRZumyTFYhEzuOSTzBFfmbxhiSn7y06bU+VjqgAAoIkosgCktMOD27ocllHy9ylnnZ196KGHyhiTlWDIjLKyMi145JGvnB9Ztfnh8qF3+pJoC2SrKjg8e8e9E04+ucvRRx8dCAQCmYnGrKys1JNPPtXvoE3r3HuKh/zMjzwBAEDzpM6Z3QBQjyGhLaf279/PHnbYYUqkl6eunJwcnTJhQnaXDHuxLwFbaHTG+lGdOuVlDh8+PBAI+HM4zszM1OTJp4bCscqzslXV4AUyAABA66DIApDSsgOxQ3r27Jnjd9yuXbsqFq3u4Xfc5sg1VX0PPvhg34/DnTp1UsCYQO/gnny/YwMAgMZRZAFIacYouG8vT2FhoVauXLnXtPHjx6uoqEizZ8/WggULJElFRUVauHBhvXEDgYBkD3y597Zh6/3NKz+2z5iADSiW5O0DAKBj4pwsAO3KzJkza/8uKipSaWmpJk2alMSM/NXetw8AgPaAIgtAu3LVVVdp5MiRGjt2rObNm6dYLKZFixZp6tSpmjFjRrLTS1h73z4AANoDiiwAaWnatGnKyvryQoNr167da/7QoUM1ffp0lZaWas6cOW2dXsLa+/YBANCeUWQBSEvz58/XkCFDah+PHz8+idn4r71vHwAA7RkXvgAAAAAAH1FkAWi38vPzVVxcnOw0Wk173z4AANIVRRaAdmvKlClatmyZxowZo7lz5yY7Hd+19+0DACBdcU4WgLSzYsWK/aYtXrxYkjRu3LjaaQMGDNCSJUvaLC+/tPftAwCgvaMnC0BKs1bWWtsKca0k+R+4WYxtlY2TZGVlZZK8fQAAdEwUWQBSWlXMbN2xc2el33GLi4sVCAaTekJTpQ1u27VrV8zvuBUVFYpFo4EtsbwSv2MDAIDGUWQBSGmfRA968cM1a7Rz507fYlpr9drSpVVlseBTvgVtgTer+762bdu24KZNm3yNu3Tp0pgNZS7dY7OqfQ0MAACahHOyAKS0dyK9Nw6I7P7l3ffc4/Ts2asqv1OnoMyBl49Go+FgMFhvcRGNRsPW2qqNGzeayohd9XxZ/9+3Vt5Nsd3mVq6vyv3+Qw8/fHu3bgdHu3TpHDTmwBvX0LbF58fsZ59ttjt27o68FRtwfaskDQAAGkWRBSDlPVZ+1MP9AjufHbp+y4kZZnuXhpZdveKdiYMLR7x4oHlHFI58Zlssb+XS6kPWxFKgM//5qkFLulWXnDiqatOJmZ/tPtjowCVkQ9smSVYmsjuW9dFD8x8/ufslc75onYwBAEBjKLIApIX1sS571ld1eb6x5ba8eW+PVUdc/mAD8x7zPbkEbbN5Fc9WDV7U2HINbVtd1tqTfUkMAAC0CEUWgHplqyo4PPzZoWFFs1oj/vJ+vboPD398dFvGba11ttW6mhozkXVbmdjnsU6b10a7+XcSnE+6mtLMI0NfDAwoFm5pDNd1CyTtlPSR4zhcfREA0CpMK109GECSDbj+yUEtfe7UnA8u6xKs+El2VqYyMsJWrXAp8Eg0khkKhny/amBDcVtrnW21rqbGTGTd1sa0Z09ppg2E3nuxpPf3Xv3n76b1uPTXf5SkLff//Ac1f7elkKLmkk6rr8+0lZfm5uRWB0OhFv8/GtlYeXl5OBqN7q6urr7ccZyX/MwVAACJniwA+zg148OTemRHr/3mtAuyDz64wdOf/JCRhLittc62WldTY7Z43ZFIRM8vfH2YXb72jlelV1oaxy/nZq+a1rNz7sVfnTotMzc3NzPReNZarVu3Luc///nPf1zXPdxxnM/9yBMAgBrJP+sbQErpm1V14cljRmS1QYGFFBUKhTR50gnhQCxS2CU/LzvZ+XTNtJeeMmFCdm5uri/xjDEaOHCgBg4caCRd4EtQAADqoMgCsJeMoAb26H5QAxdJR0cQCgWVn59XdXCX/E7JzsVGIj27du3qe9wePXrkBIPBI3wPDADo8CiyAOzFSAET2PvQMOCwE3Tk0JM1YtTk2tu6dRs04LATVDh8omKx2F7LrlixSpK0fPn7mjDxqxoxarKGHD1Bo8eeqy1b4lcW/8b0H6lv/1EaMWqyBg8Zp+t/9uvaGLf/6S4dPWKShh9zqo4cerJ+8tNffplfqI9KSkolxYd9/fG2eSocPlFHDj1ZI489TWecdbleeeWN2uX/due9OnzwGB02aLSu/uEv9so1VeZt2vSZTpn0VRUcdKSOPeHM/drknXdW6OQJX9GQoydoyNET9PTT8au4x2IxXfO/N2rI0RN09IhJOuOsy7V5c3zk26JFryin02G17XXCSVNq49119wPq3PWo2nkXTP3WfuuUJBMIWGMa+lWyNmMC+/xPFhYWauXKlXtNGz9+vIqKijR79mwtWLBAklRUVKSFCxfWGzQQCMgYw7B5AIDveHMB0CQPP/BXFRYeud/0kpJSzf/nw/r61y7ab95l067Wzb/+uaZMmSxJ+vDDj5Wbm1M7//prr9bV3/+mdu8u1ohRp2n06GPVq2d33fKHv+mN155S584Fikajev/91fXmdMONv9Hil1/Ts0/dqz59ekmSXnnlDa1a/ZFGjz5On3yyXu6v5urtN59T165ddObZV+if9y7Q16ZdmFLz8vJy9ctZP1Vx8R45v/zdXttYWlqmr1z4Hd03/zadeOIoRSIR7d5dLEn693+e09Kly/Tu2y8oFAppxo9nafavb9Wfbvt/kqQhQwbpzaVP17vvTp00Vg8/+LfGmj0tzZw5s/bvoqIilZaWatKkSUnMCADQ0dCTBSAhs26cIfdXv1dVVdV+8zZu/Ky2+JGkI444VHl5+59XU1CQr+OOHa7Vqz/Sxk2fqaAgv3a5YDCoYcOG7PeckpJS/XbuX3TnX/9vr3WMHn2cpn/zEknSwwue1PnnnaGDD+6qQCCg73z7Mj3w4L9Tbl5BQb7GjTthrwK0xn33P6qxY47TiSeOkhQ/X6pr14Mkxc8tqqyqUkVFpWKxmPaUlKpvnX3RUV111VX6y1/+ovfff1/z5s3T/fffrzFjxmju3LnJTg0A0EHQkwWgSb568ZXKyopf2C0UCtX2kBw7arhGHXO07vjzPbrmh9/e6zm/+NkPNW7CBRp90rE66cRRuvSS83XkkYfvF3vz5s+15JU3deW3L9dJJx2rm39zu/ofeoLGn3yiJow/SVdcPlU5OXtff2HlyjXKysrU4MH7x6uxfsMm9e/Xt/Zxv0P6aMPGz1JuXkNWrlyjcDiss6ZM0+bPPteoY4bpt7+5QV26dNY5UyZr0aJX1LPPCOXkZOvIwYfr9j/OqX3umjUf65jjTlc4FNb3vvu1vXobF7/8mkaMmqz8Tp103U+/p7PPPrXRXFLNtGnTlJX15c+4rV27dq/5Q4cO1fTp01VaWqo5c+bs+3QAAFoNPVkAmuThB/6qd956Xu+89fx+Q9Bm//Ja3fx/f6o9V6rGtT/9ntZ8UKSvTfuqPl2/UaOOP0Mvv/xa7fybfnObRoyarHMv+Kau/cl3deqpJys3N0evLvmPHlvwdx07apju/Pv9OmnsOfX2lNW1a9dujRg1WUcVjtdXvvrtBpdNJ9FYTAtf/K/+/rffatkbz6pTp1z92DtHbdmy9/TBqrXatP4tfb7pHQ0fPkQzfuJKko455mhtWPeGlr3xrP5135/0y9m36IUXXpYkTTl7stZ/8rreeet53fr7X+pbV/5EH3zwYdK2saXmz5+vJUuW1N6OPHL/4awAACQDRRaAhA0efLjOOnOi5v7+r/vN6927p664fKrumneLvjbtq3r4kSdr511/7dW1RVvdXjBjjI47boRm/O//6L8vP6pPP92kFSv2Pi9ryJBBqqio1IcffixJ6ty5QO+89bz+76aZ2rFjl6R4b9Gn6zfWPmf9hk06pG+vlJvXkH6H9NHEU8aoV68eCgQCuuySC/T6G+9Iku6650FNPGWMCgryFQgEdMVlX9FLi+I/a5Wf30kFBfmSpIED++n8c0/XklfelCR163aQsrPjPYMjRxZqzOjj9PobbzeaCwAAaBqKLAC+mHXjDN1+x13as6ekdtrj/35W0WhUklRRUaEPPlirgQMOaTDOqlVra69OKEmrV3+kqqoq9d2nIMnLy9WMH31H377yp7VX1JOk0rKy2r+nfuUsPfb4M/rii+2KxWL625336aILz0m5eQ256MJztPT1t2v36zPPLtJw7xy1gQMO0cIX/6vq6mpJ0lNPv6jCoYMlSZ99tkXWWknSjh079dwLL2vEiKGS4lczrPHppxv12tJlGnb0/ue9tQf5+fkqLi5OdhoAgA6Gc7IANEndc7Ik6c6//Hav+X379ta0y6fqd7//S+20hx5+QtdeP1tZWZmqro5o8qkn6+rvf7PB9ZSVletHMxxt/WKbsrIyFQwG9c97/qju3bvtt+yc2dfr1j/cqclnXKpoNKpuXQ9S5875cm74X0nSoYf21w2/+JFOHBMvZk6bfLKuuHxqys2LRqPqf+jxqqys0u7de9S3/yh9e/plmuX8WP369dF1P/2eThp7rgKBgAYOOER//fNvJEnf/9439P7KNRo28lSFQiH1O6R37bwFjzylO/5yj8LhkCKRqL4+7UKdd+7pkuKXyH/8P88pFApKkn49+zqNHFnYYLukqylTptRe+GLq1KmaMWNGslMCAHQApuabTgDty4DrnxzUkuf9T5f3H7/0wklHDujPVeo6utv+/PCeOx98+pldJ109U5K23P/zH/S49Nd/bOs8vp33zjtXXvmd7Johjn5588039corr/zxF7/4xQ99DQwA6PAYLghgL1ayfPkCSZK1SpV/hdb4n7TWyloba3xJAACahyILwF6iVlt37y5pfEG0a9Za7dlTmrF7T2lZ40u3LhMM7mqN86p27dpVGY1GNza+JAAAzUORBWAvn5cHHv/vK8vLKysbvmQ62rdl76y2MZnPt+zYvSfZuZREAk+++tprlbGYf51Ou3bt0qpVq2KSHvctKAAAHi58AWAvz1YOeqpr8arRv7vl3nP69+8dycrKCBhjfF9PNBINB0PB6raM25x1Jppfa2xfU2Mmsu5YNGY/37I9tmt3SfV7FQd9V9JZLYnjp+fL+v8xe8O6EX/+81+G9u3b14bCoQb/IaPRaDgYrH/7jWRLSkoimzdvzrTWznAcJ/1+IAwAkPIosgDsJaKgvad46C+ODn122+Y120cFFctpjfWsXvHOxMGFI15sy7jNWWei+bXG9jU1ZiLrtjLRUhve+ErVkDfLlRFtSQy/bbN5FfOKCy8/Ibz+8I1rNhUGZDMaWr6h7T8oUL5F0g5JLzqOs7M18gUAgCILQL3ei/T67L1IrydaK/6WN+/tseqIyx9sy7jNWWei+bXG9jU1Zmvt22RbWt1vraS1jS3X0Pavu+nsNb4nBgDAPiiyAAC+6GZKsgaHtg0IKBZOJE6pzdz1TqTXhhinDQMA0hRFFgAgISFFzaWdVjsZtnJqbm5uVTAYavn11q1VefmO8DGx7bs/qsj535eqDn/Lx1QBAGgTFFkA2tzOxXcNiezZdnXJu889mDfstC1+xd294MYbA1V7zq/Y8P68rEOGltadt/2RX30tsmfb1dXbN/4l3LVvq146cfvDs76r8t3TJfn2w71bH5n9lciebVfvefupBZ1GnrW5vmVKVizsvvuVB4qCOQX/9GOd2x751eWRPduujlWU3B7Iyjvgpf0uyFn1nd5d88//ygVfy8jJyWnwfKmmsNbq448/znriiSf//ml0+4SPo113JRoTAIC2xFgMAG0uWrqrqyRFir8o8DNuwEYPraqszI0Ub93/Yh2Rin7xde9IuAhojK0qGxKJVPt6wRBbWdZbanifRYq/6CRJ1sayfFlpdUVfSYpFKht8r+gcjl18yoQJ2Tk5/myyMUaHHXaYDjnkEFsY2jLRl6AAALQhiiwAHYIxpuVD2Jq9MrXdulpXk7YjFol079atm+8r79WrZ06mifTzPTAAAK2MIgsAkBArawKBvd9OCgsLtXLlyr2mjR8/XkVFRZo9e7YWLFggSSoqKtLChQvrjRsIBBQwJtg6WQMA0Ho4JwtAh2JjMf9/WRnNMnPmzNq/i4qKVFpaqkmTJiUxIwAA/EWRBQBoU1dddZVGjhypsWPHat68eYrFYlq0aJGmTp2qGTNmJDs9AAASRpEFAGgV06ZNU1bWl9fgWLt2798RHjp0qKZPn67S0lLNmTOnrdMDAKDVUGQBSB5rW2fonm3PQwJbaZ81JBpt0Trnz5+vIUOG1D4eP368bykBAJDKuPAFgORprSv+mUB7ubpfPRrfZyaU8YWvqwwG2/H+BADAfxRZANDOZBw8cHGyc2iq/Px8FRcXJzsNAAB8RZEFAEiaKVOmaNmyZRozZozmzp2b7HQAAPAF52QBAHy3YsWK/aYtXhzvYBs3blzttAEDBmjJkiVtlhcAAG2BniwAHYoJtOfztZLDSLLW/91qrZWVYr4HBgCglVFkAQASEgiGdu/evdv3uNt37KioipmtvgcGAKCVUWQBaHMmlFEhSSYju9LPuNGYLZGkYFanqn3nWZlySQpkdYr4uc56meAu32MGghWSFGhgnwUyciolyYQzK/xYpTWBckkygVCD3VRlseDTr722tMrP3qwdO3boo7VrzcfRg17yLSgAAG2Ec7IAtLmup33vjfJPlh2XPfAYXy8rlzvpezMyi7dm1Re389k/ubVqy0d3ZnQf6EsB0pDOU37yy+jurTf7GfPg866bV7FhxYKcI07ceaBl8o89d2NG9wGjsvoNK/FjnQdN+cmfqrZ+clcwpyDa0HILy/rNzVr36bA7/vznQX379rWhUKjB39WKRqPhYDBYXe9MKxXvKY5+/vnnGdujWe67kd6bE9gEAACSgiILQFL4XWBJUrhr36pw17779WJJUjCnINoa66xPKK9rJJTX1dces0BWXqyhAquGXwWW5O2zASP2NLbc57FOZf8oHnLRCeENgzeu3nRUQDajoeVXr3hn4uDCES8eaH6VDe58PzLgtfWxLo2uGwCAVESRBQBIWEwBvVrdf7Wk1Y0tu+XNe3usOuLyB9sgLQAAkoJzsgAAAADARxRZAAAAAOAjhgsCqLVn2RN9Klc8vSBgFE52LskWsjZjx/zvfyPZeSRbOK/zQ50umHPTF/dc83QwECyV9MeWxoqUbA9tue9n72fk5C31McVasYqSwGf3zPggK7fTMiWQJwAAiaLIAlArsmdbQbeDsjIevPOM3GTnkiIavIBDe/fC4g265e+rDpWkqoryQzMyM7cnEi9WVhySpGDAdPEjv/3iV5YFvfgHtUZ8AACaiiILwF5CoUCsW7ecZKeBFNCp0741pvHrh7D8+0Gt+sVaOT4AAA3inCwAAAAA8BFFFgAAAAD4iCILAAAAAHxEkQUAAAAAPjLWNnz+sTFmUdukAsBP4e4Ds5v9JGtz+vbMPOqFR74SbIWUkGaefO4T3XjT0l2llVpjqyuPD2dkVEeseTuBkAFbXXlsZlZWWVXUrvAt0S8ZW115XE5OTkV5dfTd+hao3vpJeSusFwDQzllrJzRneXqyAABN5ctVAY0xrXz1PxNt3fgAADSs0Uu4N7dqA5AaBlz/5KDmPmfn4ruGBMrfv0dSp1ZICWkonJW9vPdlv7ly01+vXB0Ihj/uPe3301oaq2rrJ1lfPPb/loeyO73Y9auzf+pnnpIU2b01vOWBmSvC2blLu1wx+7v1LbPuprPX+L1eAAD2RU8WAAAAAPiIIgsAAAAAfESRBQAAAAA+osgCAAAAAB81euELAB1HICO7YsOa3bmjJt5fkexckHyR6mgwlNOptHZCMLQlkXgmnBWVpGjMliWY2gHiZ8YkqToS5TLtAICkavR3sgCkp5ZcXVCSyj58rYutruR3siBJyug1aHe4S6/qys2rc4K5XapDBd2rE4lXvu6dTuEuvSsSjdNQ/FBBj4pwl171xufqggCAtkBPFoC95Bxx4s5k54DUk9l7sC+9T9kDRuzxI06y4gMA0BSckwUAAAAAfrLWJvU2a9asK5OdAzfaIhVvtEfq3GiL1LnRFqlzoy1S50ZbpM6NtkitWzLbIxV6sq5MdgKoRVukFtojddAWqYO2SB20ReqgLVIHbZFaktYeqVBkAQAAAEC7QZEFAAAAAD5KhSLrr8lOALVoi9RCe6QO2iJ10Bapg7ZIHbRF6qAtUkvS2oPfyQIAAAAAH6VCTxYAAAAAtBuN/hix67pZkl6WlOkt/7DjOM4+ywyX9GdJeZLWSbrccZxib94wSX+RlC8pJuk4x3EqXNcdJekuSdmSnpJ0jeM4dp+4mZLukTRK0nZJFzuOs86b9zNJ35IUlfRDx3Ge9aafIelWSUFJdzqOc1Oz9kgKS6QtXNfNULwdjlW8Ha5xHGeR9xzaooVc1w1KelPSJsdxpuwz7yBJD0gaoHhbXOQ4zk7XdS+XdJ0kI2mPpO86jrPce06j+6yBuMZ77lmSyiR9w3GcZd5zvi5pphdituM4d/u0C1JGC9tigqTHJX3iLfqI4zi/9J5DW7RQC9uiQNI/JfVT/Pj2W8dx/uE9p9F95rruQEn/ktRV0luSpjmOU9WSY1d70khbXChplqSjJB3vOM6b3vSukh6WdJykuxzHubrOc3i/SEBL2qPO/H6SVkqa5TjOb71pHKdaqIWvjcsl/bTOosMkHeM4zju8Nlqukbb4P0nnSKqS9JGkbzqOs8ub1+J91havi6b0ZFVKmug4znBJIySd4bruifssc6ek6x3HOVrSo/L+AV3XDSn+pnmV4zhDJU2QVO095w5J35F0hHc7o551f0vSTsdxDpf0e0k3e3GHSLpE0lDveX9yXTfoNdLtks6UNETSpd6y7UWL20LxfS1v+mRJv3Ndt6b9aYuWu0bSBweYd72khY7jHCFpofdYin+gH++1xa/kjRduxj47UNwz9WUbXql4u9YcSBxJJ0g6XpLjum6Xlm5wCmtJW0hSkeM4I7xbTYFFWySmJW3xfUkrvePbBMWPURnN2Gc3S/q9d4zaqfgxS2rmsavlm5yyGmqLFZK+oviXd3VVSLpB0k/qeQ7vF4lpSXvUmCvp6ZoHHKcS1uy2cBzn3pr3C0nTJH3iOM473mxeGy3XUFs8L6nQcZxhktZI+pnkyz5r9ddFo0WW4zjWcZwS72HYu+17ItcgffmP+Lykqd7fp0l6t+ZbesdxtjuOE3Vdt5ekfMdxXvOq/HsknV/P6s+TVFMlPixpkldhnifpX47jVDqO84mktd4GHy9preM4HzuOU6X4t5rnNbaN6SLBthgi6UUvzlZJuyQdS1u0nOu6fSWdrXhhW5+6++xuefvVcZxXHMfZ6U1/TVJf7++m7rN643rT7/H+T16T1Nlr39MlPe84zg5vvc+r/oN/2mppWzSAtmihBNrCSurkHVfyJO2QFFET9pn3nImKH5v2jdvcY1e70VhbOI7zgeM4q+uZXuo4zn8VL7bqxuP9IgEtbQ/vuecr/gXd+3Umc5xqoUTaoo5LFd/nvDYS0IS2eM5xnIj3sO5npkT3Wau/Lpp0TpZXGb4jaau3gqX7LPJ+nQ24UNIh3t+DJFnXdZ91XXeZ67rXetP7SNpY5/kbvWn76iNpgyR5O3i34kNBaqfv8/wDTW83EmiL5ZLOdV035A2rGeXNoy1a7hZJ1yo+/LI+PRzH+cz7+3NJPepZ5lv68pvJpu6zA8WlLVrWFie5rrvcdd2nXdcd6k2jLVruFrWsLW5TfGjOZknvKT7UJqam7bOuknbVeSOuu0xzj13tyS1quC2ai/eLxNyiFrSH67p5ig8xd/eZxXGq5W5R4q+NiyXd7/3Na6PlblHT22K6Gv/MlDKviyYVWY7jRL2u0b6Sjnddt3CfRaZL+p7rum9J6qT4uEkpPq5+rKTLvfsLXNed1JR1on4JtMU8xf8h3lT8H/oVxcewogVc150iaavjOG81ZXnvm619x2afoniRdV1L86gvbkeTYFssk9TfG6L2R0mPtTQP2iLhtjhd0juSeis+HPo213XzWyHNDqG5bYHWlWB7zFJ8KGxJYws2huOUP68N13VPkFTmOM4K/zLreJrTFq7r/kLx0Q33+p1Ha70umnV1QSd+otlL2qd7zHGcVY7jnOY4zijFq/qPvFkbJb3sOM42x3HKFD8R8BhJm/Rld5+8vzfVs8pN8npivPO7ChQ/UbB2+j7PP9D0dqe5beE4TsRxnP914mOJz5PUWfGxrbRFy4xRvGdwneJd0RNd1/3nPsts8bqYa4YSbK2Z4cYvCHOnpPMcx9nuTW7qPjtQXNqimW3hOE5xzQcXx3GekhR2XbebaIuWSuR18U3FLzxiHcdZq/jQqCPVtH22XfEhHaF6lmnusau9aEpbNBfvFy2XSHucIOk33nN/JOnnruteLY5TLeXHa+MSfdmLJfHaaKkmtYXrut+QNEXxi7nVFEOJ7rNWf1005eqCB0uqdhxnl+u62YpfNOFm13X/n6TXHcd51HXd7o7jbHXjF1KYqfjV7STpWUnXuq6bo3iPynjFv435zHXdYjd+0Yalkr6m+LfI8g4cchznNkn/lvR1Sa9K+qqkFx3Hsa7r/lvSfa7rzlX8W88jJL2u+NXajvCGw21S/EVwWWPbmC4SaQuvDYzjOKWu606WFHEcZ6U3j7ZoJsdxfqYvT76cIOknjuNcUbct9OU+u8m7f9xbvp+kRxS/+tmaOmHf0AH2WVPietOvdl33X4q/Ke/2XmvPSvp1nRM0T6vJvT1IsC16Stri/S8fr/gXT9sVP2eRtmimRNpC0npJkyQVua7bQ9JgSR8rPs6+3n3muu49km5zHOd113VfUvzY9C/t3xbNOXa1C01si+bG5L27hRJpD8dxxtX87bruLEkljuPc5n1I5zjVTIm+NrzPVxdJqm0XXhst05S2cONXCrxW8QuGldV5erP3WVu/LprSk9VL0kuu676r+IfA5x3HeULS0YqPYZTiV+5YI2mV4uPp/+HtvJ2KXw3nDcWHgSxzHOdJ7znfU/yb/LWK97bUjLE8UvEPOZL0d0ldXdddK2mGvCt/OI7zvqQHFb+U6TOSvu8No4tIulrx4u4DSQ96y7YXLW4LSd0lLXNd9wPFh6dNqxOXtvBP3ba4SdJk13U/lHSq91iSblR8DPafXNd9x3XdN6Xa8dkH2mdNifuUvvxQ+jfF21WO4+xQ/CqGb3i3X3rT2rum7LOvSlrhuu5ySX+QdInXk0Jb+Ksp++xXkka7rvue4ld6us4bBdHQPhum+HFOih/XZnjHqK6KH7OkZh67fN/y1FPbFq7rXuC67kZJJ0l60vsQIW/eOsXfv7/huu5G98urc/F+4a8mtUd9OE75rqltcbKkDY7jfLzP83lt+Kfu/+9tip/+8rz3menPUov3Wdu+Lqy1LbrNmjXr2ZY+t5G4T8yaNSujNWK31xttkTq3VmyLVonbnm+0RercWmOfzZo1K3/WrFkPJXvb0u3G+0Vq3ThOpc6N10bq3NrL68JY26HPfwQAAAAAXzXrwhcAAAAAgIZRZAEAAACAjyiyAAAAAMBHFFkAAAAA4COKLAAAAADwEUUWAAAAAPiIIstHxphZxhhrjHmsldfzDW89i7zHE7zH61pzvQAAAAAa16QiyxhzqDHmEWPMVmNMhTFmozHmGWPMYa2dYHvnFUfWGDOgGU9bKelWSQ+3TlYAAAAAWirUxOUelTRM0ouS1kjqK+lkSb0kfdQ6qeFArLWvS3o92XkAAAAA2F+jPVnGmIMUL7B2STrVWvtda+05krpLWlZnubHGmEXGmJ3GmM3GmHnGmK515n/VGLPWGFNsjJlrjFns9eD8yJt/l/d4lvd4QE0vT50Y/Ywx/zLGbDLG7DLGPGeMKawzf533nOuNMW8bY0qNMU8ZY7rUWeZE73lfGGNKjDGvGWNyvHmFxpgnvR67L4wxC4wx/RrYN0O855cZY/4jqWs9yxxwv9TdNkmfeLlPMMZM9vLfbYypNsZ8aoxx68Tca7ggAAAAgNTRlJ6sPZJKJHWW9LYx5kVJL0t63lpbKsWLE0kLJVVJekJSF0nflDTAGDNJ0hGS/iUpKOlxScdLOqk5iXqF0IuSDpX0rKQvJF0i6UVjzBBr7bY6i98o6SFJ/SSdKWmGpBu8PBdJypRUJOlDSeMlZRhj8r3tyvO2ISrpq5KGGGNGWGsr98knJOnfkg6T9Kakcknf3WeZxvbLrZKu8Rb/h6RiSRsljZW0TfHeqrCk8yXdaIz5wFr7r+bsNwAAAABtq9GeLGtttaRvSdotabik/1V8+OBHxpjjvMW+KylD0vuStkhaJalS0imSBku6WPEC60Vr7fmSJiheJDXH2YoXNJslrZa0Q9J6SQcrXgzV5Vhrvy7pNu/xSO/+KsULrH9ba0+21n7Ly69Y0jTFi6C1XtxNXo5HetuxrxO9fPZIGm+tvUjxArKuBveLtfZHdZb9pbX2R9batZLukfR7SRsU3+81QzInHnj3AAAAAEgFTTony1r7oDHm34r3+oyT9B1JPSTdIOlcSQO8RU/wbnUdLqm39/dqL17EGPOJF+NAgvs8rllHH33Z+1N3HXW97d3v8u7zvPuB3v1rNQtaa6NSfHiiN+ko79ZQ/Jo8JGmjtbbM+3vNAXI+0H5ZVU9cSbpD0pX1TD/4AMsDAAAASBFNOScrbIwZa62tsNY+a62dKen/ebM7effrvPvfW2tNzU3SYdbaJxTvFZLivUY1Q+1qCp4apd59vndfuM/8mnW8JSlQZx1dJM3ZZ9mId2/3mf6Jd19b8BhjAsYYUyf+o/tsQy9Jf9f+arapb805XZIGHSDnA+0XSYp593Xb4mLvfprixeYdNenWkwcAAACAFNKUnqxMSUXGmA8U7yEqk3SBN+957/6vivdu/dAYM1Dx84mOkjRa8eLhAUmzJE30fkOqm/bvlanpffq6MSYi6fJ95j+leJE0StISY8y7ip9zNUHSWYqfa9WYP0v6tqTzvItGfKj4+U8nSbpX0s8lXWCMeVbxAukwxXvvjtCXBVON1yR9rPg5You9nrkL9lmmsf0ixYcE9pd0mzFmjaRfKD60sEDSDxU/p2zfuAAAAABSVFN+J6tC8fODKhUvZqYpPgzvV5J+I0nW2uWSTlX8whEnK35Bik7yerystR9KulTxomSipDckLdlnPfMl3af4hR6meOus5V1kY6Kk+xUvrr6ueM/YP+UNQ2yMtXaF4kXZC4r3lF2m+DlPVdbazYoXVE9IGiHpCsWHBN6ueHG0b6yIpPMUvzhFoeJF0V/2WabB/eK5TvGLXZyh+DDIbMULwVWSjvaW3ysuAAAAgNRlrN13RF0brTjekzRe0v9aa29JShIAAAAA4LOm9GQBAAAAAJqIIgsAAAAAfJS04YIAAAAA0B7RkwUAAAAAPqLIAgAAAAAfUWQBAAAAgI8osgAAAADARxRZAAAAAOAjiiwAAAAA8BFFFgAAAAD4iCILAAAAAHxEkQUAAAAAPqLIAgAAAAAfUWQBAAAAgI8osgAAAADARxRZAAAAAOAjiiwAAAAA8BFFFgAAAAD4iCILAAAAAHxEkQUAAAAAPqLIAgAAAAAfUWQBAAAAgI8osgAAAADARxRZAAAAAOAjiiwAAAAA8BFFFgAAAAD4iCILAAAAAHxEkQUAAAAAPqLIAgAAAAAfUWQBAAAAgI8osgAAAADARxRZAAAAAOAjiiwAAAAA8BFFFgAAAAD4iCILAAAAAHxEkQUAAAAAPqLIAgAAAAAfUWQBAAAAgI8osgAAAADARxRZAAAAAOAjiiwAAAAA8BFFFgAAAAD4iCILAAAAAHxEkQUAAAAAPqLIAgAAAAAfUWQBAAAAgI8osgAAAADARxRZAAAAAOAjiiwAAAAA8BFFFgAAAAD4iCILAAAAAHxEkQUAAAAAPqLIAgAAAAAfUWQBAAAAgI8osgAAAADARxRZAAAAAOAjiiwAAAAA8BFFFgAAAAD4iCILAAAAAHxEkQUAAAAAPqLIAgAAAAAfUWQBAAAAgI8osgAAAADARxRZAAAAAOAjiiwAAAAA8BFFFgAAAAD4iCILAAAAAHxEkQUAAAAAPqLIAgAAAAAfUWQBAAAAgI8osgAAAADARxRZAAAAAOAjiiwAAAAA8BFFFgAAAAD4iCILAAAAAHxEkQUAAAAAPqLIAgAAAAAfUWQBAAAAgI8osgAAAADARxRZAAAAAOAjiiwAAAAA8BFFFgAAAAD4iCILAAAAAHxEkQUAAAAAPqLIAgAAAAAfUWQBAAAAgI8osgAAAADARxRZAAAAAOAjiiwAAAAA8BFFFgAAAAD4iCILAAAAAHxEkQUAAAAAPqLIAgAAAAAfUWQBAAAAgI8osgAAAADARxRZAAAAAOAjiiwAAAAA8BFFFgAAAAD4iCILAAAAAHxEkQUAAAAAPqLIAgAAAAAfUWQBAAAAgI8osgAAAADARxRZAAAAAOAjiiwAAAAA8BFFFgAAAAD4iCILAAAAAHxEkQUAAAAAPqLIAgAAAAAfUWQBAAAAgI8osgAAAADARxRZAAAAAOAjiiwAAAAA8BFFFgAAAAD4iCILAAAAAHxEkQUAAAAAPqLIAgAAAAAfUWQBAAAAgI8osgAAAADARxRZAAAAAOAjiiwAAAAA8BFFFgAAAAD4iCILAAAAAHxEkQUAAAAAPgolOwEAHZfruv0yMjJujUajp0Wj0ZxEYhljYhkZGWuqqqp+deONN97nV44AkIpc1+0SDodvsdaeH4lE8hMMZzMyMtZHo9FbotHorY7jWF+SBDowYy2vIwBtz3XdnFAotPaYY47pPmLEiGBubq6MMS2OF4lEtHHjRj399NNl5eXl33Ac5yEf0wWAlOG6rsnIyFg+aNCgwccff3xGQUFBQsfPaDSqzz//XM8++2xpSUnJr37xi1/c7GO6QIfEcEEAyXLWwQcfnDt27NhgXl5eQh8QJCkUCmnAgAGaPHlyTmZm5s98yhEAUtGojIyMgZMnT87o3LlzwsfPYDCoPn366Jxzzsk1xvzYdd3EAgKgyAKQNMP69++f6BCX/fTp00eRSORIv+MCQAoZ3qdPH5NocbWvbt26KRqNdpbUydfAQAdEkQUgKQKBQEYwGNxrWmFhoVauXLnXtPHjx6uoqEizZ8/WggULJElFRUVauHBhvXGDwaCstRzbALRnoVAotF+Flegx1BijQCAQE+fsAwnjRQQgLcycObP276KiIpWWlmrSpElJzAgA0gfHUKBtUWQBSAtXXXWVRo4cqbFjx2revHmKxWJatGiRpk6dqhkzZiQ7PQBIaRxDgbZFkQUgpUybNk1ZWVm1j9euXbvX/KFDh2r69OkqLS3VnDlz2jo9AEhpHEOB1ECRBSClzJ8/X0OGDKl9PH78+CRmAwDphWMokBo4ORwAAAAAfESRBSDt5Ofnq7i4ONlpAEBa4hgKtD6KLABpZ8qUKVq2bJnGjBmjuXPnJjsdAEgrHEOB1sc5WQBSxooVK/abtnjxYknSuHHjaqcNGDBAS5YsabO8ACAdcAwFUgc9WQCSwlqbVnEBIJVwrANSG0UWgKSw1u4qLS2t9jtueXm5gsFgmd9xASCFFJeWlkb9DlpdXa1oNBqUVOp3bKCjocgCkCzPrV69urqystLXoCtWrIgZY571NSgApJaFGzduzNizZ4+vQVetWqWMjIy3Hcfx98AMdECckwUgWd6ORCL33nXXXZcVFhZmd+rUKaEvfSKRiD799NOSDRs2lEUikZ/5lSQApBrHcbbOmTPHveeee2YeffTRGQUFBSFjTIvjxWIxbdy4sezjjz+ORCKR//ExVaDDMozpBZAsrusaSeOCweA5wWCwp2ngU8L69euH9evX790DzY/FYhXV1dWvSHrEcZxdrZAuAKQU13WPCQQCF4RCof7GmAN+UdWE42dVdXX1MkkPOY6zpVWSBToYiiwAacEYM8taOyvZeQBAuuH4CbQ9zskCAAAAAB9xThZSkuu6JhgMXhsMBq+uqqrqI6nlg80lhUKhXcaYBdXV1f/rOI6/Zwq3A67rZobD4ZslXVFdXd01wXA2HA5vtdb+PRKJOI7jRPzIEanLdd2pmZmZblVV1ZHW2mAisYLBYHkoFHqxsrLyh47jfOxXjunOdd3+mZmZt0YikdOi0Wh2IrGMMbGMjIzVVVVV7o033viAD7lNyMzMvLmqquoYa21CnysCgUBVOBx+pbKy8seO4yxLNLd047ru4V47n+JDO0czMjI+qKysvMGv/AA0HUUWUlI4HJ5dUFBwzeTJk3O7d++uYLDln9ustdq1a1fnV1999YqPP/54qKST/Mu0fcjIyHiwd+/ek08++eTsgw46SIFAyzu5Y7GY2bZtW48XX3zxR9u2besh6dv+ZYpU47rulKysrHvOOOOMnEMOOUThcLjFsay1Kisry37vvffOfP31119zXfdwx3GKfUw3LbmumxcKhZaOHDny4GHDhgVyc3OVyEUOIpFIYMOGDUc988wz81zXrXIc59EEcjsmHA4/OXHixJzDDjtMGRkZLc7LWquKioqMNWvWTFi8ePFi13WHOY7zSYsDphnXdTuHQqHXjj322C6FhYWBnJychNq5uro6uH79+sJnnnnm3hNPPLHFbQygZRguiJTjum7QWnv1ueeem9urV6+ECixJMsaoS5cuOvPMMzONMcNc1z3Sp1TbBdd1e8RisdPPOeec7G7duiVUYElSIBBQ9+7ddd555+VEo9ErXNfN9SlVpKDMzMzrJk6cmHPooYcmVGBJ8ddqbm6uTjzxxEDv3r2zJJ3nT5Zpb0qPHj1yRo8eHcjLy0vog7ckhUIhDRw4UJMmTcrJzMy8PpFY4XD4ByeccELWUUcdlVCBJcXbPzs7W8OHD9fQoUPDgUDg6wkFTD8X9O3bN/OEE05IuJCWpHA4rMMOO0ynnHJKztixY8f4lCOAJqLIQirqEQgEwp07d/Y1qDFGvXr1ikga7mvg9Df0oIMOqkj0A/K+srOzlZubWynpcF8DI6VEo9HC3r17+x63f//+nYLB4CjfA6chY8zw/v37d/I7bp8+fRSNRockEiMYDB7Xu3dv3z9L9O3bNzMjI+NEv+OmslAodGy/fv3y/I7bp08f5eXl9fA7LoCGUWQhFYUCgUBs34mFhYVauXLlXtPGjx+voqIizZ49WwsWLJAkFRUVaeHChfUHDoWMGCa7r1B9vYV+7O9gMGgl+Vu9IdUE9/3/8el/R4FAIKt1Uk4vgUAgs7X2caLn0EkKt1ZukjITzC2ttGY7i897QJvjwybahZkzZ9b+XVRUpNLSUk2aNCmJGbVv7G+0FP87rS+V93Eq55Zu2JdAaqPIQrtw1VVXaeTIkRo7dqzmzZunWCymRYsWaerUqZoxY0ay02t32N9oKf53Wl8q7+NUzi3dsC+B1EaRhbQybdo0ZWV9OYJo7dq1e80fOnSopk+frtLSUs2ZM6et02t32N9oKf53Wl8q7+NUzi3dsC+B9ESRhbQyf/58DRny5Xna48ePT2I27R/7Gy3F/07rS+V9nMq5pRv2JZCeOBESAAAAAHxEkYV2Jz8/X8XFHf73S9sM+xstxf9O60vlfZzKuaUb9iWQeiiy0O5MmTJFy5Yt05gxYzR37txkp9Pusb/RUvzvtL5U3sepnFu6YV8CqYdzspA2VqxYsd+0xYsXS5LGjRtXO23AgAFasmRJm+XVXrG/0VL877S+VN7HqZxbumFfAumLniwArcZam+wUkN74B/K0xmsplV+fXm6pm2AraK32SOV2Btoziiykoj3V1dUZsVjM98ClpaUxSbt9D5zedpeVlRm/g1prVVFREZK0y+/YSB2BQKC0rKzM97ilpaXRSCTyhe+B01A0Gt1RVlYW8TtueXm5AoFAaYJhdpeXl/uST13l5eWy1m7zPXAKi0aj28rKynx/4ysvL1csFqv0Oy6AhlFkIeU4jrMzFAp99OGHH/oad9euXdq6dWuWpJd9DZz+lpWUlAS2bt3qa9ANGzYoGo2WSvrI18BIKdbaJ99//31fC4Cqqip98MEHFdbaZ/2Mm8aeW7VqVWVlpb+fk99///2opKcTiVFZWfnwe++9V+Fnb0ksFtN7771XWllZ+bhvQdNALBZ7euXKleXV1dW+xl2xYkVk48aNa3wNCqBRnJOFlFRZWTn92Weffe6jjz4K9u7dOzsQaPn3AdZa7dy5s3rFihURST91HIdLMNXhOE6167rffuCBB/4xZMiQYLdu3TKMaXnHViwW09atWytWrVoVi0QiX3cch7Eq7Vh1dbXz3nvvnbVt27ZOhx56aF4olNjbSmlpaWzFihVllZWV/5b0ij9Zpr03qqurH7z77rsvKiwszM7Ly0voC9JIJKJ169aVbNy4sTQSicxMJJa19s/r16+fdv/99w8YNGhQXkZGRiLhVFFRYVeuXFlaUlLylqSHEwqWfl6uqKj4z9133z1l6NChObm5uQm388cff1zy2Wef7XriiScW+5UkgKYxjNVFqnJdt48x5sJwODzMGNPgO/f69euH9evX79365llrY5FI5JNYLLbAcZx6l4Hkuu5gb38fYYwJHmi5hva1JFlrI9XV1SuttQ85jvOJX/kZY2ZZa2f5FQ/+cV03X9IF4XB4TCAQyGlo2UZeqzYajW6NRqNPSFpEgf4l13WNpJODweA5wWCwh2ngm5DGXqOxWKy8urr6FUmPOI6T8PBp13WzJE0JhUKTAoFAXktzs9baWCy2MxKJPCvpOcdx/O3SSQOu6wYkTQgGg2cHg8HuCbZzWXV19X8lPTpr1qwfc/wE2hZFFtoFPoC3nWTta9q4faAdW18q7+NUzi3dNGdfst+Btsc5WQAAAADgI87JAgAAQLvmuu4FmZmZv6yqqjrKWnvAIfFNEQwGy4PB4EtVVVXXOI6z1q8cOxrXdXtmZGTcGo1Gz45Go7kJhotlZmZ+VF1dfdMNN9wwz5cEE8RwQaS1/Pz8W0Kh0DGVlZU9y8rKhllrK5KdU3uVl5f3g4yMjAuj0Wj/YDD4aXl5+d/Ky8vnt/Z6MzMzL87Nzf1+NBrtH4vFlu7Zs+ei1l4n/JeXl3dNRkbG1Orq6kNKSkrOsdbu/yurSEh+fv4NoVBosvda+aCkpORia21K/GSFMWZUQUHB7yKRSL/S0tJTrbUfJzundBUMBs8oKCj4eTQa7W+t/VdxcfF1jT2now8XdF33zMzMzIfPPPPMnEMOOUThcLjFsay1Kisr04oVK2JLly7dGYlEDnccZ5d/2XYMruuGw+Hwh0cffXSfUaNGhfLy8pTIRbcikYg2b96sp59+uqy8vPzqG2644R8+ptsiDBdEWrPWXvKjH/1oXCwWO1RSQbLzac/C4fD5F1100bibb76539lnnz0uHA6f0UbrnXzaaaeNu/nmm/uVlJRc2BbrhP8yMjIuuPjii8f179+/r6Shyc6nPQoGgxdOnz593M0339wvGAyeLKlnsnOqY9jhhx9+wsEHH9xX0hHJTiadxWKxk8aMGTPuBz/4QT9jzMXJzicdZGZmXj9x4sScQw89NKECS5KMMcrNzdUJJ5wQ6Nu3b6ak831JsuOZmJ+ff9CECRNCnTp1SqjAkqRQKKR+/frpzDPPzAmHw9f7lGNCKLKQ9k466SQFg0G6ZNvA0UcfrYkTJ+rII49s0/UOGjRIEydObNN1wn9HH320unXrFk12Hu3ZMccco4kTJyozM9P3Hy9OVM+ePaMFBQW0vw8GDhyo448/PtlppI1YLFbYu3dv3+P269cvLxQKHet74I5heL9+/bL8Dtq7d29VVVUd7nfclqDIAgAAQLtlrQ0Gg3ufhlVYWKiVK1fuNW38+PEqKirS7NmztWDBAklSUVGRFi5cWG/cYDAoY0xm62Td7oVCodBejeJXm1hrU6K+4cIXaE8S62sG0BaMeK0CfuG11ApmzvzyN7qLiopUWlqqSZMmJTEjpGObUGShXUh0LC+AtsFrFfAHr6XWc9VVV2nkyJEaO3as5s2bp1gspkWLFmnq1KmaMWNGstPrkNKxTSiyAAAA0OFMmzZNWVlfnha0du3eV2MfOnSopk+frtLSUs2ZM6et0+uQ2lObUGQBaBGTpK9RjTHG8tsTQFOkXFeHd9xIubzQMc2fP19DhgypfTx+/PgkZgOpfbVJSpwYBvggluwEOppkFToUWGmP12rbScXXSkypmRcA+IoiC+0FlwUG0kAgEKhOdg5IHmNMVbJzAJojPz9fxcXFyU4DdaRLm1BkAQAAAPWYMmWKli1bpjFjxmju3LnJTgdKnzbhnCwAQJthtCfgD15LiVmxYsV+0xYvXixJGjduXO20AQMGaMmSJW2WV0fW3tqEniy0C96bDe84QHrgtQr4g9dSE7VGUcpnj4S1631HkQUAAIB2KxAIlJaXl/set6ysLBaNRrf5HrhjKC4pKfH9HM2ysjIFg0H/G7sFGC6ItBaLxSI//elP95SXl+eIq5a1qlgsFrnlllvK5s+fX71ly5aMWCwWaYv1Wmujd999d8Vzzz1XKSm/LdYJ/0Wj0epbbrmlbOvWrWHxWm0V0Wg0Mnv27NL8/PzIjh07Uu2YaF955ZVgVVVVSKmVVzqyCxYsqHzppZeq2+o4nO6stf95//33v9W9e3ffPvdWV1frgw8+KI/FYs/4FbODee6jjz76TXl5ubKzs30LunLlylgoFHrJt4AJMIzpRTozxhwjqY+kckkLubx36zHGHC7pqDqTlltr17fBevtKGuk93GWtLWrtdcJ/xpgjJB2p+PCQl6y1pUlOqd0xxgyRdJj3sErS89balChojDH5ksYrXmAttNZWJDmltGWM6SHpeO/hemvt8iY8Z5a1dlarJpbCXNftHQ6HX+/Vq1fBoYcemhcKJVZrlZaWxt5///3y8vLy/1RXV1/mOA6fPVpgzpw5v8vIyPifwsLCrE6dOgUT+fnNaDSq9evXl3766aeVkUjkJMdx1viYaotQZAEAALRjHb3IkiTXdfMlnR8Oh8cGAoGchpZdv379sH79+r1b3zxrrY1Go1uj0eiTkhY5jpMSX2SkI9d1jaQTg8HgeaFQqI8a+KHyhtpEkqy1lVVVVUslLXAcZ3srpNtsFFkAAADtGEVW87C/Uk86tgkXvgAAAAAAH1FkAQAAAICPGC7oMcb07pyfeXcoZDKTnQsAAMCBRKO2eufuyiuttR81tJwxpkenTp3mG2MGx2Kxx/fs2fPDtsox3RhjTF5e3kPhcLh7NBrtH41Gf1dSUvKHZOfV0eXm5v5PZmbm5dFotL+1dtWePXsutdbuSHZeTcEl3L80ID8/Y/RtN09o8GRIAACAZLrOXVK2c3flIEkNFlmSDsnOzh7zgx/8IOemm266VBJF1oEFS0pKpt5xxx1avny5HnjggQskUWQlWUZGxrkXXHDBuOOOO04///nPD5bUWxJFVrrJ75RRfc4ZhyY7DQAAgAP6zR/fqm7qsjk5OdUnnXRSa6bTbhhj7MSJE00sFtMDDzyQ7HTgKSws1MSJE5WdnV29c+fOZKfTZBRZANrMgBHzlJUZUlZWsHbaY/PP0YRzH1ZebobeLbpcgYCpXfaJ+89V4VHdtHzFF7rm54u1a3elqqpi6lyQqUfvOVs9uufqG99/Ti8s3qBuXbNUXh7RBWcfppucsZKk2+9crj/f9Z4CAaPKyqimnD5Qv/3lOEmS6Xqr9nz6XeXlZchaq9v+tlx/uXuFIpGYsrND6nFwjm786fEafXxvSdLf7lmhm//wpqyVzpzUX3+4aUJtrqkyb9PmEl3x3We1bPlWHXFoZ7354qV77f933vtCP/zZIm3bHv+Jot/9apzOPHWAYjGr//3Fy3p+0XoFg0Z9euVp3h9OVe9eeVr0340665LHNeiwzpKkzIyglj5/iSTprvtW6ke/WKwB/eK/ET2wX4EenT/Fr38XAADSFkUWgDb18F1nqfCobvtNLymt0vwHPtDXLx2y37zLrnxGNztjNOX0eE/zhx/tVG5OuHb+9dccq6u/M1y7iys1Yvx9Gn18b/XqkaNb/vK23njhUnUuyFQ0GtP7q+r/6Ywbfv2qFr+ySc8+dL769M6TJL3y+mat+nCnRh/fW598ulvub5bq7UWXqutB2Trzosf0zwdX6WuXHJVS8/Lywvrl9SeqeE+VnJte22sbS0ur9ZWvP6H7/nKGTjyulyKRmHYXV0qS/v30x1r61ud6t+hyhUIBzZj5smb/7nX96bcTJUlDBh20X8FW49Tx/fTwXWc31uwAkG5a/su4gLi6IIAUMevaE+X+31JVVUX3m7dxc4n69MqrfXzEYV2Ul5ex33IF+Zk6bmQPrV67Uxs3l6igU6bycuPFWDAY0LChB+/3nJKSKv329mW685ZTawssSRp9fG9Nv3yoJOnhf6/V+WcdqoO75SgQMPrO1wr1wGNrUm5eQX6mxp3UZ68CtMZ9C1Zr7Am9deJxvSRJoVBAXQ/KliQZI1VWRVVREVEsZrWnpEp96+wLAADQPBRZANrUV7/xlEaMv1cjxt+rYyfeXzv92JHdNWp4d93xj/1/0P0XM47TuCkP67Spj8q56VWtWlP/Oa+bPyvRkqWbNfLog3XaKf0VCgXUf/g8XXbl0/rr3e+prGz/0xhWrt6hrMygBh/R5YA5r9+4R/0Pya993K9PJ23YtCfl5jVk5ertCocDOuvixzRi/L361g+f185d8WGD55xxqCaM6aOeQ+5Uz6P+ptVrd+onV4+qfe6aj3bpmFPu0wmT/6W771+5V9zFr2zSiPH36uQpD+nJ5z5pNA8AADqCRocLGmMWtUEeqSA/FrO5yU4CaO8ONFxQkmb/fLROOW+BvuX1INW49ofH6ooLj9SLRRv1wuL1GjXpfj39wPk6eXQfSdJNt76pO/+5QqFgQNf+cJROndBPkvTqsxfpzbe3qOi1zbpz/vu6/e/v6o0XLlFGRnC/ddfYtbtSE859WJWVUR016CA9ck/7OMcoGrVa+PIGvfrMxerRPUczZr6sH99QpHl/nKxly7fqgzU7tWnFt9QpL0PX/GyxZsx8Wbf95hQdM+xgbXhvugryM/XJp7t16lceVZ9eeTp1Qj9NOX2gLr5gkLKzQ3r73a068+LH9dJjU3XU4IOSvblAuxaL2jxJNxtjrmtk0U7W2jxJstZ27kCf6VrCqM4QwUgkMpz9lXx5eXlH1/xtrc2V9A9jTGkycrHWTmjO8vRkAUgZg4/oorMmD9DcO97eb17vXnm64qIjddftp+lrFx2lh//9Ye286685Vu8svlxvvniprvmfkbXTjTE67piemvG9Y/Tfpy7UpxuKteKDvc/LGjL4IFVURvXhR/ErFnUuyNQ7iy/X/7ljtcPr6enXt5M+3VBc+5z1m/bokD6dUm5eQ/r17aSJ4w5Rr565CgSMLps6WK8v2yJJuuv+lZo4rq8K8jMVCBhdceGReum/GyVJ+fmZKsiP/3zgwP4FOv+sQ7Xk9c2SpG5ds5WdHf+ubuSw7hpzfC+9vuzzRnMBkJgW/sIpP4wKtKFGe7KaW7WlK2PM6EDAPCWpINm5AB3ZrGtP0KhJ9ysS+fLzwONPfaQppw9UMBhQRUVEH3y4Q+ed2fDPLaxas0ORaKy212z12p2qqo7td65RXl6GZnx3pL79o4W6/69nqLd37ldpWaR2mannHK6Tpzws59oT1PWgbP3tnhW6bOrglJvXkIvOP0JnXvS49uypUqdOGXrmxU81vDC+bwb2L9BzL32q//3uSIXDQT31wicqPKqrJOmzz0vVs0eOjDHasbNCz720XrN/Hr8c9KbNJbXnsX26oVivvfm5Zv74+EZzAZCYYNCUSLrOWvt0Q8sZY441xrwgqcAYs7ujfKZrCWNMSFKVvN6sUCi0nP2VfF26dHlS0lmS5PVgfdNauyK5WTUNVxcE0Ka++o2n9rqE+523nLrX/L59OmnaRUfpd7cvq5320OMf6tpZ/1VWVkjV1TFNntBPV397eIPrKSuP6Ee/WKytX5QrKyuoYDCgf95xurofvP/vjc+ZOVq3/uUdTZ76qKJRq25ds9S5IFPOT0+QJB06oEA3/OR4nXj6g5Kk0yb00xUXHZly86LRmPoP/4cqq6LaXVypvoV/17enDdWs605Uv775uu6Hx+qkMx5UIBC/3Ppffx+/euD3vzVM76/armHj7lUoFFC/vp3017mTJEkL/rNWd/zjXYXDAUUiVl+/5Cidd9ZhkqTb/75cjz/9sUKh+KCIX88crZHDujfYLgAAdATGWnqPpXhPVuFRXZ96779X0JMFAABS1rizH9r939c2X9qUnqwBAwa8cOeddxacd95520pKSva/xCokxXuyjDFVq1atMi+88IJmzpy5eMeOHROSnVdH16VLlydvvPHGs84++2ydcsopxZs3bx6TLj1ZnJMFAAAA7I1eCCSEIgsAAAAAfMQ5WV+Kfbxud9bE8xbsTnYiAAAAB7J8xRdZkmJNWNR+9tln2T/+8Y/3xGKxSOOLd2zWWn3ta1/bvX379nA0Gt3/hxXR5mKxWOT2228vf+CBB6q2bduWo6b936cEzsnyGGPCkk4VhScAAEhtMUkLrbUVDS3kXTFvsuKfbTZba99qi+TSlTHmZH15lelV1toPG1oerc8Yc6ikmh/PrJb0vLU2msSUmowiCwAAAAB8xDlZAAAAAOAjiqw04LrulcnOAS1H+6Uv2i690X7pjfZLX7RdeqP9/EGRlR74Z09vtF/6ou3SG+2X3mi/9EXbpTfazwcUWQAAAADgI4osAAAAAPARRVZ6+GuyE0BCaL/0RdulN9ovvdF+6Yu2S2+0nw+4hDsAAAAA+IieLAAAAADwUSjZCbQnrusGJb0paZPjOFP2mXeQpAckDZC0TtJFjuPsdF33PEm/UvzX2yOSfuQ4zn9d1x0h6Q5J+ZKikuY4jvNAPes8UFwj6VZJZ0kqk/QNx3GWec/5uqSZXojZjuPc7dMuSFstabs684+T9KqkSxzHedib1ug+dl13oKR/Seoq6S1J0xzHqXJdN1PSPZJGSdou6WLHcdZ5z/mZpG8p/j/xQ8dxnvVj+9NdK7TfbySdrfgXUc9LusZxHLtPXNrPBy08bk6Q9LikT7xFH3Ec55feczpLulNSoSQrabrjOK/uE7fZbeS67hmKH1ODku50HOcmn3ZBWmvpa89rw1skhSVtcxxnfFNiNhSX973ma+Hr76eSLvcWC0k6StLBknIVf131UPy191fHcW6tZ528/nzQwrYrkPRPSf0Ub7vfOo7zD+85fG7xGT1Z/rpG0gcHmHe9pIWO4xwhaaH3WN7fwx3HGSFpuuIfDqT4G8TXHMcZKukMSbd4Hx6aGvdMSUd4tysVL9hqXniOpBMkHS/JcV23S0s2tp1pSdvVHORulvRcnWlN3cc3S/q94ziHS9qp+EFI3v1Ob/rvveXkuu4QSZdIqvmf+JO3fvjbfqMljZE0TPEP6sdJGq/90X7+aFHbSSpyHGeEd/tlnem3SnrGcZwjJQ0/QOxmtZHXTrcrflwdIulSb1m0oP2897I/STrXe4+7sBkxDxhXvO+1RLPbz3Gc/6t57Un6maTFjuPsUPyL4h87jjNE0omSvn+A1wmvP3+05Nj5fUkrHccZLmmCpN+5rpvB55bWQZHlE9d1+yr+zfedB1jkPEk13wrcLel8SXIcp6TON+S5in/7I8dx1jiO86H392ZJWxX/pqhJcb3p9ziOYx3HeU1SZ9d1e0k6XdLzjuPs8L5RfF7xf/wOq6Vt5/mBpAWKt0+NRvex943rREkP1xO37voeljTJW/48Sf9yHKfScZxPJK1V/GDYobVC+1lJWZIyJGUq/k37ln3WSfv5IMG2qy9egaSTJf1dkhzHqXIcZ1cjcZvSRsdLWus4zseO41Qp/k3ueU3ZxvYsgfa7TPHex/WS5DhO7euvCTEbisv7XjP49Pq7VNL9kuQ4zmc1PYeO4+xRvADo00hcXn8tkEDbWUmdvP2dJ6mmOOZzSyugyPLPLZKuVXzYX316OI7zmff354p3p0uSXNe9wHXdVZKeVLw3ay+u6x6v+Ae+j5oRt4+kDXWW2+hNO9D0juwWtaDtXNftI+kCed+W1tGUfdxV0i7HcSL1LFP7fG/+bm952q5+t8jH9vOGlr0k6TPv9qzjOPt+W0j7+eMWtfC4Kekk13WXu677tOu6Q71pAyV9Iekfruu+7bruna7r5tYTt7ltRNvV7xa1rP0GSeriuu4i13Xfcl33a82I2VBc2q95blHLX39yXTdH8Q/iC/Z9ouu6AySNlLS0nri8/hJ3i1rWdrcpPrxzs6T3FB8KHxOfW1oFRZYPXNedImmr4zhvNWV5r+fK1nn8qDe05XzFz8+qG7uXpPmSvum9EJocF41LsO1ukXRdY+2C1tMa7ee67uGKvwn1VfzNYKLruuN8SxqSEm67ZZL6e0Ne/ijpMW96SNIxku5wHGekpFLtPcQQPkmw/UKKn7txtuLfoN/guu6g5sasJy6aKNHPLZ5zJC3xhgrWjZ2neOH1I8dxiv3IF19KsO1Ol/SOpN6SRki6zXXd/FZIE6LI8ssYSee6rrtO8W7sia7r/nOfZbZ4BVNN4bR1n/lyHOdlSYe6rtvNWy5f8d6tX3hDH+pzoLibJB1SZ7m+3rQDTe+oEmm7YyX9y3vuVxUfa3y+mraPtys+lCVUzzK1z/fmF3jL03b7a432u0DSa95Q3hJJT0s6aZ+YtF/iWtx2juMUe20jx3GekhT2jpsbJW10HKfm2/OHFS+69tXcNqLt9pfIa2+j4j3EpY7jbJP0suLnzzUlZkNxab+m8+NzyyXyhgrWcF03rHiBda/jOI8cYN28/hKTSNt9U/GhutZxnLWKXzzoSPG5pVVwdUEfOI7zM8VP/qy5YtJPHMe5wnXd/yfpdcdxHpX0b0lfl3STd/+4t/zhkj5yHMe6rnuM4ueAbHddN0PSo4qPL3+47vqaEtebfrXruv9S/ETG3Y7jfOa67rOSfl3nhMbTanLviBJpO8dxBtbEcV33LklPOI7zmHcCab372HXdeyTd5jjO667rvqT4h/t/af+2+7riV7z7qqQXvf+Pf0u6z3XduYp/C3WEpNd93ylppJXa72JJ3/FiGMUvenGLtxzt55MEj5s9JW3x9uvxin9huN17vMF13cGO46yWNEnSSu85V3vrvU3NbyMj6Qg3fmWtTYp/uLysVXdQikuk/bz727wPYxmKv0f93nGch+qL6T3mfc9HCbZfzfmP4yVdUWeaUfx8yA8cx5lbd328/vyTYNutV/y4WOS6bg9JgyV9rPi5Unxu8Rk9Wa3raMXHwkrxf/TJrut+KOlU77EkTZW0wnXddxS/es7FXtfuRYqfwP0N13Xf8W4jmhH3KX35wvmbpO9Jktet/ytJb3i3X+7b1Q9JTdvH9WpkHw9TfCy0JF0naYbrumsVH7v8d2/63yV19abP0JdXdHpf0oOKf2h8RtL3HceJJrid7VWL20/x3o+PFB+vvlzScsdx/uPNo/1aX1Pa7quKHzeXS/qD4pffrxkO8wNJ97qu+67iw2F+7U0/UvFvVqVmtpF3jsHVkp5V/GT+B71lsb9G2887x/EZSe8q/oHrTsdxViQaV7zv+aGpx84LJD3nOE5pnWljJE1TvGel5nPLWd48Xn+trylt9ytJo13XfU/xqw5e5zjONj63tBJrLbdWus2aNevZdIrLrXX38axZs/JnzZr1ULK3rSPcaL/0vbXicfOJWbNmZSR7+9r7jfe99L7x+kvfG+97qXcz1nK+KAAAAAD4heGCAAAAAOAjiiwAAAAA8BFFFgAAAAD4iCILAAAAAHxEkQUAAAAAPqLIAgAAAAAfUWQBAAAAgI/+P5qS8pSbmQiiAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1080x576 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "record = GraphicRecord(first_index=start, sequence_length=(end-start), features=features)\n",
    "\n",
    "cropped_record = record.crop((zoom_start, zoom_end))\n",
    "\n",
    "fig, (ax1, ax2) = plt.subplots(2, 1, figsize=(15, 8))\n",
    "\n",
    "ax1.set_title(\"Whole sequence\", loc='left', weight='bold')\n",
    "record.plot(ax=ax1)\n",
    "ax1.fill_between((zoom_start, zoom_end), +1000, -1000, alpha=0.15)\n",
    "\n",
    "cropped_record.plot(ax=ax2)\n",
    "\n",
    "ax2.set_title(\"Sequence detail\", loc='left', weight='bold');\n",
    "plt.savefig(\"rft1_more_hits.png\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 280,
   "id": "4f190296",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0.5529411764705883, 0.8274509803921568, 0.7803921568627451, 1.0)"
      ]
     },
     "execution_count": 280,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "feature_colors(0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "c0330390",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x331.2 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from dna_features_viewer import BiopythonTranslator\n",
    "class MyCustomTranslator(BiopythonTranslator):\n",
    "    default_feature_color = feature_colors(11)\n",
    "\n",
    "\n",
    "graphic_record = MyCustomTranslator().translate_record(\"ENSPSIG00000016855.gb\")\n",
    "ax, _ = graphic_record.plot(figure_width=10, strand_in_label_threshold=7, annotate_inline=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "378e787c",
   "metadata": {},
   "outputs": [],
   "source": [
    "gene_start = 4029282\n",
    "hit_color = feature_colors(8)\n",
    "\n",
    "for feature in hit_features:\n",
    "    graphic_record.features.append(feature)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "103db754",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x331.2 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax, _ = graphic_record.plot(figure_width=16, strand_in_label_threshold=7, annotate_inline=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "68e8ec56",
   "metadata": {},
   "outputs": [],
   "source": [
    "gene_start = 4029282\n",
    "gene_end = 4069176"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0107f7c6",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "venv",
   "language": "python",
   "name": "venv"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}