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stock_information_app
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{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "import feedparser"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [],
   "source": [
    "headers = {\n",
    "  'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; rv:91.0) Gecko/20100101 Firefox/91.0'\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "ticker = 'APPLE finance News'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [],
   "source": [
    "rssfeedurl = 'https://feeds.finance.yahoo.com/rss/2.0/headline?s=%s&region=US&lang=en-US'%ticker"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'https://feeds.finance.yahoo.com/rss/2.0/headline?s=APPLE finance News&region=US&lang=en-US'"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rssfeedurl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "ename": "InvalidURL",
     "evalue": "URL can't contain control characters. '/rss/2.0/headline?s=APPLE finance News&region=US&lang=en-US' (found at least ' ')",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mInvalidURL\u001b[0m                                Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[49], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m NewsFeed \u001b[39m=\u001b[39m feedparser\u001b[39m.\u001b[39;49mparse(rssfeedurl)\n",
      "File \u001b[0;32m~/Library/Python/3.9/lib/python/site-packages/feedparser/api.py:216\u001b[0m, in \u001b[0;36mparse\u001b[0;34m(url_file_stream_or_string, etag, modified, agent, referrer, handlers, request_headers, response_headers, resolve_relative_uris, sanitize_html)\u001b[0m\n\u001b[1;32m    208\u001b[0m result \u001b[39m=\u001b[39m FeedParserDict(\n\u001b[1;32m    209\u001b[0m     bozo\u001b[39m=\u001b[39m\u001b[39mFalse\u001b[39;00m,\n\u001b[1;32m    210\u001b[0m     entries\u001b[39m=\u001b[39m[],\n\u001b[1;32m    211\u001b[0m     feed\u001b[39m=\u001b[39mFeedParserDict(),\n\u001b[1;32m    212\u001b[0m     headers\u001b[39m=\u001b[39m{},\n\u001b[1;32m    213\u001b[0m )\n\u001b[1;32m    215\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m--> 216\u001b[0m     data \u001b[39m=\u001b[39m _open_resource(url_file_stream_or_string, etag, modified, agent, referrer, handlers, request_headers, result)\n\u001b[1;32m    217\u001b[0m \u001b[39mexcept\u001b[39;00m urllib\u001b[39m.\u001b[39merror\u001b[39m.\u001b[39mURLError \u001b[39mas\u001b[39;00m error:\n\u001b[1;32m    218\u001b[0m     result\u001b[39m.\u001b[39mupdate({\n\u001b[1;32m    219\u001b[0m         \u001b[39m'\u001b[39m\u001b[39mbozo\u001b[39m\u001b[39m'\u001b[39m: \u001b[39mTrue\u001b[39;00m,\n\u001b[1;32m    220\u001b[0m         \u001b[39m'\u001b[39m\u001b[39mbozo_exception\u001b[39m\u001b[39m'\u001b[39m: error,\n\u001b[1;32m    221\u001b[0m     })\n",
      "File \u001b[0;32m~/Library/Python/3.9/lib/python/site-packages/feedparser/api.py:115\u001b[0m, in \u001b[0;36m_open_resource\u001b[0;34m(url_file_stream_or_string, etag, modified, agent, referrer, handlers, request_headers, result)\u001b[0m\n\u001b[1;32m    111\u001b[0m     \u001b[39mreturn\u001b[39;00m url_file_stream_or_string\u001b[39m.\u001b[39mread()\n\u001b[1;32m    113\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39misinstance\u001b[39m(url_file_stream_or_string, \u001b[39mstr\u001b[39m) \\\n\u001b[1;32m    114\u001b[0m    \u001b[39mand\u001b[39;00m urllib\u001b[39m.\u001b[39mparse\u001b[39m.\u001b[39murlparse(url_file_stream_or_string)[\u001b[39m0\u001b[39m] \u001b[39min\u001b[39;00m (\u001b[39m'\u001b[39m\u001b[39mhttp\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mhttps\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mftp\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mfile\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mfeed\u001b[39m\u001b[39m'\u001b[39m):\n\u001b[0;32m--> 115\u001b[0m     \u001b[39mreturn\u001b[39;00m http\u001b[39m.\u001b[39;49mget(url_file_stream_or_string, etag, modified, agent, referrer, handlers, request_headers, result)\n\u001b[1;32m    117\u001b[0m \u001b[39m# try to open with native open function (if url_file_stream_or_string is a filename)\u001b[39;00m\n\u001b[1;32m    118\u001b[0m \u001b[39mtry\u001b[39;00m:\n",
      "File \u001b[0;32m~/Library/Python/3.9/lib/python/site-packages/feedparser/http.py:171\u001b[0m, in \u001b[0;36mget\u001b[0;34m(url, etag, modified, agent, referrer, handlers, request_headers, result)\u001b[0m\n\u001b[1;32m    169\u001b[0m opener \u001b[39m=\u001b[39m urllib\u001b[39m.\u001b[39mrequest\u001b[39m.\u001b[39mbuild_opener(\u001b[39m*\u001b[39m\u001b[39mtuple\u001b[39m(handlers \u001b[39m+\u001b[39m [_FeedURLHandler()]))\n\u001b[1;32m    170\u001b[0m opener\u001b[39m.\u001b[39maddheaders \u001b[39m=\u001b[39m []  \u001b[39m# RMK - must clear so we only send our custom User-Agent\u001b[39;00m\n\u001b[0;32m--> 171\u001b[0m f \u001b[39m=\u001b[39m opener\u001b[39m.\u001b[39;49mopen(request)\n\u001b[1;32m    172\u001b[0m data \u001b[39m=\u001b[39m f\u001b[39m.\u001b[39mread()\n\u001b[1;32m    173\u001b[0m f\u001b[39m.\u001b[39mclose()\n",
      "File \u001b[0;32m/Applications/Xcode.app/Contents/Developer/Library/Frameworks/Python3.framework/Versions/3.9/lib/python3.9/urllib/request.py:517\u001b[0m, in \u001b[0;36mOpenerDirector.open\u001b[0;34m(self, fullurl, data, timeout)\u001b[0m\n\u001b[1;32m    514\u001b[0m     req \u001b[39m=\u001b[39m meth(req)\n\u001b[1;32m    516\u001b[0m sys\u001b[39m.\u001b[39maudit(\u001b[39m'\u001b[39m\u001b[39murllib.Request\u001b[39m\u001b[39m'\u001b[39m, req\u001b[39m.\u001b[39mfull_url, req\u001b[39m.\u001b[39mdata, req\u001b[39m.\u001b[39mheaders, req\u001b[39m.\u001b[39mget_method())\n\u001b[0;32m--> 517\u001b[0m response \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_open(req, data)\n\u001b[1;32m    519\u001b[0m \u001b[39m# post-process response\u001b[39;00m\n\u001b[1;32m    520\u001b[0m meth_name \u001b[39m=\u001b[39m protocol\u001b[39m+\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m_response\u001b[39m\u001b[39m\"\u001b[39m\n",
      "File \u001b[0;32m/Applications/Xcode.app/Contents/Developer/Library/Frameworks/Python3.framework/Versions/3.9/lib/python3.9/urllib/request.py:534\u001b[0m, in \u001b[0;36mOpenerDirector._open\u001b[0;34m(self, req, data)\u001b[0m\n\u001b[1;32m    531\u001b[0m     \u001b[39mreturn\u001b[39;00m result\n\u001b[1;32m    533\u001b[0m protocol \u001b[39m=\u001b[39m req\u001b[39m.\u001b[39mtype\n\u001b[0;32m--> 534\u001b[0m result \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_call_chain(\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mhandle_open, protocol, protocol \u001b[39m+\u001b[39;49m\n\u001b[1;32m    535\u001b[0m                           \u001b[39m'\u001b[39;49m\u001b[39m_open\u001b[39;49m\u001b[39m'\u001b[39;49m, req)\n\u001b[1;32m    536\u001b[0m \u001b[39mif\u001b[39;00m result:\n\u001b[1;32m    537\u001b[0m     \u001b[39mreturn\u001b[39;00m result\n",
      "File \u001b[0;32m/Applications/Xcode.app/Contents/Developer/Library/Frameworks/Python3.framework/Versions/3.9/lib/python3.9/urllib/request.py:494\u001b[0m, in \u001b[0;36mOpenerDirector._call_chain\u001b[0;34m(self, chain, kind, meth_name, *args)\u001b[0m\n\u001b[1;32m    492\u001b[0m \u001b[39mfor\u001b[39;00m handler \u001b[39min\u001b[39;00m handlers:\n\u001b[1;32m    493\u001b[0m     func \u001b[39m=\u001b[39m \u001b[39mgetattr\u001b[39m(handler, meth_name)\n\u001b[0;32m--> 494\u001b[0m     result \u001b[39m=\u001b[39m func(\u001b[39m*\u001b[39;49margs)\n\u001b[1;32m    495\u001b[0m     \u001b[39mif\u001b[39;00m result \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[1;32m    496\u001b[0m         \u001b[39mreturn\u001b[39;00m result\n",
      "File \u001b[0;32m/Applications/Xcode.app/Contents/Developer/Library/Frameworks/Python3.framework/Versions/3.9/lib/python3.9/urllib/request.py:1389\u001b[0m, in \u001b[0;36mHTTPSHandler.https_open\u001b[0;34m(self, req)\u001b[0m\n\u001b[1;32m   1388\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mhttps_open\u001b[39m(\u001b[39mself\u001b[39m, req):\n\u001b[0;32m-> 1389\u001b[0m     \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mdo_open(http\u001b[39m.\u001b[39;49mclient\u001b[39m.\u001b[39;49mHTTPSConnection, req,\n\u001b[1;32m   1390\u001b[0m         context\u001b[39m=\u001b[39;49m\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_context, check_hostname\u001b[39m=\u001b[39;49m\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_check_hostname)\n",
      "File \u001b[0;32m/Applications/Xcode.app/Contents/Developer/Library/Frameworks/Python3.framework/Versions/3.9/lib/python3.9/urllib/request.py:1346\u001b[0m, in \u001b[0;36mAbstractHTTPHandler.do_open\u001b[0;34m(self, http_class, req, **http_conn_args)\u001b[0m\n\u001b[1;32m   1344\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m   1345\u001b[0m     \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m-> 1346\u001b[0m         h\u001b[39m.\u001b[39;49mrequest(req\u001b[39m.\u001b[39;49mget_method(), req\u001b[39m.\u001b[39;49mselector, req\u001b[39m.\u001b[39;49mdata, headers,\n\u001b[1;32m   1347\u001b[0m                   encode_chunked\u001b[39m=\u001b[39;49mreq\u001b[39m.\u001b[39;49mhas_header(\u001b[39m'\u001b[39;49m\u001b[39mTransfer-encoding\u001b[39;49m\u001b[39m'\u001b[39;49m))\n\u001b[1;32m   1348\u001b[0m     \u001b[39mexcept\u001b[39;00m \u001b[39mOSError\u001b[39;00m \u001b[39mas\u001b[39;00m err: \u001b[39m# timeout error\u001b[39;00m\n\u001b[1;32m   1349\u001b[0m         \u001b[39mraise\u001b[39;00m URLError(err)\n",
      "File \u001b[0;32m/Applications/Xcode.app/Contents/Developer/Library/Frameworks/Python3.framework/Versions/3.9/lib/python3.9/http/client.py:1257\u001b[0m, in \u001b[0;36mHTTPConnection.request\u001b[0;34m(self, method, url, body, headers, encode_chunked)\u001b[0m\n\u001b[1;32m   1254\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mrequest\u001b[39m(\u001b[39mself\u001b[39m, method, url, body\u001b[39m=\u001b[39m\u001b[39mNone\u001b[39;00m, headers\u001b[39m=\u001b[39m{}, \u001b[39m*\u001b[39m,\n\u001b[1;32m   1255\u001b[0m             encode_chunked\u001b[39m=\u001b[39m\u001b[39mFalse\u001b[39;00m):\n\u001b[1;32m   1256\u001b[0m \u001b[39m    \u001b[39m\u001b[39m\"\"\"Send a complete request to the server.\"\"\"\u001b[39;00m\n\u001b[0;32m-> 1257\u001b[0m     \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_send_request(method, url, body, headers, encode_chunked)\n",
      "File \u001b[0;32m/Applications/Xcode.app/Contents/Developer/Library/Frameworks/Python3.framework/Versions/3.9/lib/python3.9/http/client.py:1268\u001b[0m, in \u001b[0;36mHTTPConnection._send_request\u001b[0;34m(self, method, url, body, headers, encode_chunked)\u001b[0m\n\u001b[1;32m   1265\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39m'\u001b[39m\u001b[39maccept-encoding\u001b[39m\u001b[39m'\u001b[39m \u001b[39min\u001b[39;00m header_names:\n\u001b[1;32m   1266\u001b[0m     skips[\u001b[39m'\u001b[39m\u001b[39mskip_accept_encoding\u001b[39m\u001b[39m'\u001b[39m] \u001b[39m=\u001b[39m \u001b[39m1\u001b[39m\n\u001b[0;32m-> 1268\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mputrequest(method, url, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mskips)\n\u001b[1;32m   1270\u001b[0m \u001b[39m# chunked encoding will happen if HTTP/1.1 is used and either\u001b[39;00m\n\u001b[1;32m   1271\u001b[0m \u001b[39m# the caller passes encode_chunked=True or the following\u001b[39;00m\n\u001b[1;32m   1272\u001b[0m \u001b[39m# conditions hold:\u001b[39;00m\n\u001b[1;32m   1273\u001b[0m \u001b[39m# 1. content-length has not been explicitly set\u001b[39;00m\n\u001b[1;32m   1274\u001b[0m \u001b[39m# 2. the body is a file or iterable, but not a str or bytes-like\u001b[39;00m\n\u001b[1;32m   1275\u001b[0m \u001b[39m# 3. Transfer-Encoding has NOT been explicitly set by the caller\u001b[39;00m\n\u001b[1;32m   1277\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39m'\u001b[39m\u001b[39mcontent-length\u001b[39m\u001b[39m'\u001b[39m \u001b[39mnot\u001b[39;00m \u001b[39min\u001b[39;00m header_names:\n\u001b[1;32m   1278\u001b[0m     \u001b[39m# only chunk body if not explicitly set for backwards\u001b[39;00m\n\u001b[1;32m   1279\u001b[0m     \u001b[39m# compatibility, assuming the client code is already handling the\u001b[39;00m\n\u001b[1;32m   1280\u001b[0m     \u001b[39m# chunking\u001b[39;00m\n",
      "File \u001b[0;32m/Applications/Xcode.app/Contents/Developer/Library/Frameworks/Python3.framework/Versions/3.9/lib/python3.9/http/client.py:1102\u001b[0m, in \u001b[0;36mHTTPConnection.putrequest\u001b[0;34m(self, method, url, skip_host, skip_accept_encoding)\u001b[0m\n\u001b[1;32m   1099\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_method \u001b[39m=\u001b[39m method\n\u001b[1;32m   1101\u001b[0m url \u001b[39m=\u001b[39m url \u001b[39mor\u001b[39;00m \u001b[39m'\u001b[39m\u001b[39m/\u001b[39m\u001b[39m'\u001b[39m\n\u001b[0;32m-> 1102\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_validate_path(url)\n\u001b[1;32m   1104\u001b[0m request \u001b[39m=\u001b[39m \u001b[39m'\u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m \u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m \u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m'\u001b[39m \u001b[39m%\u001b[39m (method, url, \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_http_vsn_str)\n\u001b[1;32m   1106\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_output(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_encode_request(request))\n",
      "File \u001b[0;32m/Applications/Xcode.app/Contents/Developer/Library/Frameworks/Python3.framework/Versions/3.9/lib/python3.9/http/client.py:1202\u001b[0m, in \u001b[0;36mHTTPConnection._validate_path\u001b[0;34m(self, url)\u001b[0m\n\u001b[1;32m   1200\u001b[0m match \u001b[39m=\u001b[39m _contains_disallowed_url_pchar_re\u001b[39m.\u001b[39msearch(url)\n\u001b[1;32m   1201\u001b[0m \u001b[39mif\u001b[39;00m match:\n\u001b[0;32m-> 1202\u001b[0m     \u001b[39mraise\u001b[39;00m InvalidURL(\u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mURL can\u001b[39m\u001b[39m'\u001b[39m\u001b[39mt contain control characters. \u001b[39m\u001b[39m{\u001b[39;00murl\u001b[39m!r}\u001b[39;00m\u001b[39m \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[1;32m   1203\u001b[0m                      \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m(found at least \u001b[39m\u001b[39m{\u001b[39;00mmatch\u001b[39m.\u001b[39mgroup()\u001b[39m!r}\u001b[39;00m\u001b[39m)\u001b[39m\u001b[39m\"\u001b[39m)\n",
      "\u001b[0;31mInvalidURL\u001b[0m: URL can't contain control characters. '/rss/2.0/headline?s=APPLE finance News&region=US&lang=en-US' (found at least ' ')"
     ]
    }
   ],
   "source": [
    "NewsFeed = feedparser.parse(rssfeedurl)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "feedparser.util.FeedParserDict"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(NewsFeed)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys(['bozo', 'entries', 'feed', 'headers', 'href', 'status', 'encoding', 'version', 'namespaces'])"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "NewsFeed.keys()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "20"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(NewsFeed.entries)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'summary': 'In this article, we will be taking a look at the 10 stocks ChatGPT said will make me rich in 10 years. To skip our detailed analysis of generative AI and its application in the field of investing, you can go directly to see the 5 Stocks ChatGPT Said Will Make Me Rich in 10 Years. […]',\n",
       " 'summary_detail': {'type': 'text/html',\n",
       "  'language': None,\n",
       "  'base': 'https://feeds.finance.yahoo.com/rss/2.0/headline?s=AAPL&region=US&lang=en-US',\n",
       "  'value': 'In this article, we will be taking a look at the 10 stocks ChatGPT said will make me rich in 10 years. To skip our detailed analysis of generative AI and its application in the field of investing, you can go directly to see the 5 Stocks ChatGPT Said Will Make Me Rich in 10 Years. […]'},\n",
       " 'id': '5ab07694-9da7-320d-bf6b-a51044b80e44',\n",
       " 'guidislink': False,\n",
       " 'links': [{'rel': 'alternate',\n",
       "   'type': 'text/html',\n",
       "   'href': 'https://finance.yahoo.com/news/10-stocks-chatgpt-said-rich-202351994.html?.tsrc=rss'}],\n",
       " 'link': 'https://finance.yahoo.com/news/10-stocks-chatgpt-said-rich-202351994.html?.tsrc=rss',\n",
       " 'published': 'Sun, 20 Aug 2023 20:23:51 +0000',\n",
       " 'published_parsed': time.struct_time(tm_year=2023, tm_mon=8, tm_mday=20, tm_hour=20, tm_min=23, tm_sec=51, tm_wday=6, tm_yday=232, tm_isdst=0),\n",
       " 'title': '10 Stocks ChatGPT Said Will Make Me Rich in 10 Years',\n",
       " 'title_detail': {'type': 'text/plain',\n",
       "  'language': None,\n",
       "  'base': 'https://feeds.finance.yahoo.com/rss/2.0/headline?s=AAPL&region=US&lang=en-US',\n",
       "  'value': '10 Stocks ChatGPT Said Will Make Me Rich in 10 Years'}}"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "NewsFeed.entries[0]"
   ]
  }
 ],
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