Financial_Token_classification_FactSet_NER_github_paperswithcode.ipynb

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    "import requests\n",
    "\n",
    "from requests.auth import HTTPBasicAuth\n",
    "\n",
    "def extract_from_text(doc_text,\n",
    "                      min_doc_text_size= 10,\n",
    "                      fds_ner_svc_url= 'https://api.factset.com/cognitive/ner/v1/entities'):\n",
    "    if (not doc_text or not doc_text.strip() or min_doc_text_size> len(doc_text)):\n",
    "        return None\n",
    "\n",
    "    payload = {'text': doc_text}\n",
    "    response_json = None\n",
    "    try:\n",
    "        resp = requests.post(anna_ner_svc_url, json=payload, auth=HTTPBasicAuth('username-serial', 'api-key'))\n",
    "        if not resp:\n",
    "            status_code = resp.status_code if (resp is not None) else -1\n",
    "            raise ValueError(f'Received unexpected response from service: status_code: {status_code}')\n",
    "        response_json = resp.json()\n",
    "    except Exception as ex:\n",
    "        print(str(ex))   # debug only\n",
    "        raise ex\n",
    "\n",
    "    if (not response_json or not isinstance(response_json, dict)\n",
    "        or ('errors' in response_json) or ('namedEntity' not in response_json)):\n",
    "        return None\n",
    "    return response_json['namedEntity']\n",
    "                \n"
   ]
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "name 'anna_ner_svc_url' is not defined\n"
     ]
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      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
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      "\u001b[0;32m/tmp/ipykernel_14740/3037134000.py\u001b[0m in \u001b[0;36mextract_from_text\u001b[0;34m(doc_text, min_doc_text_size, fds_ner_svc_url)\u001b[0m\n\u001b[1;32m     19\u001b[0m     \u001b[0;32mexcept\u001b[0m \u001b[0mException\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mex\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     20\u001b[0m         \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mex\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m   \u001b[0;31m# debug only\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 21\u001b[0;31m         \u001b[0;32mraise\u001b[0m \u001b[0mex\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     22\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     23\u001b[0m     if (not response_json or not isinstance(response_json, dict)\n",
      "\u001b[0;32m/tmp/ipykernel_14740/3037134000.py\u001b[0m in \u001b[0;36mextract_from_text\u001b[0;34m(doc_text, min_doc_text_size, fds_ner_svc_url)\u001b[0m\n\u001b[1;32m     12\u001b[0m     \u001b[0mresponse_json\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     13\u001b[0m     \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 14\u001b[0;31m         \u001b[0mresp\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrequests\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpost\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0manna_ner_svc_url\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mjson\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mpayload\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mauth\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mHTTPBasicAuth\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'username-serial'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'api-key'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     15\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mresp\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     16\u001b[0m             \u001b[0mstatus_code\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mresp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstatus_code\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mresp\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m-\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mNameError\u001b[0m: name 'anna_ner_svc_url' is not defined"
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   "source": [
    "extract_from_text('gffgh dfhdfhg fdgh')"
   ]
  },
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