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{
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      "/workspace/Archives/text/DZJD21002356.json\n",
      "/workspace/Archives/text/DZJD21002358.json\n",
      "/workspace/Archives/text/DZJD21002364.json\n",
      "/workspace/Archives/text/DZJD21002365.json\n",
      "/workspace/Archives/text/DZJD21002366.json\n",
      "/workspace/Archives/text/DZJD21002367.json\n",
      "/workspace/Archives/text/DZJD21002368.json\n",
      "/workspace/Archives/text/DZJD21002369.json\n",
      "/workspace/Archives/text/DZJD21002370.json\n",
      "/workspace/Archives/text/DZJD21002371.json\n",
      "/workspace/Archives/text/DZJD21002372.json\n",
      "/workspace/Archives/text/DZJD21002373.json\n",
      "/workspace/Archives/text/DZJD21002374.json\n",
      "/workspace/Archives/text/DZJD21002375.json\n",
      "/workspace/Archives/text/DZJD21002376.json\n",
      "/workspace/Archives/text/DZJD21002377.json\n",
      "/workspace/Archives/text/DZJD21002378.json\n",
      "/workspace/Archives/text/DZJD21002386.json\n",
      "/workspace/Archives/text/DZJD21002387.json\n",
      "/workspace/Archives/text/DZJD21002388.json\n",
      "/workspace/Archives/text/DZJD21002389.json\n",
      "/workspace/Archives/text/DZJD21002390.json\n",
      "/workspace/Archives/text/DZJD21002392.json\n",
      "/workspace/Archives/text/DZJD21002393.json\n",
      "/workspace/Archives/text/DZJD21002404.json\n",
      "/workspace/Archives/text/DZJD21002405.json\n",
      "/workspace/Archives/text/DZJD21002406.json\n",
      "/workspace/Archives/text/DZJD21002408.json\n",
      "/workspace/Archives/text/DZJD21002409.json\n"
     ]
    }
   ],
   "source": [
    "!ls /workspace/Archives/text/*.json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "de89c780-0a8f-4f90-b498-f5c6cf593431",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 596/596 [14:42<00:00,  1.48s/it]\n"
     ]
    }
   ],
   "source": [
    "from glob import glob\n",
    "from tqdm import tqdm\n",
    "import pandas as pd\n",
    "import json\n",
    "\n",
    "for filePath in tqdm(glob('/workspace/Archives/text/*.json')):\n",
    "    jsonTest = open(filePath, 'r', encoding='utf8').read()\n",
    "    jsonTest = json.loads(jsonTest)\n",
    "    \n",
    "    for utterance in jsonTest['utterance']:\n",
    "        eojeolList = pd.DataFrame(utterance[\"eojeolList\"])\n",
    "        eojeolList.drop(['id'], axis=1)\n",
    "\n",
    "        utteranceList = pd.DataFrame([{'standard_form': utterance[\"standard_form\"], \n",
    "                                      'dialect_form': utterance[\"dialect_form\"]}])\n",
    "\n",
    "        \n",
    "        eojeolList.to_csv('eojeolList.csv', mode='a', index=False, header=False)\n",
    "        utteranceList.to_csv('utteranceList.csv', mode='a', index=False, header=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "5a931aad-b93a-419e-b737-75e979b40b0a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "333801\n",
      "292048\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "utteranceList = pd.read_csv(\"./csv/utteranceList.csv\")\n",
    "print(len(utteranceList))\n",
    "\n",
    "utteranceList = utteranceList.drop_duplicates(keep=False)\n",
    "print(len(utteranceList))\n",
    "\n",
    "utteranceList.to_csv('./csv/processing_utteranceList.csv', index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "c0033ee1-dec1-4fad-ac29-eb620cc406f0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1725910\n",
      "509642\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "eojeolList = pd.read_csv(\"./csv/eojeolList.csv\")\n",
    "print(len(eojeolList))\n",
    "\n",
    "eojeolList = eojeolList.drop_duplicates()\n",
    "print(len(eojeolList))\n",
    "\n",
    "eojeolList.to_csv('./csv/processing_eojeolList.csv', index=False)"
   ]
  }
 ],
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