{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "已将Parquet文件转换为JSONL格式，保存至: /Users/wjc/Documents/学习手撕/ceval/ceval_output1.jsonl\n"
     ]
    },
    {
     "data": {
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       "    <tr style=\"text-align: right;\">\n",
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       "      <th>question</th>\n",
       "      <th>A</th>\n",
       "      <th>B</th>\n",
       "      <th>C</th>\n",
       "      <th>D</th>\n",
       "      <th>answer</th>\n",
       "      <th>explanation</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>下列关于DNA的双螺旋二级结构稳定的因素，不正确的是____。</td>\n",
       "      <td>3 \" ，5 \" -磷酸二酯键</td>\n",
       "      <td>互补碱基对之间的氢键</td>\n",
       "      <td>碱基堆积力</td>\n",
       "      <td>磷酸基团上的负电荷与介质中的阳离子之间形成的离子键</td>\n",
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       "      <td>1</td>\n",
       "      <td>分离鉴定氨基酸的纸色谱属于____。</td>\n",
       "      <td>亲和色谱</td>\n",
       "      <td>吸附色谱</td>\n",
       "      <td>离子交换色谱</td>\n",
       "      <td>分配色谱</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>生物膜的结构特点不包括____</td>\n",
       "      <td>膜的运动性</td>\n",
       "      <td>完全由脂质双层分子构成</td>\n",
       "      <td>膜的流动性与相变</td>\n",
       "      <td>膜上的蛋白和脂质存在相互的作用</td>\n",
       "      <td></td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>组成蛋白质的基本结构单位是____</td>\n",
       "      <td>氨基酸</td>\n",
       "      <td>葡萄糖酸</td>\n",
       "      <td>脂肪酸</td>\n",
       "      <td>核苷酸</td>\n",
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       "    </tr>\n",
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       "      <td>酶的辅助因子以外的部分</td>\n",
       "      <td>酶的无活性前体</td>\n",
       "      <td>一种酶一抑制剂复合物</td>\n",
       "      <td>一种需要辅助因子的酶，具备了酶蛋白、辅助因子各种成分</td>\n",
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       "  </tbody>\n",
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       "   id                         question                A            B  \\\n",
       "0   0  下列关于DNA的双螺旋二级结构稳定的因素，不正确的是____。  3 \" ，5 \" -磷酸二酯键   互补碱基对之间的氢键   \n",
       "1   1               分离鉴定氨基酸的纸色谱属于____。             亲和色谱         吸附色谱   \n",
       "2   2                  生物膜的结构特点不包括____            膜的运动性  完全由脂质双层分子构成   \n",
       "3   3                组成蛋白质的基本结构单位是____              氨基酸         葡萄糖酸   \n",
       "4   4                        全酶是指____。      酶的辅助因子以外的部分      酶的无活性前体   \n",
       "\n",
       "            C                           D answer explanation  \n",
       "0       碱基堆积力   磷酸基团上的负电荷与介质中的阳离子之间形成的离子键                     \n",
       "1      离子交换色谱                        分配色谱                     \n",
       "2    膜的流动性与相变             膜上的蛋白和脂质存在相互的作用                     \n",
       "3         脂肪酸                         核苷酸                     \n",
       "4  一种酶一抑制剂复合物  一种需要辅助因子的酶，具备了酶蛋白、辅助因子各种成分                     "
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import json\n",
    "\n",
    "# 读取Parquet文件\n",
    "file_path = \"/Users/wjc/Documents/学习手撕/ceval/0000 (1).parquet\"\n",
    "df = pd.read_parquet(file_path)\n",
    "\n",
    "# 将DataFrame转换为JSONL格式\n",
    "output_path = \"/Users/wjc/Documents/学习手撕/ceval/ceval_output1.jsonl\"\n",
    "\n",
    "# 逐行写入JSONL文件\n",
    "with open(output_path, 'w', encoding='utf-8') as f:\n",
    "    for _, row in df.iterrows():\n",
    "        # 将每行数据转换为字典，然后转为JSON字符串\n",
    "        json_str = json.dumps(row.to_dict(), ensure_ascii=False)\n",
    "        f.write(json_str + '\\n')\n",
    "\n",
    "print(f\"已将Parquet文件转换为JSONL格式，保存至: {output_path}\")\n",
    "\n",
    "# 显示前几行数据以验证\n",
    "df.head()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "已将Parquet文件转换为JSONL格式，保存至: /Users/wjc/Documents/学习手撕/ceval/basic_medicine.jsonl\n"
     ]
    },
    {
     "data": {
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       "      <th>answer</th>\n",
       "      <th>explanation</th>\n",
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       "  </thead>\n",
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       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>急性肝淤血的病理变化有____</td>\n",
       "      <td>肝细胞脂肪变性</td>\n",
       "      <td>肝小叶中央静脉和肝窦扩张</td>\n",
       "      <td>肝细胞胞质可见多个脂肪空泡</td>\n",
       "      <td>槟榔肝</td>\n",
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       "    </tr>\n",
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       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>下列哪种为恶性肿瘤____</td>\n",
       "      <td>纤维腺瘤</td>\n",
       "      <td>畸胎瘤</td>\n",
       "      <td>混合瘤</td>\n",
       "      <td>霍奇金病</td>\n",
       "      <td></td>\n",
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       "      <td>2</td>\n",
       "      <td>不涉及第二信使的细胞信息传递途径是____</td>\n",
       "      <td>PKA途径</td>\n",
       "      <td>PKC途径</td>\n",
       "      <td>PKC途径</td>\n",
       "      <td>TPK途径</td>\n",
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       "      <td>毛细血管</td>\n",
       "      <td>静脉瓣膜</td>\n",
       "      <td>动脉管壁</td>\n",
       "      <td>心瓣膜</td>\n",
       "      <td></td>\n",
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       "    </tr>\n",
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       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>Rb基因是一种____</td>\n",
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       "      <td>抑癌基因</td>\n",
       "      <td>病毒癌基因</td>\n",
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       "   id               question        A             B              C        D  \\\n",
       "0   0        急性肝淤血的病理变化有____  肝细胞脂肪变性  肝小叶中央静脉和肝窦扩张  肝细胞胞质可见多个脂肪空泡      槟榔肝   \n",
       "1   1          下列哪种为恶性肿瘤____     纤维腺瘤           畸胎瘤            混合瘤     霍奇金病   \n",
       "2   2  不涉及第二信使的细胞信息传递途径是____    PKA途径         PKC途径          PKC途径    TPK途径   \n",
       "3   3     白色血栓主要发生的组织部位是____     毛细血管          静脉瓣膜           动脉管壁      心瓣膜   \n",
       "4   4            Rb基因是一种____   细胞原癌基因          抑癌基因          病毒癌基因  操纵子调节基因   \n",
       "\n",
       "  answer explanation  \n",
       "0                     \n",
       "1                     \n",
       "2                     \n",
       "3                     \n",
       "4                     "
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import json\n",
    "\n",
    "# 读取Parquet文件\n",
    "file_path = \"/Users/wjc/Documents/学习手撕/ceval/basic_medicine.parquet\"\n",
    "df = pd.read_parquet(file_path)\n",
    "\n",
    "# 将DataFrame转换为JSONL格式\n",
    "output_path = \"/Users/wjc/Documents/学习手撕/ceval/basic_medicine.jsonl\"\n",
    "\n",
    "# 逐行写入JSONL文件\n",
    "with open(output_path, 'w', encoding='utf-8') as f:\n",
    "    for _, row in df.iterrows():\n",
    "        # 将每行数据转换为字典，然后转为JSON字符串\n",
    "        json_str = json.dumps(row.to_dict(), ensure_ascii=False)\n",
    "        f.write(json_str + '\\n')\n",
    "\n",
    "print(f\"已将Parquet文件转换为JSONL格式，保存至: {output_path}\")\n",
    "\n",
    "# 显示前几行数据以验证\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "已将Parquet文件转换为JSONL格式，保存至: /Users/wjc/Documents/学习手撕/ceval/clinical_medicine.jsonl\n"
     ]
    },
    {
     "data": {
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       "  </thead>\n",
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       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>梅毒的病原体是____</td>\n",
       "      <td>病毒</td>\n",
       "      <td>细菌</td>\n",
       "      <td>螺旋体</td>\n",
       "      <td>支原体</td>\n",
       "      <td></td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>临床确诊支气管扩张主要根据____</td>\n",
       "      <td>肺功能测定</td>\n",
       "      <td>HRCT(葛分辨率CT)</td>\n",
       "      <td>胸部X线照片</td>\n",
       "      <td>支气管造影</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
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       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>下列哪一项不符合支气管扩张的特点____</td>\n",
       "      <td>多发生于叶及段等大支气管</td>\n",
       "      <td>支气管壁的炎症损伤是主要发病基础</td>\n",
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       "      <th>3</th>\n",
       "      <td>3</td>\n",
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       "      <td>纵隔淋巴结</td>\n",
       "      <td>肠系膜淋巴结</td>\n",
       "      <td>腹膜后淋巴结</td>\n",
       "      <td>颈部淋巴结</td>\n",
       "      <td></td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>关于急性中毒，下列哪项说法是错误的____</td>\n",
       "      <td>皮肤黏膜樱桃红色可见于一氧化碳中毒</td>\n",
       "      <td>亚硝酸盐中毒多能产生高铁血红蛋白血症而出现发绀</td>\n",
       "      <td>氰化物中毒呼气有蒜臭味</td>\n",
       "      <td>铅中毒时口中可有金属味</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   id               question                  A                        B  \\\n",
       "0   0            梅毒的病原体是____                 病毒                       细菌   \n",
       "1   1      临床确诊支气管扩张主要根据____              肺功能测定             HRCT(葛分辨率CT)   \n",
       "2   2   下列哪一项不符合支气管扩张的特点____       多发生于叶及段等大支气管         支气管壁的炎症损伤是主要发病基础   \n",
       "3   3        非霍奇金淋巴瘤多发生于____              纵隔淋巴结                   肠系膜淋巴结   \n",
       "4   4  关于急性中毒，下列哪项说法是错误的____  皮肤黏膜樱桃红色可见于一氧化碳中毒  亚硝酸盐中毒多能产生高铁血红蛋白血症而出现发绀   \n",
       "\n",
       "             C            D answer explanation  \n",
       "0          螺旋体          支原体                     \n",
       "1       胸部X线照片        支气管造影                     \n",
       "2   肺脓肿为其常见并发症       可导致肺心病                     \n",
       "3       腹膜后淋巴结        颈部淋巴结                     \n",
       "4  氰化物中毒呼气有蒜臭味  铅中毒时口中可有金属味                     "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import json\n",
    "\n",
    "# 读取Parquet文件\n",
    "file_path = \"/Users/wjc/Documents/学习手撕/ceval/clinical_medicine.parquet\"\n",
    "df = pd.read_parquet(file_path)\n",
    "\n",
    "# 将DataFrame转换为JSONL格式\n",
    "output_path = \"/Users/wjc/Documents/学习手撕/ceval/clinical_medicine.jsonl\"\n",
    "\n",
    "# 逐行写入JSONL文件\n",
    "with open(output_path, 'w', encoding='utf-8') as f:\n",
    "    for _, row in df.iterrows():\n",
    "        # 将每行数据转换为字典，然后转为JSON字符串\n",
    "        json_str = json.dumps(row.to_dict(), ensure_ascii=False)\n",
    "        f.write(json_str + '\\n')\n",
    "\n",
    "print(f\"已将Parquet文件转换为JSONL格式，保存至: {output_path}\")\n",
    "\n",
    "# 显示前几行数据以验证\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "已将Parquet文件转换为JSONL格式，保存至: /Users/wjc/Documents/学习手撕/ceval/physician.jsonl\n"
     ]
    },
    {
     "data": {
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       "    .dataframe tbody tr th {\n",
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       "        text-align: right;\n",
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       "  </thead>\n",
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       "      <th>0</th>\n",
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       "      <td>按照抗菌药物药代动力学和药效动力学理论(PK/PD)，下列哪类属于浓度依赖性抗菌药物____</td>\n",
       "      <td>青霉素类</td>\n",
       "      <td>大环内酯类</td>\n",
       "      <td>碳青霉烯类</td>\n",
       "      <td>氟喹诺酮类</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>男性，20岁，发热起病3天后，自行缓解，高度乏力，腹胀，黄疸进行加深，病程第九天出现躁动，神...</td>\n",
       "      <td>急性黄疸型肝炎</td>\n",
       "      <td>急性重型肝炎</td>\n",
       "      <td>亚急性重型肝炎</td>\n",
       "      <td>慢性重型肝炎</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>2岁患儿，4天前发热，流涕、咳嗽，结膜充血，畏光，今晨发现耳后及颈部有淡红色斑丘疹，体温39...</td>\n",
       "      <td>风疹</td>\n",
       "      <td>幼儿急疹</td>\n",
       "      <td>麻疹</td>\n",
       "      <td>肠道病毒感染</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>75岁老人，跌倒手掌着地，致桡骨下端骨折，应如何处理____</td>\n",
       "      <td>切开复位内固定</td>\n",
       "      <td>闭合复位外固定支架固定</td>\n",
       "      <td>悬吊牵引</td>\n",
       "      <td>骨牵引</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>一名患者，脑损伤后6小时，意识清，头痛，下列哪项处理原则不可取____</td>\n",
       "      <td>意识清，故回家观察</td>\n",
       "      <td>观察意识，瞳孔，生命体征等变化</td>\n",
       "      <td>作头颅CT检查</td>\n",
       "      <td>对症处置</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   id                                           question          A  \\\n",
       "0   0     按照抗菌药物药代动力学和药效动力学理论(PK/PD)，下列哪类属于浓度依赖性抗菌药物____       青霉素类   \n",
       "1   1  男性，20岁，发热起病3天后，自行缓解，高度乏力，腹胀，黄疸进行加深，病程第九天出现躁动，神...    急性黄疸型肝炎   \n",
       "2   2  2岁患儿，4天前发热，流涕、咳嗽，结膜充血，畏光，今晨发现耳后及颈部有淡红色斑丘疹，体温39...         风疹   \n",
       "3   3                     75岁老人，跌倒手掌着地，致桡骨下端骨折，应如何处理____    切开复位内固定   \n",
       "4   4                一名患者，脑损伤后6小时，意识清，头痛，下列哪项处理原则不可取____  意识清，故回家观察   \n",
       "\n",
       "                 B        C       D answer explanation  \n",
       "0            大环内酯类    碳青霉烯类   氟喹诺酮类                     \n",
       "1           急性重型肝炎  亚急性重型肝炎  慢性重型肝炎                     \n",
       "2             幼儿急疹       麻疹  肠道病毒感染                     \n",
       "3      闭合复位外固定支架固定     悬吊牵引     骨牵引                     \n",
       "4  观察意识，瞳孔，生命体征等变化  作头颅CT检查    对症处置                     "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import json\n",
    "\n",
    "# 读取Parquet文件\n",
    "file_path = \"/Users/wjc/Documents/学习手撕/ceval/physician.parquet\"\n",
    "df = pd.read_parquet(file_path)\n",
    "\n",
    "# 将DataFrame转换为JSONL格式\n",
    "output_path = \"/Users/wjc/Documents/学习手撕/ceval/physician.jsonl\"\n",
    "\n",
    "# 逐行写入JSONL文件\n",
    "with open(output_path, 'w', encoding='utf-8') as f:\n",
    "    for _, row in df.iterrows():\n",
    "        # 将每行数据转换为字典，然后转为JSON字符串\n",
    "        json_str = json.dumps(row.to_dict(), ensure_ascii=False)\n",
    "        f.write(json_str + '\\n')\n",
    "\n",
    "print(f\"已将Parquet文件转换为JSONL格式，保存至: {output_path}\")\n",
    "\n",
    "# 显示前几行数据以验证\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "已将Parquet文件转换为JSONL格式，保存至: /Users/wjc/Documents/学习手撕/ceval/veterinary_medicine.jsonl\n"
     ]
    },
    {
     "data": {
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>question</th>\n",
       "      <th>A</th>\n",
       "      <th>B</th>\n",
       "      <th>C</th>\n",
       "      <th>D</th>\n",
       "      <th>answer</th>\n",
       "      <th>explanation</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>下列关于DNA的双螺旋二级结构稳定的因素，不正确的是____。</td>\n",
       "      <td>3 \" ，5 \" -磷酸二酯键</td>\n",
       "      <td>互补碱基对之间的氢键</td>\n",
       "      <td>碱基堆积力</td>\n",
       "      <td>磷酸基团上的负电荷与介质中的阳离子之间形成的离子键</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>分离鉴定氨基酸的纸色谱属于____。</td>\n",
       "      <td>亲和色谱</td>\n",
       "      <td>吸附色谱</td>\n",
       "      <td>离子交换色谱</td>\n",
       "      <td>分配色谱</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>生物膜的结构特点不包括____</td>\n",
       "      <td>膜的运动性</td>\n",
       "      <td>完全由脂质双层分子构成</td>\n",
       "      <td>膜的流动性与相变</td>\n",
       "      <td>膜上的蛋白和脂质存在相互的作用</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>组成蛋白质的基本结构单位是____</td>\n",
       "      <td>氨基酸</td>\n",
       "      <td>葡萄糖酸</td>\n",
       "      <td>脂肪酸</td>\n",
       "      <td>核苷酸</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>全酶是指____。</td>\n",
       "      <td>酶的辅助因子以外的部分</td>\n",
       "      <td>酶的无活性前体</td>\n",
       "      <td>一种酶一抑制剂复合物</td>\n",
       "      <td>一种需要辅助因子的酶，具备了酶蛋白、辅助因子各种成分</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   id                         question                A            B  \\\n",
       "0   0  下列关于DNA的双螺旋二级结构稳定的因素，不正确的是____。  3 \" ，5 \" -磷酸二酯键   互补碱基对之间的氢键   \n",
       "1   1               分离鉴定氨基酸的纸色谱属于____。             亲和色谱         吸附色谱   \n",
       "2   2                  生物膜的结构特点不包括____            膜的运动性  完全由脂质双层分子构成   \n",
       "3   3                组成蛋白质的基本结构单位是____              氨基酸         葡萄糖酸   \n",
       "4   4                        全酶是指____。      酶的辅助因子以外的部分      酶的无活性前体   \n",
       "\n",
       "            C                           D answer explanation  \n",
       "0       碱基堆积力   磷酸基团上的负电荷与介质中的阳离子之间形成的离子键                     \n",
       "1      离子交换色谱                        分配色谱                     \n",
       "2    膜的流动性与相变             膜上的蛋白和脂质存在相互的作用                     \n",
       "3         脂肪酸                         核苷酸                     \n",
       "4  一种酶一抑制剂复合物  一种需要辅助因子的酶，具备了酶蛋白、辅助因子各种成分                     "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import json\n",
    "\n",
    "# 读取Parquet文件\n",
    "file_path = \"/Users/wjc/Documents/学习手撕/ceval/veterinary_medicine.parquet\"\n",
    "df = pd.read_parquet(file_path)\n",
    "\n",
    "# 将DataFrame转换为JSONL格式\n",
    "output_path = \"/Users/wjc/Documents/学习手撕/ceval/veterinary_medicine.jsonl\"\n",
    "\n",
    "# 逐行写入JSONL文件\n",
    "with open(output_path, 'w', encoding='utf-8') as f:\n",
    "    for _, row in df.iterrows():\n",
    "        # 将每行数据转换为字典，然后转为JSON字符串\n",
    "        json_str = json.dumps(row.to_dict(), ensure_ascii=False)\n",
    "        f.write(json_str + '\\n')\n",
    "\n",
    "print(f\"已将Parquet文件转换为JSONL格式，保存至: {output_path}\")\n",
    "\n",
    "# 显示前几行数据以验证\n",
    "df.head()"
   ]
  }
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