data_usage_demo_visualization.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "e739c58d-f173-459c-a99e-cad90be00d07",
   "metadata": {},
   "source": [
    "# 书籍数据应用demo：AI辅助理解、可视化"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "96ce9167-f475-44d0-b44a-32ed86b106a8",
   "metadata": {},
   "source": [
    "## 数据准备\n",
    "在这一部分，我们将加载之前保存的`data.json`文件，并将其转换为Python中的结构化对象以便后续使用。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "482bc8e6-5fe6-42e1-be80-12923002a961",
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "\n",
    "from model import json_to_book  # 导入数据转换函数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "3bf9e450-cabd-4389-85bd-1865752ef040",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 将JSON文件转换为Python对象Book\n",
    "book = json_to_book('data.json')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f462a2d3-11d8-49cd-bdbc-2cb09d719e96",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 获取第一章数据\n",
    "chapter_1 = book.chapters[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "e9b1853b-845d-4d2e-8d73-9909cd26aa9d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'资治通鉴第一卷(周纪)'"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 查看第一章的标题\n",
    "chapter_1.title"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d2ce324b-f863-4cc6-9d13-54e49bd13ac1",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 获取第一章的所有段落数据\n",
    "ch1_segs = chapter_1.segments"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "7cf314e8-2d30-4b68-9a81-c843c5e2f8fe",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'资治通鉴第一卷(周纪)（包含30小节）'"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 查看章节摘要\n",
    "f\"{chapter_1}\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "7d2b7abc-4b40-4e84-844b-d4dae3e5f5b4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "list"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 检查段落列表的类型\n",
    "type(ch1_segs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "92e0de25-30ee-475e-9b4d-6d23bb8db559",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 获取第一章的第一个时间段\n",
    "ch1_ts1 = ch1_segs[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "fd6f5892-8118-487d-9802-7019fffdeb9f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "model.TimeSegment"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 检查时间段对象的类型\n",
    "type(ch1_ts1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "93257592-9364-4444-ab17-70789c0285d9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "小节-起始时间 周威烈王二十三年（戊寅，公元前403年），包含 29 句\n"
     ]
    }
   ],
   "source": [
    "# 打印第一个时间段的详细信息\n",
    "print(ch1_ts1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "87d0c04e-5cd1-48d3-8e6e-6ab2ba907e7a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 获取第一个时间段的第一句\n",
    "ch1_ts1_s1 = ch1_ts1.sentences[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "9cc4618d-1f57-4c2f-bac3-ad2a19087f40",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "model.CmpStr"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 检查句子对象的类型\n",
    "type(ch1_ts1_s1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "cc6dca54-5844-4e80-89c0-95858a9c0058",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "CmpStr(original='[1]初命晋大夫魏斯、赵籍、韩虔为诸侯。', translated='[1]周威烈王姬午初次分封晋国大夫魏斯、赵籍、韩虔为诸侯国君。', line_num=8)"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 查看第一句的原文和翻译\n",
    "ch1_ts1_s1"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0c0b3e94-5190-49af-9fd2-d0120a965e3a",
   "metadata": {},
   "source": [
    "## AI辅助理解小节"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "30d55f90-90ab-4968-8fb2-422d5862c1c4",
   "metadata": {},
   "outputs": [],
   "source": [
    "# todo"
   ]
  }
 ],
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