example_useage_3.ipynb

{
 "cells": [
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": [
    "# Usage\n",
    "\n",
    "**LoginConfig** contains *username* and *password* which will be passed into **AccountValidation**\n",
    "\n",
    "**account_validation.get_raw_captcha_and_session_id()** gets byte of image and session id\n",
    "\n",
    "**account_validation.get_login_session_id** will validate captcha and get session id again\n",
    "\n",
    "**Now** you can get courses with session id and class parma\n",
    "\n"
   ],
   "id": "23c1b16421e0aa7b"
  },
  {
   "cell_type": "code",
   "id": "initial_id",
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2024-10-12T16:16:03.290302Z",
     "start_time": "2024-10-12T16:16:02.499177Z"
    }
   },
   "source": [
    "from data import Course\n",
    "from ouc_course_tool.core import TableFetcher, CourseFetcher, AccountValidation\n",
    "from ouc_course_tool.config import LoginConfig, CourseFetcherConfig, TableFetcherConfig\n",
    "from ouc_course_tool.data.courses import TableFetcherParams\n",
    "from test_config import ConfigOfTest\n",
    "\n",
    "from PIL import Image"
   ],
   "outputs": [],
   "execution_count": 1
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-10-12T16:16:28.308421Z",
     "start_time": "2024-10-12T16:16:28.299835Z"
    }
   },
   "cell_type": "code",
   "source": [
    "test_config = ConfigOfTest('./tests/test_resource/account_local.ini')\n",
    "\n",
    "login_config = LoginConfig(test_config.get_username(), test_config.get_password())\n",
    "# login_config.set_session_id('31FA679E258E1A061F68A40097D7BAEE')\n",
    "username = test_config.get_username()\n",
    "account_validation = AccountValidation(login_config)"
   ],
   "id": "45cf5210dab0601c",
   "outputs": [],
   "execution_count": 2
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-10-12T16:16:30.578371Z",
     "start_time": "2024-10-12T16:16:30.513464Z"
    }
   },
   "cell_type": "code",
   "source": [
    "captcha, session_id = account_validation.get_raw_captcha_and_session_id()\n",
    "with open('temp.png', \"wb\") as file:\n",
    "    file.write(captcha)\n",
    "    file.close()\n",
    "image = Image.open('temp.png')"
   ],
   "id": "47e6a5752fc08b27",
   "outputs": [],
   "execution_count": 3
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-10-12T16:17:02.600693Z",
     "start_time": "2024-10-12T16:17:02.540792Z"
    }
   },
   "cell_type": "code",
   "source": "session_id = account_validation.get_login_session_id('Bj8w', session_id)",
   "id": "78bbcaf34867a5b6",
   "outputs": [],
   "execution_count": 4
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-04T14:16:23.978078Z",
     "start_time": "2024-09-04T14:16:23.974645Z"
    }
   },
   "cell_type": "code",
   "source": [
    "# session_id = '31FA679E258E1A061F68A40097D7BAEE'\n",
    "# username = '[USERNAME]'"
   ],
   "id": "d9b52bfa61f3038b",
   "outputs": [],
   "execution_count": 3
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-10-12T16:17:10.469970Z",
     "start_time": "2024-10-12T16:17:09.674164Z"
    }
   },
   "cell_type": "code",
   "source": [
    "course_fetcher_config = CourseFetcherConfig(session_id=session_id)\n",
    "course_fetcher = CourseFetcher(config=course_fetcher_config)\n",
    "table_fetcher_config = TableFetcherConfig(session_id=session_id)\n",
    "table_fetcher = TableFetcher(table_fetcher_config)\n",
    "table_fetcher.set_search_param(TableFetcherParams(xh=username))\n",
    "\n",
    "selection_number_list = table_fetcher.get_selection_number_list()\n",
    "course_list = list(map(lambda selection_number: course_fetcher.get_course_by_selection_id(selection_number), selection_number_list))\n",
    "\n",
    "over_flow = 0\n",
    "for course in course_list:\n",
    "    n1, n2 = int(course.limit), int(course.selected_count)\n",
    "    print(course.course_name, str(n1) + \"/\" + str(n2), \"!!!!!! 超出人数\" + str(n2 - n1) if n1 < n2 else \"\")\n",
    "    over_flow += n2 - n1 if n1 < n2 else 0\n",
    "print('总计超出人数', over_flow)"
   ],
   "id": "231ccf24662d191f",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "毛泽东思想和中国特色社会主义理论体系概论 160/182 !!!!!! 超出人数22\n",
      "形势与政策-2024秋 200/163 \n",
      "体育(初级网球) 40/39 \n",
      "概率统计 120/65 \n",
      "围棋与中国文化 40/44 !!!!!! 超出人数4\n",
      "计算机系统基础 80/82 !!!!!! 超出人数2\n",
      "离散数学Ⅱ 60/59 \n",
      "机器人学导论 50/50 \n",
      "人工智能先导实践 50/72 !!!!!! 超出人数22\n",
      "总计超出人数 50\n"
     ]
    }
   ],
   "execution_count": 5
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-09-04T14:16:31.413613Z",
     "start_time": "2024-09-04T14:16:30.073295Z"
    }
   },
   "cell_type": "code",
   "source": [
    "from ouc_course_tool.util.draw_function import draw_course_table\n",
    "draw_course_table(course_list)"
   ],
   "id": "3ae28371a94fa79",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1000x700 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 5
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}