├── .gitignore ├── Caddyfile ├── Dockerfile ├── LICENSE ├── README.md ├── account.png ├── backend ├── app.py └── requirements.txt ├── card.png ├── demo.png ├── docker-compose.yml ├── frontend ├── index.html ├── package.json ├── postcss.config.cjs ├── src │ ├── App.vue │ ├── components │ │ ├── ConfigForm.vue │ │ ├── ConsumptionReport.vue │ │ ├── EatingTimeHeatmap.vue │ │ ├── LocationAnalysis.vue │ │ ├── TransactionCard.vue │ │ └── UnusualTransactions.vue │ ├── index.css │ ├── main.js │ └── services │ │ └── cardApi.js ├── tailwind.config.cjs └── vite.config.js ├── hallticket.png ├── main.py └── start.sh /.gitignore: -------------------------------------------------------------------------------- 1 | # User data 2 | config.json 3 | result.png 4 | 5 | # Byte-compiled / optimized / DLL files 6 | __pycache__/ 7 | *.py[cod] 8 | *$py.class 9 | 10 | # C extensions 11 | *.so 12 | 13 | # Distribution / packaging 14 | .Python 15 | build/ 16 | develop-eggs/ 17 | dist/ 18 | downloads/ 19 | eggs/ 20 | .eggs/ 21 | lib/ 22 | lib64/ 23 | parts/ 24 | sdist/ 25 | var/ 26 | wheels/ 27 | share/python-wheels/ 28 | *.egg-info/ 29 | .installed.cfg 30 | *.egg 31 | MANIFEST 32 | 33 | # PyInstaller 34 | # Usually these files are written by a python script from a template 35 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 36 | *.manifest 37 | *.spec 38 | 39 | # Installer logs 40 | pip-log.txt 41 | pip-delete-this-directory.txt 42 | 43 | # Unit test / coverage reports 44 | htmlcov/ 45 | .tox/ 46 | .nox/ 47 | .coverage 48 | .coverage.* 49 | .cache 50 | nosetests.xml 51 | coverage.xml 52 | *.cover 53 | *.py,cover 54 | .hypothesis/ 55 | .pytest_cache/ 56 | cover/ 57 | 58 | # Translations 59 | *.mo 60 | *.pot 61 | 62 | # Django stuff: 63 | *.log 64 | local_settings.py 65 | db.sqlite3 66 | db.sqlite3-journal 67 | 68 | # Flask stuff: 69 | instance/ 70 | .webassets-cache 71 | 72 | # Scrapy stuff: 73 | .scrapy 74 | 75 | # Sphinx documentation 76 | docs/_build/ 77 | 78 | # PyBuilder 79 | .pybuilder/ 80 | target/ 81 | 82 | # Jupyter Notebook 83 | .ipynb_checkpoints 84 | 85 | # IPython 86 | profile_default/ 87 | ipython_config.py 88 | 89 | # pyenv 90 | # For a library or package, you might want to ignore these files since the code is 91 | # intended to run in multiple environments; otherwise, check them in: 92 | # .python-version 93 | 94 | # pipenv 95 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 96 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 97 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 98 | # install all needed dependencies. 99 | #Pipfile.lock 100 | 101 | # UV 102 | # Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control. 103 | # This is especially recommended for binary packages to ensure reproducibility, and is more 104 | # commonly ignored for libraries. 105 | #uv.lock 106 | 107 | # poetry 108 | # Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. 109 | # This is especially recommended for binary packages to ensure reproducibility, and is more 110 | # commonly ignored for libraries. 111 | # https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control 112 | #poetry.lock 113 | 114 | # pdm 115 | # Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. 116 | #pdm.lock 117 | # pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it 118 | # in version control. 119 | # https://pdm.fming.dev/latest/usage/project/#working-with-version-control 120 | .pdm.toml 121 | .pdm-python 122 | .pdm-build/ 123 | 124 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm 125 | __pypackages__/ 126 | 127 | # Celery stuff 128 | celerybeat-schedule 129 | celerybeat.pid 130 | 131 | # SageMath parsed files 132 | *.sage.py 133 | 134 | # Environments 135 | .env 136 | .venv 137 | env/ 138 | venv/ 139 | ENV/ 140 | env.bak/ 141 | venv.bak/ 142 | 143 | # Spyder project settings 144 | .spyderproject 145 | .spyproject 146 | 147 | # Rope project settings 148 | .ropeproject 149 | 150 | # mkdocs documentation 151 | /site 152 | 153 | # mypy 154 | .mypy_cache/ 155 | .dmypy.json 156 | dmypy.json 157 | 158 | # Pyre type checker 159 | .pyre/ 160 | 161 | # pytype static type analyzer 162 | .pytype/ 163 | 164 | # Cython debug symbols 165 | cython_debug/ 166 | 167 | # PyCharm 168 | # JetBrains specific template is maintained in a separate JetBrains.gitignore that can 169 | # be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore 170 | # and can be added to the global gitignore or merged into this file. For a more nuclear 171 | # option (not recommended) you can uncomment the following to ignore the entire idea folder. 172 | .idea/ 173 | 174 | # PyPI configuration file 175 | .pypirc 176 | -------------------------------------------------------------------------------- /Caddyfile: -------------------------------------------------------------------------------- 1 | :80 { 2 | # Enable logging 3 | log { 4 | format console 5 | level DEBUG 6 | } 7 | 8 | # Serve static files 9 | handle { 10 | root * /app/frontend/dist 11 | try_files {path} /index.html 12 | file_server 13 | } 14 | 15 | # Proxy /api requests to the Flask backend 16 | handle /api/* { 17 | reverse_proxy localhost:5000 18 | } 19 | } -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- 1 | # Build stage for Vue frontend 2 | FROM hub.geekery.cn/library/node:18 AS frontend-build 3 | WORKDIR /app/frontend 4 | COPY frontend/package.json . 5 | RUN npm config set registry https://registry.npmmirror.com 6 | RUN npm install 7 | COPY frontend/postcss.config.cjs . 8 | COPY frontend/tailwind.config.cjs . 9 | COPY frontend/src ./src 10 | COPY frontend/index.html . 11 | COPY frontend/vite.config.js . 12 | RUN npm run build 13 | 14 | # Final stage 15 | FROM hub.geekery.cn/library/python:3.9-slim 16 | WORKDIR /app 17 | # Setup backend 18 | COPY backend/requirements.txt . 19 | RUN pip install -r requirements.txt 20 | 21 | # Install system dependencies for matplotlib 22 | RUN apt-get update && \ 23 | apt-get install -y \ 24 | debian-keyring \ 25 | debian-archive-keyring \ 26 | apt-transport-https \ 27 | curl \ 28 | python3-tk \ 29 | libfreetype6-dev \ 30 | libpng-dev \ 31 | && curl -1sLf 'https://dl.cloudsmith.io/public/caddy/stable/gpg.key' | gpg --dearmor -o /usr/share/keyrings/caddy-stable-archive-keyring.gpg \ 32 | && curl -1sLf 'https://dl.cloudsmith.io/public/caddy/stable/debian.deb.txt' | tee /etc/apt/sources.list.d/caddy-stable.list \ 33 | && apt-get update \ 34 | && apt-get install -y caddy \ 35 | && rm -rf /var/lib/apt/lists/* 36 | 37 | # Create directory for frontend files 38 | RUN mkdir -p /app/frontend/dist 39 | 40 | # Copy frontend build 41 | COPY --from=frontend-build /app/frontend/dist /app/frontend/dist 42 | 43 | 44 | 45 | COPY backend /app/backend 46 | COPY Caddyfile /etc/caddy/Caddyfile 47 | COPY start.sh /app/start.sh 48 | RUN chmod +x /app/start.sh 49 | 50 | EXPOSE 80 51 | 52 | CMD ["/app/start.sh"] -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Attribution-NonCommercial-ShareAlike 4.0 International 2 | 3 | ======================================================================= 4 | 5 | Creative Commons Corporation ("Creative Commons") is not a law firm and 6 | does not provide legal services or legal advice. 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For 434 | the avoidance of doubt, this paragraph does not form part of the 435 | public licenses. 436 | 437 | Creative Commons may be contacted at creativecommons.org. 438 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # PKU-Annual-Eat 2 | 3 | 一年过去了,你在白鲸食堂里花的钱都花在哪儿了? 4 | 5 | ## 项目简介 6 | 7 | > 项目的 idea 来源于 [Rose-max111](https://github.com/Rose-max111)。 8 | 9 | 本项目是一个用于统计白鲸大学学生校园卡消费情况的脚本。通过模拟登录大学校园卡网站,获取学生的校园卡消费记录,并通过数据可视化的方式展示。 10 | 11 | 本项目fork自[THU-Annual-Eat](https://github.com/leverimmy/THU-Annual-Eat),感谢原作者的贡献。 12 | 13 |  14 | 15 | ## 使用方法 16 | 17 | ### 0. 获取account和hallticket 18 | 19 | 首先,登录校园卡账号后,在[白鲸大学校园卡网站](https://card.pku.edu.cn/user/user)获取你的`account`和`hallticket`。方法如下: 20 | 21 |  22 | 23 | 点击`账号管理`,在弹出的页面中找到`账号`,复制其值。 24 | 25 |  26 | 27 | `F12` 打开开发者工具,切换到`Network`标签页,然后`Ctrl+R`刷新页面,找到 `GetCardInfoByAccountNoParm` 这个请求,进入`Cookies`选项卡,复制其中`hallticket`字段的**value**,后面会用到。 28 | 29 |  30 | 31 | ### 1. 安装依赖 32 | 33 | 本项目依赖于 `requests`、`matplotlib`,请确保你的 Python 环境中已经安装了这些库。 34 | 35 | ```bash 36 | pip install requests matplotlib 37 | ``` 38 | 39 | ### 2. 运行脚本 40 | 41 | ```bash 42 | python main.py 43 | ``` 44 | 45 | 首次运行时,请输入你的`account`和`hallticket`,会自动保存在 `config.json` 文件中。 46 | 47 | ### 3.(可选)修改配置 48 | 49 | 如果你想修改`account`或者`hallticket`,可以直接修改 `config.json` 文件。 50 | 51 | ```json 52 | { 53 | "account": "你的account", 54 | "hallticket": "你的hallticket" 55 | } 56 | ``` 57 | 58 | ## LICENSE 59 | 60 | 除非另有说明,本仓库的内容采用 [CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/) 许可协议。在遵守许可协议的前提下,您可以自由地分享、修改本文档的内容,但不得用于商业目的。 61 | 62 | 如果您认为文档的部分内容侵犯了您的合法权益,请联系项目维护者,我们会尽快删除相关内容。 63 | -------------------------------------------------------------------------------- /account.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zhuohaoyu/PKU-Annual-Eat/a83edcdcefe9f5dcfb3f546a062177f473402ec0/account.png -------------------------------------------------------------------------------- /backend/app.py: -------------------------------------------------------------------------------- 1 | from flask import Flask, request, jsonify 2 | from flask_cors import CORS 3 | import json 4 | import requests 5 | from datetime import datetime 6 | import matplotlib.pyplot as plt 7 | import io 8 | import base64 9 | app = Flask(__name__) 10 | CORS(app) 11 | 12 | def analyze_special_transactions(transactions): 13 | # Filter dining transactions (negative amounts) 14 | dining_transactions = [t for t in transactions if t["TRANAMT"] < 0] 15 | 16 | # Early birds (5:00-7:00) 17 | early_birds = [t for t in dining_transactions if 5 <= datetime.strptime(t["OCCTIME"], "%Y-%m-%d %H:%M:%S").hour < 7] 18 | early_birds.sort(key=lambda x: datetime.strptime(x["OCCTIME"], "%Y-%m-%d %H:%M:%S")) 19 | 20 | # Night owls (21:00-23:59) 21 | night_owls = [t for t in dining_transactions if datetime.strptime(t["OCCTIME"], "%Y-%m-%d %H:%M:%S").hour >= 21] 22 | night_owls.sort(key=lambda x: datetime.strptime(x["OCCTIME"], "%Y-%m-%d %H:%M:%S"), reverse=True) 23 | 24 | # Big spenders (top 5 largest transactions) 25 | big_spenders = sorted(dining_transactions, key=lambda x: abs(x["TRANAMT"]), reverse=True) 26 | 27 | return { 28 | "early_birds": early_birds[:5], 29 | "night_owls": night_owls[:5], 30 | "big_spenders": big_spenders[:5] 31 | } 32 | 33 | @app.route('/api/report', methods=['POST']) 34 | def generate_report(): 35 | try: 36 | data = request.json 37 | account = data.get('account') 38 | hallticket = data.get('hallticket') 39 | session_id = data.get('sessionId') 40 | sdate = data.get('sdate') 41 | edate = data.get('edate') 42 | 43 | if not all([account, hallticket, session_id, sdate, edate]): 44 | logger.error("Missing required parameters") 45 | return jsonify({'error': '请提供完整的信息'}), 400 46 | 47 | # Call campus card API with all headers 48 | url = "https://card.pku.edu.cn/Report/GetPersonTrjn" 49 | headers = { 50 | 'Accept': 'application/json, text/javascript, */*; q=0.01', 51 | 'Accept-Language': 'zh-CN,zh;q=0.9,en;q=0.8,zh-TW;q=0.7,ja;q=0.6', 52 | 'Connection': 'keep-alive', 53 | 'Content-Type': 'application/x-www-form-urlencoded; charset=UTF-8', 54 | 'Origin': 'https://card.pku.edu.cn', 55 | 'Referer': 'https://card.pku.edu.cn/Page/Page', 56 | 'Sec-Fetch-Dest': 'empty', 57 | 'Sec-Fetch-Mode': 'cors', 58 | 'Sec-Fetch-Site': 'same-origin', 59 | 'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/126.0.0.0 Safari/537.36', 60 | 'X-Requested-With': 'XMLHttpRequest', 61 | 'sec-ch-ua': '"Not/A)Brand";v="8", "Chromium";v="126", "Google Chrome";v="126"', 62 | 'sec-ch-ua-mobile': '?0', 63 | 'sec-ch-ua-platform': '"macOS"' 64 | } 65 | 66 | cookies = { 67 | "hallticket": hallticket, 68 | "ASP.NET_SessionId": session_id 69 | } 70 | 71 | post_data = { 72 | "sdate": sdate, 73 | "edate": edate, 74 | "account": account, 75 | "page": "1", 76 | "rows": "9000", 77 | } 78 | 79 | response = requests.post(url, headers=headers, cookies=cookies, data=post_data) 80 | 81 | if not response.ok: 82 | return jsonify({'error': '获取数据失败'}), 400 83 | 84 | data = response.json() 85 | if not data.get('rows'): 86 | return jsonify({'error': '未找到交易记录'}), 404 87 | 88 | transactions = data["rows"] 89 | 90 | # Filter dining transactions 91 | dining_transactions = [t for t in transactions if float(t["TRANAMT"]) < 0] 92 | 93 | # Calculate consumption by location 94 | all_data = {} 95 | for item in dining_transactions: 96 | try: 97 | merc_name = item["MERCNAME"].strip() 98 | if merc_name in all_data: 99 | all_data[merc_name] += abs(float(item["TRANAMT"])) 100 | else: 101 | all_data[merc_name] = abs(float(item["TRANAMT"])) 102 | except Exception: 103 | continue 104 | 105 | all_data = {k: round(v, 2) for k, v in all_data.items()} 106 | 107 | # Generate summary 108 | summary = { 109 | "total_categories": len(all_data), 110 | "total_transactions": len(dining_transactions), 111 | "total_amount": round(sum(all_data.values()), 2) 112 | } 113 | 114 | # Analyze special transactions 115 | special_transactions = analyze_special_transactions(transactions) 116 | 117 | return jsonify({ 118 | 'summary': summary, 119 | 'consumption_data': all_data, 120 | 'transactions': dining_transactions, 121 | 'special_transactions': special_transactions 122 | }) 123 | 124 | except Exception as e: 125 | return jsonify({'error': str(e)}), 500 126 | 127 | if __name__ == '__main__': 128 | app.run(debug=True) -------------------------------------------------------------------------------- /backend/requirements.txt: -------------------------------------------------------------------------------- 1 | flask==3.0.0 2 | flask-cors==4.0.0 3 | requests==2.31.0 4 | matplotlib==3.8.2 -------------------------------------------------------------------------------- /card.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zhuohaoyu/PKU-Annual-Eat/a83edcdcefe9f5dcfb3f546a062177f473402ec0/card.png -------------------------------------------------------------------------------- /demo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zhuohaoyu/PKU-Annual-Eat/a83edcdcefe9f5dcfb3f546a062177f473402ec0/demo.png -------------------------------------------------------------------------------- /docker-compose.yml: -------------------------------------------------------------------------------- 1 | version: '3.8' 2 | services: 3 | web: 4 | build: . 5 | ports: 6 | - "2380:80" 7 | volumes: 8 | - ./backend:/app/backend 9 | environment: 10 | - FLASK_ENV=development -------------------------------------------------------------------------------- /frontend/index.html: -------------------------------------------------------------------------------- 1 | 2 | 3 |
4 | 5 | 6 |9 | 输入你的账号信息,获取专属消费报告 10 |
11 |1. 按 F12 打开开发者工具,切换到 Network 标签页
41 |2. 刷新页面,找到GetCardInfoByAccountNoParm或任意XHR类型的请求
42 |3. 在 Cookies 选项卡中复制 hallticket 字段的值
43 |1. 在同一个请求的 Cookie 中
53 |2. 找到并复制 ASP.NET_SessionId 的值
54 |1. 在校园卡网站,按 F12 (Mac用户按 Command + Option + I) 打开开发者工具
92 |2. 点击顶部的 "Network" 标签
93 |3. 刷新页面(Windows 按 F5,Mac 按 Command + R)
94 |4. 在网络请求列表中找到任意一个请求
95 |5. 点击请求,查看右侧 "Headers" 或 "标头" 中的 Cookie
96 |6. 找到并复制 hallticket 的值(一串字母和数字)
97 |7. 找到并复制 ASP.NET_SessionId 的值(一串字母和数字)
98 |1. 打开 Safari 的偏好设置(Command + ,)
110 |2. 切换到"高级"标签页
111 |3. 勾选底部的"在菜单栏中显示开发菜单"
112 |4. 关闭偏好设置
113 |5. 点击顶部菜单栏的"开发" → "显示网页检查器"(或按 Command + Option + I)
114 |6. 点击顶部的 "Network" 标签
115 |7. 刷新页面(Command + R)
116 |8. 在请求列表中点击任意请求
117 |9. 在右侧面板中找到 "Headers" → "Request Headers" → "Cookie"
118 |10. 找到并复制 hallticket 的值(一串字母和数字)
119 |11. 找到并复制 ASP.NET_SessionId 的值(一串字母和数字)
120 |💡 小贴士:
127 |{{ formatDateRange() }}
9 |年度总消费
21 |22 | ¥{{ reportData.summary.total_amount.toFixed(1) }} 23 |
24 |打卡次数
42 |43 | {{ reportData.summary.total_transactions }}次 44 |
45 |46 | 日均 {{ getAveragePerDay().toFixed(1) }}次 47 |
48 |平均消费
60 |61 | ¥{{ getAveragePerMeal().toFixed(1) }} 62 |
63 |64 | 每次消费 65 |
66 |探索窗口
78 |79 | {{ reportData.summary.total_categories }}个 80 |
81 |82 | {{ getExplorerText() }} 83 |
84 |{{ getLocationText() }}
143 |这些时刻,值得被记住
175 |193 | 197 | 200 | Google Scholar 201 | 202 |
203 |