From fe0658ee85d7b7732bb55421c77380e757d39457 Mon Sep 17 00:00:00 2001 From: Chengjin Zhou Date: Wed, 8 Apr 2026 21:44:40 +0800 Subject: [PATCH] add querygen --- .../evaluation/datasets/querygen/README.md | 91 ++++ .../datasets/querygen/arxiv_querygen.py | 78 ++++ .../querygen/assets/images/ai_eval.png | Bin 0 -> 139640 bytes .../querygen/assets/images/auto_mode.png | Bin 0 -> 575508 bytes .../assets/images/initial_loading.png | Bin 0 -> 249946 bytes .../querygen/assets/images/webapp.png | Bin 0 -> 384616 bytes .../evaluation/datasets/querygen/config.py | 24 + .../datasets/querygen/data_manager.py | 44 ++ .../datasets/querygen/llm_service.py | 180 ++++++++ .../datasets/querygen/static/css/style.css | 39 ++ .../datasets/querygen/static/js/main.js | 431 ++++++++++++++++++ .../datasets/querygen/task_worker.py | 56 +++ .../datasets/querygen/templates/index.html | 132 ++++++ 13 files changed, 1075 insertions(+) create mode 100644 src/crux/evaluation/datasets/querygen/README.md create mode 100644 src/crux/evaluation/datasets/querygen/arxiv_querygen.py create mode 100644 src/crux/evaluation/datasets/querygen/assets/images/ai_eval.png create mode 100644 src/crux/evaluation/datasets/querygen/assets/images/auto_mode.png create mode 100644 src/crux/evaluation/datasets/querygen/assets/images/initial_loading.png create mode 100644 src/crux/evaluation/datasets/querygen/assets/images/webapp.png create mode 100644 src/crux/evaluation/datasets/querygen/config.py create mode 100644 src/crux/evaluation/datasets/querygen/data_manager.py create mode 100644 src/crux/evaluation/datasets/querygen/llm_service.py create mode 100644 src/crux/evaluation/datasets/querygen/static/css/style.css create mode 100644 src/crux/evaluation/datasets/querygen/static/js/main.js create mode 100644 src/crux/evaluation/datasets/querygen/task_worker.py create mode 100644 src/crux/evaluation/datasets/querygen/templates/index.html diff --git a/src/crux/evaluation/datasets/querygen/README.md b/src/crux/evaluation/datasets/querygen/README.md new file mode 100644 index 0000000..4e80177 --- /dev/null +++ b/src/crux/evaluation/datasets/querygen/README.md @@ -0,0 +1,91 @@ +# Paper QueryGen + +![Web前端展示](assets/images/webapp.png) + +一个基于 Flask 的本地网页小工具,用来辅助为学术检索系统(尤其是 Agentic RAG)生成查询评测数据。 + +平时看 arXiv 论文时,你可能需要积累一些 Benchmark 数据来测 RAG 系统。这玩意儿可以随机抽取你本地准备好的 arXiv Parquet 里的论文,让你通过点按钮的方式,**自动请求大模型为这篇论文生成几组用户视角的自然语言 Query**,然后直接存入 `research_queries.csv`。 + +核心就是解决“手动想 Query -> 跑大模型 -> 复制粘贴进 CSV”这个繁琐的流程,并且加了异步生成队列,可以直接“点击生成 -> 下一篇”,不用硬干等着。 + +## 必备要求 + +### 1. Parquet 数据格式 +脚本默认读取根目录或指定路径下的 `arxiv-metadata-oai-snapshot.parquet` 文件。 +你的 `.parquet` 文件中必须包含(或能够容错读取)以下列(因为代码前端渲染和组装 Prompt 需要): +- `id`: 文章的 arxiv id (例如 "2401.00001") +- `title`: 文章标题 +- `abstract`: 摘要 +- `authors`: 作者信息 +- `update_date`: 更新日期(或发表/创建日期) +- `categories`: 学术分类 (例如 "cs.CL") +- *(可选)* `journal-ref`, `doi`, `versions` 等信息也会显示在网页上。 + +### 2. config.json 配置文件 +在与脚本同级的目录下,必须新建一个 `config.json` 来放 LLM 的调用配置: +```json +{ + "LLM_API_KEY": "sk-xxxxxx", + "LLM_API_BASE": "https://api.openai.com/v1", + "LLM_MODEL": "gpt-4o" +} +``` + +## 如何使用 + +**前置要求:** 请确保你的本地环境安装了 **Python 3.8 或更高版本**(推荐 Python 3.9+)。 + +1. 创建并激活虚拟环境(推荐): + + **macOS / Linux:** + ```bash + python -m venv .venv + source .venv/bin/activate + ``` + + **Windows:** + ```bash + python -m venv .venv + .venv\Scripts\activate + ``` + +2. 装好依赖: + ```bash + pip install flask pandas requests + ``` +3. 把你的 `arxiv-metadata-oai-snapshot.parquet` 和 `config.json` 准备好。 +3. 运行: + ```bash + python arxiv_querygen.py + ``` +4. 浏览器打开 `http://127.0.0.1:5050` + +> **⏳ 首次打开加载提示** +> 当你第一次在浏览器中打开页面时,系统需要将庞大的 `.parquet` 数据集文件整个读入内存。 +> 这个过程通常需要等待几秒到几十秒不等(取决于你的 Parquet 文件大小和硬盘读写速度),期间页面会显示加载动画,请耐心等待第一篇论文内容刷新出来。 +> +> ![首次加载内存等待示意图](assets/images/initial_loading.png) + +程序包含**手动模式**和**自动模式**两种操作方式,满足不同的使用场景: + +### 手动模式(精确筛选) +适合需要人工审阅、精细控制生成质量的场景。 +- 点击 **“🎲 随机挑选一个”** 刷新下一篇文章。 +- 如果你不确定这篇论文是否适合用来生成 Query,可以点击 **“🔍 自动评估适用性”** 让大模型帮你快速判断。 + + ![AI 自动评估适用性效果展示](assets/images/ai_eval.png) + +- 认为合适后,点击 **“💻 自动生成并存入CSV”** 即可触发 LLM 请求,它会在后台排队处理。 + +### 自动模式(批量处理) +适合希望无人值守、快速批量积累 Benchmark 数据的场景。 +- 开启自动模式后,系统会自动在后台随机抽取论文。 +- 自动进行论文适用性评估,如果大模型判断适合,则自动发起 Query 生成并存入 CSV;如果不适合则自动跳过并处理下一篇。 +- **配置参数说明:** + - **生成目标数量**:你需要成功生成的 Query 组数(例如 50,系统会在成功生成 50 组后自动结束任务)。 + - **最大尝试倍率**:防止因大量论文不合格而导致的死循环抽样。系统最大抽样尝试次数为 `目标数量 × 该倍率`(例:目标50,倍率2,则最多抽取 100 篇论文,若仍未达到设定目标也会报错停止)。 + - **API错误最大重试**:遇到网络抖动或大模型 API 报错时,针对当前单次请求允许的最大重试次数。 + +![自动模式运行日志或界面展示](assets/images/auto_mode.png) + +无论是手动还是自动模式,页面下方都有队列提示悬浮窗,如果成功、报错或者网络出现状况,都会有小气泡提醒。 diff --git a/src/crux/evaluation/datasets/querygen/arxiv_querygen.py b/src/crux/evaluation/datasets/querygen/arxiv_querygen.py new file mode 100644 index 0000000..2b7924a --- /dev/null +++ b/src/crux/evaluation/datasets/querygen/arxiv_querygen.py @@ -0,0 +1,78 @@ +import os +import json +from flask import Flask, jsonify, render_template, request + +from config import get_llm_config +from data_manager import get_random_record +from llm_service import is_paper_suitable_for_query +from task_worker import start_worker, add_task, get_status + +class ArxivJSONEncoder(json.JSONEncoder): + def default(self, obj): + import numpy as np + import pandas as pd + if isinstance(obj, np.integer): return int(obj) + if isinstance(obj, np.floating): return float(obj) + if isinstance(obj, np.ndarray): return obj.tolist() + if pd.isna(obj): return None + return super().default(obj) + +app = Flask(__name__) + +try: + from flask.json.provider import DefaultJSONProvider + class CustomJSONProvider(DefaultJSONProvider): + def default(self, obj): + import numpy as np + import pandas as pd + if isinstance(obj, np.integer): return int(obj) + if isinstance(obj, np.floating): return float(obj) + if isinstance(obj, np.ndarray): return obj.tolist() + if pd.isna(obj): return None + return super().default(obj) + app.json = CustomJSONProvider(app) +except ImportError: + app.json_encoder = ArxivJSONEncoder + +@app.route('/') +def index(): + return render_template('index.html') + +@app.route('/api/evaluate_paper', methods=['POST']) +def evaluate_paper(): + try: + data = request.get_json() + print(f"\n[LLM 手动评估] 正在验证论文的适用性: 《{data.get('title')}》") + is_suitable, reason = is_paper_suitable_for_query(data) + print(f"[LLM 手动评估] 结果: {'✅ 适合' if is_suitable else '❌ 不适合'} | 原因: {reason}\n") + return jsonify({"suitable": is_suitable, "reason": reason}) + except Exception as e: + return jsonify({"error": str(e)}), 500 + +@app.route('/api/random') +def get_random(): + try: + return jsonify(get_random_record()) + except Exception as e: + return jsonify({"error": str(e)}), 500 + +@app.route('/api/generate_and_save', methods=['POST']) +def generate_and_save(): + try: + data = request.get_json() + prompt = data.get('prompt') + title = data.get('title', '未知论文') + if not prompt: return jsonify({"error": "Prompt is empty"}), 400 + q_size = add_task(prompt, title) + short_title = title if len(title) <= 20 else title[:20] + "..." + return jsonify({"message": f"《{short_title}》已入队 (排队: {q_size})"}), 200 + except Exception as e: + return jsonify({"error": str(e)}), 500 + +@app.route('/api/poll_results') +def poll_results(): + return jsonify(get_status()) + +if __name__ == '__main__': + start_worker() + app.run(debug=False, use_reloader=False, port=5050) diff --git a/src/crux/evaluation/datasets/querygen/assets/images/ai_eval.png b/src/crux/evaluation/datasets/querygen/assets/images/ai_eval.png new file mode 100644 index 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