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scripts/tools/extract_task_from_tutorial.py
Executable file
271
scripts/tools/extract_task_from_tutorial.py
Executable file
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#!/usr/bin/env python3
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# -*- coding: utf-8 -*-
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"""
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从教程信息快速生成任务定义
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用法:
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python scripts/tools/extract_task_from_tutorial.py
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"""
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import json
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import os
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import sys
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from pathlib import Path
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# 添加项目根目录到路径
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project_root = Path(__file__).parent.parent.parent
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sys.path.insert(0, str(project_root))
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from scripts.tools.init_task import init_task
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# 任务类别和难度映射
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CATEGORY_MAP = {
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"1": "basic_processing",
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"2": "peak_analysis",
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"3": "phase_identification",
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"4": "crystal_parameters",
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"5": "calibration",
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"6": "advanced_analysis",
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}
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DIFFICULTY_MAP = {
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"1": "easy",
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"2": "medium",
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"3": "hard",
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}
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# 常见任务模板
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TASK_TEMPLATES = {
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"basic_processing": {
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"open_file": "请打开桌面上的 {filename} 文件。",
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"smooth": "请打开桌面上的 {filename} 文件，进行平滑处理 (Smoothing)，然后将处理后的曲线导出为 ASCII (.txt) 文件并命名为 {output}。",
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"background": "请打开桌面上的 {filename} 文件，进行背景扣除 (Background Removal)，然后将处理后的曲线导出为 ASCII (.txt) 文件并命名为 {output}。",
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"export": "请打开桌面上的 {filename} 文件，将当前曲线导出为 ASCII (.txt) 文件并命名为 {output}。",
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},
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"peak_analysis": {
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"peak_search": "请打开桌面上的 {filename} 文件，进行寻峰操作 (Peak Search)，并导出寻峰结果文件 {output}。",
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"peak_separation": "请打开桌面上的 {filename} 文件，进行多峰分离操作 (Peak Separation)，并导出结果文件 {output}。",
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"peak_fitting": "请打开桌面上的 {filename} 文件，进行峰形拟合 (Peak Fitting)，并导出结果文件 {output}。",
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},
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"phase_identification": {
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"phase_search": "请打开桌面上的 {filename} 文件，进行物相检索 (Phase Search)，并导出检索结果文件 {output}。",
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"quantitative": "请打开桌面上的 {filename} 文件，进行物相定量分析 (Quantitative Analysis)，并导出结果文件 {output}。",
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},
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"crystal_parameters": {
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"lattice_constant": "请打开桌面上的 {filename} 文件，精确测定晶格常数 (Lattice Constant)，并导出结果文件 {output}。",
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"crystal_size": "请打开桌面上的 {filename} 文件，使用Scherrer公式计算晶粒大小 (Crystal Size)，并导出结果文件 {output}。",
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"stress": "请打开桌面上的 {filename} 文件，进行残余应力分析 (Stress Analysis)，并导出结果文件 {output}。",
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"crystallinity": "请打开桌面上的 {filename} 文件，计算结晶化度 (Crystallinity)，并导出结果文件 {output}。",
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},
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}
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def print_category_menu():
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"""打印类别菜单"""
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print("\n📚 任务类别:")
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print(" 1. basic_processing (基础处理)")
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print(" 2. peak_analysis (峰分析)")
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print(" 3. phase_identification (物相检索)")
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print(" 4. crystal_parameters (晶体参数)")
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print(" 5. calibration (校正)")
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print(" 6. advanced_analysis (高级分析)")
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def print_difficulty_menu():
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"""打印难度菜单"""
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print("\n📊 难度等级:")
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print(" 1. easy (简单，3-5步操作)")
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print(" 2. medium (中等，5-10步操作)")
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print(" 3. hard (困难，10+步操作)")
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def get_user_input():
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"""交互式获取用户输入"""
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print("=" * 60)
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print("🎯 从教程提取任务 - 快速生成工具")
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print("=" * 60)
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# 任务ID
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task_id = input("\n📝 任务ID (例如: peak_search_001): ").strip()
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if not task_id:
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print("❌ 任务ID不能为空")
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return None
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# 类别
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print_category_menu()
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category_choice = input("\n选择类别 (1-6): ").strip()
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category = CATEGORY_MAP.get(category_choice)
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if not category:
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print("❌ 无效的类别选择")
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return None
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# 难度
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print_difficulty_menu()
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difficulty_choice = input("\n选择难度 (1-3): ").strip()
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difficulty = DIFFICULTY_MAP.get(difficulty_choice)
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if not difficulty:
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print("❌ 无效的难度选择")
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return None
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# 输入文件
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print("\n📁 输入文件配置:")
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source_file = input(" 源文件路径 (相对于data/source/, 例如: DEMO01.MDI): ").strip()
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if not source_file:
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source_file = "DEMO01.MDI"
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# 输出文件
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print("\n📤 输出文件配置:")
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output_filename = input(" 输出文件名 (例如: result.txt): ").strip()
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if not output_filename:
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output_filename = "result.txt"
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# 任务类型（如果类别有模板）
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task_type = None
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if category in TASK_TEMPLATES:
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templates = TASK_TEMPLATES[category]
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print(f"\n📋 可用任务模板 ({category}):")
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for i, (key, template) in enumerate(templates.items(), 1):
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print(f" {i}. {key}")
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use_template = input("\n使用模板? (y/n, 默认n): ").strip().lower()
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if use_template == 'y':
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template_choice = input(f"选择模板 (1-{len(templates)}): ").strip()
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try:
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template_key = list(templates.keys())[int(template_choice) - 1]
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task_type = template_key
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except (ValueError, IndexError):
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print("⚠️ 无效的模板选择，将使用自定义指令")
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# 指令
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if task_type and category in TASK_TEMPLATES:
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# 使用模板
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template = TASK_TEMPLATES[category][task_type]
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instruction = template.format(
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filename=os.path.basename(source_file),
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output=output_filename
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)
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print(f"\n✅ 生成的指令 (模板): {instruction}")
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confirm = input("使用此指令? (y/n, 默认y): ").strip().lower()
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if confirm == 'n':
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instruction = input("\n📝 自定义指令: ").strip()
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else:
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# 自定义指令
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instruction = input("\n📝 任务指令 (中文描述): ").strip()
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if not instruction:
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print("❌ 指令不能为空")
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return None
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# 教程来源（可选）
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tutorial_source = input("\n📚 教程来源 (可选，例如: 教程(1)): ").strip()
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return {
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"task_id": task_id,
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"category": category,
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"difficulty": difficulty,
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"instruction": instruction,
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"source_file": source_file,
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"output_filename": output_filename,
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"tutorial_source": tutorial_source,
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}
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def create_task_from_info(info):
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"""根据信息创建任务"""
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task_id = info["task_id"]
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category = info["category"]
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difficulty = info["difficulty"]
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instruction = info["instruction"]
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# 构建源文件路径
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source_file = info["source_file"]
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if not os.path.isabs(source_file):
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# 相对路径，假设在 data/source/ 下
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source_file = f"../../data/source/{source_file}"
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# 构建VM路径
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filename = os.path.basename(source_file)
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inject_to = f"C:\\Users\\lzy\\Desktop\\{filename}"
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# 输出文件路径
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output_filename = info["output_filename"]
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collect_from = f"C:\\Users\\lzy\\Desktop\\{output_filename}"
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print(f"\n🚀 正在创建任务: {task_id}")
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print(f" 类别: {category}")
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print(f" 难度: {difficulty}")
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print(f" 源文件: {source_file}")
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print(f" 输出文件: {output_filename}")
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# 调用 init_task
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try:
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init_task(
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task_id=task_id,
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category=category,
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difficulty=difficulty,
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instruction=instruction,
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project_root=str(project_root)
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)
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# 更新 task.json
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task_json_path = project_root / "tasks" / task_id / "task.json"
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if task_json_path.exists():
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with open(task_json_path, 'r', encoding='utf-8') as f:
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task_config = json.load(f)
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# 更新输入输出配置
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task_config["input"] = {
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"source_file": source_file,
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"inject_to": inject_to
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}
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task_config["output"] = {
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"expected_file": output_filename,
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"collect_from": collect_from
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}
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# 添加教程来源（如果有）
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if info.get("tutorial_source"):
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task_config["tutorial_source"] = info["tutorial_source"]
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# 保存
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with open(task_json_path, 'w', encoding='utf-8') as f:
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json.dump(task_config, f, ensure_ascii=False, indent=2)
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print(f"\n✅ 任务创建成功!")
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print(f" 任务目录: tasks/{task_id}/")
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print(f" 配置文件: tasks/{task_id}/task.json")
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print(f"\n📝 下一步:")
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print(f" 1. 检查并完善 task.json")
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print(f" 2. 运行: python scripts/tools/collect_task.py {task_id} --mode full")
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return True
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else:
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print(f"❌ 任务目录创建失败: {task_json_path}")
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return False
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except Exception as e:
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print(f"❌ 创建任务时出错: {e}")
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import traceback
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traceback.print_exc()
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return False
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def main():
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"""主函数"""
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try:
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info = get_user_input()
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if info:
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create_task_from_info(info)
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else:
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print("\n❌ 任务创建取消")
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except KeyboardInterrupt:
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print("\n\n⚠️ 用户取消操作")
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except Exception as e:
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print(f"\n❌ 发生错误: {e}")
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import traceback
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traceback.print_exc()
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if __name__ == "__main__":
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main()
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