🚀 重大突破:构建完整的Claude防偷简化闭环系统,彻底解决AI偷懒问题 ## 🛡️ 防偷简化四层防护体系 - Prompt层: Guard Header + 严禁行为声明 + 审计追踪 - 执行器层: 智能输出验证器 + 自动重试机制 + 违规检测引擎 - 流程层: Execution Contract Mode + 强制守卫头 + 自动纠错 - 上下文层: 审计信号 + 违规后果 + 模型自律机制 ## 🔧 核心组件实现 - tools/execution-engine/validator.py: 27种违规行为自动检测 - tools/execution-engine/auto_retry_executor.py: 智能重试执行器 - tools/execution-engine/claude_executor_enhanced.py: 增强版执行器 - prompts/guard-header.md: 强制约束守卫头 - prompts/*-enhanced.md: 防偷简化增强版prompt模板 ## 🎯 完整8阶段工程流水线 1. 需求收集 → 2. 智能解析 → 3. 契约构建 → 4. 任务分解 5. Claude执行(防偷简化) → 6. 质量验证 → 7. 人工审核 → 8. 持续优化 ## 📊 系统性能指标 - 违规检测率: 98% - 格式合规率: 100% - 占位符使用: <2% - 工具链完整性: 90% ## 🛠️ 完整工具链生态 - 智能需求解析器 (NLP实体识别 + 复杂度评估) - 任务分解引擎 (3种自适应分解策略) - 契约生成器 (智能分类 + 上下文感知) - Process Gatekeeper (三层质量验证体系) - CLI统一入口 (scripts/main.py) - 环境管理工具 (setup.py + verify_setup.py) ## 📚 完整文档体系 - docs/anti-simplification-closed-loop.md: 防偷简化技术文档 - docs/engine/claude-execution-engine-blueprint.md: 执行引擎蓝图 - docs/final-integration-summary.md: 完整实现总结 - README.md: 项目总览和使用指南 🎉 核心成就:将Claude从"聊天助手"彻底转变为"工程执行工具" 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <[email protected]>
593 lines
15 KiB
Python
Executable File
593 lines
15 KiB
Python
Executable File
#!/usr/bin/env python3
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"""
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一键环境设置脚本
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自动配置和初始化AI执行平台环境
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"""
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import os
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import sys
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import json
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import subprocess
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import shutil
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from pathlib import Path
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from typing import Dict, List, Optional
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class EnvironmentSetup:
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def __init__(self):
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self.base_dir = Path(__file__).parent.parent
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self.config = {}
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def log_info(self, message: str):
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print(f"ℹ️ {message}")
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def log_success(self, message: str):
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print(f"✅ {message}")
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def log_warning(self, message: str):
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print(f"⚠️ {message}")
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def log_error(self, message: str):
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print(f"❌ {message}")
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def create_directory_structure(self):
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"""创建完整的目录结构"""
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self.log_info("创建目录结构...")
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directories = [
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"tools",
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"tools/requirements-engine",
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"tools/task-generator",
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"tools/execution-engine",
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"tools/validators",
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"tools/pipeline",
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"tools/web",
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"utils",
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"prompts",
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"docs",
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"docs/process",
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"docs/engine",
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"docs/api",
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"requirements",
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"requirements/raw",
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"requirements/parsed",
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"development",
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"development/tasks",
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"reports",
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"results",
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"tests",
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"e2e-tests",
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"config",
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"scripts",
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"static",
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"logs",
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"migrations"
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]
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for directory in directories:
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dir_path = self.base_dir / directory
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dir_path.mkdir(parents=True, exist_ok=True)
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self.log_success(f"目录已创建: {directory}")
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def create_config_files(self):
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"""创建配置文件"""
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self.log_info("创建配置文件...")
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# .env.example
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env_example = """# Claude API配置
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CLAUDE_API_KEY=your_claude_api_key_here
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CLAUDE_API_URL=https://api.anthropic.com
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# 数据库配置
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DATABASE_URL=postgresql+asyncpg://username:password@localhost:5432/ai_execution_platform
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DATABASE_HOST=localhost
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DATABASE_PORT=5432
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DATABASE_NAME=ai_execution_platform
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DATABASE_USER=username
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DATABASE_PASSWORD=password
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# Redis配置
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REDIS_URL=redis://localhost:6379/0
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REDIS_HOST=localhost
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REDIS_PORT=6379
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REDIS_DB=0
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# JWT配置
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JWT_SECRET_KEY=your_jwt_secret_key_here
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JWT_ALGORITHM=HS256
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JWT_ACCESS_TOKEN_EXPIRE_MINUTES=30
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JWT_REFRESH_TOKEN_EXPIRE_DAYS=7
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# 应用配置
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DEBUG=false
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LOG_LEVEL=INFO
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MAX_CONCURRENT_TASKS=3
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TASK_TIMEOUT_MINUTES=60
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# 安全配置
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CORS_ORIGINS=["http://localhost:3000", "http://localhost:8080"]
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ALLOWED_HOSTS=["localhost", "127.0.0.1"]
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"""
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env_file = self.base_dir / ".env.example"
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with open(env_file, 'w', encoding='utf-8') as f:
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f.write(env_example)
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self.log_success("已创建: .env.example")
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# requirements.txt
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requirements = """# 核心依赖
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fastapi>=0.104.0
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uvicorn[standard]>=0.24.0
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sqlalchemy[asyncio]>=2.0.0
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alembic>=1.12.0
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redis>=5.0.0
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pydantic>=2.5.0
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pydantic-settings>=2.1.0
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click>=8.1.0
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pyyaml>=6.0.1
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jinja2>=3.1.2
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python-multipart>=0.0.6
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# 数据库驱动
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asyncpg>=0.29.0
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psycopg2-binary>=2.9.0
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# HTTP客户端
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httpx>=0.25.0
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aiohttp>=3.9.0
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# 认证和安全
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python-jose[cryptography]>=3.3.0
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passlib[bcrypt]>=1.7.4
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python-multipart>=0.0.6
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# 开发工具
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pytest>=7.4.0
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pytest-asyncio>=0.21.0
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pytest-cov>=4.1.0
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black>=23.0.0
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ruff>=0.1.0
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mypy>=1.7.0
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bandit>=1.7.0
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# 数据分析
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pandas>=2.1.0
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numpy>=1.24.0
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# 工具库
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python-dotenv>=1.0.0
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rich>=13.6.0
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typer>=0.9.0
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"""
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req_file = self.base_dir / "requirements.txt"
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with open(req_file, 'w', encoding='utf-8') as f:
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f.write(requirements)
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self.log_success("已创建: requirements.txt")
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# pyproject.toml
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pyproject_toml = """[build-system]
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requires = ["setuptools>=61.0", "wheel"]
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build-backend = "setuptools.build_meta"
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[project]
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name = "ai-execution-platform"
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version = "2.0.0"
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description = "AI驱动的代码执行平台"
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authors = [{name = "LJWX-Stock Team"}]
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license = {text = "MIT"}
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readme = "README.md"
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requires-python = ">=3.11"
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classifiers = [
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"Development Status :: 4 - Beta",
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"Intended Audience :: Developers",
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"License :: OSI Approved :: MIT License",
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"Programming Language :: Python :: 3",
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"Programming Language :: Python :: 3.11",
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"Programming Language :: Python :: 3.12",
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]
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[project.scripts]
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ai-platform = "scripts.main:main"
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[tool.ruff]
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target-version = "py311"
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line-length = 88
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select = ["E", "F", "W", "C", "I", "N", "UP", "YTT", "S", "BLE", "FBT", "B", "A", "COM", "C4", "DTZ", "T10", "EM", "FA", "ISC", "ICN", "G", "INP", "PIE", "T20", "PYI", "PT", "Q", "RSE", "RET", "SLF", "SLOT", "SIM", "TID", "TCH", "ARG", "PTH", "ERA", "PGH", "PL", "TRY", "FLY", "NPY", "AIR", "PERF", "RUF"]
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ignore = ["E501"]
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[tool.ruff.per-file-ignores]
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"tests/*" = ["S101", "S311"]
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"__init__.py" = ["F401"]
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[tool.mypy]
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python_version = "3.11"
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warn_return_any = true
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warn_unused_configs = true
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disallow_untyped_defs = true
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disallow_incomplete_defs = true
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check_untyped_defs = true
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disallow_untyped_decorators = true
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no_implicit_optional = true
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warn_redundant_casts = true
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warn_unused_ignores = true
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warn_no_return = true
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warn_unreachable = true
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strict_equality = true
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[tool.pytest.ini_options]
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testpaths = ["tests"]
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python_files = ["test_*.py", "*_test.py"]
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python_classes = ["Test*"]
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python_functions = ["test_*"]
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addopts = [
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"--cov=src",
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"--cov-report=term-missing",
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"--cov-report=html",
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"--cov-report=xml",
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"-v"
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]
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asyncio_mode = "auto"
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[tool.bandit]
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exclude_dirs = ["tests", "test_*"]
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skips = ["B101", "B601"]
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"""
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pyproject_file = self.base_dir / "pyproject.toml"
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with open(pyproject_file, 'w', encoding='utf-8') as f:
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f.write(pyproject_toml)
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self.log_success("已创建: pyproject.toml")
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# .gitignore
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gitignore = """# Python
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__pycache__/
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*.py[cod]
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*$py.class
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*.so
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.Python
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build/
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develop-eggs/
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dist/
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downloads/
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eggs/
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.eggs/
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lib/
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lib64/
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parts/
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sdist/
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var/
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wheels/
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share/python-wheels/
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*.egg-info/
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.installed.cfg
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*.egg
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MANIFEST
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# PyInstaller
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*.manifest
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*.spec
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# Installer logs
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pip-log.txt
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pip-delete-this-directory.txt
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# Unit test / coverage reports
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htmlcov/
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.tox/
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.nox/
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.coverage
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.coverage.*
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.cache
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nosetests.xml
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coverage.xml
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*.cover
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*.py,cover
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.hypothesis/
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.pytest_cache/
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cover/
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# Jupyter Notebook
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.ipynb_checkpoints
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# IPython
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profile_default/
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ipython_config.py
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# pyenv
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.python-version
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# pipenv
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Pipfile.lock
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# poetry
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poetry.lock
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# celery beat schedule file
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celerybeat-schedule
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celerybeat.pid
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# SageMath parsed files
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*.sage.py
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# Environments
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.env
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.venv
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env/
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venv/
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ENV/
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env.bak/
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venv.bak/
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# Spyder project settings
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.spyderproject
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.spyproject
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# Rope project settings
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.ropeproject
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# mkdocs documentation
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/site
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# mypy
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.mypy_cache/
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.dmypy.json
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dmypy.json
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# Pyre type checker
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.pyre/
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# pytype static type analyzer
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.pytype/
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# Cython debug symbols
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cython_debug/
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# IDE
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.vscode/
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.idea/
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*.swp
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*.swo
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*~
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# OS
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.DS_Store
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.DS_Store?
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._*
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.Spotlight-V100
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.Trashes
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ehthumbs.db
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Thumbs.db
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# Project specific
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logs/
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reports/
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results/
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development/tasks/
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requirements/parsed/
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*.db
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*.sqlite
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*.sqlite3
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# AI/ML
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models/
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checkpoints/
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*.pkl
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*.joblib
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# Docker
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.dockerignore
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docker-compose.override.yml
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"""
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gitignore_file = self.base_dir / ".gitignore"
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with open(gitignore_file, 'w', encoding='utf-8') as f:
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f.write(gitignore)
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self.log_success("已创建: .gitignore")
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def create_sample_requirements(self):
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"""创建示例需求文件"""
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self.log_info("创建示例需求文件...")
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sample_req = """requirement:
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id: REQ-2025-001
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title: 用户登录与权限管理
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priority: P0
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source:
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type: meeting
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stakeholder: "产品经理-张三"
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date: "2025-01-29"
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raw_content: |
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用户需要通过手机号登录系统,登录后根据用户角色显示不同的功能权限。
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普通用户只能查看自己的数据,管理员可以查看所有用户数据并进行管理操作。
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需要支持验证码登录和密码登录两种方式。
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业务规则:
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1. 验证码有效期为5分钟
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2. 登录失败次数限制为5次
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3. 会话有效期为7天
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4. 支持多设备同时登录
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constraints:
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- 响应时间 < 200ms
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- 支持并发用户数 > 1000
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- 安全等级: 高
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acceptance_criteria:
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- 用户可以通过手机验证码登录
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- 用户可以通过密码登录
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- 登录失败次数限制
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- 会话管理(7天有效期)
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- 权限控制正确
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"""
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sample_file = self.base_dir / "requirements" / "raw" / "sample-requirement.yaml"
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with open(sample_file, 'w', encoding='utf-8') as f:
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f.write(sample_req)
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self.log_success("已创建示例需求: requirements/raw/sample-requirement.yaml")
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def create_git_repo(self):
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"""初始化Git仓库"""
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self.log_info("初始化Git仓库...")
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if not (self.base_dir / ".git").exists():
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try:
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subprocess.run(["git", "init"], cwd=self.base_dir, check=True, capture_output=True)
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subprocess.run(["git", "add", "."], cwd=self.base_dir, check=True, capture_output=True)
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subprocess.run(["git", "commit", "-m", "Initial commit: AI执行平台初始化"],
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cwd=self.base_dir, check=True, capture_output=True)
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self.log_success("Git仓库初始化完成")
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except subprocess.CalledProcessError as e:
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self.log_warning(f"Git初始化失败: {e}")
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else:
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self.log_info("Git仓库已存在")
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def setup_python_environment(self):
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"""设置Python环境"""
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self.log_info("设置Python环境...")
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# 检查是否有虚拟环境
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venv_path = self.base_dir / "venv"
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if not venv_path.exists():
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try:
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subprocess.run([sys.executable, "-m", "venv", "venv"],
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cwd=self.base_dir, check=True, capture_output=True)
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self.log_success("虚拟环境创建完成")
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except subprocess.CalledProcessError as e:
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self.log_error(f"虚拟环境创建失败: {e}")
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return False
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# 安装依赖
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if sys.prefix == sys.base_prefix:
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# 不在虚拟环境中,提示激活
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self.log_warning("请先激活虚拟环境:")
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if os.name == 'nt': # Windows
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print(f" venv\\Scripts\\activate")
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else: # Unix-like
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print(f" source venv/bin/activate")
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return False
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try:
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subprocess.run([sys.executable, "-m", "pip", "install", "--upgrade", "pip"],
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cwd=self.base_dir, check=True, capture_output=True)
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subprocess.run([sys.executable, "-m", "pip", "install", "-r", "requirements.txt"],
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cwd=self.base_dir, check=True, capture_output=True)
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self.log_success("依赖包安装完成")
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return True
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except subprocess.CalledProcessError as e:
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self.log_error(f"依赖包安装失败: {e}")
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return False
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def run_initial_verification(self):
|
||
"""运行初始验证"""
|
||
self.log_info("运行初始验证...")
|
||
|
||
verify_script = self.base_dir / "scripts" / "verify_setup.py"
|
||
if verify_script.exists():
|
||
try:
|
||
result = subprocess.run([sys.executable, str(verify_script)],
|
||
cwd=self.base_dir, capture_output=True, text=True)
|
||
if result.returncode == 0:
|
||
self.log_success("环境验证通过")
|
||
else:
|
||
self.log_warning(f"环境验证发现问题: {result.stderr}")
|
||
except Exception as e:
|
||
self.log_warning(f"无法运行验证脚本: {e}")
|
||
else:
|
||
self.log_warning("验证脚本不存在")
|
||
|
||
def generate_setup_summary(self):
|
||
"""生成设置总结"""
|
||
self.log_info("生成设置总结...")
|
||
|
||
summary = {
|
||
"setup_completed": True,
|
||
"timestamp": "2025-01-29T10:30:00Z",
|
||
"python_version": f"{sys.version_info.major}.{sys.version_info.minor}.{sys.version_info.micro}",
|
||
"platform": sys.platform,
|
||
"base_directory": str(self.base_dir),
|
||
"next_steps": [
|
||
"1. 激活虚拟环境: source venv/bin/activate",
|
||
"2. 配置环境变量: cp .env.example .env",
|
||
"3. 编辑 .env 文件,配置API密钥和数据库连接",
|
||
"4. 启动Redis服务: docker run -d --name redis -p 6379:6379 redis:alpine",
|
||
"5. 运行验证: python scripts/verify_setup.py",
|
||
"6. 开始使用: python tools/pipeline/pipeline_orchestrator.py --help"
|
||
],
|
||
"important_files": [
|
||
".env.example - 环境变量模板",
|
||
"requirements.txt - Python依赖",
|
||
"README.md - 项目文档",
|
||
"requirements/raw/sample-requirement.yaml - 示例需求"
|
||
],
|
||
"useful_commands": [
|
||
"python scripts/verify_setup.py - 验证环境设置",
|
||
"python tools/pipeline/pipeline_orchestrator.py --help - 查看流水线帮助",
|
||
"python utils/generate_execution_contract.py --help - 查看契约生成器帮助",
|
||
"open tools/web/execution_dashboard.html - 打开监控面板"
|
||
]
|
||
}
|
||
|
||
summary_file = self.base_dir / "reports" / "setup-summary.json"
|
||
summary_file.parent.mkdir(exist_ok=True)
|
||
|
||
with open(summary_file, 'w', encoding='utf-8') as f:
|
||
json.dump(summary, f, ensure_ascii=False, indent=2)
|
||
|
||
return summary
|
||
|
||
def main():
|
||
"""主函数"""
|
||
print("🚀 LJWX-Stock AI执行平台 - 一键环境设置")
|
||
print("=" * 60)
|
||
|
||
setup = EnvironmentSetup()
|
||
|
||
try:
|
||
# 创建目录结构
|
||
setup.create_directory_structure()
|
||
|
||
# 创建配置文件
|
||
setup.create_config_files()
|
||
|
||
# 创建示例文件
|
||
setup.create_sample_requirements()
|
||
|
||
# 设置Python环境
|
||
if not setup.setup_python_environment():
|
||
print("\n⚠️ Python环境设置未完成,请手动完成后再继续")
|
||
|
||
# 初始化Git仓库
|
||
setup.create_git_repo()
|
||
|
||
# 运行初始验证
|
||
setup.run_initial_verification()
|
||
|
||
# 生成总结
|
||
summary = setup.generate_setup_summary()
|
||
|
||
print("\n" + "=" * 60)
|
||
print("🎉 环境设置完成!")
|
||
print("=" * 60)
|
||
|
||
print("\n📋 下一步操作:")
|
||
for step in summary["next_steps"]:
|
||
print(f" {step}")
|
||
|
||
print(f"\n📁 重要文件:")
|
||
for file in summary["important_files"]:
|
||
print(f" - {file}")
|
||
|
||
print(f"\n🛠️ 常用命令:")
|
||
for cmd in summary["useful_commands"]:
|
||
print(f" - {cmd}")
|
||
|
||
print(f"\n📊 设置总结已保存: {setup.base_dir}/reports/setup-summary.json")
|
||
print("\n📖 详细文档请查看: README.md")
|
||
|
||
except KeyboardInterrupt:
|
||
print("\n\n⏹️ 设置被用户中断")
|
||
sys.exit(130)
|
||
except Exception as e:
|
||
print(f"\n\n💥 设置过程中发生异常: {e}")
|
||
sys.exit(1)
|
||
|
||
if __name__ == "__main__":
|
||
main() |