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crewai/main.py

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"""
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SDLC Agent Demo - FastAPI 主服务异步版本
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多智能体端到端软件交付协同系统
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"""
import json
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import uuid
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import asyncio
from typing import Dict, Optional, AsyncGenerator
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from datetime import datetime
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from fastapi import FastAPI, HTTPException
from fastapi.staticfiles import StaticFiles
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from fastapi.middleware.cors import CORSMiddleware
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from fastapi.responses import StreamingResponse, RedirectResponse, JSONResponse
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from pydantic import BaseModel, Field
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import uvicorn
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from crews.sdlc_crew import SDLCCrew
from models.qwen_config import get_qwen_config
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# ========== FastAPI 应用初始化 ==========
app = FastAPI(
title="SDLC Agent Demo",
description="多智能体端到端软件交付协同系统 - 基于 CrewAI + Qwen3.5-flash",
version="1.0.0"
)
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# 启用 CORS
app.add_middleware(
CORSMiddleware,
allow_origins=["*"],
allow_credentials=True,
allow_methods=["*"],
allow_headers=["*"],
)
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# 挂载静态文件目录
app.mount("/static", StaticFiles(directory="static"), name="static")
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# ========== 数据模型 ==========
class StartRequest(BaseModel):
"""启动请求模型"""
requirement: str = Field(..., description="用户需求描述", min_length=10)
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# ========== 任务管理(内存存储) ==========
class TaskManager:
"""任务管理器 - 负责任务状态持久化"""
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def __init__(self):
self.tasks: Dict[str, Dict] = {}
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self.task_queues: Dict[str, asyncio.Queue] = {}
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def create_task(self, requirement: str) -> str:
"""创建新任务"""
task_id = str(uuid.uuid4())
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self.tasks[task_id] = {
"task_id": task_id,
"requirement": requirement,
"status": "pending",
"created_at": datetime.now().isoformat(),
"updated_at": datetime.now().isoformat()
}
# 创建异步队列用于 SSE 推送
self.task_queues[task_id] = asyncio.Queue()
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return task_id
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def update_task_status(self, task_id: str, status: str):
"""更新任务状态"""
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if task_id in self.tasks:
self.tasks[task_id]["status"] = status
self.tasks[task_id]["updated_at"] = datetime.now().isoformat()
async def send_event(self, task_id: str, event: dict):
"""发送事件到队列"""
if task_id in self.task_queues:
await self.task_queues[task_id].put(event)
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async def get_event(self, task_id: str, timeout: float = 60.0) -> Optional[dict]:
"""从队列获取事件"""
if task_id in self.task_queues:
try:
return await asyncio.wait_for(
self.task_queues[task_id].get(),
timeout=timeout
)
except asyncio.TimeoutError:
return None
return None
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def get_task(self, task_id: str) -> Optional[Dict]:
"""获取任务信息"""
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return self.tasks.get(task_id)
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# 全局任务管理器
task_manager = TaskManager()
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# ========== API 端点 ==========
@app.post("/api/v1/sdlc/start", response_model=Dict[str, str])
async def start_sdlc_process(request: StartRequest):
"""
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启动 SDLC 流程异步执行
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"""
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# 验证配置
try:
get_qwen_config()
except ValueError as e:
raise HTTPException(status_code=500, detail=str(e))
# 创建任务
task_id = task_manager.create_task(request.requirement)
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# 异步执行 SDLC 流程
asyncio.create_task(execute_sdlc_flow(task_id, request.requirement))
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return {
"task_id": task_id,
"status": "processing"
}
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async def execute_sdlc_flow(task_id: str, requirement: str):
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"""
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异步执行 SDLC 流程使用 asyncio.to_thread 运行同步生成器
Args:
task_id: 任务 ID
requirement: 用户需求
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"""
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task_manager.update_task_status(task_id, "processing")
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try:
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# 先发送一个任务启动事件
await task_manager.send_event(task_id, {
"event": "task_started",
"data": {
"status": "starting",
"message": "SDLC 流程已启动",
"timestamp": datetime.now().isoformat()
}
})
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# 在线程池中执行同步生成器
crew = SDLCCrew()
for event in crew.execute(requirement):
# 发送事件到队列
await task_manager.send_event(task_id, event)
# 如果是最终结果或错误,更新状态
event_type = event.get("event", "")
if event_type == "final_result":
task_manager.update_task_status(task_id, "completed")
elif event_type == "error":
task_manager.update_task_status(task_id, "failed")
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except Exception as e:
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task_manager.update_task_status(task_id, "failed")
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await task_manager.send_event(task_id, {
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"event": "error",
"data": {
"error": str(e),
"timestamp": datetime.now().isoformat()
}
})
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@app.get("/api/v1/sdlc/stream/{task_id}")
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async def stream_task_progress(task_id: str):
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"""
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SSE流式输出任务进度
直接在异步函数中使用 async for yield
FastAPI 会自动将其转换为 StreamingResponse
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"""
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# 验证任务存在
task = task_manager.get_task(task_id)
if not task:
raise HTTPException(status_code=404, detail="Task not found")
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# 直接使用 async for 和 yield
while True:
event = await task_manager.get_event(task_id, timeout=120.0)
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if event is None:
# 超时,检查任务状态
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task_data = task_manager.get_task(task_id)
if task_data and task_data["status"] in ["completed", "failed"]:
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yield f"event: end\ndata: {json.dumps({'status': task_data['status']}, ensure_ascii=False)}\n\n"
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break
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continue
# 格式化 SSE事件
event_type = event.get("event", "message")
event_data = event.get("data", {})
yield f"event: {event_type}\ndata: {json.dumps(event_data, ensure_ascii=False)}\n\n"
# 如果是结束事件,断开连接
if event_type in ["final_result", "error"]:
break
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@app.get("/api/v1/sdlc/status/{task_id}")
def get_task_status(task_id: str):
"""
获取任务状态非流式
"""
task = task_manager.get_task(task_id)
if not task:
raise HTTPException(status_code=404, detail="Task not found")
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return {
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"task_id": task["task_id"],
"status": task["status"],
"created_at": task["created_at"],
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"updated_at": task["updated_at"]
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}
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@app.get("/api/v1/sdlc/result/{task_id}")
def get_task_result(task_id: str):
"""
获取任务完整结果
"""
task = task_manager.get_task(task_id)
if not task:
raise HTTPException(status_code=404, detail="Task not found")
if task["status"] != "completed":
raise HTTPException(
status_code=400,
detail=f"Task not completed yet. Status: {task['status']}"
)
return task
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@app.get("/api/v1/sdlc/download/{task_id}")
def download_result(task_id: str):
"""
打包下载任务结果ZIP 文件
"""
import zipfile
import io
from fastapi.responses import StreamingResponse
task = task_manager.get_task(task_id)
if not task:
raise HTTPException(status_code=404, detail="Task not found")
if task["status"] != "completed":
raise HTTPException(
status_code=400,
detail=f"Task not completed yet. Status: {task['status']}"
)
# 创建 ZIP 文件
zip_buffer = io.BytesIO()
with zipfile.ZipFile(zip_buffer, 'w', zipfile.ZIP_DEFLATED) as zip_file:
# 1. SRS 文档
srs_content = ""
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# 注意:异步模式下需要从 events 中获取,这里简化处理
zip_file.writestr("01_SRS_需求规格说明书.md", "需求文档内容")
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# 2. 测试用例
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zip_file.writestr("02_Test_测试用例.md", "测试用例内容")
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# 3. 代码实现
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zip_file.writestr("03_Code_代码实现.md", "代码实现内容")
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# 4. 项目摘要
summary = f"""# SDLC 项目交付摘要
## 项目信息
- 任务 ID: {task['task_id']}
- 创建时间{task['created_at']}
- 完成时间{task['updated_at']}
- 原始需求{task['requirement']}
## 生成说明
本项目由 SDLC Agent Demo 自动生成
基于 CrewAI + Qwen3.5-flash + FastAPI
"""
zip_file.writestr("README_项目摘要.md", summary)
# 准备下载
zip_buffer.seek(0)
return StreamingResponse(
zip_buffer,
media_type="application/zip",
headers={
"Content-Disposition": f"attachment; filename=SDLC_Result_{task_id[:8]}.zip"
}
)
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@app.get("/")
def root():
"""根路径重定向到测试页面"""
return RedirectResponse(url="/static/index.html")
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@app.get("/health")
def health_check():
"""健康检查端点"""
return {"status": "healthy", "version": "1.0.0"}
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# ========== 主程序入口 ==========
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if __name__ == "__main__":
uvicorn.run(
"main:app",
host="0.0.0.0",
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port=8000,
reload=False,
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log_level="info"
)