551 lines
23 KiB
Python
551 lines
23 KiB
Python
"""Agent loop — 角色agent循环认领执行任务（v3.3.0）。
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v3.3.0 新增：
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- PM（项目经理）角色：审核交付件，决定通过/驳回
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- 任务链：requirement → design → develop → test → deploy
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前序角色完成后 → PM审核通过 → 自动创建下一角色任务
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- 产物文件输出：交付件写入项目工作目录 deliverables/{role}/
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- 工作目录自动创建：确保 workspace_dir 存在
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架构：
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- 主agent（cockpit_chat）理解客户意图，开发类意图写入 pipeline_tasks（带 role）。
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- 各角色agent（需求/设计/开发/测试/运维）调 role_agent_run/role_agent_loop
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循环认领自己角色的任务并执行。
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- PM agent 调 pm_review_loop 循环审核处于 review 状态的任务。
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- 认领是原子的：UPDATE ... WHERE state='submitted' + claimed_by 令牌校验，
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多agent并发不会重复认领。
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- 角色agent缺信息时返回 need_info → 写入 pipeline_agent_questions，
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任务置 waiting，等主agent/客户回答后回到 submitted 重新认领继续。
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- 只认领没有步骤记录的任务（带步骤的 DAG 任务归 executor 管）。
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"""
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import asyncio
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import json
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import os
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import logging
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logger = logging.getLogger("pipeline.agent_loop")
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# 角色别名归一化：前端/主agent传的角色名统一到认领用的规范名
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ROLE_ALIASES = {
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'developer': 'develop', 'dev': 'develop', 'development': 'develop', 'coding': 'develop',
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'requirement': 'requirement', 'requirements': 'requirement', 'requirement_analysis': 'requirement',
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'designer': 'design', 'ui': 'design', 'ux': 'design',
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'testing': 'test', 'qa': 'test', 'tester': 'test',
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'deployment': 'deploy', 'release': 'deploy',
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'operation': 'ops', 'operations': 'ops', 'maintenance': 'ops', '运维': 'ops',
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'pm': 'pm', 'project_manager': 'pm', '项目经理': 'pm', 'manager': 'pm',
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}
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# 任务链：前序角色完成后，PM审核通过 → 自动创建下一角色任务
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# None 表示链末端
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ROLE_CHAIN = {
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'requirement': 'design',
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'design': 'develop',
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'develop': 'test',
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'test': 'deploy',
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'deploy': None, # 部署完成 = 链结束
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}
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# PM 审核后任务状态
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TASK_REVIEW = 'review' # 角色agent完成，待PM审核
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TASK_APPROVED = 'approved' # PM审核通过
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def _normalize_role(role):
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r = (role or '').strip().lower()
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return ROLE_ALIASES.get(r, r)
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ROLE_PROMPT = """你是软件开发产线项目中的「__ROLE__」角色agent。
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当前认领到的任务：
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标题：__TITLE__
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参数：__PARAMS__
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__QNA__
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## 项目信息
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- 工作目录：__WORKSPACE__
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- 你的产出物将保存到：__DELIVERABLE_DIR__
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请站在你的角色立场完成这项工作。
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## 产出规范
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1. 产出内容必须完整、可交付、可直接使用
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2. 产出格式：根据角色不同，产出对应格式：
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- requirement（需求分析）：需求规格文档（Markdown格式）
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- design（设计）：设计文档 / 架构图描述（Markdown格式）
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- develop（开发）：可运行的代码 + 代码说明
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- test（测试）：测试用例 + 测试报告（Markdown格式）
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- deploy（部署）：部署文档 / 配置 / 脚本
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输出要求——返回纯 JSON（不要 markdown 包裹）：
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- 能完成时：{"status":"done","deliverable_type":"文档类型(requirement_doc/design_doc/code/test_report/deploy_doc)","result":"完整交付内容","summary":"一段话概述产出的关键结论"}
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- 缺少关键信息无法继续时：{"status":"need_info","question":"要向主agent/客户提出的具体问题","partial":"已完成的部分"}"""
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PM_PROMPT = """你是软件开发产线项目中的「项目经理（PM）」角色agent。
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你的职责是审核其他角色agent产出的交付件，确保质量和完整性，并推动项目前进。
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## 任务链
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项目按照以下阶段推进：
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1. requirement（需求分析）→ 2. design（设计）→ 3. develop（开发）→ 4. test（测试）→ 5. deploy（部署）
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当前待审核的任务：
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标题：__TITLE__
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角色：__ROLE__
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交付件内容：
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__DELIVERABLE__
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## 你的决策
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请基于交付件内容做出判断，输出纯JSON（不要markdown包裹）：
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1. 审核通过，启动下一阶段：
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{"status":"approved","comment":"审核意见","next_task_title":"下一阶段任务标题","next_task_description":"下一阶段任务详细描述"}
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2. 审核不通过，需要修改：
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{"status":"rejected","comment":"驳回原因和具体修改要求","questions":"需要角色agent澄清的具体问题"}
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3. 项目已完成（deploy阶段通过后）：
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{"status":"completed","comment":"项目完成总结"}
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## 审核标准
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- requirement：需求是否清晰、完整、可量化
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- design：方案是否合理、技术选型是否恰当、是否覆盖需求
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- develop：代码是否可运行、是否遵循规范、是否实现设计
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- test：测试覆盖是否充分、是否发现关键问题
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- deploy：部署文档是否完整、配置是否正确"""
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def _get_db():
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from sqlor.dbpools import DBPools
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db = DBPools()
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if not db.databases:
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from appPublic.jsonConfig import getConfig
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config = getConfig()
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if config.databases:
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db.databases = config.databases
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return db
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def _resolve_workspace(workspace_dir):
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"""解析工作目录，如果不可写则回退到 /tmp。确保目录存在。"""
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if not workspace_dir:
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workspace_dir = '/tmp/pipeline_workspaces/default'
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# 检测是否可写
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try:
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parent = os.path.dirname(workspace_dir)
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if parent and not os.access(parent, os.W_OK):
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# 回退到 /tmp
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proj_name = os.path.basename(workspace_dir)
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workspace_dir = f'/tmp/pipeline_workspaces/{proj_name}'
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except Exception:
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workspace_dir = f'/tmp/pipeline_workspaces/{os.path.basename(workspace_dir) or "default"}'
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# 确保目录存在
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os.makedirs(workspace_dir, exist_ok=True)
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return workspace_dir
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async def _claim_task(sor, tenant_id: str, role: str, state: str = 'submitted'):
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"""原子认领一条符合角色的任务。返回 task record 或 None。
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认领策略：
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1. 选出最早一条符合状态和角色的任务，
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且排除有步骤记录的 DAG 任务（那些归 executor）。
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2. UPDATE ... SET state='running', claimed_by=令牌 WHERE id=? AND state=原状态
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3. 用令牌回查校验——别的agent抢先时校验失败，返回 None。
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"""
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role = _normalize_role(role)
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recs = await sor.sqlExe(
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"SELECT id, title, params, pipeline_id, tenant_id, role FROM pipeline_tasks "
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"WHERE tenant_id=${tid}$ AND state=${state}$ AND (role=${role}$ OR role='') "
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"AND NOT EXISTS (SELECT 1 FROM pipeline_task_steps s WHERE s.task_id=pipeline_tasks.id) "
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"ORDER BY created_at ASC LIMIT 1",
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{"tid": tenant_id, "state": state, "role": role})
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if not recs:
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return None
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task = recs[0]
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task_id = task.id
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from appPublic.uniqueID import getID
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claim_token = getID()
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await sor.sqlExe(
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"UPDATE pipeline_tasks SET state='running', claimed_by=${cb}$ "
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"WHERE id=${tid}$ AND state=${state}$",
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{"cb": claim_token, "tid": task_id, "state": state})
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# 令牌校验：确认是本agent抢到的
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check = await sor.sqlExe(
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"SELECT id FROM pipeline_tasks WHERE id=${tid}$ AND state='running' AND claimed_by=${cb}$",
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{"tid": task_id, "cb": claim_token})
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if not check:
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logger.info(f"claim lost race: task={task_id} role={role}")
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return None
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return task
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async def _get_workspace_dir(sor, project_id):
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"""获取项目的工作目录，确保可写并存在。"""
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recs = await sor.sqlExe(
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"SELECT workspace_dir FROM sd_projects WHERE id=${pid}$",
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{"pid": project_id})
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ws = getattr(recs[0], 'workspace_dir', '') if recs else ''
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return _resolve_workspace(ws)
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async def _build_qna_section(sor, task_id: str) -> str:
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"""把该任务已回答的问答历史注入prompt，让角色agent带着答案继续。"""
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from .questions import get_task_qna
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qna = await get_task_qna(task_id)
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if not qna:
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return ""
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lines = ["历史问答（这些问题已得到回答，请结合答案继续工作）："]
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for item in qna:
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src = item.get('answer_source') or ''
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src_label = "客户" if src == "customer" else "主agent"
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lines.append(f"问：{item.get('question', '')}")
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lines.append(f"答（{src_label}）：{item.get('answer', '')}")
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return "\n".join(lines)
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def _parse_result(raw: str) -> dict:
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"""解析角色agent的 LLM 返回。解析失败时按 done + 原文处理。"""
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raw = (raw or "").strip()
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if raw.startswith("```"):
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raw = raw.split("\n", 1)[1].rsplit("```", 1)[0]
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try:
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d = json.loads(raw)
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if isinstance(d, dict):
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return d
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except (json.JSONDecodeError, ValueError):
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pass
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return {"status": "done", "result": raw}
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async def _write_deliverable_file(workspace_dir, role, task_id, deliverable_type, content):
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"""将交付件写入项目工作目录的文件中。"""
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role_dir = os.path.join(workspace_dir, 'deliverables', role)
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os.makedirs(role_dir, exist_ok=True)
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# 文件名：任务ID_类型.md
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safe_type = (deliverable_type or 'deliverable').replace('/', '_')
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filename = f"{task_id}_{safe_type}.md"
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file_path = os.path.join(role_dir, filename)
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try:
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with open(file_path, 'w', encoding='utf-8') as f:
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f.write(content or '')
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logger.info(f"deliverable written: {file_path}")
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return file_path
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except Exception as e:
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logger.error(f"failed to write deliverable file: {file_path} err={e}")
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return ''
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async def _get_deliverable_content(sor, task_id):
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"""获取任务的最新交付件内容。"""
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recs = await sor.sqlExe(
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"SELECT content, deliverable_type FROM pipeline_deliverables "
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"WHERE task_id=${tid}$ ORDER BY created_at DESC LIMIT 1",
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{"tid": task_id})
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if recs:
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return getattr(recs[0], 'content', '') or '', getattr(recs[0], 'deliverable_type', '') or ''
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return '', ''
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async def _get_next_role(current_role):
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"""获取任务链中的下一个角色。"""
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return ROLE_CHAIN.get(_normalize_role(current_role))
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async def _create_next_task(sor, project_id, task, next_role, pm_comment=''):
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"""为下一个角色创建任务。"""
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from appPublic.uniqueID import getID
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title = getattr(task, 'title', '') or ''
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params_str = getattr(task, 'params', '{}') or '{}'
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try:
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params = json.loads(params_str) if isinstance(params_str, str) else params_str
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except (json.JSONDecodeError, TypeError):
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params = {}
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new_title = f"{title}（{next_role}阶段）"
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new_params = {
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**params,
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'previous_role': _normalize_role(getattr(task, 'role', '')),
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'previous_task_id': getattr(task, 'id', ''),
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'pm_comment': pm_comment,
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}
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new_task_id = getID()
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await sor.C('pipeline_tasks', {
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'id': new_task_id,
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'tenant_id': project_id,
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'pipeline_id': 'role_task',
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'title': new_title,
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'params': json.dumps(new_params, ensure_ascii=False),
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'role': next_role,
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'state': 'submitted',
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'claimed_by': None,
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})
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logger.info(f"_create_next_task: {next_role} task={new_task_id} from {getattr(task, 'id', '')}")
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return new_task_id, new_title
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async def role_agent_run(project_id: str, role: str, agent_id: str = None, model_name: str = None) -> dict:
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"""角色agent单次迭代：认领一条任务 → 执行 → 交付。
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非PM角色完成 → 任务置 review（等PM审核）
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PM角色 → 由 pm_review_run 处理
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Returns:
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{"status": "idle"} 没有待办任务
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{"status": "completed", "task_id", "deliverable_id"} 完成交付（已进入review）
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{"status": "need_info", "task_id", "question_id", "question"} 缺信息已提问
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{"status": "failed", "task_id", "error"} 执行失败
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"""
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role = _normalize_role(role)
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if role == 'pm':
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# PM不执行角色任务，走pm_review_run
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return {"status": "idle", "message": "PM agent请使用 pm_review_run"}
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db = _get_db()
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async with db.sqlorContext("pipeline") as sor:
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task = await _claim_task(sor, project_id, role)
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if not task:
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return {"status": "idle", "message": "没有待办任务"}
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task_id = task.id
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title = getattr(task, "title", "") or ""
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params_str = getattr(task, "params", "{}") or "{}"
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# 获取工作目录
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workspace_dir = await _get_workspace_dir(sor, project_id)
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deliverable_dir = os.path.join(workspace_dir, 'deliverables', role)
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os.makedirs(deliverable_dir, exist_ok=True)
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qna_section = await _build_qna_section(sor, task_id)
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prompt = (ROLE_PROMPT
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.replace('__ROLE__', role)
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.replace('__TITLE__', title)
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.replace('__PARAMS__', params_str)
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.replace('__QNA__', qna_section)
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.replace('__WORKSPACE__', workspace_dir)
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.replace('__DELIVERABLE_DIR__', deliverable_dir))
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from .llm_bridge import llm_call
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try:
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raw = await llm_call(prompt, model=model_name, temperature=0.4)
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except Exception as e:
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await sor.sqlExe(
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"UPDATE pipeline_tasks SET state='failed' WHERE id=${tid}$",
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{"tid": task_id})
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logger.error(f"role_agent_run llm failed: task={task_id} err={e}")
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return {"status": "failed", "task_id": task_id, "error": str(e)[:200]}
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parsed = _parse_result(raw)
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# 缺信息 → 提问回路：任务置 waiting，等主agent/客户回答
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if parsed.get("status") == "need_info" and parsed.get("question"):
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from .questions import agent_ask
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qid = await agent_ask(project_id, task_id, role, parsed["question"],
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context={"partial": parsed.get("partial", ""), "title": title})
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return {"status": "need_info", "task_id": task_id,
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"question_id": qid, "question": parsed["question"]}
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# 完成 → 写交付件到文件 + DB
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from appPublic.uniqueID import getID
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did = getID()
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result_text = parsed.get("result") or raw
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deliverable_type = parsed.get("deliverable_type") or role
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summary = parsed.get("summary", "")
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# 写文件
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file_path = await _write_deliverable_file(
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workspace_dir, role, task_id, deliverable_type, result_text)
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# 写DB
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await sor.C("pipeline_deliverables", {
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"id": did, "project_id": project_id, "task_id": task_id,
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"deliverable_type": deliverable_type,
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"title": title, "content": result_text,
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"file_path": file_path,
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"quality_score": 80, "review_status": "pending",
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"created_by": agent_id or role,
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})
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# 置为 review 状态，等待PM审核
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await sor.sqlExe(
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"UPDATE pipeline_tasks SET state=${st}$ WHERE id=${tid}$",
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{"st": TASK_REVIEW, "tid": task_id})
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logger.info(f"role_agent_run completed(review): task={task_id} role={role} deliverable={did} file={file_path}")
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return {"status": "completed", "task_id": task_id, "deliverable_id": did,
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"next_state": TASK_REVIEW, "file_path": file_path}
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async def role_agent_loop(project_id: str, role: str, agent_id: str = None,
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model_name: str = None, max_iterations: int = 10) -> list:
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"""角色agent循环：连续认领执行，直到没有任务、需要提问或达到上限。"""
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results = []
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for _ in range(max_iterations):
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r = await role_agent_run(project_id, role, agent_id, model_name)
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results.append(r)
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||
if r["status"] in ("idle", "need_info", "failed"):
|
||
break
|
||
await asyncio.sleep(1)
|
||
return results
|
||
|
||
|
||
# ── PM 审核 ──
|
||
|
||
async def pm_review_run(project_id: str, agent_id: str = None, model_name: str = None) -> dict:
|
||
"""PM审核单次迭代：认领一条 review 状态的任务 → 审核交付件 → 批准/驳回。
|
||
|
||
Returns:
|
||
{"status": "idle"} 没有待审核任务
|
||
{"status": "approved", "task_id", "next_task_id", "next_role"} 审核通过，已创建下一阶段任务
|
||
{"status": "rejected", "task_id"} 驳回，任务回到 submitted
|
||
{"status": "completed", "task_id"} 项目完成（链末端）
|
||
"""
|
||
db = _get_db()
|
||
async with db.sqlorContext("pipeline") as sor:
|
||
# 认领 review 状态的任务（不限角色，PM审核所有角色产出）
|
||
task = await _claim_task(sor, project_id, 'pm', state=TASK_REVIEW)
|
||
if not task:
|
||
return {"status": "idle", "message": "没有待审核任务"}
|
||
|
||
task_id = task.id
|
||
title = getattr(task, "title", "") or ""
|
||
task_role = _normalize_role(getattr(task, "role", "") or "")
|
||
|
||
# 获取交付件内容
|
||
deliverable_content, deliverable_type = await _get_deliverable_content(sor, task_id)
|
||
if not deliverable_content:
|
||
# 没有交付件 → 驳回
|
||
await sor.sqlExe(
|
||
"UPDATE pipeline_tasks SET state='submitted' WHERE id=${tid}$",
|
||
{"tid": task_id})
|
||
return {"status": "rejected", "task_id": task_id,
|
||
"reason": "没有找到交付件内容，任务已退回"}
|
||
|
||
# 截断过长内容（LLM有token上限）
|
||
content_preview = deliverable_content[:6000]
|
||
if len(deliverable_content) > 6000:
|
||
content_preview += "\n\n...（内容过长已截断）"
|
||
|
||
prompt = (PM_PROMPT
|
||
.replace('__TITLE__', title)
|
||
.replace('__ROLE__', task_role)
|
||
.replace('__DELIVERABLE__', content_preview))
|
||
|
||
from .llm_bridge import llm_call
|
||
try:
|
||
raw = await llm_call(prompt, model=model_name, temperature=0.3)
|
||
except Exception as e:
|
||
logger.error(f"pm_review_run llm failed: task={task_id} err={e}")
|
||
await sor.sqlExe(
|
||
"UPDATE pipeline_tasks SET state='failed' WHERE id=${tid}$",
|
||
{"tid": task_id})
|
||
return {"status": "failed", "task_id": task_id, "error": str(e)[:200]}
|
||
|
||
parsed = _parse_result(raw)
|
||
decision = parsed.get("status", "rejected")
|
||
comment = parsed.get("comment", "")
|
||
|
||
if decision == "approved":
|
||
# 获取工作目录
|
||
workspace_dir = await _get_workspace_dir(sor, project_id)
|
||
|
||
# 写PM审核记录到交付件
|
||
from appPublic.uniqueID import getID
|
||
pm_did = getID()
|
||
await sor.C("pipeline_deliverables", {
|
||
"id": pm_did, "project_id": project_id, "task_id": task_id,
|
||
"deliverable_type": "pm_review",
|
||
"title": f"PM审核：{title}",
|
||
"content": json.dumps(parsed, ensure_ascii=False),
|
||
"file_path": os.path.join(workspace_dir, 'deliverables', 'pm',
|
||
f"{task_id}_review.md"),
|
||
"quality_score": 100, "review_status": "approved",
|
||
"created_by": agent_id or "pm",
|
||
})
|
||
|
||
# 更新原交付件审核状态
|
||
await sor.sqlExe(
|
||
"UPDATE pipeline_deliverables SET review_status='approved', "
|
||
"review_comment=${cm}$ WHERE task_id=${tid}$",
|
||
{"cm": comment, "tid": task_id})
|
||
|
||
# 任务置为 approved
|
||
await sor.sqlExe(
|
||
"UPDATE pipeline_tasks SET state=${st}$ WHERE id=${tid}$",
|
||
{"st": TASK_APPROVED, "tid": task_id})
|
||
|
||
# 检查是否有下一阶段
|
||
next_role = await _get_next_role(task_role)
|
||
if next_role:
|
||
next_tid, next_title = await _create_next_task(sor, project_id, task, next_role, comment)
|
||
logger.info(f"pm_review: approved task={task_id}, created next={next_tid} role={next_role}")
|
||
return {"status": "approved", "task_id": task_id,
|
||
"next_task_id": next_tid, "next_role": next_role,
|
||
"next_title": next_title, "comment": comment}
|
||
else:
|
||
# 链末端（deploy审核通过 = 项目完成）
|
||
logger.info(f"pm_review: project completed, task={task_id} role={task_role}")
|
||
return {"status": "completed", "task_id": task_id,
|
||
"comment": comment or "项目所有阶段已完成"}
|
||
|
||
elif decision == "rejected":
|
||
# 驳回：任务回到 submitted，附带PM驳回原因作为question
|
||
from .questions import agent_ask
|
||
rejection_question = parsed.get("questions") or comment or "交付件不满足要求，请修改后重新提交"
|
||
await agent_ask(project_id, task_id, "pm", rejection_question,
|
||
context={"pm_comment": comment, "deliverable_type": deliverable_type})
|
||
# 任务回到 submitted（通过回答问题的resume机制）
|
||
# 但agent_ask已经把任务置waiting，需要让主agent/客户确认后才能回到submitted
|
||
# 简化为：直接回 submitted
|
||
await sor.sqlExe(
|
||
"UPDATE pipeline_tasks SET state='submitted' WHERE id=${tid}$",
|
||
{"tid": task_id})
|
||
logger.info(f"pm_review: rejected task={task_id}")
|
||
return {"status": "rejected", "task_id": task_id,
|
||
"comment": comment, "question": rejection_question}
|
||
|
||
else:
|
||
# completed（项目完成）
|
||
await sor.sqlExe(
|
||
"UPDATE pipeline_tasks SET state='completed' WHERE id=${tid}$",
|
||
{"tid": task_id})
|
||
return {"status": "completed", "task_id": task_id,
|
||
"comment": comment or "项目完成"}
|
||
|
||
|
||
async def pm_review_loop(project_id: str, agent_id: str = None,
|
||
model_name: str = None, max_iterations: int = 20) -> list:
|
||
"""PM审核循环：连续审核处于 review 状态的任务。"""
|
||
results = []
|
||
for _ in range(max_iterations):
|
||
r = await pm_review_run(project_id, agent_id, model_name)
|
||
results.append(r)
|
||
if r["status"] in ("idle", "failed"):
|
||
break
|
||
await asyncio.sleep(1)
|
||
return results
|
||
|
||
|
||
# ── 向后兼容别名（旧前端按 run_agent_loop/agent_loop 调用）──
|
||
|
||
async def run_agent_loop(project_id, role_name, model_name=None):
|
||
"""旧接口：单次迭代。role_name 为空时按 'dev' 处理。"""
|
||
role = _normalize_role(role_name or "develop")
|
||
if role == 'pm':
|
||
return await pm_review_run(project_id, model_name=model_name)
|
||
return await role_agent_run(project_id, role_name or "develop", model_name=model_name)
|
||
|
||
|
||
async def agent_loop(project_id, role_name, model_name=None, max_iterations=10):
|
||
"""旧接口：循环执行。role_name 为空时按 'dev' 处理。"""
|
||
role = _normalize_role(role_name or "develop")
|
||
if role == 'pm':
|
||
return await pm_review_loop(project_id, model_name=model_name, max_iterations=max_iterations)
|
||
return await role_agent_loop(project_id, role_name or "develop",
|
||
model_name=model_name, max_iterations=max_iterations)
|