98 lines
3.8 KiB
Python
98 lines
3.8 KiB
Python
from __future__ import annotations
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from .shared import *
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class AIStewardCreationPipelineMixin:
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async def create_project_from_natural_language(
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self,
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input_text: str,
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creator_id: int,
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tenant_id: int = 1,
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) -> Dict[str, Any]:
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"""零配置项目创建，统一走 draft -> normalize -> persist 三段式。"""
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analysis = await self._analyze_project_input(input_text, tenant_id)
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draft = await self._generate_project_creation_draft(
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input_text=input_text,
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analysis=analysis,
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tenant_id=tenant_id,
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)
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normalized = await self._normalize_project_creation_draft(
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draft=draft,
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input_text=input_text,
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creator_id=creator_id,
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tenant_id=tenant_id,
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)
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payload = await self._persist_project_creation_draft(
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normalized=normalized,
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input_text=input_text,
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creator_id=creator_id,
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tenant_id=tenant_id,
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)
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await self.db.commit()
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try:
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charter = payload["charter"]
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project = payload["project"]
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asyncio.create_task(
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AdaptiveRAGService.upsert_pmflow_record_async(
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tenant_id=tenant_id,
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record_type="charter",
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record_id=int(charter["id"]),
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project_id=int(project["id"]),
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title=str(charter.get("title") or "项目宪章"),
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content=json.dumps(charter.get("content") or {}, ensure_ascii=False),
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)
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)
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for task in payload.get("tasks", []):
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task_id = int(str(task.get("id") or "0") or 0)
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if task_id <= 0:
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continue
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asyncio.create_task(
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AdaptiveRAGService.upsert_pmflow_record_async(
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tenant_id=tenant_id,
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record_type="task",
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record_id=task_id,
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project_id=int(project["id"]),
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title=str(task.get("title") or "任务"),
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content=str(task.get("description") or ""),
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)
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)
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except Exception:
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pass
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return payload
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async def _generate_project_creation_draft(
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self,
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*,
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input_text: str,
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analysis: Dict[str, Any],
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tenant_id: int,
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) -> dict[str, Any]:
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if PROJECT_CREATION_SERIAL_DRAFT_STEPS:
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signal_draft = await self._generate_competitive_signal_draft(analysis=analysis, tenant_id=tenant_id)
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charter_draft = await self._generate_charter_draft(analysis=analysis, tenant_id=tenant_id)
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task_drafts = await self._generate_task_chain_draft(analysis=analysis, tenant_id=tenant_id)
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else:
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signal_draft, charter_draft, task_drafts = await asyncio.gather(
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self._generate_competitive_signal_draft(analysis=analysis, tenant_id=tenant_id),
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self._generate_charter_draft(analysis=analysis, tenant_id=tenant_id),
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self._generate_task_chain_draft(analysis=analysis, tenant_id=tenant_id),
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)
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return {
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"analysis": analysis,
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"project": {
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"name": analysis.get("project_name") or input_text[:20] or "未命名项目",
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"title": analysis.get("project_title") or input_text[:50] or "未命名项目",
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"description": input_text,
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"assigned_role": analysis.get("primary_role") or "backend",
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"domain_id": analysis.get("domain_id"),
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},
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"signal": signal_draft,
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"charter": charter_draft,
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"tasks": task_drafts,
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"risks": self._build_risk_alert_drafts(analysis=analysis),
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}
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