601 lines
22 KiB
Python
601 lines
22 KiB
Python
"""AI PMO 决策中枢 API。"""
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from __future__ import annotations
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from datetime import datetime
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from typing import Any, Literal, Optional
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from fastapi import APIRouter, Depends, HTTPException
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from pydantic import BaseModel, Field
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from sqlalchemy import and_, select
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from sqlalchemy.ext.asyncio import AsyncSession
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from ..core.response import success_response
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from ..database import get_db
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from ..dependencies.auth import get_current_user
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from ..dependencies.tenant import get_tenant_id
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from ..models import DecisionRecord, IngestEvent, PlanBundle, PortfolioSnapshot, Project, ReplyReceipt, User, WorkItem
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from ..services.ai_pmo_cadence_service import AIPMOCadenceService
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from ..services.ai_pmo_kernel_service import AIPMOKernelService
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router = APIRouter(prefix="/ai-pmo", tags=["AI PMO"])
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class PMOProcessTextRequest(BaseModel):
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message_text: str = Field(..., min_length=1, max_length=4000)
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sender: Optional[str] = Field(default=None, max_length=120)
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source_message_id: Optional[str] = Field(default=None, max_length=128)
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project_id: Optional[int] = Field(default=None)
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class PMOCadenceRunRequest(BaseModel):
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cadence_type: str = Field(..., min_length=1, max_length=32)
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project_id: Optional[int] = Field(default=None)
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class PMOResumeWorkItemRequest(BaseModel):
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project_id: Optional[int] = Field(default=None)
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source_message_id: Optional[str] = Field(default=None, max_length=128)
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class PMOWorkItemDecisionRequest(BaseModel):
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action: Literal["approve", "reject"] = Field(..., description="审批动作：approve=继续执行，reject=标记失效")
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project_id: Optional[int] = Field(default=None)
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source_message_id: Optional[str] = Field(default=None, max_length=128)
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reason: Optional[str] = Field(default=None, max_length=500)
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@router.post("/process-text")
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async def process_text(
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request: PMOProcessTextRequest,
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current_user: User = Depends(get_current_user),
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db: AsyncSession = Depends(get_db),
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tenant_id: int = Depends(get_tenant_id),
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):
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service = AIPMOKernelService(db, tenant_id=tenant_id)
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result = await service.process_ingress(
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source_system="pmflow_manual",
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source_message_id=request.source_message_id,
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message_text=request.message_text,
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sender=str(request.sender or current_user.name or current_user.username or "PMFlow用户"),
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channel_ref="pmflow_manual",
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source_sender_open_id=None,
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captured_at=None,
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chat_type="manual",
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project_hint_id=request.project_id,
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)
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if not result.get("handled"):
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raise HTTPException(status_code=400, detail=str(result.get("reason") or "AI PMO kernel 未处理该输入"))
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return success_response(result)
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@router.get("/work-items")
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async def list_work_items(
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limit: int = 20,
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state: Optional[str] = None,
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project_id: Optional[int] = None,
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current_user: User = Depends(get_current_user),
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db: AsyncSession = Depends(get_db),
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tenant_id: int = Depends(get_tenant_id),
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):
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_ = current_user
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stmt = (
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select(WorkItem, IngestEvent, Project)
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.join(IngestEvent, IngestEvent.id == WorkItem.ingest_event_id)
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.outerjoin(Project, and_(Project.tenant_id == tenant_id, Project.id == WorkItem.project_id))
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.where(WorkItem.tenant_id == tenant_id)
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.order_by(WorkItem.updated_at.desc(), WorkItem.id.desc())
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)
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if state:
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stmt = stmt.where(WorkItem.state == state)
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if project_id is not None:
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stmt = stmt.where(WorkItem.project_id == int(project_id))
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rows = (await db.execute(stmt.limit(max(1, min(limit, 100))))).all()
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items = [
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_serialize_work_item_summary(row=row, ingest=ingest, project=project)
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for row, ingest, project in rows
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]
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return success_response({"items": items})
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@router.get("/work-items/{work_item_id}")
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async def get_work_item(
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work_item_id: int,
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current_user: User = Depends(get_current_user),
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db: AsyncSession = Depends(get_db),
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tenant_id: int = Depends(get_tenant_id),
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):
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_ = current_user
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row = (
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await db.execute(
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select(WorkItem).where(
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and_(
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WorkItem.tenant_id == tenant_id,
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WorkItem.id == int(work_item_id),
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)
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)
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)
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).scalar_one_or_none()
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if row is None:
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raise HTTPException(status_code=404, detail="work_item_not_found")
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decision_rows = (
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await db.execute(
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select(DecisionRecord).where(
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and_(
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DecisionRecord.tenant_id == tenant_id,
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DecisionRecord.work_item_id == int(work_item_id),
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)
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).order_by(DecisionRecord.id.asc())
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)
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).scalars().all()
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plan_rows = (
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await db.execute(
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select(PlanBundle).where(
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and_(
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PlanBundle.tenant_id == tenant_id,
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PlanBundle.work_item_id == int(work_item_id),
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)
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).order_by(PlanBundle.id.asc())
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)
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).scalars().all()
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reply_rows = (
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await db.execute(
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select(ReplyReceipt).where(
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and_(
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ReplyReceipt.tenant_id == tenant_id,
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ReplyReceipt.work_item_id == int(work_item_id),
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)
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).order_by(ReplyReceipt.id.asc())
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)
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).scalars().all()
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payload: dict[str, Any] = {
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"id": int(row.id),
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"source_system": row.source_system,
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"source_message_id": row.source_message_id,
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"state": row.state,
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"intent": row.intent,
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"decision_level": row.decision_level,
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"project_id": _safe_int(row.project_id),
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"signal_id": _safe_int(row.signal_id),
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"context_snapshot": row.context_snapshot,
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"action_bundle": row.action_bundle,
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"execution_result": row.execution_result,
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"review_summary": row.review_summary,
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"reply_template_key": row.reply_template_key,
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"decision_records": [
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{
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"id": int(item.id),
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"decision_level": item.decision_level,
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"decision_object_type": item.decision_object_type,
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"decision_object_id": _safe_int(item.decision_object_id),
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"rationale": item.rationale,
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"risk_score": item.risk_score,
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"budget_impact": item.budget_impact,
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"resource_impact": item.resource_impact,
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"simulation_result": item.simulation_result,
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"policy_gate_hit": bool(item.policy_gate_hit),
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"policy_gate_code": item.policy_gate_code,
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"approval_requirement": item.approval_requirement,
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"execution_result": item.execution_result,
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"final_outcome": item.final_outcome,
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}
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for item in decision_rows
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],
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"plan_bundles": [
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{
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"id": int(item.id),
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"plan_type": item.plan_type,
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"summary": item.summary,
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"payload": item.payload,
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}
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for item in plan_rows
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],
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"reply_receipts": [
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{
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"id": int(item.id),
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"receipt_phase": item.receipt_phase,
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"template_key": item.template_key,
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"payload": item.payload,
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"status": item.status,
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}
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for item in reply_rows
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],
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}
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return success_response(payload)
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@router.post("/work-items/{work_item_id}/resume")
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async def resume_work_item(
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work_item_id: int,
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request: PMOResumeWorkItemRequest,
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current_user: User = Depends(get_current_user),
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db: AsyncSession = Depends(get_db),
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tenant_id: int = Depends(get_tenant_id),
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):
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target = (
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await db.execute(
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select(WorkItem).where(
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and_(
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WorkItem.tenant_id == tenant_id,
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WorkItem.id == int(work_item_id),
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)
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).limit(1)
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)
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).scalar_one_or_none()
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if target is None:
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raise HTTPException(status_code=404, detail="work_item_not_found")
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service = AIPMOKernelService(db, tenant_id=tenant_id)
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raw_result = await service.process_ingress(
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source_system="ai_pmo_ui",
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source_message_id=request.source_message_id or f"resume-{int(work_item_id)}-{int(datetime.now().timestamp() * 1000)}",
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message_text=f"继续处理 work_item #{int(work_item_id)}",
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sender=str(current_user.name or current_user.username or "PMFlow用户"),
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channel_ref="ai_pmo_ui",
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source_sender_open_id=None,
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captured_at=None,
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chat_type="manual",
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project_hint_id=request.project_id or _safe_int(target.project_id),
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)
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result = _normalize_resume_result(raw=raw_result, target_work_item=target)
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return success_response(result)
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@router.post("/work-items/{work_item_id}/decision")
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async def decide_work_item(
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work_item_id: int,
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request: PMOWorkItemDecisionRequest,
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current_user: User = Depends(get_current_user),
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db: AsyncSession = Depends(get_db),
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tenant_id: int = Depends(get_tenant_id),
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):
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target = (
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await db.execute(
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select(WorkItem).where(
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and_(
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WorkItem.tenant_id == tenant_id,
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WorkItem.id == int(work_item_id),
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)
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).limit(1)
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)
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).scalar_one_or_none()
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if target is None:
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raise HTTPException(status_code=404, detail="work_item_not_found")
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if request.action == "reject":
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result = await _reject_work_item(
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db=db,
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tenant_id=tenant_id,
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target=target,
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current_user=current_user,
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reason=request.reason,
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)
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return success_response(result)
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service = AIPMOKernelService(db, tenant_id=tenant_id)
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raw_result = await service.process_ingress(
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source_system="ai_pmo_ui",
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source_message_id=request.source_message_id or f"decision-approve-{int(work_item_id)}-{int(datetime.now().timestamp() * 1000)}",
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message_text=f"继续处理 work_item #{int(work_item_id)}",
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sender=str(current_user.name or current_user.username or "PMFlow用户"),
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channel_ref="ai_pmo_ui",
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source_sender_open_id=None,
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captured_at=None,
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chat_type="manual",
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project_hint_id=request.project_id or _safe_int(target.project_id),
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)
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result = _normalize_resume_result(raw=raw_result, target_work_item=target)
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return success_response(result)
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@router.post("/cadence/run")
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async def run_cadence(
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request: PMOCadenceRunRequest,
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current_user: User = Depends(get_current_user),
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db: AsyncSession = Depends(get_db),
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tenant_id: int = Depends(get_tenant_id),
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):
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_ = current_user
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service = AIPMOCadenceService(db, tenant_id=tenant_id)
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try:
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snapshot = await service.generate_snapshot(
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cadence_type=request.cadence_type,
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project_id=request.project_id,
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)
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except ValueError as exc:
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raise HTTPException(status_code=400, detail=str(exc)) from exc
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await db.commit()
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return success_response(snapshot)
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@router.get("/cadence/latest")
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async def get_latest_cadence_snapshot(
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cadence_type: str,
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project_id: Optional[int] = None,
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current_user: User = Depends(get_current_user),
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db: AsyncSession = Depends(get_db),
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tenant_id: int = Depends(get_tenant_id),
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):
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_ = current_user
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service = AIPMOCadenceService(db, tenant_id=tenant_id)
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snapshot = await service.get_latest_snapshot(
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cadence_type=cadence_type,
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project_id=project_id,
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)
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return success_response(snapshot)
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@router.get("/portfolio/program-view")
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async def get_program_view(
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current_user: User = Depends(get_current_user),
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db: AsyncSession = Depends(get_db),
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tenant_id: int = Depends(get_tenant_id),
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):
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_ = current_user
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service = AIPMOCadenceService(db, tenant_id=tenant_id)
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return success_response(await service.build_program_view())
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@router.get("/portfolio/latest")
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async def get_latest_portfolio_snapshot(
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scope_type: str = "tenant",
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project_id: Optional[int] = None,
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current_user: User = Depends(get_current_user),
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db: AsyncSession = Depends(get_db),
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tenant_id: int = Depends(get_tenant_id),
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):
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_ = current_user
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scope_ref = f"project:{int(project_id)}" if project_id is not None else f"tenant:{tenant_id}"
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row = (
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await db.execute(
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select(PortfolioSnapshot).where(
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and_(
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PortfolioSnapshot.tenant_id == tenant_id,
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PortfolioSnapshot.scope_type == scope_type,
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PortfolioSnapshot.scope_ref == scope_ref,
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)
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).order_by(PortfolioSnapshot.id.desc()).limit(1)
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)
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).scalar_one_or_none()
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if row is None:
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return success_response(None)
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return success_response(
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{
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"id": int(row.id),
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"scope_type": row.scope_type,
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"scope_ref": row.scope_ref,
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"summary": row.summary,
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"payload": row.payload,
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"created_at": row.created_at.isoformat() if row.created_at else None,
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}
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)
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def _safe_int(value: Any) -> Optional[int]:
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try:
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if value is None or value == "":
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return None
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return int(value)
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except (TypeError, ValueError):
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return None
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def _compact_text(value: Any, limit: int) -> str:
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text = " ".join(str(value or "").split()).strip()
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if len(text) <= limit:
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return text
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return f"{text[: max(limit - 1, 1)].rstrip()}…"
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def _priority_from_review(review_summary: Any) -> tuple[str, int]:
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payload = review_summary if isinstance(review_summary, dict) else {}
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risk_score = float(payload.get("risk_score_after") or 0.0)
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if risk_score >= 0.75:
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return "high", 3
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if risk_score >= 0.45:
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return "medium", 2
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return "low", 1
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def _blocking_reason(row: WorkItem) -> Optional[str]:
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execution_result = row.execution_result if isinstance(row.execution_result, dict) else {}
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review_summary = row.review_summary if isinstance(row.review_summary, dict) else {}
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reason = str(execution_result.get("reason") or execution_result.get("error_message") or "").strip()
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if reason:
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return reason
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divergences = review_summary.get("divergences") if isinstance(review_summary.get("divergences"), list) else []
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if divergences and isinstance(divergences[0], dict):
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return str(divergences[0].get("detail") or "").strip() or None
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return None
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def _next_step_text(row: WorkItem) -> Optional[str]:
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review_summary = row.review_summary if isinstance(row.review_summary, dict) else {}
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next_actions = review_summary.get("next_actions") if isinstance(review_summary.get("next_actions"), list) else []
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if next_actions:
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return str(next_actions[0]).strip()
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action_bundle = row.action_bundle if isinstance(row.action_bundle, dict) else {}
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summary = str(action_bundle.get("summary") or "").strip()
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return summary or None
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def _stage_text(state: str) -> str:
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mapping = {
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"received": "已接收",
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"modeled": "已建模",
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"decided": "已决策",
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"planned": "已规划",
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"executing": "执行中",
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"waiting_manual": "待人工确认",
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"succeeded": "执行完成",
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"failed": "执行失败",
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"ignored": "已忽略",
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}
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return mapping.get(str(state or "").strip(), str(state or "").strip() or "-")
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def _serialize_work_item_summary(*, row: WorkItem, ingest: IngestEvent, project: Optional[Project]) -> dict[str, Any]:
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payload = ingest.payload if isinstance(ingest.payload, dict) else {}
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message_text = str(payload.get("message_text") or "").strip()
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summary = _compact_text(message_text or _next_step_text(row) or row.intent or "AI PMO 工作项", 180)
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title = _compact_text(message_text or f"AI PMO · {row.intent or 'work_item'}", 64)
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priority, priority_rank = _priority_from_review(row.review_summary)
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project_name = None
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if project is not None:
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project_name = str(project.title or project.name or "").strip() or None
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project_id = _safe_int(row.project_id)
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return {
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"id": int(row.id),
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"source_system": row.source_system,
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"source_message_id": row.source_message_id,
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"state": row.state,
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"intent": row.intent,
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"decision_level": row.decision_level,
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"project_id": project_id,
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"project_name": project_name,
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"signal_id": _safe_int(row.signal_id),
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"reply_template_key": row.reply_template_key,
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"title": title or f"工作项#{int(row.id)}",
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"summary": summary,
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"ai_plan": _compact_text(((row.action_bundle or {}) if isinstance(row.action_bundle, dict) else {}).get("summary") or "", 180) or None,
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"blocking_reason": _blocking_reason(row),
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"next_step_text": _next_step_text(row),
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"stage_text": _stage_text(str(row.state or "")),
|
||
"priority": priority,
|
||
"priority_rank": priority_rank,
|
||
"target_url": f"/projects/{project_id}/board" if project_id is not None else None,
|
||
"review_summary": row.review_summary,
|
||
"execution_result": row.execution_result,
|
||
"created_at": row.created_at.isoformat() if row.created_at else None,
|
||
"updated_at": row.updated_at.isoformat() if row.updated_at else None,
|
||
}
|
||
|
||
|
||
def _normalize_resume_result(*, raw: dict[str, Any], target_work_item: WorkItem) -> dict[str, Any]:
|
||
if not bool(raw.get("handled")):
|
||
reason = str(raw.get("error") or raw.get("reason") or "继续执行失败").strip() or "继续执行失败"
|
||
return {
|
||
"handled": False,
|
||
"status": "failed_safe",
|
||
"followup_reply": reason,
|
||
"target_work_item_id": int(target_work_item.id),
|
||
"target_state": str(target_work_item.state or "").strip() or None,
|
||
"target_intent": str(target_work_item.intent or "").strip() or None,
|
||
"project_id": _safe_int(target_work_item.project_id),
|
||
"signal_id": _safe_int(target_work_item.signal_id),
|
||
"auto_tasks": [],
|
||
}
|
||
|
||
state = None
|
||
rows = raw.get("results") if isinstance(raw.get("results"), list) else []
|
||
if rows and isinstance(rows[0], dict):
|
||
state = str(rows[0].get("state") or "").strip() or None
|
||
if not state:
|
||
state = str(target_work_item.state or "").strip() or None
|
||
|
||
if state == "succeeded":
|
||
status = "succeeded"
|
||
elif state == "waiting_manual":
|
||
status = "pending_manual"
|
||
elif state == "ignored":
|
||
status = "invalidated"
|
||
else:
|
||
status = "failed_safe"
|
||
|
||
followup_reply = str(raw.get("direct_reply_text") or "").strip()
|
||
if not followup_reply:
|
||
if status == "succeeded":
|
||
followup_reply = "已继续执行并完成。"
|
||
elif status == "pending_manual":
|
||
followup_reply = "继续执行后仍需补充信息或人工确认。"
|
||
elif status == "invalidated":
|
||
followup_reply = "该工作项已失效，不再继续执行。"
|
||
else:
|
||
followup_reply = "继续执行失败，请查看详情。"
|
||
|
||
linked_project_ids = raw.get("linked_project_ids") if isinstance(raw.get("linked_project_ids"), list) else []
|
||
project_id = _safe_int(linked_project_ids[0]) if linked_project_ids else _safe_int(target_work_item.project_id)
|
||
return {
|
||
"handled": True,
|
||
"status": status,
|
||
"followup_reply": followup_reply,
|
||
"target_work_item_id": int(target_work_item.id),
|
||
"target_state": state,
|
||
"target_intent": str(target_work_item.intent or "").strip() or None,
|
||
"project_id": project_id,
|
||
"signal_id": _safe_int(raw.get("signal_id")) or _safe_int(target_work_item.signal_id),
|
||
"auto_tasks": raw.get("auto_tasks") if isinstance(raw.get("auto_tasks"), list) else [],
|
||
}
|
||
|
||
|
||
async def _reject_work_item(
|
||
*,
|
||
db: AsyncSession,
|
||
tenant_id: int,
|
||
target: WorkItem,
|
||
current_user: User,
|
||
reason: Optional[str],
|
||
) -> dict[str, Any]:
|
||
current_state = str(target.state or "").strip()
|
||
if current_state == "ignored":
|
||
return {
|
||
"handled": True,
|
||
"status": "invalidated",
|
||
"followup_reply": "该工作项已处于失效状态。",
|
||
"target_work_item_id": int(target.id),
|
||
"target_state": "ignored",
|
||
"target_intent": str(target.intent or "").strip() or None,
|
||
"project_id": _safe_int(target.project_id),
|
||
"signal_id": _safe_int(target.signal_id),
|
||
"auto_tasks": [],
|
||
}
|
||
|
||
reject_reason = str(reason or "").strip() or "人工审批拒绝，工作项已失效。"
|
||
existing_execution = target.execution_result if isinstance(target.execution_result, dict) else {}
|
||
target.state = "ignored"
|
||
target.execution_result = {
|
||
**existing_execution,
|
||
"status": "invalidated",
|
||
"manual_decision": "reject",
|
||
"manual_reason": reject_reason,
|
||
"operator_user_id": _safe_int(current_user.id),
|
||
"processed_at": datetime.now().isoformat(),
|
||
}
|
||
target.review_summary = {
|
||
"verified": False,
|
||
"issues": ["rejected_by_user"],
|
||
"next_step": "该工作项已进入失效状态",
|
||
"operator": str(current_user.name or current_user.username or "").strip() or None,
|
||
"reason": reject_reason,
|
||
}
|
||
target.reply_template_key = "action_rejected"
|
||
|
||
decision_row = (
|
||
await db.execute(
|
||
select(DecisionRecord)
|
||
.where(
|
||
and_(
|
||
DecisionRecord.tenant_id == tenant_id,
|
||
DecisionRecord.work_item_id == int(target.id),
|
||
)
|
||
)
|
||
.order_by(DecisionRecord.id.desc())
|
||
.limit(1)
|
||
)
|
||
).scalar_one_or_none()
|
||
if decision_row is not None:
|
||
decision_row.execution_result = target.execution_result
|
||
decision_row.final_outcome = "ignored"
|
||
|
||
await db.commit()
|
||
return {
|
||
"handled": True,
|
||
"status": "invalidated",
|
||
"followup_reply": reject_reason,
|
||
"target_work_item_id": int(target.id),
|
||
"target_state": "ignored",
|
||
"target_intent": str(target.intent or "").strip() or None,
|
||
"project_id": _safe_int(target.project_id),
|
||
"signal_id": _safe_int(target.signal_id),
|
||
"auto_tasks": [],
|
||
}
|