2560 lines
114 KiB
Python
2560 lines
114 KiB
Python
"""PMFlow OS read-only projection service."""
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from __future__ import annotations
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from datetime import datetime
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from decimal import Decimal
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from typing import Any, Optional
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from sqlalchemy import and_, or_, select
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from sqlalchemy.ext.asyncio import AsyncSession
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from sqlalchemy.orm.attributes import flag_modified
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from ..models import (
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FeedbackIngest,
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IterationRecommendation,
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ModelCatalogItem,
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ModelEvalRun,
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ModelRecommendationSnapshot,
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PMFlowApproval,
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PMFlowChangeItem,
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PMFlowChangeSet,
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PMFlowEvidenceLink,
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PMFlowThreadMessage,
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PMFlowThread as PMFlowThreadModel,
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ProgressEvent,
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Project,
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ProjectModelBinding,
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PromptPackage,
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ReleaseValidationRun,
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RepoBinding,
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RevenueEvent,
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ROISnapshot,
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SemanticFact,
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Task,
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TruthNode,
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User,
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UserProject,
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)
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from ..schemas.pmflow_os import (
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ExecutionSummaryProjection,
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PMFlowDecision,
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PMFlowExecutionHandoffConsumeRequest,
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PMFlowExecutionHandoffRequest,
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PMFlowExecutionProgressEventRequest,
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PMFlowExecutionContext,
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PMFlowFeedEvent,
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PMFlowIterationRecommendationChangeSetDraftRequest,
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PMFlowMetricSignal,
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PMFlowModelDecision,
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PMFlowProjectMemory,
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PMFlowProjectSummary,
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PMFlowRelease,
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PMFlowReleaseFeedbackIngestRequest,
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PMFlowReleaseValidationRunCreateRequest,
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PMFlowRequirement,
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PMFlowRisk,
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PMFlowTask,
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PMFlowTestRun,
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PMFlowThread,
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ProjectTruthStateProjection,
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)
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from .ai_project_control_service import AIProjectControlService
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from .pmflow_change_review_service import PMFlowChangeReviewService
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from ..utils.timezone import now_cn_naive
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class PMFlowOSProjectionService:
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"""Builds PMFlow OS compatible read models from existing production tables."""
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def __init__(self, db: AsyncSession, *, tenant_id: int):
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self.db = db
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self.tenant_id = int(tenant_id)
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async def get_truth_state(
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self,
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*,
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project_id: int,
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current_user_id: Optional[int] = None,
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) -> ProjectTruthStateProjection:
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project = await self._load_project(project_id=project_id)
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truth_nodes = await self._load_truth_nodes(project_id=project_id)
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tasks = await self._load_tasks(project_id=project_id)
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task_items = self._project_tasks(tasks)
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execution_summary = await self.get_execution_summary(
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project_id=project_id,
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current_user_id=current_user_id,
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)
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project_stage = self._infer_project_stage(truth_nodes=truth_nodes, tasks=tasks, execution=execution_summary.execution)
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launch_thread, launch_messages = await self._load_project_thread(project_id=project_id)
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thread_id = str(launch_thread.id) if launch_thread is not None else f"thread-project-{project.id}"
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requirements = self._project_requirements(truth_nodes=truth_nodes, tasks=task_items)
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releases = await self._project_releases(truth_nodes=truth_nodes, project_id=project_id)
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test_runs = await self._project_test_runs(project_id=project_id)
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metric_signals = await self._project_metric_signals(project_id=project_id)
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memory = await self._project_memory(
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project=project,
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truth_nodes=truth_nodes,
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task_ids=[int(task.id) for task, _ in tasks],
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)
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review_projection = await self._load_review_projection(project_id=project_id)
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active_change_set_id = self._active_change_set_id(review_projection["change_sets"])
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project_members = await self._load_project_members(project=project)
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reviewer_routing, reviewer_warnings = self._project_reviewer_routing(
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change_sets=review_projection["change_sets"],
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change_items=review_projection["change_items"],
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members=project_members,
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)
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loop_stage = self._review_loop_stage(
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change_sets=review_projection["change_sets"],
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change_items=review_projection["change_items"],
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)
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warnings: list[str] = []
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if launch_thread is None:
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warnings.append("thread_projection_empty: no pmflow_threads row was found; returning an empty canonical thread.")
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if not launch_messages:
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warnings.append("thread_messages_empty: no pmflow_thread_messages rows were found for this project.")
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if not truth_nodes:
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warnings.append("truth_nodes_empty: no confirmed project truth nodes were found for this project.")
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if not tasks:
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warnings.append("tasks_empty: no task rows were found for this project.")
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return ProjectTruthStateProjection(
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loopStage=loop_stage,
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lastWritebackAt=self._latest_iso([node.updated_at for node in truth_nodes] + [task.updated_at for task, _ in tasks]),
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project=PMFlowProjectSummary(
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id=str(project.id),
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name=project.title or project.name,
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goal=self._project_goal(project=project, truth_nodes=truth_nodes),
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stage=project_stage,
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threadId=thread_id,
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),
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thread=PMFlowThread(
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id=thread_id,
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title=launch_thread.title if launch_thread is not None else f"{project.title or project.name} 项目线程",
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projectId=str(project.id),
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objective=launch_thread.objective if launch_thread is not None else self._project_goal(project=project, truth_nodes=truth_nodes),
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extractionStatus="idle",
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messageIds=[str(message.id) for message in launch_messages],
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),
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messages=self._project_messages(launch_messages),
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changeSets=review_projection["change_sets"],
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changeItems=review_projection["change_items"],
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evidence=review_projection["evidence"],
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requirements=requirements,
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decisions=self._project_decisions(truth_nodes),
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tasks=task_items,
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risks=self._project_risks(truth_nodes),
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modelDecisions=await self._project_model_decisions(project_id=project_id),
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testRuns=test_runs,
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releases=releases,
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metricSignals=metric_signals,
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feed=self._project_feed(
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execution_summary=execution_summary,
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test_runs=test_runs,
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releases=releases,
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metric_signals=metric_signals,
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),
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approvals=review_projection["approvals"],
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reviewerRouting=reviewer_routing,
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activeChangeSetId=active_change_set_id,
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selectedTaskId=execution_summary.execution.taskId,
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execution=execution_summary.execution,
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projectMemory=memory,
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projectionWarnings=warnings + reviewer_warnings + execution_summary.warnings,
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)
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async def get_execution_summary(
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self,
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*,
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project_id: int,
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current_user_id: Optional[int] = None,
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) -> ExecutionSummaryProjection:
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await self._load_project(project_id=project_id)
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control = AIProjectControlService(self.db, tenant_id=self.tenant_id)
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dev_sync = await control.get_project_dev_sync_summary(
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project_id=int(project_id),
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current_user_id=current_user_id,
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)
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latest_package = await self._load_latest_prompt_package(project_id=project_id)
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warnings: list[str] = []
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events = list(dev_sync.get("recent_progress_events") or [])
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active_tasks = list(dev_sync.get("active_dev_tasks") or [])
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repos = list(dev_sync.get("repo_bindings") or [])
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deliveries = list(dev_sync.get("recent_deliveries") or [])
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if not repos:
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warnings.append("repo_bindings_empty: no active repo binding is available for this project.")
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if not active_tasks:
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warnings.append("active_dev_tasks_empty: no active dev task is available in dev-sync summary.")
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if not latest_package:
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warnings.append("prompt_package_empty: no prompt package has been generated for this project.")
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if not events:
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warnings.append("progress_events_empty: no execution progress events have been recorded.")
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task_id = self._pick_execution_task_id(active_tasks=active_tasks, latest_package=latest_package, events=events)
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latest_event = events[0] if events else None
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status = self._map_execution_status(
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task_status=self._pick_task_status(active_tasks, task_id),
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event=latest_event,
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)
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prompt = latest_package.package_text if latest_package is not None else ""
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commit_log = self._event_commit_log(events)
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pr_status = self._project_pr_status(active_tasks=active_tasks, task_id=task_id, events=events)
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test_summary = self._project_test_summary(events)
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writeback = self._project_writeback_status(latest_event)
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latest_release_validation = await self._load_latest_release_validation_run(project_id=project_id)
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release_gate = self._build_release_gate(events=events, deliveries=deliveries)
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if latest_release_validation is not None:
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release_gate["latestValidationRun"] = self._serialize_release_validation_run(latest_release_validation)
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release_signals = await self._build_release_signals(
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project_id=project_id,
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release_gate=release_gate,
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latest_release_validation=latest_release_validation,
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)
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return ExecutionSummaryProjection(
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projectId=str(project_id),
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execution=PMFlowExecutionContext(
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taskId=task_id,
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status=status,
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prompt=prompt,
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commitLog=commit_log,
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prStatus=pr_status,
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testSummary=test_summary,
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writebackStatus=writeback,
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),
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releaseGate=release_gate,
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releaseSignals=release_signals,
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devSync=dev_sync.get("summary") or {},
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promptPackage=None if latest_package is None else self._serialize_prompt_package(latest_package),
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repoBindings=repos,
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activeDevTasks=active_tasks,
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recentProgressEvents=events,
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recentDeliveries=deliveries,
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warnings=warnings,
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)
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async def create_execution_handoff(
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self,
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*,
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project_id: int,
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body: PMFlowExecutionHandoffRequest,
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current_user_id: Optional[int] = None,
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) -> ExecutionSummaryProjection:
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project = await self._load_project(project_id=project_id)
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task = await self._load_project_task(project_id=project_id, task_id=body.task_id)
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repo = await self._load_project_repo_binding(project_id=project_id, repo_binding_id=body.repo_binding_id)
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prompt_package = await self._load_active_prompt_package_for_task(project_id=project_id, task_id=int(task.id))
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if prompt_package is None:
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prompt_package = await self._create_execution_prompt_package(
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project=project,
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task=task,
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repo=repo,
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runtime_target=body.runtime_target,
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note=body.note,
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)
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else:
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payload = dict(self._payload(prompt_package.package_payload))
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payload["latest_handoff"] = self._handoff_payload(
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task=task,
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repo=repo,
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runtime_target=body.runtime_target,
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note=body.note,
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prompt_package_id=int(prompt_package.id),
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)
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prompt_package.package_payload = payload
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flag_modified(prompt_package, "package_payload")
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event = ProgressEvent(
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tenant_id=self.tenant_id,
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task_id=int(task.id),
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project_id=int(project_id),
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user_id=int(current_user_id) if current_user_id is not None else None,
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repo_binding_id=int(repo.id) if repo is not None else None,
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event_type="handoff_created",
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source="pmflow_os",
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derived_task_status="pushed",
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summary=self._handoff_summary(task=task, repo=repo, runtime_target=body.runtime_target),
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payload=self._handoff_payload(
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task=task,
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repo=repo,
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runtime_target=body.runtime_target,
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note=body.note,
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prompt_package_id=int(prompt_package.id),
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),
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occurred_at=now_cn_naive(),
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)
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self.db.add(event)
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await self.db.commit()
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return await self.get_execution_summary(project_id=project_id, current_user_id=current_user_id)
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async def create_release_validation_run(
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self,
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*,
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project_id: int,
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body: PMFlowReleaseValidationRunCreateRequest,
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current_user_id: Optional[int] = None,
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||
) -> dict[str, Any]:
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await self._load_project(project_id=project_id)
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summary = await self.get_execution_summary(project_id=project_id, current_user_id=current_user_id)
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release_gate = dict(summary.releaseGate or {})
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evidence = list(release_gate.get("evidence") or [])
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if str(release_gate.get("status") or "empty") == "empty" or not evidence:
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raise ValueError("release_validation_evidence_empty")
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status = self._release_validation_status(gate_status=str(release_gate.get("status") or ""), decision=body.decision)
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run = ReleaseValidationRun(
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tenant_id=self.tenant_id,
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project_id=int(project_id),
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status=status,
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score=self._release_validation_score(status),
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key_metrics=self._release_validation_metrics(release_gate),
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risk_items=self._release_validation_risks(release_gate, decision=body.decision),
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rollback_plan=self._release_validation_rollback_plan(release_gate),
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validation_summary={
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"source": "pmflow_os_release_gate",
|
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"projectId": str(project_id),
|
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"status": status,
|
||
"releaseGateStatus": release_gate.get("status"),
|
||
"humanDecision": body.decision,
|
||
"note": body.note,
|
||
"createdBy": None if current_user_id is None else str(current_user_id),
|
||
"createdAt": now_cn_naive().isoformat(),
|
||
"deploymentExecuted": False,
|
||
"evidence": evidence,
|
||
"blockingReasons": list(release_gate.get("blockingReasons") or []),
|
||
"nextActions": list(release_gate.get("nextActions") or []),
|
||
"checks": list(release_gate.get("checks") or []),
|
||
},
|
||
)
|
||
self.db.add(run)
|
||
await self.db.commit()
|
||
await self.db.refresh(run)
|
||
updated_summary = await self.get_execution_summary(project_id=project_id, current_user_id=current_user_id)
|
||
return {
|
||
"releaseValidationRun": self._serialize_release_validation_run(run),
|
||
"executionSummary": updated_summary.model_dump(mode="json"),
|
||
"warnings": [] if status != "blocked" else list(release_gate.get("blockingReasons") or []),
|
||
}
|
||
|
||
async def create_release_feedback_ingest(
|
||
self,
|
||
*,
|
||
project_id: int,
|
||
body: PMFlowReleaseFeedbackIngestRequest,
|
||
current_user_id: Optional[int] = None,
|
||
) -> dict[str, Any]:
|
||
await self._load_project(project_id=project_id)
|
||
charter_id = self._optional_int(body.charter_id, error_code="charter_not_found")
|
||
control = AIProjectControlService(self.db, tenant_id=self.tenant_id)
|
||
try:
|
||
payload = await control.ingest_feedback(
|
||
project_id=int(project_id),
|
||
actor_user_id=current_user_id,
|
||
source_type=body.source_type,
|
||
title=body.title,
|
||
content=body.content,
|
||
charter_id=charter_id,
|
||
metrics=dict(body.metrics or {}),
|
||
samples=list(body.samples or []),
|
||
)
|
||
except ValueError as exc:
|
||
if str(exc) == "反馈内容不能为空":
|
||
raise ValueError("feedback_content_empty") from exc
|
||
raise
|
||
updated_summary = await self.get_execution_summary(project_id=project_id, current_user_id=current_user_id)
|
||
release_signals = dict(updated_summary.releaseSignals or {})
|
||
raw_ingest_id = str((payload.get("ingest") or {}).get("id") or "")
|
||
projected_ingest = next(
|
||
(item for item in list(release_signals.get("feedback") or []) if str(item.get("id")) == raw_ingest_id),
|
||
None,
|
||
)
|
||
projected_recommendation = next(
|
||
(
|
||
item
|
||
for item in list(release_signals.get("recommendations") or [])
|
||
if str(item.get("feedbackIngestId") or "") == raw_ingest_id
|
||
),
|
||
None,
|
||
)
|
||
return {
|
||
"ingest": projected_ingest or payload.get("ingest"),
|
||
"recommendation": projected_recommendation or payload.get("recommendation"),
|
||
"releaseSignals": release_signals,
|
||
"executionSummary": updated_summary.model_dump(mode="json"),
|
||
"warnings": list(release_signals.get("warnings") or []),
|
||
}
|
||
|
||
async def create_iteration_recommendation_change_set_draft(
|
||
self,
|
||
*,
|
||
project_id: int,
|
||
recommendation_id: int,
|
||
body: PMFlowIterationRecommendationChangeSetDraftRequest,
|
||
current_user_id: Optional[int] = None,
|
||
) -> dict[str, Any]:
|
||
project = await self._load_project(project_id=project_id)
|
||
recommendation = await self._load_iteration_recommendation(
|
||
project_id=project_id,
|
||
recommendation_id=recommendation_id,
|
||
)
|
||
summary_payload = dict(recommendation.recommendation_summary or {})
|
||
existing_change_set_id = self._optional_int(
|
||
summary_payload.get("changeSetId"),
|
||
error_code="iteration_recommendation_not_found",
|
||
)
|
||
if existing_change_set_id is not None:
|
||
existing = await self._load_recommendation_change_set(
|
||
project_id=project_id,
|
||
change_set_id=existing_change_set_id,
|
||
)
|
||
if existing is not None:
|
||
detail = await PMFlowChangeReviewService(self.db, tenant_id=self.tenant_id).get_change_set_detail(
|
||
project_id=project_id,
|
||
change_set_id=int(existing.id),
|
||
)
|
||
updated_summary = await self.get_execution_summary(project_id=project_id, current_user_id=current_user_id)
|
||
return {
|
||
"changeSetDetail": detail,
|
||
"executionSummary": updated_summary.model_dump(mode="json"),
|
||
"warnings": ["iteration_recommendation_changeset_reused"],
|
||
}
|
||
|
||
feedback = await self._load_feedback_ingest(
|
||
project_id=project_id,
|
||
feedback_ingest_id=recommendation.feedback_ingest_id,
|
||
)
|
||
thread = await self._resolve_or_create_iteration_thread(project=project)
|
||
message = PMFlowThreadMessage(
|
||
tenant_id=self.tenant_id,
|
||
thread_id=int(thread.id),
|
||
project_id=int(project_id),
|
||
role="assistant",
|
||
content=self._iteration_recommendation_message(
|
||
recommendation=recommendation,
|
||
feedback=feedback,
|
||
note=body.note,
|
||
),
|
||
source="pmflow_os",
|
||
attachments=[],
|
||
message_metadata={
|
||
"source": "iteration_recommendation",
|
||
"recommendation_id": str(recommendation.id),
|
||
"feedback_ingest_id": None if feedback is None else str(feedback.id),
|
||
"created_by": None if current_user_id is None else int(current_user_id),
|
||
"auto_commit": False,
|
||
"note": body.note,
|
||
},
|
||
status="sent",
|
||
)
|
||
self.db.add(message)
|
||
await self.db.flush()
|
||
|
||
items = self._iteration_recommendation_change_items(
|
||
recommendation=recommendation,
|
||
feedback=feedback,
|
||
project_id=project_id,
|
||
)
|
||
change_set = PMFlowChangeSet(
|
||
tenant_id=self.tenant_id,
|
||
project_id=int(project_id),
|
||
thread_id=int(thread.id),
|
||
source_message_id=int(message.id),
|
||
status="open",
|
||
summary=self._iteration_change_set_summary(recommendation=recommendation, feedback=feedback),
|
||
headline=self._iteration_change_set_headline(recommendation=recommendation, feedback=feedback),
|
||
extraction_scope="iteration_recommendation",
|
||
routing_meta={
|
||
"source": "release_feedback_iteration_loop",
|
||
"recommendationId": str(recommendation.id),
|
||
"feedbackIngestId": None if feedback is None else str(feedback.id),
|
||
"releaseFeedbackLoop": True,
|
||
"autoCommit": False,
|
||
"note": body.note,
|
||
},
|
||
llm_call_id=None,
|
||
created_by=int(current_user_id or project.owner_id),
|
||
)
|
||
self.db.add(change_set)
|
||
await self.db.flush()
|
||
|
||
for item in items:
|
||
item.change_set_id = int(change_set.id)
|
||
self.db.add(item)
|
||
await self.db.flush()
|
||
|
||
evidence = PMFlowEvidenceLink(
|
||
tenant_id=self.tenant_id,
|
||
project_id=int(project_id),
|
||
change_set_id=int(change_set.id),
|
||
change_item_id=None,
|
||
source_type="iteration_recommendation",
|
||
source_id=str(recommendation.id),
|
||
title="发布后反馈迭代建议",
|
||
excerpt=self._iteration_recommendation_excerpt(recommendation=recommendation, feedback=feedback),
|
||
display_label="Release Feedback",
|
||
evidence_metadata={
|
||
"recommendation_id": str(recommendation.id),
|
||
"feedback_ingest_id": None if feedback is None else str(feedback.id),
|
||
"feedback_title": None if feedback is None else feedback.title,
|
||
"priority": recommendation.priority,
|
||
"change_set_created": True,
|
||
},
|
||
)
|
||
self.db.add(evidence)
|
||
|
||
summary_payload.update(
|
||
{
|
||
"changeSetId": str(change_set.id),
|
||
"changeSetCreated": True,
|
||
"changeSetCreatedAt": now_cn_naive().isoformat(),
|
||
"changeSetCreatedBy": None if current_user_id is None else str(current_user_id),
|
||
}
|
||
)
|
||
recommendation.recommendation_summary = summary_payload
|
||
recommendation.status = "changeset_drafted"
|
||
flag_modified(recommendation, "recommendation_summary")
|
||
await self.db.commit()
|
||
await self.db.refresh(change_set)
|
||
|
||
detail = await PMFlowChangeReviewService(self.db, tenant_id=self.tenant_id).get_change_set_detail(
|
||
project_id=project_id,
|
||
change_set_id=int(change_set.id),
|
||
)
|
||
updated_summary = await self.get_execution_summary(project_id=project_id, current_user_id=current_user_id)
|
||
return {
|
||
"changeSetDetail": detail,
|
||
"executionSummary": updated_summary.model_dump(mode="json"),
|
||
"warnings": [],
|
||
}
|
||
|
||
async def consume_execution_handoff(
|
||
self,
|
||
*,
|
||
project_id: int,
|
||
prompt_package_id: int,
|
||
body: PMFlowExecutionHandoffConsumeRequest,
|
||
current_user_id: Optional[int] = None,
|
||
) -> ExecutionSummaryProjection:
|
||
await self._load_project(project_id=project_id)
|
||
prompt_package = await self._load_execution_prompt_package(
|
||
project_id=project_id,
|
||
prompt_package_id=prompt_package_id,
|
||
)
|
||
if prompt_package.task_id is None:
|
||
raise ValueError("task_not_found")
|
||
task = await self._load_project_task(project_id=project_id, task_id=str(prompt_package.task_id))
|
||
payload = dict(self._payload(prompt_package.package_payload))
|
||
latest_handoff = dict(self._payload(payload.get("latest_handoff")))
|
||
runtime_target = body.runtime_target or str(latest_handoff.get("runtime_target") or payload.get("runtime_target") or "manual")
|
||
repo_binding_id = str(latest_handoff.get("repo_binding_id") or "").strip() or None
|
||
repo = await self._load_project_repo_binding(project_id=project_id, repo_binding_id=repo_binding_id)
|
||
consumer_label = (body.consumer_label or runtime_target or "runtime").strip()
|
||
consumed_at = now_cn_naive().isoformat()
|
||
consumed_payload = self._handoff_consumed_payload(
|
||
task=task,
|
||
repo=repo,
|
||
runtime_target=runtime_target,
|
||
note=body.note,
|
||
prompt_package_id=int(prompt_package.id),
|
||
consumer_label=consumer_label,
|
||
consumed_at=consumed_at,
|
||
)
|
||
latest_handoff.update(consumed_payload)
|
||
payload["latest_handoff"] = latest_handoff
|
||
payload.setdefault("handoff_consumptions", [])
|
||
if isinstance(payload["handoff_consumptions"], list):
|
||
payload["handoff_consumptions"] = [consumed_payload, *payload["handoff_consumptions"][:9]]
|
||
prompt_package.package_payload = payload
|
||
flag_modified(prompt_package, "package_payload")
|
||
|
||
event = ProgressEvent(
|
||
tenant_id=self.tenant_id,
|
||
task_id=int(task.id),
|
||
project_id=int(project_id),
|
||
user_id=int(current_user_id) if current_user_id is not None else None,
|
||
repo_binding_id=int(repo.id) if repo is not None else None,
|
||
event_type="handoff_consumed",
|
||
source="pmflow_os",
|
||
derived_task_status="coding",
|
||
summary=self._handoff_consumed_summary(task=task, runtime_target=runtime_target, consumer_label=consumer_label),
|
||
payload=consumed_payload,
|
||
occurred_at=now_cn_naive(),
|
||
)
|
||
self.db.add(event)
|
||
await self.db.commit()
|
||
return await self.get_execution_summary(project_id=project_id, current_user_id=current_user_id)
|
||
|
||
async def record_execution_progress_event(
|
||
self,
|
||
*,
|
||
project_id: int,
|
||
body: PMFlowExecutionProgressEventRequest,
|
||
current_user_id: Optional[int] = None,
|
||
) -> ExecutionSummaryProjection:
|
||
await self._load_project(project_id=project_id)
|
||
task = await self._load_project_task(project_id=project_id, task_id=body.task_id)
|
||
repo = await self._load_project_repo_binding(project_id=project_id, repo_binding_id=body.repo_binding_id)
|
||
payload = self._progress_event_payload(body=body, repo=repo)
|
||
summary = self._progress_event_summary(body=body, task=task, repo=repo)
|
||
control = AIProjectControlService(self.db, tenant_id=self.tenant_id)
|
||
await control.create_or_apply_progress_event(
|
||
task_id=int(task.id),
|
||
project_id=int(project_id),
|
||
event_type=body.event_type,
|
||
source=body.source,
|
||
payload=payload,
|
||
summary=summary,
|
||
user_id=int(current_user_id) if current_user_id is not None else None,
|
||
repo_binding_id=int(repo.id) if repo is not None else None,
|
||
event_source_id=body.event_source_id,
|
||
occurred_at=body.occurred_at,
|
||
)
|
||
return await self.get_execution_summary(project_id=project_id, current_user_id=current_user_id)
|
||
|
||
async def _load_project(self, *, project_id: int) -> Project:
|
||
result = await self.db.execute(
|
||
select(Project).where(and_(Project.id == int(project_id), Project.tenant_id == self.tenant_id))
|
||
)
|
||
project = result.scalar_one_or_none()
|
||
if project is None:
|
||
raise ValueError("project_not_found")
|
||
return project
|
||
|
||
async def _load_truth_nodes(self, *, project_id: int) -> list[TruthNode]:
|
||
result = await self.db.execute(
|
||
select(TruthNode)
|
||
.where(and_(TruthNode.tenant_id == self.tenant_id, TruthNode.project_id == int(project_id)))
|
||
.order_by(TruthNode.updated_at.desc(), TruthNode.created_at.desc(), TruthNode.id.desc())
|
||
)
|
||
return list(result.scalars().all())
|
||
|
||
async def _load_tasks(self, *, project_id: int) -> list[tuple[Task, Optional[User]]]:
|
||
result = await self.db.execute(
|
||
select(Task, User)
|
||
.outerjoin(User, User.id == Task.assignee_id)
|
||
.where(and_(Task.tenant_id == self.tenant_id, Task.project_id == int(project_id)))
|
||
.order_by(Task.updated_at.desc(), Task.created_at.desc(), Task.id.desc())
|
||
)
|
||
return [(task, user) for task, user in result.all()]
|
||
|
||
async def _load_project_members(self, *, project: Project) -> list[User]:
|
||
result = await self.db.execute(
|
||
select(User)
|
||
.outerjoin(UserProject, and_(UserProject.user_id == User.id, UserProject.project_id == int(project.id)))
|
||
.where(
|
||
and_(
|
||
User.tenant_id == self.tenant_id,
|
||
or_(UserProject.project_id == int(project.id), User.id == project.owner_id),
|
||
User.is_active.is_(True),
|
||
)
|
||
)
|
||
.order_by(User.id.asc())
|
||
)
|
||
members: dict[int, User] = {}
|
||
for user in result.scalars().all():
|
||
members[int(user.id)] = user
|
||
return list(members.values())
|
||
|
||
async def _load_project_task(self, *, project_id: int, task_id: str) -> Task:
|
||
try:
|
||
normalized_task_id = int(str(task_id).strip())
|
||
except (TypeError, ValueError) as exc:
|
||
raise ValueError("task_not_found") from exc
|
||
result = await self.db.execute(
|
||
select(Task).where(
|
||
and_(
|
||
Task.tenant_id == self.tenant_id,
|
||
Task.project_id == int(project_id),
|
||
Task.id == normalized_task_id,
|
||
)
|
||
)
|
||
)
|
||
task = result.scalar_one_or_none()
|
||
if task is None:
|
||
raise ValueError("task_not_found")
|
||
return task
|
||
|
||
async def _load_project_repo_binding(self, *, project_id: int, repo_binding_id: Optional[str]) -> Optional[RepoBinding]:
|
||
if repo_binding_id is None or str(repo_binding_id).strip() == "":
|
||
return None
|
||
try:
|
||
normalized_repo_id = int(str(repo_binding_id).strip())
|
||
except (TypeError, ValueError) as exc:
|
||
raise ValueError("repo_binding_not_found") from exc
|
||
result = await self.db.execute(
|
||
select(RepoBinding).where(
|
||
and_(
|
||
RepoBinding.tenant_id == self.tenant_id,
|
||
RepoBinding.project_id == int(project_id),
|
||
RepoBinding.id == normalized_repo_id,
|
||
RepoBinding.status == "active",
|
||
)
|
||
)
|
||
)
|
||
repo = result.scalar_one_or_none()
|
||
if repo is None:
|
||
raise ValueError("repo_binding_not_found")
|
||
return repo
|
||
|
||
async def _load_latest_prompt_package(self, *, project_id: int) -> Optional[PromptPackage]:
|
||
result = await self.db.execute(
|
||
select(PromptPackage)
|
||
.where(and_(PromptPackage.tenant_id == self.tenant_id, PromptPackage.project_id == int(project_id)))
|
||
.order_by(PromptPackage.updated_at.desc(), PromptPackage.created_at.desc(), PromptPackage.id.desc())
|
||
.limit(1)
|
||
)
|
||
return result.scalar_one_or_none()
|
||
|
||
async def _load_latest_release_validation_run(self, *, project_id: int) -> Optional[ReleaseValidationRun]:
|
||
result = await self.db.execute(
|
||
select(ReleaseValidationRun)
|
||
.where(and_(ReleaseValidationRun.tenant_id == self.tenant_id, ReleaseValidationRun.project_id == int(project_id)))
|
||
.order_by(ReleaseValidationRun.updated_at.desc(), ReleaseValidationRun.created_at.desc(), ReleaseValidationRun.id.desc())
|
||
.limit(1)
|
||
)
|
||
return result.scalar_one_or_none()
|
||
|
||
async def _load_iteration_recommendation(self, *, project_id: int, recommendation_id: int) -> IterationRecommendation:
|
||
result = await self.db.execute(
|
||
select(IterationRecommendation).where(
|
||
and_(
|
||
IterationRecommendation.tenant_id == self.tenant_id,
|
||
IterationRecommendation.project_id == int(project_id),
|
||
IterationRecommendation.id == int(recommendation_id),
|
||
)
|
||
)
|
||
)
|
||
row = result.scalar_one_or_none()
|
||
if row is None:
|
||
raise ValueError("iteration_recommendation_not_found")
|
||
return row
|
||
|
||
async def _load_recommendation_change_set(self, *, project_id: int, change_set_id: int) -> Optional[PMFlowChangeSet]:
|
||
result = await self.db.execute(
|
||
select(PMFlowChangeSet).where(
|
||
and_(
|
||
PMFlowChangeSet.tenant_id == self.tenant_id,
|
||
PMFlowChangeSet.project_id == int(project_id),
|
||
PMFlowChangeSet.id == int(change_set_id),
|
||
)
|
||
)
|
||
)
|
||
return result.scalar_one_or_none()
|
||
|
||
async def _load_feedback_ingest(self, *, project_id: int, feedback_ingest_id: Optional[int]) -> Optional[FeedbackIngest]:
|
||
if feedback_ingest_id is None:
|
||
return None
|
||
result = await self.db.execute(
|
||
select(FeedbackIngest).where(
|
||
and_(
|
||
FeedbackIngest.tenant_id == self.tenant_id,
|
||
FeedbackIngest.project_id == int(project_id),
|
||
FeedbackIngest.id == int(feedback_ingest_id),
|
||
)
|
||
)
|
||
)
|
||
return result.scalar_one_or_none()
|
||
|
||
async def _resolve_or_create_iteration_thread(self, *, project: Project) -> PMFlowThreadModel:
|
||
result = await self.db.execute(
|
||
select(PMFlowThreadModel)
|
||
.where(and_(PMFlowThreadModel.tenant_id == self.tenant_id, PMFlowThreadModel.project_id == int(project.id)))
|
||
.order_by(PMFlowThreadModel.created_at.asc(), PMFlowThreadModel.id.asc())
|
||
.limit(1)
|
||
)
|
||
row = result.scalar_one_or_none()
|
||
if row is not None:
|
||
return row
|
||
row = PMFlowThreadModel(
|
||
tenant_id=self.tenant_id,
|
||
project_id=int(project.id),
|
||
title=f"{project.title or project.name} 项目线程",
|
||
objective=self._project_goal(project=project, truth_nodes=[]),
|
||
status="active",
|
||
source="iteration_loop",
|
||
)
|
||
self.db.add(row)
|
||
await self.db.flush()
|
||
return row
|
||
|
||
async def _build_release_signals(
|
||
self,
|
||
*,
|
||
project_id: int,
|
||
release_gate: dict[str, Any],
|
||
latest_release_validation: Optional[ReleaseValidationRun],
|
||
) -> dict[str, Any]:
|
||
feedback_result = await self.db.execute(
|
||
select(FeedbackIngest)
|
||
.where(and_(FeedbackIngest.tenant_id == self.tenant_id, FeedbackIngest.project_id == int(project_id)))
|
||
.order_by(FeedbackIngest.updated_at.desc(), FeedbackIngest.created_at.desc(), FeedbackIngest.id.desc())
|
||
.limit(10)
|
||
)
|
||
feedback_rows = list(feedback_result.scalars().all())
|
||
feedback_items = [self._serialize_feedback_ingest(item) for item in feedback_rows]
|
||
|
||
recommendation_result = await self.db.execute(
|
||
select(IterationRecommendation)
|
||
.where(and_(IterationRecommendation.tenant_id == self.tenant_id, IterationRecommendation.project_id == int(project_id)))
|
||
.order_by(IterationRecommendation.updated_at.desc(), IterationRecommendation.created_at.desc(), IterationRecommendation.id.desc())
|
||
.limit(10)
|
||
)
|
||
recommendation_rows = list(recommendation_result.scalars().all())
|
||
recommendations = [self._serialize_iteration_recommendation(item) for item in recommendation_rows]
|
||
|
||
revenue_result = await self.db.execute(
|
||
select(RevenueEvent)
|
||
.where(and_(RevenueEvent.tenant_id == self.tenant_id, RevenueEvent.project_id == int(project_id)))
|
||
.order_by(RevenueEvent.occurred_at.desc(), RevenueEvent.created_at.desc(), RevenueEvent.id.desc())
|
||
.limit(10)
|
||
)
|
||
revenue_rows = list(revenue_result.scalars().all())
|
||
revenue_events = [self._serialize_revenue_event(item) for item in revenue_rows]
|
||
|
||
warnings: list[str] = []
|
||
if not feedback_items:
|
||
warnings.append("release_feedback_empty: no post-release feedback has been ingested.")
|
||
if not revenue_events:
|
||
warnings.append("release_revenue_empty: no revenue event has been recorded.")
|
||
if not recommendations:
|
||
warnings.append("iteration_recommendations_empty: no iteration recommendation has been generated.")
|
||
|
||
serialized_times = [
|
||
str(item.get("updatedAt") or item.get("createdAt"))
|
||
for item in [*feedback_items, *recommendations, *revenue_events]
|
||
if item.get("updatedAt") or item.get("createdAt")
|
||
]
|
||
return {
|
||
"status": "active" if feedback_items or revenue_events or recommendations else "empty",
|
||
"relationship": {
|
||
"releaseGateStatus": release_gate.get("status") or "empty",
|
||
"latestValidationRunId": None if latest_release_validation is None else str(latest_release_validation.id),
|
||
"latestValidationRunStatus": None if latest_release_validation is None else latest_release_validation.status,
|
||
"source": "pmflow_os_release_growth",
|
||
"changeSetCreated": any(bool(item.get("changeSetCreated")) for item in recommendations),
|
||
},
|
||
"summary": {
|
||
"feedbackCount": len(feedback_items),
|
||
"revenueEventCount": len(revenue_events),
|
||
"iterationRecommendationCount": len(recommendations),
|
||
"latestSignalAt": max(serialized_times) if serialized_times else None,
|
||
},
|
||
"feedback": feedback_items,
|
||
"revenueEvents": revenue_events,
|
||
"recommendations": recommendations,
|
||
"nextActions": self._release_signal_next_actions(
|
||
feedback_items=feedback_items,
|
||
recommendations=recommendations,
|
||
release_gate=release_gate,
|
||
),
|
||
"warnings": warnings,
|
||
}
|
||
|
||
async def _load_active_prompt_package_for_task(self, *, project_id: int, task_id: int) -> Optional[PromptPackage]:
|
||
result = await self.db.execute(
|
||
select(PromptPackage)
|
||
.where(
|
||
and_(
|
||
PromptPackage.tenant_id == self.tenant_id,
|
||
PromptPackage.project_id == int(project_id),
|
||
PromptPackage.task_id == int(task_id),
|
||
PromptPackage.status == "active",
|
||
)
|
||
)
|
||
.order_by(PromptPackage.updated_at.desc(), PromptPackage.created_at.desc(), PromptPackage.id.desc())
|
||
.limit(1)
|
||
)
|
||
return result.scalar_one_or_none()
|
||
|
||
async def _load_execution_prompt_package(self, *, project_id: int, prompt_package_id: int) -> PromptPackage:
|
||
result = await self.db.execute(
|
||
select(PromptPackage).where(
|
||
and_(
|
||
PromptPackage.tenant_id == self.tenant_id,
|
||
PromptPackage.project_id == int(project_id),
|
||
PromptPackage.id == int(prompt_package_id),
|
||
)
|
||
)
|
||
)
|
||
prompt_package = result.scalar_one_or_none()
|
||
if prompt_package is None:
|
||
raise ValueError("prompt_package_not_found")
|
||
if prompt_package.package_kind != "execution_handoff":
|
||
raise ValueError("execution_handoff_not_found")
|
||
return prompt_package
|
||
|
||
async def _create_execution_prompt_package(
|
||
self,
|
||
*,
|
||
project: Project,
|
||
task: Task,
|
||
repo: Optional[RepoBinding],
|
||
runtime_target: str,
|
||
note: Optional[str],
|
||
) -> PromptPackage:
|
||
truth_nodes = await self._load_truth_nodes(project_id=int(project.id))
|
||
memory = await self._project_memory(project=project, truth_nodes=truth_nodes, task_ids=[int(task.id)])
|
||
payload = self._execution_prompt_payload(
|
||
project=project,
|
||
task=task,
|
||
repo=repo,
|
||
runtime_target=runtime_target,
|
||
note=note,
|
||
memory=memory,
|
||
)
|
||
package = PromptPackage(
|
||
tenant_id=self.tenant_id,
|
||
project_id=int(project.id),
|
||
charter_id=int(task.truth_node_id),
|
||
task_id=int(task.id),
|
||
package_kind="execution_handoff",
|
||
status="active",
|
||
package_text=self._execution_prompt_text(payload),
|
||
package_payload=payload,
|
||
generated_from={
|
||
"source": "pmflow_os_execution_handoff",
|
||
"project_id": str(project.id),
|
||
"task_id": str(task.id),
|
||
"repo_binding_id": None if repo is None else str(repo.id),
|
||
"runtime_target": runtime_target,
|
||
"generated_at": now_cn_naive().isoformat(),
|
||
},
|
||
)
|
||
self.db.add(package)
|
||
await self.db.flush()
|
||
package.package_payload = {
|
||
**payload,
|
||
"latest_handoff": self._handoff_payload(
|
||
task=task,
|
||
repo=repo,
|
||
runtime_target=runtime_target,
|
||
note=note,
|
||
prompt_package_id=int(package.id),
|
||
),
|
||
}
|
||
return package
|
||
|
||
async def _load_project_thread(self, *, project_id: int) -> tuple[Optional[PMFlowThreadModel], list[PMFlowThreadMessage]]:
|
||
thread_result = await self.db.execute(
|
||
select(PMFlowThreadModel)
|
||
.where(
|
||
and_(
|
||
PMFlowThreadModel.tenant_id == self.tenant_id,
|
||
PMFlowThreadModel.project_id == int(project_id),
|
||
PMFlowThreadModel.status == "active",
|
||
)
|
||
)
|
||
.order_by(
|
||
(PMFlowThreadModel.source == "project_launch").desc(),
|
||
PMFlowThreadModel.created_at.asc(),
|
||
PMFlowThreadModel.id.asc(),
|
||
)
|
||
.limit(1)
|
||
)
|
||
thread = thread_result.scalar_one_or_none()
|
||
if thread is None:
|
||
return None, []
|
||
message_result = await self.db.execute(
|
||
select(PMFlowThreadMessage)
|
||
.where(
|
||
and_(
|
||
PMFlowThreadMessage.tenant_id == self.tenant_id,
|
||
PMFlowThreadMessage.project_id == int(project_id),
|
||
PMFlowThreadMessage.thread_id == int(thread.id),
|
||
)
|
||
)
|
||
.order_by(PMFlowThreadMessage.created_at.asc(), PMFlowThreadMessage.id.asc())
|
||
)
|
||
return thread, list(message_result.scalars().all())
|
||
|
||
def _project_messages(self, rows: list[PMFlowThreadMessage]) -> list[dict[str, Any]]:
|
||
return [
|
||
{
|
||
"id": str(row.id),
|
||
"role": row.role,
|
||
"author": "你" if row.role == "user" else "PMFlow",
|
||
"content": row.content,
|
||
"createdAt": row.created_at.isoformat() if row.created_at else "",
|
||
"status": "sent" if row.status == "sent" else ("analyzing" if row.status == "running" else "resolved"),
|
||
"source": row.source,
|
||
"metadata": row.message_metadata or {},
|
||
}
|
||
for row in rows
|
||
]
|
||
|
||
async def _load_review_projection(self, *, project_id: int) -> dict[str, list[dict[str, Any]]]:
|
||
change_set_result = await self.db.execute(
|
||
select(PMFlowChangeSet)
|
||
.where(and_(PMFlowChangeSet.tenant_id == self.tenant_id, PMFlowChangeSet.project_id == int(project_id)))
|
||
.order_by(PMFlowChangeSet.updated_at.desc(), PMFlowChangeSet.created_at.desc(), PMFlowChangeSet.id.desc())
|
||
)
|
||
change_sets = list(change_set_result.scalars().all())
|
||
if not change_sets:
|
||
return {"change_sets": [], "change_items": [], "evidence": [], "approvals": []}
|
||
change_set_ids = [int(row.id) for row in change_sets]
|
||
item_result = await self.db.execute(
|
||
select(PMFlowChangeItem)
|
||
.where(
|
||
and_(
|
||
PMFlowChangeItem.tenant_id == self.tenant_id,
|
||
PMFlowChangeItem.project_id == int(project_id),
|
||
PMFlowChangeItem.change_set_id.in_(change_set_ids),
|
||
)
|
||
)
|
||
.order_by(PMFlowChangeItem.created_at.asc(), PMFlowChangeItem.id.asc())
|
||
)
|
||
item_rows = list(item_result.scalars().all())
|
||
evidence_result = await self.db.execute(
|
||
select(PMFlowEvidenceLink)
|
||
.where(
|
||
and_(
|
||
PMFlowEvidenceLink.tenant_id == self.tenant_id,
|
||
PMFlowEvidenceLink.project_id == int(project_id),
|
||
PMFlowEvidenceLink.change_set_id.in_(change_set_ids),
|
||
)
|
||
)
|
||
.order_by(PMFlowEvidenceLink.created_at.asc(), PMFlowEvidenceLink.id.asc())
|
||
)
|
||
evidence_rows = list(evidence_result.scalars().all())
|
||
approval_result = await self.db.execute(
|
||
select(PMFlowApproval)
|
||
.where(
|
||
and_(
|
||
PMFlowApproval.tenant_id == self.tenant_id,
|
||
PMFlowApproval.project_id == int(project_id),
|
||
PMFlowApproval.change_set_id.in_(change_set_ids),
|
||
)
|
||
)
|
||
.order_by(PMFlowApproval.created_at.asc(), PMFlowApproval.id.asc())
|
||
)
|
||
approval_rows = list(approval_result.scalars().all())
|
||
items_by_set: dict[int, list[PMFlowChangeItem]] = {}
|
||
evidence_by_set: dict[int, list[PMFlowEvidenceLink]] = {}
|
||
for item in item_rows:
|
||
items_by_set.setdefault(int(item.change_set_id), []).append(item)
|
||
for evidence in evidence_rows:
|
||
evidence_by_set.setdefault(int(evidence.change_set_id), []).append(evidence)
|
||
return {
|
||
"change_sets": [
|
||
PMFlowChangeReviewService.serialize_change_set(row, items_by_set.get(int(row.id), []))
|
||
for row in change_sets
|
||
],
|
||
"change_items": [
|
||
PMFlowChangeReviewService.serialize_change_item(item, evidence_by_set.get(int(item.change_set_id), []))
|
||
for item in item_rows
|
||
],
|
||
"evidence": [PMFlowChangeReviewService.serialize_evidence(row) for row in evidence_rows],
|
||
"approvals": [PMFlowChangeReviewService.serialize_approval(row) for row in approval_rows],
|
||
}
|
||
|
||
def _project_reviewer_routing(
|
||
self,
|
||
*,
|
||
change_sets: list[dict[str, Any]],
|
||
change_items: list[dict[str, Any]],
|
||
members: list[User],
|
||
) -> tuple[list[dict[str, Any]], list[str]]:
|
||
items_by_set: dict[str, list[dict[str, Any]]] = {}
|
||
for item in change_items:
|
||
if item.get("status") != "pending_review":
|
||
continue
|
||
items_by_set.setdefault(str(item.get("changeSetId")), []).append(item)
|
||
|
||
routings: list[dict[str, Any]] = []
|
||
warnings: list[str] = []
|
||
for change_set in change_sets:
|
||
change_set_id = str(change_set.get("id") or "")
|
||
pending_items = items_by_set.get(change_set_id, [])
|
||
if not change_set_id or not pending_items:
|
||
continue
|
||
risk_levels = [str(item.get("riskLevel") or "medium") for item in pending_items]
|
||
object_types = sorted({str(item.get("objectType") or "Unknown") for item in pending_items})
|
||
risk_groups = sorted({str(item.get("group") or "unknown") for item in pending_items})
|
||
highest_risk = self._highest_risk_level(risk_levels)
|
||
cross_domain = len(object_types) > 1 or len(risk_groups) > 1
|
||
review_reasons = self._review_routing_reasons(
|
||
pending_count=len(pending_items),
|
||
highest_risk=highest_risk,
|
||
object_types=object_types,
|
||
risk_groups=risk_groups,
|
||
cross_domain=cross_domain,
|
||
)
|
||
suggested_reviewers = self._suggest_reviewers(
|
||
members=members,
|
||
highest_risk=highest_risk,
|
||
cross_domain=cross_domain,
|
||
)
|
||
warning = None
|
||
if not members:
|
||
warning = "项目暂无成员，无法给出 reviewer 建议。"
|
||
elif not suggested_reviewers:
|
||
warning = "项目成员中没有 OWNER / REVIEWER 角色，暂无法给出 reviewer 建议。"
|
||
if warning:
|
||
warnings.append(f"reviewer_routing_warning:{change_set_id}:{warning}")
|
||
routings.append(
|
||
{
|
||
"changeSetId": change_set_id,
|
||
"headline": str(change_set.get("headline") or "待审 ChangeSet"),
|
||
"summary": str(change_set.get("summary") or ""),
|
||
"pendingItemCount": len(pending_items),
|
||
"highestRiskLevel": highest_risk,
|
||
"riskTypes": self._risk_type_labels(object_types=object_types, risk_groups=risk_groups, highest_risk=highest_risk),
|
||
"crossDomain": cross_domain,
|
||
"suggestedReviewers": suggested_reviewers,
|
||
"reviewReasons": review_reasons,
|
||
"warning": warning,
|
||
}
|
||
)
|
||
return routings, warnings
|
||
|
||
@staticmethod
|
||
def _highest_risk_level(levels: list[str]) -> str:
|
||
rank = {"low": 0, "medium": 1, "high": 2}
|
||
highest = "low"
|
||
for level in levels:
|
||
normalized = str(level or "medium").lower()
|
||
if rank.get(normalized, 1) > rank[highest]:
|
||
highest = normalized
|
||
return highest
|
||
|
||
@staticmethod
|
||
def _risk_type_labels(*, object_types: list[str], risk_groups: list[str], highest_risk: str) -> list[str]:
|
||
labels: list[str] = []
|
||
if highest_risk == "high":
|
||
labels.append("高风险")
|
||
elif highest_risk == "medium":
|
||
labels.append("中风险")
|
||
if len(object_types) > 1:
|
||
labels.append(f"跨对象：{' / '.join(object_types)}")
|
||
if "risk" in {group.lower() for group in risk_groups}:
|
||
labels.append("风险变更")
|
||
if "decision" in {group.lower() for group in risk_groups}:
|
||
labels.append("决策变更")
|
||
return labels or ["常规审查"]
|
||
|
||
@staticmethod
|
||
def _review_routing_reasons(
|
||
*,
|
||
pending_count: int,
|
||
highest_risk: str,
|
||
object_types: list[str],
|
||
risk_groups: list[str],
|
||
cross_domain: bool,
|
||
) -> list[str]:
|
||
reasons = [f"{pending_count} 个变更项仍处于待审状态。"]
|
||
if highest_risk == "high":
|
||
reasons.append("包含 high risk 变更，需要 REVIEWER 或 OWNER 复核。")
|
||
if cross_domain:
|
||
reasons.append(f"变更跨越 {' / '.join(object_types)}，需要项目 owner 统一审查口径。")
|
||
if "risk" in {group.lower() for group in risk_groups}:
|
||
reasons.append("包含风险类变更，审查时需要确认缓解策略是否足够。")
|
||
if "decision" in {group.lower() for group in risk_groups}:
|
||
reasons.append("包含决策类变更，审查时需要确认拍板依据。")
|
||
return reasons
|
||
|
||
@staticmethod
|
||
def _suggest_reviewers(
|
||
*,
|
||
members: list[User],
|
||
highest_risk: str,
|
||
cross_domain: bool,
|
||
) -> list[dict[str, str]]:
|
||
suggestions: list[dict[str, str]] = []
|
||
seen: set[int] = set()
|
||
|
||
def add(user: User, reason: str) -> None:
|
||
user_id = int(user.id)
|
||
if user_id in seen:
|
||
return
|
||
seen.add(user_id)
|
||
suggestions.append(
|
||
{
|
||
"userId": str(user.id),
|
||
"name": user.name or user.username or f"User#{user.id}",
|
||
"role": str(user.role or "MEMBER"),
|
||
"reason": reason,
|
||
}
|
||
)
|
||
|
||
reviewers = [user for user in members if str(user.role or "").upper() == "REVIEWER"]
|
||
owners = [user for user in members if str(user.role or "").upper() == "OWNER"]
|
||
if highest_risk == "high":
|
||
for user in reviewers:
|
||
add(user, "REVIEWER 角色，优先复核 high risk 变更。")
|
||
if cross_domain:
|
||
for user in owners:
|
||
add(user, "项目 OWNER，适合统一跨对象变更审查口径。")
|
||
for user in reviewers + owners:
|
||
add(user, "具备 OWNER / REVIEWER 审查角色，可作为本轮变更审查人。")
|
||
return suggestions[:3]
|
||
|
||
@staticmethod
|
||
def _active_change_set_id(change_sets: list[dict[str, Any]]) -> Optional[str]:
|
||
for row in change_sets:
|
||
if row.get("rawStatus") == "open" or row.get("status") == "open":
|
||
return str(row.get("id"))
|
||
return None
|
||
|
||
@staticmethod
|
||
def _review_loop_stage(*, change_sets: list[dict[str, Any]], change_items: list[dict[str, Any]]) -> str:
|
||
active = PMFlowOSProjectionService._active_change_set_id(change_sets)
|
||
if active is None:
|
||
return "command_idle"
|
||
if any(str(item.get("changeSetId")) == active and item.get("status") == "pending_review" for item in change_items):
|
||
return "review_open"
|
||
return "extraction_ready"
|
||
|
||
def _project_tasks(self, rows: list[tuple[Task, Optional[User]]]) -> list[PMFlowTask]:
|
||
return [
|
||
PMFlowTask(
|
||
id=str(task.id),
|
||
title=task.title,
|
||
summary=task.description or "",
|
||
stage=self._task_stage(task.status),
|
||
status=self._object_status(task.status),
|
||
assignee=user.name if user is not None else "未分配",
|
||
acceptanceCriteria=self._task_acceptance_criteria(task),
|
||
requirementId=str(task.truth_node_id) if task.truth_node_id is not None else None,
|
||
)
|
||
for task, user in rows
|
||
]
|
||
|
||
def _project_requirements(self, *, truth_nodes: list[TruthNode], tasks: list[PMFlowTask]) -> list[PMFlowRequirement]:
|
||
linked_by_node: dict[str, list[str]] = {}
|
||
for task in tasks:
|
||
if task.requirementId:
|
||
linked_by_node.setdefault(str(task.requirementId), []).append(task.id)
|
||
requirements: list[PMFlowRequirement] = []
|
||
for node in truth_nodes:
|
||
node_type = self._node_type(node)
|
||
if node_type not in {"requirement", "charter"}:
|
||
continue
|
||
requirements.append(
|
||
PMFlowRequirement(
|
||
id=str(node.id),
|
||
title=node.title,
|
||
summary=self._node_summary(node),
|
||
stage=self._stage_from_payload(node.content, default="planning"),
|
||
status=self._truth_status(node.status),
|
||
linkedTaskIds=linked_by_node.get(str(node.id), []),
|
||
)
|
||
)
|
||
return requirements
|
||
|
||
def _project_decisions(self, truth_nodes: list[TruthNode]) -> list[PMFlowDecision]:
|
||
decisions: list[PMFlowDecision] = []
|
||
for node in truth_nodes:
|
||
if self._node_type(node) != "decision":
|
||
continue
|
||
content = self._payload(node.content)
|
||
decisions.append(
|
||
PMFlowDecision(
|
||
id=str(node.id),
|
||
title=node.title,
|
||
summary=self._node_summary(node),
|
||
stage=self._stage_from_payload(content, default="planning"),
|
||
status=self._truth_status(node.status),
|
||
owner=str(content.get("owner") or content.get("decision_owner") or "未分配"),
|
||
)
|
||
)
|
||
return decisions
|
||
|
||
def _project_risks(self, truth_nodes: list[TruthNode]) -> list[PMFlowRisk]:
|
||
risks: list[PMFlowRisk] = []
|
||
for node in truth_nodes:
|
||
if self._node_type(node) != "risk":
|
||
continue
|
||
content = self._payload(node.content)
|
||
risks.append(
|
||
PMFlowRisk(
|
||
id=str(node.id),
|
||
title=node.title,
|
||
summary=self._node_summary(node),
|
||
stage=self._stage_from_payload(content, default="planning"),
|
||
status=self._truth_status(node.status),
|
||
level=self._risk_level(content.get("level") or content.get("risk_level") or node.status),
|
||
mitigation=str(content.get("mitigation") or content.get("mitigation_plan") or "待补充缓解策略"),
|
||
)
|
||
)
|
||
return risks
|
||
|
||
async def _project_model_decisions(self, *, project_id: int) -> list[PMFlowModelDecision]:
|
||
binding_rows = await self.db.execute(
|
||
select(ProjectModelBinding, ModelCatalogItem)
|
||
.join(ModelCatalogItem, ModelCatalogItem.id == ProjectModelBinding.model_catalog_item_id)
|
||
.where(
|
||
and_(
|
||
ProjectModelBinding.tenant_id == self.tenant_id,
|
||
ProjectModelBinding.project_id == int(project_id),
|
||
)
|
||
)
|
||
.order_by(ProjectModelBinding.updated_at.desc(), ProjectModelBinding.created_at.desc())
|
||
.limit(10)
|
||
)
|
||
decisions: list[PMFlowModelDecision] = []
|
||
for binding, catalog in binding_rows.all():
|
||
reason = self._payload(binding.selection_reason)
|
||
decisions.append(
|
||
PMFlowModelDecision(
|
||
id=f"model-binding-{binding.id}",
|
||
title=f"模型绑定：{catalog.display_name}",
|
||
summary=self._short_text(reason) or f"{catalog.provider} / {catalog.model_key}",
|
||
stage="planning",
|
||
status="confirmed" if str(binding.status).lower() == "active" else "draft",
|
||
rationale=self._short_text(reason) or "来自 project_model_bindings.selection_reason",
|
||
)
|
||
)
|
||
snapshot_rows = await self.db.execute(
|
||
select(ModelRecommendationSnapshot)
|
||
.where(
|
||
and_(
|
||
ModelRecommendationSnapshot.tenant_id == self.tenant_id,
|
||
ModelRecommendationSnapshot.project_id == int(project_id),
|
||
)
|
||
)
|
||
.order_by(ModelRecommendationSnapshot.updated_at.desc(), ModelRecommendationSnapshot.created_at.desc())
|
||
.limit(5)
|
||
)
|
||
for snapshot in snapshot_rows.scalars().all():
|
||
first = next(iter(snapshot.recommendations or []), {})
|
||
decisions.append(
|
||
PMFlowModelDecision(
|
||
id=f"model-recommendation-{snapshot.id}",
|
||
title=f"模型推荐快照：{snapshot.recommendation_scope}",
|
||
summary=self._short_text(first) or "模型推荐已生成，等待人工绑定确认。",
|
||
stage="planning",
|
||
status="draft",
|
||
rationale="来自 model_recommendation_snapshots；A3 不把推荐快照标记为已确认事实。",
|
||
)
|
||
)
|
||
return decisions
|
||
|
||
async def _project_test_runs(self, *, project_id: int) -> list[PMFlowTestRun]:
|
||
runs: list[PMFlowTestRun] = []
|
||
eval_result = await self.db.execute(
|
||
select(ModelEvalRun)
|
||
.where(and_(ModelEvalRun.tenant_id == self.tenant_id, ModelEvalRun.project_id == int(project_id)))
|
||
.order_by(ModelEvalRun.updated_at.desc(), ModelEvalRun.created_at.desc())
|
||
.limit(10)
|
||
)
|
||
for run in eval_result.scalars().all():
|
||
result = self._test_result(run.status, run.summary)
|
||
if result is None:
|
||
continue
|
||
runs.append(
|
||
PMFlowTestRun(
|
||
id=f"model-eval-{run.id}",
|
||
title="模型效果验证",
|
||
summary=self._short_text(run.summary) or str(run.status),
|
||
status="done" if result == "passed" else "blocked",
|
||
result=result,
|
||
)
|
||
)
|
||
progress_result = await self.db.execute(
|
||
select(ProgressEvent)
|
||
.where(
|
||
and_(
|
||
ProgressEvent.tenant_id == self.tenant_id,
|
||
ProgressEvent.project_id == int(project_id),
|
||
ProgressEvent.event_type.ilike("%test%"),
|
||
)
|
||
)
|
||
.order_by(ProgressEvent.occurred_at.desc(), ProgressEvent.created_at.desc())
|
||
.limit(10)
|
||
)
|
||
for event in progress_result.scalars().all():
|
||
result = self._test_result(event.derived_task_status or event.event_type, event.payload)
|
||
if result is None:
|
||
continue
|
||
runs.append(
|
||
PMFlowTestRun(
|
||
id=f"progress-test-{event.id}",
|
||
title=event.summary or "执行桥测试回写",
|
||
summary=event.summary or self._short_text(event.payload) or event.event_type,
|
||
status="done" if result == "passed" else "blocked",
|
||
result=result,
|
||
linkedTaskId=str(event.task_id),
|
||
)
|
||
)
|
||
return runs
|
||
|
||
async def _project_releases(self, *, truth_nodes: list[TruthNode], project_id: int) -> list[PMFlowRelease]:
|
||
validation_result = await self.db.execute(
|
||
select(ReleaseValidationRun)
|
||
.where(and_(ReleaseValidationRun.tenant_id == self.tenant_id, ReleaseValidationRun.project_id == int(project_id)))
|
||
.order_by(ReleaseValidationRun.updated_at.desc(), ReleaseValidationRun.created_at.desc())
|
||
)
|
||
validation_by_release = {
|
||
int(run.release_node_id): run
|
||
for run in validation_result.scalars().all()
|
||
if run.release_node_id is not None
|
||
}
|
||
releases: list[PMFlowRelease] = []
|
||
for node in truth_nodes:
|
||
if self._node_type(node) != "release":
|
||
continue
|
||
content = self._payload(node.content)
|
||
validation = validation_by_release.get(int(node.id))
|
||
releases.append(
|
||
PMFlowRelease(
|
||
id=str(node.id),
|
||
title=node.title,
|
||
summary=self._node_summary(node),
|
||
status=self._release_status(node.status, validation.status if validation else None),
|
||
gateItems=self._release_gate_items(content, validation),
|
||
)
|
||
)
|
||
return releases
|
||
|
||
async def _project_metric_signals(self, *, project_id: int) -> list[PMFlowMetricSignal]:
|
||
signals: list[PMFlowMetricSignal] = []
|
||
feedback_result = await self.db.execute(
|
||
select(FeedbackIngest)
|
||
.where(and_(FeedbackIngest.tenant_id == self.tenant_id, FeedbackIngest.project_id == int(project_id)))
|
||
.order_by(FeedbackIngest.updated_at.desc(), FeedbackIngest.created_at.desc())
|
||
.limit(10)
|
||
)
|
||
for feedback in feedback_result.scalars().all():
|
||
for key, value in self._payload(feedback.metrics).items():
|
||
signals.append(
|
||
PMFlowMetricSignal(
|
||
id=f"feedback-{feedback.id}-{key}",
|
||
title=str(key),
|
||
summary=feedback.title or feedback.content[:120],
|
||
value=str(value),
|
||
direction="flat",
|
||
)
|
||
)
|
||
revenue_result = await self.db.execute(
|
||
select(RevenueEvent)
|
||
.where(and_(RevenueEvent.tenant_id == self.tenant_id, RevenueEvent.project_id == int(project_id)))
|
||
.order_by(RevenueEvent.occurred_at.desc(), RevenueEvent.created_at.desc())
|
||
.limit(10)
|
||
)
|
||
for event in revenue_result.scalars().all():
|
||
signals.append(
|
||
PMFlowMetricSignal(
|
||
id=f"revenue-{event.id}",
|
||
title=f"收入事件：{event.category}",
|
||
summary=str(event.external_ref or event.source_type or "收入回写"),
|
||
value=f"{event.currency} {self._jsonable(event.amount_usd)}",
|
||
direction="up" if float(event.amount_usd or 0) > 0 else "flat",
|
||
)
|
||
)
|
||
roi_result = await self.db.execute(
|
||
select(ROISnapshot)
|
||
.where(and_(ROISnapshot.tenant_id == self.tenant_id, ROISnapshot.project_id == int(project_id)))
|
||
.order_by(ROISnapshot.updated_at.desc(), ROISnapshot.created_at.desc())
|
||
.limit(5)
|
||
)
|
||
for snapshot in roi_result.scalars().all():
|
||
signals.append(
|
||
PMFlowMetricSignal(
|
||
id=f"roi-{snapshot.id}",
|
||
title=f"ROI 观察：{snapshot.range_key}",
|
||
summary=self._short_text(snapshot.snapshot_payload) or "ROI 快照",
|
||
value=str(self._jsonable(snapshot.roi_ratio)),
|
||
direction="up" if float(snapshot.roi_ratio or 0) > 0 else "flat",
|
||
)
|
||
)
|
||
return signals
|
||
|
||
async def _project_memory(
|
||
self,
|
||
*,
|
||
project: Project,
|
||
truth_nodes: list[TruthNode],
|
||
task_ids: list[int],
|
||
) -> PMFlowProjectMemory:
|
||
truth_ids = [int(node.id) for node in truth_nodes]
|
||
clauses = [
|
||
and_(SemanticFact.entity_type == "project", SemanticFact.entity_id == int(project.id)),
|
||
]
|
||
if truth_ids:
|
||
clauses.append(and_(SemanticFact.entity_type.in_(["truth_node", "truth_nodes"]), SemanticFact.entity_id.in_(truth_ids)))
|
||
if task_ids:
|
||
clauses.append(and_(SemanticFact.entity_type == "task", SemanticFact.entity_id.in_(task_ids)))
|
||
result = await self.db.execute(
|
||
select(SemanticFact)
|
||
.where(and_(SemanticFact.tenant_id == self.tenant_id, SemanticFact.is_active.is_(True), or_(*clauses)))
|
||
.order_by(SemanticFact.updated_at.desc(), SemanticFact.created_at.desc())
|
||
.limit(100)
|
||
)
|
||
semantic_facts = [
|
||
{
|
||
"id": str(fact.id),
|
||
"source": "semantic_facts",
|
||
"entityType": fact.entity_type,
|
||
"entityId": str(fact.entity_id),
|
||
"namespace": fact.fact_namespace,
|
||
"key": fact.fact_key,
|
||
"value": fact.fact_value_text,
|
||
"confidence": fact.confidence,
|
||
"evidenceSourceType": fact.evidence_source_type,
|
||
"evidenceSourceId": None if fact.evidence_source_id is None else str(fact.evidence_source_id),
|
||
"evidenceExcerpt": fact.evidence_excerpt,
|
||
}
|
||
for fact in result.scalars().all()
|
||
]
|
||
truth_facts = [
|
||
{
|
||
"id": str(node.id),
|
||
"source": "truth_nodes",
|
||
"nodeType": node.node_type,
|
||
"title": node.title,
|
||
"summary": self._node_summary(node),
|
||
"status": node.status,
|
||
"updatedAt": node.updated_at.isoformat() if node.updated_at else None,
|
||
}
|
||
for node in truth_nodes
|
||
]
|
||
return PMFlowProjectMemory(
|
||
truthNodeFacts=truth_facts,
|
||
semanticFacts=semantic_facts,
|
||
sourceSummary={
|
||
"truth_nodes": len(truth_facts),
|
||
"semantic_facts": len(semantic_facts),
|
||
},
|
||
)
|
||
|
||
def _project_feed(
|
||
self,
|
||
*,
|
||
execution_summary: ExecutionSummaryProjection,
|
||
test_runs: list[PMFlowTestRun],
|
||
releases: list[PMFlowRelease],
|
||
metric_signals: list[PMFlowMetricSignal],
|
||
) -> list[PMFlowFeedEvent]:
|
||
feed: list[PMFlowFeedEvent] = []
|
||
for event in execution_summary.recentProgressEvents[:5]:
|
||
feed.append(
|
||
PMFlowFeedEvent(
|
||
id=f"progress-{event.get('id')}",
|
||
kind="execution",
|
||
title=event.get("event_type") or "执行进展",
|
||
summary=event.get("summary") or event.get("workflow_state") or "执行事件已回写",
|
||
timestamp=str(event.get("occurred_at") or ""),
|
||
)
|
||
)
|
||
for run in test_runs[:3]:
|
||
feed.append(PMFlowFeedEvent(id=f"feed-{run.id}", kind="test", title=run.title, summary=run.summary, timestamp=""))
|
||
for release in releases[:3]:
|
||
feed.append(PMFlowFeedEvent(id=f"feed-{release.id}", kind="release", title=release.title, summary=release.summary, timestamp=""))
|
||
for signal in metric_signals[:3]:
|
||
feed.append(PMFlowFeedEvent(id=f"feed-{signal.id}", kind="growth", title=signal.title, summary=signal.summary, timestamp=""))
|
||
return feed
|
||
|
||
def _project_goal(self, *, project: Project, truth_nodes: list[TruthNode]) -> str:
|
||
charter = next((node for node in truth_nodes if self._node_type(node) == "charter"), None)
|
||
if charter is not None:
|
||
content = self._payload(charter.content)
|
||
for key in ("business_goal", "goal", "objective", "summary"):
|
||
if content.get(key):
|
||
return self._short_text(content.get(key))
|
||
return project.description or project.title or project.name
|
||
|
||
def _infer_project_stage(
|
||
self,
|
||
*,
|
||
truth_nodes: list[TruthNode],
|
||
tasks: list[tuple[Task, Optional[User]]],
|
||
execution: PMFlowExecutionContext,
|
||
) -> str:
|
||
if any(self._node_type(node) == "release" for node in truth_nodes):
|
||
return "release"
|
||
if execution.status in {"coding", "pr_open", "testing", "synced"}:
|
||
return "development"
|
||
if any(str(task.status).lower() in {"in_progress", "review", "blocked"} for task, _ in tasks):
|
||
return "development"
|
||
if truth_nodes:
|
||
return "planning"
|
||
return "idea"
|
||
|
||
def _task_acceptance_criteria(self, task: Task) -> list[str]:
|
||
payloads = [self._payload(task.manual_overrides), self._payload(task.ai_breakdown_payload)]
|
||
for payload in payloads:
|
||
for key in ("acceptance_criteria", "acceptanceCriteria", "criteria"):
|
||
value = payload.get(key)
|
||
if isinstance(value, list):
|
||
return [str(item) for item in value if str(item).strip()]
|
||
return []
|
||
|
||
def _node_summary(self, node: TruthNode) -> str:
|
||
return self._short_text(node.content) or node.title
|
||
|
||
def _node_type(self, node: TruthNode) -> str:
|
||
return str(node.node_type or "").strip().lower()
|
||
|
||
def _payload(self, value: Any) -> dict[str, Any]:
|
||
return value if isinstance(value, dict) else {}
|
||
|
||
def _short_text(self, value: Any) -> str:
|
||
if value is None:
|
||
return ""
|
||
if isinstance(value, str):
|
||
return value.strip()
|
||
if isinstance(value, (int, float, Decimal)):
|
||
return str(self._jsonable(value))
|
||
if isinstance(value, list):
|
||
return "；".join(str(item) for item in value[:5])
|
||
if isinstance(value, dict):
|
||
for key in ("summary", "description", "business_goal", "goal", "rationale", "reason", "conclusion", "content"):
|
||
if value.get(key):
|
||
return self._short_text(value.get(key))
|
||
pairs = []
|
||
for key, item in list(value.items())[:5]:
|
||
if isinstance(item, (dict, list)):
|
||
continue
|
||
pairs.append(f"{key}: {item}")
|
||
return "；".join(pairs)
|
||
return str(value)
|
||
|
||
def _stage_from_payload(self, payload: Any, *, default: str) -> str:
|
||
stage = str(self._payload(payload).get("stage") or default).strip().lower()
|
||
if stage in {"idea", "validation", "planning", "development", "testing", "release", "growth"}:
|
||
return stage
|
||
return default
|
||
|
||
def _truth_status(self, status: str) -> str:
|
||
value = str(status or "").strip().lower()
|
||
if value in {"aligned", "confirmed", "active", "verified", "approved"}:
|
||
return "confirmed"
|
||
if value in {"in_progress", "review", "aligning", "running"}:
|
||
return "in_progress"
|
||
if value in {"blocked", "failed"}:
|
||
return "blocked"
|
||
if value in {"done", "completed"}:
|
||
return "done"
|
||
if value in {"released", "live", "online"}:
|
||
return "released"
|
||
return "draft"
|
||
|
||
def _object_status(self, status: str) -> str:
|
||
value = str(status or "").strip().lower()
|
||
if value in {"done", "completed", "closed"}:
|
||
return "done"
|
||
if value in {"in_progress", "review", "running"}:
|
||
return "in_progress"
|
||
if value in {"blocked", "failed"}:
|
||
return "blocked"
|
||
if value in {"released", "live", "online"}:
|
||
return "released"
|
||
if value in {"confirmed", "aligned", "active"}:
|
||
return "confirmed"
|
||
return "draft"
|
||
|
||
def _task_stage(self, status: str) -> str:
|
||
value = str(status or "").strip().lower()
|
||
if value in {"done", "completed", "review"}:
|
||
return "testing"
|
||
return "development"
|
||
|
||
def _risk_level(self, value: Any) -> str:
|
||
text = str(value or "").strip().lower()
|
||
if text in {"high", "高", "critical", "urgent"}:
|
||
return "high"
|
||
if text in {"low", "低"}:
|
||
return "low"
|
||
return "medium"
|
||
|
||
def _release_status(self, node_status: str, validation_status: Optional[str]) -> str:
|
||
value = str(validation_status or node_status or "").strip().lower()
|
||
if value in {"live", "online", "released", "verified"}:
|
||
return "live"
|
||
if value in {"releasing", "shipping"}:
|
||
return "shipping"
|
||
if value in {"ready", "passed", "success", "done", "completed"}:
|
||
return "ready"
|
||
if value in {"watch", "observing"}:
|
||
return "watch"
|
||
return "check_pending"
|
||
|
||
def _release_gate_items(self, content: dict[str, Any], validation: Optional[ReleaseValidationRun]) -> list[dict[str, Any]]:
|
||
source = []
|
||
if validation is not None:
|
||
source = list(validation.risk_items or [])
|
||
summary = self._payload(validation.validation_summary)
|
||
hits = summary.get("success_criteria_hits")
|
||
if isinstance(hits, list):
|
||
source = hits
|
||
if not source:
|
||
source = list(content.get("gate_items") or content.get("verification_items") or [])
|
||
items = []
|
||
for item in source:
|
||
if not isinstance(item, dict):
|
||
continue
|
||
label = str(item.get("label") or item.get("title") or item.get("name") or item.get("criterion") or "发布检查项")
|
||
passed = bool(item.get("passed") or item.get("hit") or item.get("status") in {"done", "passed", "success"})
|
||
items.append({"label": label, "passed": passed})
|
||
return items
|
||
|
||
def _test_result(self, status: Any, payload: Any) -> Optional[str]:
|
||
text = f"{status} {self._short_text(payload)}".lower()
|
||
if any(token in text for token in ("passed", "pass", "success", "done", "completed", "通过")):
|
||
return "passed"
|
||
if any(token in text for token in ("failed", "fail", "blocked", "error", "失败", "阻塞")):
|
||
return "failed"
|
||
return None
|
||
|
||
def _map_execution_status(self, *, task_status: Optional[str], event: Optional[dict[str, Any]]) -> str:
|
||
event_type = str((event or {}).get("event_type") or "").lower()
|
||
workflow_state = str((event or {}).get("workflow_state") or "").lower()
|
||
derived = str((event or {}).get("derived_task_status") or task_status or "").lower()
|
||
combined = " ".join([event_type, workflow_state, derived])
|
||
if "failed" in combined or "blocked" in combined:
|
||
return "failed"
|
||
if "merged" in combined or "accepted" in combined or "done" in combined or "completed" in combined or "synced" in combined:
|
||
return "synced"
|
||
if "test" in combined:
|
||
return "testing"
|
||
if "pull_request" in combined or "pr" in combined or "review" in combined:
|
||
return "pr_open"
|
||
if "commit" in combined or "coding" in combined or "in_progress" in combined:
|
||
return "coding"
|
||
if "branch" in combined or "pushed" in combined or "queued" in combined:
|
||
return "pushed"
|
||
return "queued"
|
||
|
||
def _pick_execution_task_id(
|
||
self,
|
||
*,
|
||
active_tasks: list[dict[str, Any]],
|
||
latest_package: Optional[PromptPackage],
|
||
events: list[dict[str, Any]],
|
||
) -> Optional[str]:
|
||
if latest_package is not None and latest_package.task_id is not None:
|
||
return str(latest_package.task_id)
|
||
if active_tasks:
|
||
return str(active_tasks[0].get("id"))
|
||
if events:
|
||
task = events[0].get("task")
|
||
if isinstance(task, dict) and task.get("id"):
|
||
return str(task.get("id"))
|
||
return None
|
||
|
||
def _pick_task_status(self, active_tasks: list[dict[str, Any]], task_id: Optional[str]) -> Optional[str]:
|
||
if task_id is None:
|
||
return None
|
||
for task in active_tasks:
|
||
if str(task.get("id")) == str(task_id):
|
||
return str(task.get("status") or "")
|
||
return None
|
||
|
||
def _event_commit_log(self, events: list[dict[str, Any]]) -> list[str]:
|
||
logs = []
|
||
for event in events[:8]:
|
||
commit = str(event.get("commit_sha") or "").strip()
|
||
summary = str(event.get("summary") or event.get("event_type") or "").strip()
|
||
if commit:
|
||
logs.append(f"{summary} · {commit[:12]}")
|
||
elif summary:
|
||
logs.append(summary)
|
||
return logs
|
||
|
||
def _project_pr_status(self, *, active_tasks: list[dict[str, Any]], task_id: Optional[str], events: list[dict[str, Any]]) -> str:
|
||
for task in active_tasks:
|
||
if task_id is not None and str(task.get("id")) != str(task_id):
|
||
continue
|
||
code_link = task.get("code_link")
|
||
if isinstance(code_link, dict) and code_link.get("pr_number"):
|
||
return f"PR #{code_link.get('pr_number')} · {code_link.get('status') or 'linked'}"
|
||
for event in events:
|
||
pr_number = event.get("pr_number")
|
||
if pr_number:
|
||
return f"PR #{pr_number}"
|
||
return "pending"
|
||
|
||
def _project_test_summary(self, events: list[dict[str, Any]]) -> str:
|
||
for event in events:
|
||
event_type = str(event.get("event_type") or "").lower()
|
||
workflow_state = str(event.get("workflow_state") or "").lower()
|
||
if "test" in event_type or "check" in event_type or workflow_state == "testing":
|
||
return str(event.get("summary") or event.get("workflow_state") or "test event recorded")
|
||
return "pending"
|
||
|
||
def _project_writeback_status(self, event: Optional[dict[str, Any]]) -> str:
|
||
if event is None:
|
||
return "pending"
|
||
return str(event.get("workflow_state") or event.get("summary") or event.get("event_type") or "progress event recorded")
|
||
|
||
def _build_release_gate(self, *, events: list[dict[str, Any]], deliveries: list[dict[str, Any]]) -> dict[str, Any]:
|
||
evidence_events = [event for event in events if self._is_release_evidence_event(event)]
|
||
if not evidence_events:
|
||
return {
|
||
"status": "empty",
|
||
"title": "缺少执行证据",
|
||
"summary": "还没有 branch、commit、PR、test 或 failed 回写，发布门禁不能生成判断。",
|
||
"blockingReasons": [],
|
||
"nextActions": ["先从 Execution Bridge 回写 branch / commit / PR / test 事件。"],
|
||
"checks": [
|
||
{"key": "execution_evidence", "label": "执行证据", "status": "missing", "detail": "progress_events_empty"},
|
||
],
|
||
"evidence": [],
|
||
"updatedAt": None,
|
||
}
|
||
|
||
failed_events = [event for event in evidence_events if self._is_failed_evidence_event(event)]
|
||
if failed_events:
|
||
return {
|
||
"status": "blocked",
|
||
"title": "发布阻塞",
|
||
"summary": "执行回写中存在失败或阻塞事件，发布门禁已关闭。",
|
||
"blockingReasons": [self._event_reason(event) for event in failed_events[:5]],
|
||
"nextActions": [
|
||
"先修复失败事件对应的任务或测试。",
|
||
"修复后重新回写 test_passed 或 checks_passed 证据。",
|
||
],
|
||
"checks": self._release_gate_checks(evidence_events),
|
||
"evidence": self._release_gate_evidence(evidence_events),
|
||
"updatedAt": str(evidence_events[0].get("occurred_at") or "") or None,
|
||
}
|
||
|
||
has_test_passed = any(self._event_type(event) in {"test_passed", "checks_passed"} for event in evidence_events)
|
||
has_pr = any(self._event_type(event) in {"pr_opened", "pr_synced", "merged", "accepted"} or event.get("pr_number") for event in evidence_events)
|
||
has_synced = any(self._event_type(event) in {"merged", "accepted"} or "synced" in self._event_text(event) for event in evidence_events)
|
||
failed_deliveries = [item for item in deliveries if str(item.get("status") or "").lower() == "failed"]
|
||
if failed_deliveries:
|
||
return {
|
||
"status": "blocked",
|
||
"title": "发布阻塞",
|
||
"summary": "GitHub delivery 存在失败记录，发布前需要先确认回写链路。",
|
||
"blockingReasons": [
|
||
str(item.get("failure_reason") or item.get("delivery_id") or "GitHub delivery failed")
|
||
for item in failed_deliveries[:5]
|
||
],
|
||
"nextActions": ["检查 GitHub webhook delivery 失败原因。", "恢复回写链路后重新生成发布判断。"],
|
||
"checks": self._release_gate_checks(evidence_events),
|
||
"evidence": self._release_gate_evidence(evidence_events),
|
||
"updatedAt": str(evidence_events[0].get("occurred_at") or "") or None,
|
||
}
|
||
|
||
if has_test_passed and has_synced:
|
||
return {
|
||
"status": "ready",
|
||
"title": "可发布",
|
||
"summary": "已有 PR/合并与通过测试证据，发布门禁给出可发布判断。",
|
||
"blockingReasons": [],
|
||
"nextActions": ["由负责人进行最终人工确认；PMFlow 不自动执行发布命令。"],
|
||
"checks": self._release_gate_checks(evidence_events),
|
||
"evidence": self._release_gate_evidence(evidence_events),
|
||
"updatedAt": str(evidence_events[0].get("occurred_at") or "") or None,
|
||
}
|
||
|
||
if has_test_passed:
|
||
return {
|
||
"status": "needs_confirmation",
|
||
"title": "发布候选，需人工确认",
|
||
"summary": "测试已通过，但仍需要负责人确认 PR 状态、发布范围和回滚预案。",
|
||
"blockingReasons": [],
|
||
"nextActions": [
|
||
"确认 PR 是否已审查或合并。",
|
||
"确认本次发布范围与回滚方案后再进入发布。",
|
||
],
|
||
"checks": self._release_gate_checks(evidence_events),
|
||
"evidence": self._release_gate_evidence(evidence_events),
|
||
"updatedAt": str(evidence_events[0].get("occurred_at") or "") or None,
|
||
}
|
||
|
||
return {
|
||
"status": "needs_confirmation",
|
||
"title": "需要人工确认",
|
||
"summary": "已有执行回写，但缺少通过测试证据，不能直接给出可发布判断。",
|
||
"blockingReasons": ["缺少 test_passed 或 checks_passed 证据。"],
|
||
"nextActions": ["补充测试回写；若确需跳过测试，需要负责人显式确认。"],
|
||
"checks": self._release_gate_checks(evidence_events),
|
||
"evidence": self._release_gate_evidence(evidence_events),
|
||
"updatedAt": str(evidence_events[0].get("occurred_at") or "") or None,
|
||
}
|
||
|
||
def _release_gate_checks(self, events: list[dict[str, Any]]) -> list[dict[str, Any]]:
|
||
return [
|
||
{
|
||
"key": "branch",
|
||
"label": "分支证据",
|
||
"status": "passed" if any(event.get("branch_name") or self._event_type(event) == "branch_created" for event in events) else "missing",
|
||
"detail": self._first_event_detail(events, {"branch_created", "commit", "pr_opened", "pr_synced"}),
|
||
},
|
||
{
|
||
"key": "commit",
|
||
"label": "提交证据",
|
||
"status": "passed" if any(event.get("commit_sha") or self._event_type(event) == "commit" for event in events) else "missing",
|
||
"detail": self._first_event_detail(events, {"commit"}),
|
||
},
|
||
{
|
||
"key": "pr",
|
||
"label": "PR 证据",
|
||
"status": "passed" if any(event.get("pr_number") or self._event_type(event) in {"pr_opened", "pr_synced", "merged", "accepted"} for event in events) else "missing",
|
||
"detail": self._first_event_detail(events, {"pr_opened", "pr_synced", "merged", "accepted"}),
|
||
},
|
||
{
|
||
"key": "test",
|
||
"label": "测试证据",
|
||
"status": "failed" if any(self._event_type(event) == "test_failed" for event in events) else ("passed" if any(self._event_type(event) in {"test_passed", "checks_passed"} for event in events) else "missing"),
|
||
"detail": self._first_event_detail(events, {"test_passed", "checks_passed", "test_failed"}),
|
||
},
|
||
{
|
||
"key": "failure",
|
||
"label": "失败事件",
|
||
"status": "failed" if any(self._is_failed_evidence_event(event) for event in events) else "passed",
|
||
"detail": self._first_event_detail(events, {"failed", "blocked", "test_failed"}) or "未发现失败回写",
|
||
},
|
||
]
|
||
|
||
def _release_gate_evidence(self, events: list[dict[str, Any]]) -> list[dict[str, Any]]:
|
||
return [
|
||
{
|
||
"id": str(event.get("id") or ""),
|
||
"type": self._event_type(event),
|
||
"summary": self._event_reason(event),
|
||
"taskTitle": (event.get("task") or {}).get("title") if isinstance(event.get("task"), dict) else None,
|
||
"repo": (event.get("repo") or {}).get("full_name") if isinstance(event.get("repo"), dict) else None,
|
||
"branchName": event.get("branch_name"),
|
||
"commitSha": event.get("commit_sha"),
|
||
"prNumber": event.get("pr_number"),
|
||
"occurredAt": event.get("occurred_at"),
|
||
}
|
||
for event in events[:12]
|
||
]
|
||
|
||
@staticmethod
|
||
def _event_type(event: dict[str, Any]) -> str:
|
||
return str(event.get("event_type") or "").strip().lower()
|
||
|
||
def _event_text(self, event: dict[str, Any]) -> str:
|
||
return " ".join(
|
||
[
|
||
self._event_type(event),
|
||
str(event.get("summary") or ""),
|
||
str(event.get("workflow_state") or ""),
|
||
str(event.get("derived_task_status") or ""),
|
||
]
|
||
).lower()
|
||
|
||
def _is_release_evidence_event(self, event: dict[str, Any]) -> bool:
|
||
event_type = self._event_type(event)
|
||
return event_type in {
|
||
"branch_created",
|
||
"commit",
|
||
"pr_opened",
|
||
"pr_synced",
|
||
"test_passed",
|
||
"test_failed",
|
||
"checks_passed",
|
||
"failed",
|
||
"blocked",
|
||
"merged",
|
||
"accepted",
|
||
} or bool(event.get("branch_name") or event.get("commit_sha") or event.get("pr_number"))
|
||
|
||
def _is_failed_evidence_event(self, event: dict[str, Any]) -> bool:
|
||
text = self._event_text(event)
|
||
return any(token in text for token in ("test_failed", "failed", "blocked", "失败", "阻塞", "error"))
|
||
|
||
def _event_reason(self, event: dict[str, Any]) -> str:
|
||
return str(event.get("summary") or event.get("workflow_state") or event.get("event_type") or "执行证据").strip()
|
||
|
||
def _first_event_detail(self, events: list[dict[str, Any]], event_types: set[str]) -> str:
|
||
for event in events:
|
||
if self._event_type(event) in event_types:
|
||
return self._event_reason(event)
|
||
return ""
|
||
|
||
def _release_validation_status(self, *, gate_status: str, decision: str) -> str:
|
||
if decision == "keep_blocked" or gate_status == "blocked":
|
||
return "blocked"
|
||
if gate_status == "ready":
|
||
return "ready"
|
||
return "needs_confirmation"
|
||
|
||
def _release_validation_score(self, status: str) -> float:
|
||
if status == "ready":
|
||
return 1.0
|
||
if status == "needs_confirmation":
|
||
return 0.6
|
||
return 0.0
|
||
|
||
def _release_validation_metrics(self, release_gate: dict[str, Any]) -> dict[str, Any]:
|
||
checks = list(release_gate.get("checks") or [])
|
||
evidence = list(release_gate.get("evidence") or [])
|
||
return {
|
||
"releaseGateStatus": release_gate.get("status"),
|
||
"evidenceCount": len(evidence),
|
||
"passedCheckCount": len([item for item in checks if isinstance(item, dict) and item.get("status") == "passed"]),
|
||
"failedCheckCount": len([item for item in checks if isinstance(item, dict) and item.get("status") == "failed"]),
|
||
"missingCheckCount": len([item for item in checks if isinstance(item, dict) and item.get("status") == "missing"]),
|
||
}
|
||
|
||
def _release_validation_risks(self, release_gate: dict[str, Any], *, decision: str) -> list[dict[str, Any]]:
|
||
risks = [
|
||
{"label": reason, "status": "blocked", "source": "release_gate_blocking_reason"}
|
||
for reason in list(release_gate.get("blockingReasons") or [])
|
||
]
|
||
for check in list(release_gate.get("checks") or []):
|
||
if not isinstance(check, dict) or check.get("status") == "passed":
|
||
continue
|
||
risks.append(
|
||
{
|
||
"label": check.get("label") or check.get("key") or "发布检查项",
|
||
"status": check.get("status"),
|
||
"detail": check.get("detail"),
|
||
"source": "release_gate_check",
|
||
}
|
||
)
|
||
if decision == "keep_blocked" and not risks:
|
||
risks.append({"label": "负责人选择保持阻塞，等待补充发布前确认。", "status": "blocked", "source": "human_decision"})
|
||
return risks
|
||
|
||
def _release_validation_rollback_plan(self, release_gate: dict[str, Any]) -> dict[str, Any]:
|
||
return {
|
||
"deploymentExecuted": False,
|
||
"requiredBeforeDeploy": [
|
||
"完成人工发布确认。",
|
||
"确认回滚方案和发布范围。",
|
||
],
|
||
"nextActions": list(release_gate.get("nextActions") or []),
|
||
}
|
||
|
||
def _serialize_release_validation_run(self, run: ReleaseValidationRun) -> dict[str, Any]:
|
||
summary = self._payload(run.validation_summary)
|
||
return {
|
||
"id": str(run.id),
|
||
"projectId": str(run.project_id),
|
||
"charterId": None if run.charter_id is None else str(run.charter_id),
|
||
"releaseNodeId": None if run.release_node_id is None else str(run.release_node_id),
|
||
"status": run.status,
|
||
"score": self._jsonable(run.score),
|
||
"keyMetrics": run.key_metrics or {},
|
||
"riskItems": run.risk_items or [],
|
||
"rollbackPlan": run.rollback_plan or {},
|
||
"validationSummary": summary,
|
||
"createdBy": summary.get("createdBy"),
|
||
"createdAt": run.created_at.isoformat() if run.created_at else summary.get("createdAt"),
|
||
"updatedAt": run.updated_at.isoformat() if run.updated_at else None,
|
||
}
|
||
|
||
def _serialize_feedback_ingest(self, ingest: FeedbackIngest) -> dict[str, Any]:
|
||
return {
|
||
"id": str(ingest.id),
|
||
"projectId": str(ingest.project_id),
|
||
"charterId": None if ingest.charter_id is None else str(ingest.charter_id),
|
||
"sourceType": ingest.source_type,
|
||
"title": ingest.title,
|
||
"content": ingest.content,
|
||
"metrics": dict(ingest.metrics or {}),
|
||
"samples": list(ingest.samples or []),
|
||
"status": ingest.status,
|
||
"createdAt": ingest.created_at.isoformat() if ingest.created_at else None,
|
||
"updatedAt": ingest.updated_at.isoformat() if ingest.updated_at else None,
|
||
}
|
||
|
||
def _serialize_iteration_recommendation(self, recommendation: IterationRecommendation) -> dict[str, Any]:
|
||
summary = dict(recommendation.recommendation_summary or {})
|
||
change_set_id = summary.get("changeSetId")
|
||
normalized_change_set_id = None if change_set_id is None or str(change_set_id).strip() == "" else str(change_set_id)
|
||
return {
|
||
"id": str(recommendation.id),
|
||
"projectId": str(recommendation.project_id),
|
||
"charterId": None if recommendation.charter_id is None else str(recommendation.charter_id),
|
||
"feedbackIngestId": None if recommendation.feedback_ingest_id is None else str(recommendation.feedback_ingest_id),
|
||
"status": recommendation.status,
|
||
"priority": recommendation.priority,
|
||
"recommendationSummary": summary,
|
||
"proposedCharterPatch": dict(recommendation.proposed_charter_patch or {}),
|
||
"proposedTasks": list(recommendation.proposed_tasks or []),
|
||
"changeSetCreated": bool(summary.get("changeSetCreated") or normalized_change_set_id),
|
||
"changeSetId": normalized_change_set_id,
|
||
"createdAt": recommendation.created_at.isoformat() if recommendation.created_at else None,
|
||
"updatedAt": recommendation.updated_at.isoformat() if recommendation.updated_at else None,
|
||
}
|
||
|
||
def _iteration_recommendation_message(
|
||
self,
|
||
*,
|
||
recommendation: IterationRecommendation,
|
||
feedback: Optional[FeedbackIngest],
|
||
note: Optional[str],
|
||
) -> str:
|
||
summary = self._recommendation_summary_text(recommendation)
|
||
task_titles = [
|
||
str(item.get("title") or item.get("summary") or "").strip()
|
||
for item in list(recommendation.proposed_tasks or [])
|
||
if isinstance(item, dict) and str(item.get("title") or item.get("summary") or "").strip()
|
||
]
|
||
lines = [
|
||
"Release/Growth 反馈已生成下一轮待确认变更草稿。",
|
||
f"反馈：{feedback.title or feedback.content[:80] if feedback is not None else '未绑定 feedback ingest'}",
|
||
f"建议：{summary}",
|
||
]
|
||
if task_titles:
|
||
lines.append("建议任务：" + "；".join(task_titles[:5]))
|
||
if note:
|
||
lines.append(f"人工备注：{note.strip()}")
|
||
lines.append("此消息只作为 Change Review 证据，不自动写入 Project Memory。")
|
||
return "\n".join(lines)
|
||
|
||
def _iteration_change_set_headline(
|
||
self,
|
||
*,
|
||
recommendation: IterationRecommendation,
|
||
feedback: Optional[FeedbackIngest],
|
||
) -> str:
|
||
source = feedback.title if feedback is not None and feedback.title else f"Recommendation {recommendation.id}"
|
||
return f"下一轮反馈变更草稿：{source}"[:255]
|
||
|
||
def _iteration_change_set_summary(
|
||
self,
|
||
*,
|
||
recommendation: IterationRecommendation,
|
||
feedback: Optional[FeedbackIngest],
|
||
) -> str:
|
||
source = feedback.title or feedback.content[:80] if feedback is not None else "发布后反馈"
|
||
return f"基于 {source} 生成下一轮 ChangeSet draft，等待 Change Review accept/edit/defer。"
|
||
|
||
def _iteration_recommendation_excerpt(
|
||
self,
|
||
*,
|
||
recommendation: IterationRecommendation,
|
||
feedback: Optional[FeedbackIngest],
|
||
) -> str:
|
||
feedback_text = "" if feedback is None else feedback.content.strip()
|
||
return (feedback_text or self._recommendation_summary_text(recommendation))[:1200]
|
||
|
||
def _recommendation_summary_text(self, recommendation: IterationRecommendation) -> str:
|
||
summary = dict(recommendation.recommendation_summary or {})
|
||
value = summary.get("summary") or summary.get("recommendation") or summary.get("title")
|
||
if value:
|
||
return str(value).strip()
|
||
focus = summary.get("focus_areas") or summary.get("focusAreas")
|
||
if isinstance(focus, list) and focus:
|
||
return "围绕 " + "、".join(str(item) for item in focus[:4]) + " 推进下一轮迭代。"
|
||
return "基于发布后反馈生成下一轮迭代建议。"
|
||
|
||
def _iteration_recommendation_change_items(
|
||
self,
|
||
*,
|
||
recommendation: IterationRecommendation,
|
||
feedback: Optional[FeedbackIngest],
|
||
project_id: int,
|
||
) -> list[PMFlowChangeItem]:
|
||
patch = dict(recommendation.proposed_charter_patch or {})
|
||
summary_text = self._recommendation_summary_text(recommendation)
|
||
focus_areas = patch.get("focus_areas") or patch.get("focusAreas") or dict(recommendation.recommendation_summary or {}).get("focus_areas") or []
|
||
success_criteria = patch.get("updated_success_criteria") or patch.get("successCriteria") or []
|
||
risk_level = "high" if str(recommendation.priority or "").lower() in {"high", "critical"} else "medium"
|
||
items: list[PMFlowChangeItem] = [
|
||
PMFlowChangeItem(
|
||
tenant_id=self.tenant_id,
|
||
change_set_id=0,
|
||
project_id=int(project_id),
|
||
group="new_object",
|
||
object_type="Requirement",
|
||
object_id=None,
|
||
title="下一轮迭代方向",
|
||
summary=summary_text,
|
||
diff="根据发布后反馈补充下一轮需求方向与成功标准。",
|
||
payload={
|
||
"title": "下一轮迭代方向",
|
||
"summary": summary_text,
|
||
"stage": "planning",
|
||
"status": "draft",
|
||
"source": "iteration_recommendation",
|
||
"recommendationId": str(recommendation.id),
|
||
"feedbackIngestId": None if feedback is None else str(feedback.id),
|
||
"focusAreas": list(focus_areas) if isinstance(focus_areas, list) else [str(focus_areas)],
|
||
"acceptanceCriteria": list(success_criteria) if isinstance(success_criteria, list) else [str(success_criteria)],
|
||
},
|
||
edited_payload=None,
|
||
confidence=0.76,
|
||
risk_level=risk_level,
|
||
status="pending_review",
|
||
),
|
||
PMFlowChangeItem(
|
||
tenant_id=self.tenant_id,
|
||
change_set_id=0,
|
||
project_id=int(project_id),
|
||
group="decision",
|
||
object_type="Decision",
|
||
object_id=None,
|
||
title="确认下一轮反馈驱动迭代方向",
|
||
summary=f"确认是否将 recommendation {recommendation.id} 纳入下一轮 Change Review。",
|
||
diff="将发布后反馈从 Release/Growth 回流到 Change Review，而不是直接写入项目记忆。",
|
||
payload={
|
||
"title": "确认下一轮反馈驱动迭代方向",
|
||
"summary": summary_text,
|
||
"stage": "growth",
|
||
"owner": "PMFlow",
|
||
"source": "iteration_recommendation",
|
||
"recommendationId": str(recommendation.id),
|
||
},
|
||
edited_payload=None,
|
||
confidence=0.72,
|
||
risk_level="medium",
|
||
status="pending_review",
|
||
),
|
||
]
|
||
|
||
for raw_task in list(recommendation.proposed_tasks or [])[:4]:
|
||
if not isinstance(raw_task, dict):
|
||
continue
|
||
title = str(raw_task.get("title") or raw_task.get("summary") or "").strip()
|
||
if not title:
|
||
continue
|
||
task_summary = str(raw_task.get("summary") or raw_task.get("description") or title).strip()
|
||
items.append(
|
||
PMFlowChangeItem(
|
||
tenant_id=self.tenant_id,
|
||
change_set_id=0,
|
||
project_id=int(project_id),
|
||
group="new_object",
|
||
object_type="Task",
|
||
object_id=None,
|
||
title=title[:255],
|
||
summary=task_summary,
|
||
diff="新增下一轮可审查任务草稿，待 Change Review 决定是否接受。",
|
||
payload={
|
||
"title": title,
|
||
"description": task_summary,
|
||
"summary": task_summary,
|
||
"stage": "development",
|
||
"status": "draft",
|
||
"priority": raw_task.get("priority") or recommendation.priority,
|
||
"source": "iteration_recommendation",
|
||
"recommendationId": str(recommendation.id),
|
||
},
|
||
edited_payload=None,
|
||
confidence=0.7,
|
||
risk_level="medium",
|
||
status="pending_review",
|
||
)
|
||
)
|
||
|
||
if risk_level == "high":
|
||
items.append(
|
||
PMFlowChangeItem(
|
||
tenant_id=self.tenant_id,
|
||
change_set_id=0,
|
||
project_id=int(project_id),
|
||
group="risk",
|
||
object_type="Risk",
|
||
object_id=None,
|
||
title="发布后反馈高优先级风险",
|
||
summary=summary_text,
|
||
diff="将高优先级反馈沉淀为风险项，避免直接跳过人工审查。",
|
||
payload={
|
||
"title": "发布后反馈高优先级风险",
|
||
"summary": summary_text,
|
||
"stage": "planning",
|
||
"level": "high",
|
||
"mitigation": "在 Change Review 中确认处理策略后再进入 Project Memory。",
|
||
"source": "iteration_recommendation",
|
||
"recommendationId": str(recommendation.id),
|
||
},
|
||
edited_payload=None,
|
||
confidence=0.74,
|
||
risk_level="high",
|
||
status="pending_review",
|
||
)
|
||
)
|
||
return items
|
||
|
||
def _serialize_revenue_event(self, event: RevenueEvent) -> dict[str, Any]:
|
||
return {
|
||
"id": str(event.id),
|
||
"projectId": str(event.project_id),
|
||
"sourceType": event.source_type,
|
||
"category": event.category,
|
||
"currency": event.currency,
|
||
"amountUsd": self._jsonable(event.amount_usd),
|
||
"externalRef": event.external_ref,
|
||
"eventPayload": dict(event.event_payload or {}),
|
||
"occurredAt": event.occurred_at.isoformat() if event.occurred_at else None,
|
||
"createdAt": event.created_at.isoformat() if event.created_at else None,
|
||
"updatedAt": event.updated_at.isoformat() if event.updated_at else None,
|
||
}
|
||
|
||
def _release_signal_next_actions(
|
||
self,
|
||
*,
|
||
feedback_items: list[dict[str, Any]],
|
||
recommendations: list[dict[str, Any]],
|
||
release_gate: dict[str, Any],
|
||
) -> list[str]:
|
||
actions: list[str] = []
|
||
if not feedback_items:
|
||
actions.append("发布后先摄取用户反馈、运营记录或人工观察，避免用 mock 增长数据判断下一轮。")
|
||
if feedback_items and recommendations:
|
||
if any(bool(item.get("changeSetCreated")) for item in recommendations):
|
||
actions.append("下一轮 ChangeSet draft 已进入 Change Review，继续 accept / edit / defer 后再决定是否写入 Project Memory。")
|
||
else:
|
||
actions.append("基于真实反馈选择 iteration recommendation，生成下一轮待确认 ChangeSet draft。")
|
||
if str(release_gate.get("status") or "") == "blocked":
|
||
actions.append("发布门禁仍阻塞时，先处理 release gate，再把反馈作为下一轮规划输入。")
|
||
if not actions:
|
||
actions.append("继续沉淀 feedback / revenue / compliance 信号，为下一轮 iteration recommendation 做准备。")
|
||
return actions
|
||
|
||
def _optional_int(self, value: Optional[Any], *, error_code: str) -> Optional[int]:
|
||
if value is None or str(value).strip() == "":
|
||
return None
|
||
try:
|
||
return int(str(value).strip())
|
||
except (TypeError, ValueError) as exc:
|
||
raise ValueError(error_code) from exc
|
||
|
||
def _serialize_prompt_package(self, package: PromptPackage) -> dict[str, Any]:
|
||
return {
|
||
"id": str(package.id),
|
||
"project_id": str(package.project_id),
|
||
"charter_id": str(package.charter_id),
|
||
"task_id": None if package.task_id is None else str(package.task_id),
|
||
"status": package.status,
|
||
"package_kind": package.package_kind,
|
||
"package_text": package.package_text,
|
||
"package_payload": package.package_payload,
|
||
"created_at": package.created_at.isoformat() if package.created_at else None,
|
||
}
|
||
|
||
def _execution_prompt_payload(
|
||
self,
|
||
*,
|
||
project: Project,
|
||
task: Task,
|
||
repo: Optional[RepoBinding],
|
||
runtime_target: str,
|
||
note: Optional[str],
|
||
memory: PMFlowProjectMemory,
|
||
) -> dict[str, Any]:
|
||
acceptance = self._task_acceptance_criteria(task)
|
||
truth_facts = memory.truthNodeFacts[:12]
|
||
semantic_facts = memory.semanticFacts[:12]
|
||
return {
|
||
"project": {
|
||
"id": str(project.id),
|
||
"name": project.title or project.name,
|
||
"goal": project.description or project.title or project.name,
|
||
},
|
||
"task": {
|
||
"id": str(task.id),
|
||
"title": task.title,
|
||
"description": task.description or "",
|
||
"status": task.status,
|
||
"priority": task.priority,
|
||
"charter_id": str(task.truth_node_id),
|
||
"acceptance_criteria": acceptance,
|
||
},
|
||
"repo": None
|
||
if repo is None
|
||
else {
|
||
"id": str(repo.id),
|
||
"provider": repo.provider,
|
||
"full_name": f"{repo.owner}/{repo.repo_name}",
|
||
"default_branch": repo.default_branch,
|
||
"status": repo.status,
|
||
},
|
||
"runtime_target": runtime_target,
|
||
"note": note,
|
||
"project_memory": {
|
||
"truth_node_facts": truth_facts,
|
||
"semantic_facts": semantic_facts,
|
||
"source_summary": memory.sourceSummary,
|
||
},
|
||
"boundary": {
|
||
"execution": "PMFlow only creates the handoff contract and progress event. Local commands must run through Local Bridge or a compatible MCP host.",
|
||
"host_config": "PMFlow backend must not write host ~/.codex/config.toml or execute local stdio commands directly.",
|
||
},
|
||
}
|
||
|
||
def _execution_prompt_text(self, payload: dict[str, Any]) -> str:
|
||
project = self._payload(payload.get("project"))
|
||
task = self._payload(payload.get("task"))
|
||
repo = payload.get("repo") if isinstance(payload.get("repo"), dict) else None
|
||
memory = self._payload(payload.get("project_memory"))
|
||
truth_facts = list(memory.get("truth_node_facts") or [])[:6]
|
||
semantic_facts = list(memory.get("semantic_facts") or [])[:6]
|
||
acceptance = list(task.get("acceptance_criteria") or [])
|
||
lines = [
|
||
"# PMFlow Execution Handoff",
|
||
"",
|
||
f"Project: {project.get('name') or project.get('id')}",
|
||
f"Goal: {project.get('goal') or '未填写项目目标'}",
|
||
"",
|
||
"## Task",
|
||
f"- ID: {task.get('id')}",
|
||
f"- Title: {task.get('title')}",
|
||
f"- Description: {task.get('description') or '未填写任务描述'}",
|
||
f"- Status: {task.get('status')}",
|
||
f"- Priority: {task.get('priority')}",
|
||
"",
|
||
"## Acceptance Criteria",
|
||
]
|
||
lines.extend([f"- {item}" for item in acceptance] or ["- 未提供验收标准；执行前需要人工补齐。"])
|
||
lines.extend(["", "## Repository"])
|
||
if repo is None:
|
||
lines.append("- No repo binding is available. Create a handoff draft only; do not infer repository, branch, or local path.")
|
||
else:
|
||
lines.extend(
|
||
[
|
||
f"- Provider: {repo.get('provider')}",
|
||
f"- Repository: {repo.get('full_name')}",
|
||
f"- Default branch: {repo.get('default_branch')}",
|
||
f"- Binding status: {repo.get('status')}",
|
||
]
|
||
)
|
||
lines.extend(
|
||
[
|
||
"",
|
||
"## Runtime Target",
|
||
f"- {payload.get('runtime_target')}",
|
||
]
|
||
)
|
||
if payload.get("note"):
|
||
lines.extend(["", "## Operator Note", str(payload.get("note"))])
|
||
lines.extend(["", "## Project Memory"])
|
||
if truth_facts:
|
||
lines.append("Truth Nodes:")
|
||
lines.extend(
|
||
f"- {str(item.get('title') or item.get('id'))}: {str(item.get('summary') or item.get('status') or '')}"
|
||
for item in truth_facts
|
||
if isinstance(item, dict)
|
||
)
|
||
if semantic_facts:
|
||
lines.append("Semantic Facts:")
|
||
lines.extend(
|
||
f"- {str(item.get('namespace') or 'fact')}.{str(item.get('key') or item.get('id'))}: {str(item.get('value') or '')}"
|
||
for item in semantic_facts
|
||
if isinstance(item, dict)
|
||
)
|
||
if not truth_facts and not semantic_facts:
|
||
lines.append("- Project Memory has no truth/semantic facts for this task yet.")
|
||
lines.extend(
|
||
[
|
||
"",
|
||
"## Boundary",
|
||
"- Do not execute local commands from PMFlow backend.",
|
||
"- Use Local Bridge, Codex, GitHub agent, or manual runtime according to the selected target.",
|
||
]
|
||
)
|
||
return "\n".join(lines)
|
||
|
||
def _handoff_payload(
|
||
self,
|
||
*,
|
||
task: Task,
|
||
repo: Optional[RepoBinding],
|
||
runtime_target: str,
|
||
note: Optional[str],
|
||
prompt_package_id: int,
|
||
) -> dict[str, Any]:
|
||
return {
|
||
"workflow_state": "pushed",
|
||
"handoff_state": "draft" if repo is None else "ready",
|
||
"runtime_target": runtime_target,
|
||
"prompt_package_id": str(prompt_package_id),
|
||
"task_id": str(task.id),
|
||
"repo_binding_id": None if repo is None else str(repo.id),
|
||
"repository_full_name": None if repo is None else f"{repo.owner}/{repo.repo_name}",
|
||
"note": note,
|
||
"boundary": "PMFlow backend creates metadata only; execution must be picked up by Local Bridge, Codex, GitHub agent, or manual operator.",
|
||
}
|
||
|
||
def _handoff_summary(self, *, task: Task, repo: Optional[RepoBinding], runtime_target: str) -> str:
|
||
target = f"{repo.owner}/{repo.repo_name}" if repo is not None else "未绑定仓库"
|
||
return f"执行交接已创建：{task.title} -> {runtime_target} / {target}"
|
||
|
||
def _handoff_consumed_payload(
|
||
self,
|
||
*,
|
||
task: Task,
|
||
repo: Optional[RepoBinding],
|
||
runtime_target: str,
|
||
note: Optional[str],
|
||
prompt_package_id: int,
|
||
consumer_label: str,
|
||
consumed_at: str,
|
||
) -> dict[str, Any]:
|
||
return {
|
||
"workflow_state": "coding",
|
||
"handoff_state": "consumed",
|
||
"runtime_target": runtime_target,
|
||
"consumer_label": consumer_label,
|
||
"consumed_at": consumed_at,
|
||
"prompt_package_id": str(prompt_package_id),
|
||
"task_id": str(task.id),
|
||
"repo_binding_id": None if repo is None else str(repo.id),
|
||
"repository_full_name": None if repo is None else f"{repo.owner}/{repo.repo_name}",
|
||
"note": note,
|
||
"boundary": "PMFlow records handoff pickup only; command execution remains outside backend runtime.",
|
||
}
|
||
|
||
def _handoff_consumed_summary(self, *, task: Task, runtime_target: str, consumer_label: str) -> str:
|
||
return f"执行交接已领取：{task.title} -> {runtime_target} / {consumer_label}"
|
||
|
||
def _progress_event_payload(
|
||
self,
|
||
*,
|
||
body: PMFlowExecutionProgressEventRequest,
|
||
repo: Optional[RepoBinding],
|
||
) -> dict[str, Any]:
|
||
payload: dict[str, Any] = {
|
||
"workflow_state": body.workflow_state or self._default_workflow_state(body.event_type),
|
||
"source": body.source,
|
||
"boundary": "PMFlow records execution result metadata only; command execution stays in Local Bridge, Codex, GitHub agent, or manual runtime.",
|
||
}
|
||
for key, value in {
|
||
"branch_name": body.branch_name,
|
||
"commit_sha": body.commit_sha,
|
||
"pr_number": body.pr_number,
|
||
"test_summary": body.test_summary,
|
||
"event_source_id": body.event_source_id,
|
||
}.items():
|
||
if value is not None and str(value).strip():
|
||
payload[key] = value
|
||
if repo is not None:
|
||
payload["repo_binding_id"] = str(repo.id)
|
||
payload["repository_full_name"] = f"{repo.owner}/{repo.repo_name}"
|
||
return payload
|
||
|
||
def _progress_event_summary(
|
||
self,
|
||
*,
|
||
body: PMFlowExecutionProgressEventRequest,
|
||
task: Task,
|
||
repo: Optional[RepoBinding],
|
||
) -> str:
|
||
if body.summary:
|
||
return body.summary
|
||
if body.test_summary:
|
||
return body.test_summary
|
||
repo_label = f"{repo.owner}/{repo.repo_name}" if repo is not None else "未绑定仓库"
|
||
detail = body.commit_sha or (f"PR #{body.pr_number}" if body.pr_number else body.branch_name) or self._default_workflow_state(body.event_type)
|
||
return f"执行结果回写：{task.title} / {body.event_type} / {repo_label} / {detail}"
|
||
|
||
def _default_workflow_state(self, event_type: str) -> str:
|
||
value = str(event_type or "").strip().lower()
|
||
if value == "branch_created":
|
||
return "pushed"
|
||
if value == "commit":
|
||
return "coding"
|
||
if value in {"pr_opened", "pr_synced"}:
|
||
return "in_review"
|
||
if value in {"test_passed", "test_failed", "checks_passed"}:
|
||
return "testing"
|
||
if value in {"merged", "accepted"}:
|
||
return "synced"
|
||
if value in {"blocked", "failed"}:
|
||
return "failed"
|
||
return "manual_progress"
|
||
|
||
def _latest_iso(self, values: list[Optional[datetime]]) -> Optional[str]:
|
||
valid = [value for value in values if value is not None]
|
||
if not valid:
|
||
return None
|
||
return max(valid).isoformat()
|
||
|
||
def _jsonable(self, value: Any) -> Any:
|
||
if isinstance(value, Decimal):
|
||
return float(value)
|
||
return value
|