Files
beaver_project/app-instance/backend/beaver/tasks/service.py
steven_li 8a12c30141 feat(beaver): 完成Task Team功能v1实现,重构后端架构支持统一内核
新增内部Task系统,包括验证、反馈门控机制,实现自动质量验证
(通过率>=0.75)和用户反馈闭环(satisfied/revise/abandon)。

实现Agent Team v1协调器,支持sequence/parallel/dag执行策略,
sub-agent复用主AgentLoop,每个run使用独立memory snapshot。

建立Skill学习pipeline,包含draft/审核/发布/回滚完整生命周期,
通过Task验证通过且用户满意才生成学习候选。

重构目录结构,移除third_party依赖,建立统一engine内核,
所有agent共享运行时基础组件。

更新ContextBuilder清理provider消息字段,增强SkillContext版本管理,
集成TaskExecutionPlanner和TaskSkillResolver实现技能解析机制。
2026-05-08 17:14:14 +08:00

168 lines
5.6 KiB
Python

"""Internal service for automatic Task mode."""
from __future__ import annotations
from datetime import datetime, timezone
from pathlib import Path
from typing import Any
from uuid import uuid4
from .models import TaskEvent, TaskRecord, ValidationResult
from .store import TaskStore
class TaskService:
def __init__(self, root: str | Path) -> None:
self.store = TaskStore(root)
def create_task(
self,
*,
session_id: str,
description: str,
creator: str = "main-agent",
metadata: dict[str, Any] | None = None,
) -> TaskRecord:
now = self._now()
task = TaskRecord(
task_id=uuid4().hex,
session_id=session_id,
description=description,
goal=description,
constraints=[],
priority=0,
status="open",
creator=creator,
created_at=now,
updated_at=now,
metadata=dict(metadata or {}),
)
self.store.upsert_task(task)
self._event(task, "created", payload={"description": description})
return task
def get_task(self, task_id: str) -> TaskRecord | None:
return self.store.get_task(task_id)
def get_task_by_run_id(self, run_id: str) -> TaskRecord | None:
return self.store.get_task_by_run_id(run_id)
def get_latest_open_task(self, session_id: str) -> TaskRecord | None:
return self.store.get_latest_open_task(session_id)
def start_run(self, task_id: str, *, user_message: str, attempt_index: int) -> TaskRecord:
task = self._require(task_id)
task.status = "running"
task.updated_at = self._now()
task.metadata["latest_user_message"] = user_message
task.metadata["latest_attempt_index"] = attempt_index
self.store.upsert_task(task)
self._event(task, "run_started", payload={"user_message": user_message, "attempt_index": attempt_index})
return task
def append_run(self, task_id: str, run_id: str, *, skill_names: list[str] | None = None) -> TaskRecord:
task = self._require(task_id)
if run_id not in task.run_ids:
task.run_ids.append(run_id)
for name in skill_names or []:
if name not in task.skill_names:
task.skill_names.append(name)
task.updated_at = self._now()
self.store.upsert_task(task)
self._event(task, "run_completed", run_id=run_id, payload={"skill_names": skill_names or []})
return task
def record_validation(self, task_id: str, run_id: str, validation: ValidationResult) -> TaskRecord:
task = self._require(task_id)
task.status = "awaiting_feedback"
task.updated_at = self._now()
task.validation_result = validation.to_dict()
self.store.upsert_task(task)
self._event(task, "validated", run_id=run_id, payload=validation.to_dict())
return task
def add_feedback(
self,
task_id: str,
*,
feedback_type: str,
comment: str | None = None,
run_id: str | None = None,
) -> TaskRecord:
task = self._require(task_id)
now = self._now()
matching_feedback = any(
item.get("run_id") == run_id and item.get("feedback_type") == feedback_type
for item in task.feedback
)
conflicting_feedback = next(
(
item
for item in task.feedback
if item.get("run_id") == run_id and item.get("feedback_type") != feedback_type
),
None,
)
if conflicting_feedback is not None:
raise ValueError(
f"Feedback for run_id={run_id!r} was already recorded as "
f"{conflicting_feedback.get('feedback_type')!r}"
)
if task.status in {"closed", "abandoned"} and not matching_feedback:
raise ValueError(f"Task {task.task_id} is already finalized as {task.status!r}")
if matching_feedback:
return task
entry = {
"feedback_type": feedback_type,
"comment": comment or "",
"run_id": run_id,
"created_at": now,
}
task.feedback.append(entry)
if feedback_type == "revise":
task.status = "needs_revision"
elif feedback_type == "abandon":
task.status = "abandoned"
task.closed_at = now
task.close_reason = comment or "abandoned"
elif feedback_type == "satisfied":
task.status = "closed"
task.closed_at = now
task.close_reason = "satisfied"
task.satisfaction = 1.0
task.updated_at = now
self.store.upsert_task(task)
self._event(task, f"feedback_{feedback_type}", run_id=run_id, payload=entry)
return task
def _require(self, task_id: str) -> TaskRecord:
task = self.store.get_task(task_id)
if task is None:
raise ValueError(f"Unknown task_id: {task_id}")
return task
def _event(
self,
task: TaskRecord,
event_type: str,
*,
run_id: str | None = None,
payload: dict[str, Any] | None = None,
) -> None:
self.store.append_event(
TaskEvent(
event_id=uuid4().hex,
task_id=task.task_id,
session_id=task.session_id,
run_id=run_id,
event_type=event_type,
created_at=self._now(),
payload=dict(payload or {}),
)
)
@staticmethod
def _now() -> str:
return datetime.now(timezone.utc).isoformat()