Files
life-echo/api/app/features/memoir/background_runner.py
Kevin 786ebf8ae6 refactor(api,expo): 多智能体与会话收敛、回忆录兼容层移除、后端测试集大幅删减
- 对齐「多智能体收敛」与「回忆录 stories-first / markdown-first」方向:收紧运行时契约、
  删除过渡兼容路径与双轨逻辑,并同步更新客户端与文档。

- Chat:以 ChatOrchestrator 为实时编排入口;删除独立 conversation_agent,精简 prompts。
- Memoir:删除 memory_agent;MemoirOrchestrator、classification / story_route 与 prompts 收敛到
  prepare_batches + run_story_pipeline_for_category_batch 主链路。
- 将 agents 侧 processor 迁入 feature 层为 background_runner,并移除 features 下重复/过时
  processor 封装。

- 新增 history_store,强化「conversation_messages 为 DB 真源、Redis 为缓存」模型。
- 调整 models、repo、service、session_history;精简 WS message_types,重构 pipeline 与 router。

- 移除章节占位、整章再生等旧路径;章节列表与封面逻辑要求 story 关联;收紧 cover 资格与
  enqueue。
- helpers、repo、service、router、reading_segment_materialize、story_pipeline_sync、pdf_service
  等按 canonical markdown / cover_asset_id 收缩;删除 memoir_images/provider 等冗余。
- tasks:memoir_tasks、chapter_cover_tasks 等大幅瘦身;story_image_tasks 等与当前图片任务对齐。

- core:config、logging、redis、task_tracker 小幅调整。
- auth / user / payment / quota:路由或服务侧删减过时接口或逻辑(如 payment router 行数减少)。

- pyproject.toml、development.sh、.env.example / .env.production、README 等同步说明或变量。

- Alembic 0001_initial_schema 微调(与当前 schema 叙事一致的小改动)。

- 回忆录:types / mappers / api、章节页与 memoir 页与后端契约对齐;markdown-renderer 调整。
- 语音:删除 voice/player,voice-segment-store 相应精简。

- api/tests:删除 conftest 及绝大部分既有测试文件(websocket_baseline、conversation、memoir
  图片、PDF、SMS 等),属有意收缩/待按 backend-test-system 重建的信号。
- docs:新增多智能体收敛与移除兼容层计划摘要;更新 story-first 设计、backend-test-system、
  multi-agent-refactor-plan、实施总结等。

BREAKING CHANGE: 后端对外契约、回忆录章节字段与若干路由/任务行为已变更;大量 API 测试被移除,
  CI 若依赖这些用例需按新策略补测或调整流水线。
2026-03-22 18:10:28 +08:00

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"""回忆录后台任务聚合debounce 后派发 process_memoir_segmentsfeature 层)。"""
from __future__ import annotations
from typing import Dict, List
from app.core.logging import get_logger
from app.core.task_tracker import task_tracker
logger = get_logger(__name__)
class BackgroundTaskRunner:
def __init__(self, debounce_seconds: int = 5) -> None:
self.debounce_seconds = debounce_seconds
self._pending: Dict[str, List[str]] = {}
self._timers: Dict[str, object] = {}
async def _submit_task(self, user_id: str, segment_ids: List[str]) -> str | None:
try:
from app.tasks.memoir_tasks import process_memoir_segments
result = process_memoir_segments.delay(user_id, segment_ids)
task_id = result.id
await task_tracker.add_task(user_id, task_id, "memoir")
logger.info(
"已提交 Celery 任务: user_id=%s, task_id=%s, segments=%s",
user_id,
task_id,
len(segment_ids),
)
return task_id
except Exception as e:
logger.error("提交 Celery 任务失败: %s", e)
return None
async def queue_message(self, user_id: str, segment_id: str) -> None:
import asyncio
self._pending.setdefault(user_id, []).append(segment_id)
if user_id in self._timers:
self._timers[user_id].cancel()
async def delayed_submit():
try:
await asyncio.sleep(self.debounce_seconds)
segment_ids = self._pending.pop(user_id, [])
if segment_ids:
await self._submit_task(user_id, segment_ids)
except asyncio.CancelledError:
pass
except Exception as e:
logger.error("延迟提交任务失败: %s", e)
self._timers[user_id] = asyncio.create_task(delayed_submit())
async def flush_pending(self, user_id: str) -> str | None:
if user_id in self._timers:
self._timers[user_id].cancel()
del self._timers[user_id]
segment_ids = self._pending.pop(user_id, [])
if segment_ids:
return await self._submit_task(user_id, segment_ids)
return None