Files
life-echo/api/app/tasks/chapter_cover_tasks.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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"""
Chapter 封面生成 Celery 任务。
从 chapter_cover_intents 原子 claim intent或创建新 intent 后生成封面,
写入 assets绑定到 chapters.cover_asset_id。封面不回写进正文 markdown。
"""
import hashlib
import uuid
from datetime import datetime, timedelta, timezone
from celery import shared_task
from PIL import Image
from sqlalchemy import and_, func, or_, select, update
from sqlalchemy.orm import joinedload
from app.core.db import get_sync_db
from app.core.dependencies import get_image_generator
from app.core.logging import get_logger
from app.core.redis_lock import acquire_redis_lock, release_redis_lock
from app.features.asset.models import Asset
from app.features.memoir.chapter_cover import (
aggregate_cover_prompt_from_stories,
)
from app.features.memoir.cover_eligibility import (
chapter_eligible_for_cover_by_inline_body_image_count,
chapter_has_story_links,
)
from app.features.memoir.memoir_images.storage import TencentCosStorageService
from app.features.memoir.models import Chapter, ChapterCoverIntent, ChapterStoryLink
from app.ports.image_gen import TaskStatus
logger = get_logger(__name__)
CHAPTER_COVER_LOCK_TTL_SECONDS = 1800
CHAPTER_COVER_CLAIM_TTL_SECONDS = 1800
def _build_cover_cos_key(user_id: str, chapter_id: str, prompt: str) -> str:
short_hash = hashlib.sha1(prompt.encode("utf-8")).hexdigest()[:10]
return f"chapters/{user_id}/{chapter_id}/cover-{short_hash}.png"
def _normalize_image_bytes(image_bytes: bytes) -> bytes:
from io import BytesIO
with Image.open(BytesIO(image_bytes)) as image:
output = BytesIO()
if image.mode in {"RGBA", "LA"}:
normalized = image
elif image.mode == "P":
normalized = image.convert("RGBA")
else:
normalized = image.convert("RGB")
normalized.save(output, format="PNG")
return output.getvalue()
def _build_cover_prompt(prompt_brief: str) -> str:
"""从 intent.prompt_brief 构建出图 prompt。"""
from app.agents.memoir.prompts import IMAGE_PLACEHOLDER_TEMPLATE
base = IMAGE_PLACEHOLDER_TEMPLATE
if prompt_brief and prompt_brief.strip():
return f"{base}{prompt_brief.strip()}"
return f"{base}。章节封面"
def _chapter_cover_claimable_clause(now: datetime):
cutoff = now - timedelta(seconds=CHAPTER_COVER_CLAIM_TTL_SECONDS)
return or_(
ChapterCoverIntent.status.in_(["pending", "failed"]),
and_(
ChapterCoverIntent.status == "processing",
or_(
ChapterCoverIntent.claimed_at.is_(None),
ChapterCoverIntent.claimed_at < cutoff,
),
),
)
def _build_chapter_cover_brief(chapter: Chapter) -> str:
stories = []
for link in sorted(
chapter.story_links, key=lambda link_row: link_row.order_index or 0
):
story = getattr(link, "story", None)
if story:
stories.append(story)
return aggregate_cover_prompt_from_stories(
stories,
chapter_title=chapter.title or "",
chapter_category=chapter.category or "",
)
def _claim_chapter_cover_intent_sync(db, chapter: Chapter, claim_token: str):
now = datetime.now(timezone.utc)
claimable = _chapter_cover_claimable_clause(now)
candidate_id = db.execute(
select(ChapterCoverIntent.id)
.where(ChapterCoverIntent.chapter_id == chapter.id)
.where(claimable)
.order_by(
ChapterCoverIntent.updated_at.desc(), ChapterCoverIntent.created_at.desc()
)
.limit(1)
).scalar_one_or_none()
if candidate_id:
claimed = db.execute(
update(ChapterCoverIntent)
.where(ChapterCoverIntent.id == candidate_id)
.where(_chapter_cover_claimable_clause(now))
.values(
status="processing",
claim_token=claim_token,
claimed_at=now,
updated_at=now,
error=None,
attempt_count=func.coalesce(ChapterCoverIntent.attempt_count, 0) + 1,
)
)
if (claimed.rowcount or 0) != 1:
db.rollback()
return None
intent = db.get(ChapterCoverIntent, candidate_id)
db.commit()
return intent
cutoff = now - timedelta(seconds=CHAPTER_COVER_CLAIM_TTL_SECONDS)
fresh_processing = db.execute(
select(ChapterCoverIntent.id)
.where(ChapterCoverIntent.chapter_id == chapter.id)
.where(ChapterCoverIntent.status == "processing")
.where(ChapterCoverIntent.claimed_at.is_not(None))
.where(ChapterCoverIntent.claimed_at >= cutoff)
.limit(1)
).scalar_one_or_none()
if fresh_processing:
return None
intent = ChapterCoverIntent(
id=str(uuid.uuid4()),
chapter_id=chapter.id,
prompt_brief=_build_chapter_cover_brief(chapter),
status="processing",
claim_token=claim_token,
claimed_at=now,
attempt_count=1,
)
db.add(intent)
db.flush()
db.commit()
return intent
@shared_task(bind=True, max_retries=3, default_retry_delay=30)
def generate_chapter_cover(self, chapter_id: str):
"""
为 chapter 生成封面。
从 chapter_cover_intents 原子认领 intent或创建新 intent 后生成,
写入 assets 并绑定到 chapters.cover_asset_id。
"""
lock_key = f"lock:chapter-images:{chapter_id}"
lock_handle = acquire_redis_lock(
lock_key, ttl_seconds=CHAPTER_COVER_LOCK_TTL_SECONDS
)
if lock_handle is None:
logger.debug("generate_chapter_cover: chapter=%s, reason=locked", chapter_id)
return {"status": "locked"}
claim_token = uuid.uuid4().hex
intent = None
try:
with get_sync_db() as db:
stmt = (
select(Chapter)
.where(Chapter.id == chapter_id)
.options(
joinedload(Chapter.story_links).joinedload(ChapterStoryLink.story),
)
)
chapter = db.execute(stmt).unique().scalar_one_or_none()
if not chapter:
logger.debug(
"generate_chapter_cover: chapter=%s, reason=not_found", chapter_id
)
return {"status": "no_chapter"}
if not chapter_eligible_for_cover_by_inline_body_image_count(chapter):
logger.debug(
"generate_chapter_cover: chapter=%s, reason=insufficient_inline_body_images",
chapter_id,
)
return {"status": "insufficient_inline_body_images"}
if not chapter_has_story_links(chapter):
logger.debug(
"generate_chapter_cover: chapter=%s, reason=no_story_links",
chapter_id,
)
return {"status": "no_story_links"}
if getattr(chapter, "cover_asset_id", None):
logger.debug(
"generate_chapter_cover: chapter=%s, reason=has_cover_asset",
chapter_id,
)
return {"status": "already_has_asset"}
intent = _claim_chapter_cover_intent_sync(db, chapter, claim_token)
if not intent:
logger.debug(
"generate_chapter_cover: chapter=%s, reason=no_claimable_intent",
chapter_id,
)
return {"status": "no_intent"}
try:
image_generator = get_image_generator()
storage = TencentCosStorageService.from_env()
from app.features.memoir.memoir_images.settings import MemoirImageSettings
settings = MemoirImageSettings.from_env()
prompt_final = _build_cover_prompt(intent.prompt_brief or "")
result = image_generator.generate(
prompt_final,
settings.default_size,
settings.default_style,
)
if result.status != TaskStatus.COMPLETED or not result.image_url:
raise RuntimeError(result.error or "Image generation failed")
image_bytes = _normalize_image_bytes(
image_generator.download_image(result.image_url)
)
cos_key = _build_cover_cos_key(chapter.user_id, chapter_id, prompt_final)
url = storage.upload_bytes(image_bytes, cos_key, "image/png")
asset_id = str(uuid.uuid4())
with get_sync_db() as db:
intent_db = db.get(ChapterCoverIntent, intent.id)
if (
not intent_db
or (intent_db.status or "").strip() != "processing"
or (intent_db.claim_token or "").strip() != claim_token
):
logger.debug(
"generate_chapter_cover: skip persist intent=%s status=%s claim=%s",
intent.id,
getattr(intent_db, "status", None),
getattr(intent_db, "claim_token", None),
)
return {"status": "superseded_or_cancelled"}
asset = Asset(
id=asset_id,
asset_type="chapter_cover",
storage_key=cos_key,
url=url,
provider=settings.provider,
style_profile=settings.default_style,
prompt_final=prompt_final,
status="completed",
)
db.add(asset)
db.flush()
intent_db.asset_id = asset_id
intent_db.status = "completed"
intent_db.claim_token = None
intent_db.claimed_at = None
intent_db.error = None
intent_db.updated_at = datetime.now(timezone.utc)
chapter_db = db.get(Chapter, chapter_id)
chapter_db.cover_asset_id = asset_id
db.commit()
logger.info(
"generate_chapter_cover: chapter=%s, asset=%s",
chapter_id,
asset_id,
)
logger.debug(
"generate_chapter_cover: chapter=%s asset=%s url=%s cos_key=%s prompt_final=%s",
chapter_id,
asset_id,
url,
cos_key,
prompt_final,
)
return {"status": "success", "asset_id": asset_id}
except Exception as exc:
if intent is not None:
with get_sync_db() as db:
intent_db = db.get(ChapterCoverIntent, intent.id)
if (
intent_db
and (intent_db.claim_token or "").strip() == claim_token
):
intent_db.status = "failed"
intent_db.claim_token = None
intent_db.claimed_at = None
intent_db.error = str(exc)
intent_db.updated_at = datetime.now(timezone.utc)
db.commit()
logger.warning(
"generate_chapter_cover failed: chapter=%s, error=%s", chapter_id, exc
)
raise self.retry(exc=exc) from exc
finally:
release_redis_lock(lock_handle)