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beige/backend/app/services/task_service.py
yangqianqian 7f419f4c8b 存量积累:生图素人感约束+评图分+幂等防重跑+审核回路
- 015-017迁移:image_candidate 文案复审/AI视觉分/重生标记
- constants C7素人感约束(反电商摆拍对齐真实笔记)+C3叠字口子
- celery visibility_timeout=2h 防长任务被误判重投重复烧钱(task75教训)
- image_scorer 评图分(只筛选+展示,真实信号才进飞轮权重)
- storyboard/image_gen/pipeline_io 生图存量
- task_actions/tasks/task_service/flywheel 审核回路+飞轮存量

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-18 11:16:42 +08:00

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"""
app/services/task_service.py — 任务创建 service
校验有无 key → 建 GenerationTask → 只推 task_id 入队,绝不传 key基石B
"""
import logging
from sqlalchemy.orm import Session
from app.core.response import raise_business
from app.middleware.workspace_guard import CurrentUser
from app.models.task import GenerationTask
from app.models.workspace import UserApiKey
logger = logging.getLogger(__name__)
def _check_user_has_key(db: Session, user_id: int, workspace_id: int) -> None:
"""校验用户在此 workspace 是否有可用 API Keyopenai/apiports均可没有则引导去配置。"""
key = (
db.query(UserApiKey)
.filter(
UserApiKey.user_id == user_id,
UserApiKey.workspace_id == workspace_id,
UserApiKey.provider.in_(["openai", "apiports"]), # G6坑修复接受主备通道名
)
.first()
)
if not key:
raise_business("尚未配置 API Key请先在设置中录入")
def create_generation_task(
db: Session,
current_user: CurrentUser,
body, # CreateTaskRequest
) -> GenerationTask:
"""
建 GenerationTask 并推 Celery 队列。
只传 task_id绝不传 key基石B
"""
if body.track == "ai":
# 轨A先检查有没有 key
_check_user_has_key(db, current_user.user_id, current_user.workspace_id)
# 禁降级铁律:本次产品入镜(need_product_image=True)时,产品必须已上传参考图,
# 否则拒绝建任务(不允许降级纯文生图,防产品包装跑偏/过抽检失败)。
need_img = getattr(body, "need_product_image", True)
if need_img:
from app.models.product import Product
product = db.query(Product).filter(
Product.id == body.product_id,
Product.workspace_id == current_user.workspace_id,
).first()
if not product:
raise_business("产品不存在")
if not (product.image_path or "").strip():
raise_business("该产品未上传参考图,无法生成产品入镜内容;请先到产品库上传产品图,或关闭「产品入镜」开关")
task = GenerationTask(
workspace_id=current_user.workspace_id,
product_id=body.product_id,
operator_id=current_user.user_id,
theme=body.theme,
text_count=body.text_count,
image_count=body.image_count,
track=body.track,
need_product_image=need_img,
status="pending",
)
db.add(task)
db.commit()
db.refresh(task)
logger.info("GenerationTask created: id=%s ws=%s", task.id, current_user.workspace_id)
if body.track == "ai":
enqueue_generation(task.id)
return task
def enqueue_generation(task_id: int, regen_strategy: str | None = None,
regen_role: str | None = None, custom_prompt: str | None = None) -> None:
"""只推 task_id+可选重生参数)入队,绝不推 key基石B
regen_strategy/regen_role/custom_prompt 仅 R2 单张/单套重生时传,常规生成留 None。"""
from app.workers.tasks import run_generation_pipeline
run_generation_pipeline.delay(task_id, regen_strategy=regen_strategy,
regen_role=regen_role, custom_prompt=custom_prompt)
logger.info("Enqueued task_id=%s regen=%s/%s", task_id, regen_strategy, regen_role)