Files
deepdata/runtime/deepdata-python/app/module/cleaning/service/cleaning_task_scheduler.py
T
沃巴蒂 ff22ed3a8b feat(deepdata): 引入修改密码、文件预览组件与清洗算子增强,deepflow 改名为 deep-flow
本次同步 09-12 至 09-28 的代码变更,主要内容:

新增功能
- 修改密码:后端新增 ChangePasswordRequest DTO 与UserController/UserService
  对应接口,前端新增 ChangePasswordDialog 并在 Header 接入入口
- 文件预览组件重构:file-preview 目录拆分出 VideoPreview(支持 blobUrl 直传)、
  ImagePreview、AudioPreview,index.tsx 统一调度各类型预览器
- 新增 my_ops 算子模块:markitdown_parser、mineru_pdf_parser、text_quality_evaluator
- 新增 tools/minio-file-server MinIO 文件服务

功能增强
- 数据清洗:cleaning_task_service/scheduler/routes 重构,
  data_juicer_executor 与 wrapper 增强,OperatorTable/LogsTable/TaskDetail 同步调整
- 数据标注:annotation sync.py、project.py 接口与schema 更新
- 数据采集、算子市场、首页与菜单路由相关页面调整
- DataJuicer 算子接入(useOperatorOperations、dj_ops_schema)

结构调整
- deepflow/ 更名为 deep-flow/(419 个文件重命名)
- 新增 helm 部署编排、GitHub Actions 之外的自建镜像构建脚本

未纳入本次提交
- scripts-backup/、runtime/python-executor-backup/、components_backup/(备份目录)
- *.backup*、__pycache__ 产物
- zh_core_web_sm-3.8.0-py3-none-any.whl(46MB 构建产物)
- DataX/(内嵌独立仓库,远程亦未收录其源码)
2026-10-03 22:44:56 +08:00

184 lines
8.6 KiB
Python

import asyncio
from sqlalchemy.ext.asyncio import AsyncSession
from app.core.logging import get_logger
from app.module.cleaning.repository import CleaningTaskRepository
from app.module.cleaning.runtime_client import RuntimeClient
logger = get_logger(__name__)
# 模块级单例
_scheduler: "CleaningTaskScheduler | None" = None
def get_scheduler() -> "CleaningTaskScheduler":
global _scheduler
if _scheduler is None:
_scheduler = CleaningTaskScheduler(
CleaningTaskRepository(None),
RuntimeClient()
)
return _scheduler
class CleaningTaskScheduler:
def __init__(self, task_repo: CleaningTaskRepository, runtime_client: RuntimeClient):
self.task_repo = task_repo
self.runtime_client = runtime_client
self._polling_task_ids: set[str] = set()
self._polling_started: bool = False
self._poll_failure_count: dict[str, int] = {}
self._not_found_counts: dict[str, int] = {} # 🔴 新增:记录 NOT_FOUND 次数
self._MAX_POLL_FAILURES = 1
async def execute_task(self, db: AsyncSession, task_id: str, retry_count: int) -> bool:
from app.module.cleaning.schema import CleaningTaskDto, CleaningTaskStatus
from datetime import datetime
logger.info(f"🚀 [Scheduler] 任务 {task_id} 开始执行...")
task = CleaningTaskDto()
task.id = task_id
task.status = CleaningTaskStatus.RUNNING
task.started_at = datetime.now()
task.retry_count = retry_count
submitted = await self.runtime_client.submit_task(task_id, retry_count)
if submitted:
await self.task_repo.update_task(db, task)
self._polling_task_ids.add(task_id)
return submitted
task.status = CleaningTaskStatus.FAILED
task.finished_at = datetime.now()
await self.task_repo.update_task(db, task)
return submitted
async def stop_task(self, db: AsyncSession, task_id: str) -> bool:
from app.module.cleaning.schema import CleaningTaskDto, CleaningTaskStatus
self._polling_task_ids.discard(task_id)
self._poll_failure_count.pop(task_id, None)
self._not_found_counts.pop(task_id, None) # 🔴 清理计数器
await self.runtime_client.stop_task(task_id)
task = CleaningTaskDto()
task.id = task_id
task.status = CleaningTaskStatus.STOPPED
await self.task_repo.update_task(db, task)
return True
async def startup(self):
from app.module.cleaning.schema import CleaningTaskStatus
from app.db.session import AsyncSessionLocal
try:
async with AsyncSessionLocal() as db:
tasks = await self.task_repo.find_tasks(db, status=CleaningTaskStatus.RUNNING)
for task in tasks:
logger.info(f"[Polling] Recovered RUNNING task: {task.id}")
self._polling_task_ids.add(task.id)
except Exception as e:
logger.error(f"[Polling] Failed to recover tasks: {e}")
if not self._polling_started:
self._polling_started = True
asyncio.create_task(self._poll_all_tasks())
async def _poll_all_tasks(self):
from app.module.cleaning.schema import CleaningTaskDto, CleaningTaskStatus
from app.db.session import AsyncSessionLocal
from datetime import datetime
logger.info("[Polling] Global polling loop started")
terminal_statuses = {"completed", "failed", "cancelled", "stopped"}
while True:
task_ids = list(self._polling_task_ids)
if not task_ids:
await asyncio.sleep(2)
continue
for task_id in task_ids:
try:
status_data = await self.runtime_client.get_task_status(task_id)
if status_data is None:
count = self._poll_failure_count.get(task_id, 0) + 1
self._poll_failure_count[task_id] = count
if count >= self._MAX_POLL_FAILURES:
logger.error(f"[Polling] Task {task_id} FAILED (runtime unreachable)")
async with AsyncSessionLocal() as db:
t = CleaningTaskDto()
t.id = task_id
t.status = CleaningTaskStatus.FAILED
t.finished_at = datetime.now()
await self.task_repo.update_task(db, t)
await db.commit()
self._polling_task_ids.discard(task_id)
self._poll_failure_count.pop(task_id, None)
continue
self._poll_failure_count.pop(task_id, None)
current_status = (status_data.get("status", "") or "").lower()
# 🔴 核心修复:处理 NOT_FOUND
if current_status == 'not_found':
cnt = self._not_found_counts.get(task_id, 0) + 1
self._not_found_counts[task_id] = cnt
# 阶段 1:启动容忍期 (10秒内认为是在初始化)
if cnt <= 5:
continue # 继续轮询,不报错
# 阶段 2:检查数据库状态 (判断是真丢失还是已完成)
try:
async with AsyncSessionLocal() as check_db:
db_task = await self.task_repo.find_task_by_id(check_db, task_id)
db_status = db_task.status if db_task else "UNKNOWN"
# ✅ 成功收尾:如果数据库已经是终态,说明任务其实跑完了
# 此时 Runtime 清理了内存状态返回 NOT_FOUND,我们应停止轮询
if db_status in ["COMPLETED", "FAILED", "STOPPED"]:
logger.info(f"[Scheduler] 任务 {task_id} 已结束 (DB: {db_status}),停止轮询。")
self._polling_task_ids.discard(task_id)
self._not_found_counts.pop(task_id, None)
continue
# ✅ 失败收尾:DB 还是 RUNNING,但 Runtime 彻底找不到它了 (>60秒)
if cnt > 30:
logger.error(f"[Scheduler] 任务 {task_id} 在 Runtime 丢失,标记 FAILED。")
t = CleaningTaskDto()
t.id = task_id
t.status = CleaningTaskStatus.FAILED
t.finished_at = datetime.now()
await self.task_repo.update_task(check_db, t)
await check_db.commit()
self._polling_task_ids.discard(task_id)
self._not_found_counts.pop(task_id, None)
except Exception:
pass
continue # 继续等待
# 如果找到了,重置计数器
self._not_found_counts.pop(task_id, None)
# ==========================================
if current_status in terminal_statuses:
logger.info(f"[Scheduler] 任务 {task_id} 结束: {current_status}")
async with AsyncSessionLocal() as db:
t = CleaningTaskDto()
t.id = task_id
t.status = CleaningTaskStatus.COMPLETED if current_status == "completed" else CleaningTaskStatus.FAILED
t.finished_at = datetime.now()
await self.task_repo.update_task(db, t)
await db.commit()
self._polling_task_ids.discard(task_id)
self._poll_failure_count.pop(task_id, None)
except Exception as e:
logger.error(f"[Polling] Error polling task {task_id}: {e}")
await asyncio.sleep(2)