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refactor: modify data collection to python implementation (#214)
* feature: LabelStudio jumps without login * refactor: modify data collection to python implementation * refactor: modify data collection to python implementation * refactor: modify data collection to python implementation * refactor: modify data collection to python implementation * refactor: modify data collection to python implementation * refactor: modify data collection to python implementation * fix: remove terrabase dependency * feature: add the collection task executions page and the collection template page * fix: fix the collection task creation * fix: fix the collection task creation
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import math
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import uuid
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from typing import Optional
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from fastapi import APIRouter, Depends, HTTPException, Query
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from sqlalchemy import select, func
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from sqlalchemy.ext.asyncio import AsyncSession
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from app.core.logging import get_logger
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from app.db.models.data_collection import CollectionTask, TaskExecution, CollectionTemplate
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from app.db.session import get_db
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from app.module.collection.client.datax_client import DataxClient
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from app.module.collection.schema.collection import CollectionTaskBase, CollectionTaskCreate, converter_to_response, \
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convert_for_create
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from app.module.collection.service.collection import CollectionTaskService
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from app.module.shared.schema import StandardResponse, PaginatedData
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router = APIRouter(
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prefix="/tasks",
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tags=["data-collection/tasks"],
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)
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logger = get_logger(__name__)
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@router.post("", response_model=StandardResponse[CollectionTaskBase])
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async def create_task(
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request: CollectionTaskCreate,
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db: AsyncSession = Depends(get_db)
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):
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"""创建归集任务"""
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try:
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template = await db.execute(select(CollectionTemplate).where(CollectionTemplate.id == request.template_id))
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template = template.scalar_one_or_none()
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if not template:
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raise HTTPException(status_code=400, detail="Template not found")
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task_id = str(uuid.uuid4())
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DataxClient.generate_datx_config(request.config, template, f"/dataset/local/{task_id}")
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task = convert_for_create(request, task_id)
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task.template_name = template.name
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task_service = CollectionTaskService(db)
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task = await task_service.create_task(task)
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task = await db.execute(select(CollectionTask).where(CollectionTask.id == task.id))
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task = task.scalar_one_or_none()
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await db.commit()
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return StandardResponse(
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code=200,
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message="Success",
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data=converter_to_response(task)
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)
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except HTTPException:
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await db.rollback()
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raise
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except Exception as e:
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await db.rollback()
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logger.error(f"Failed to create collection task: {str(e)}", e)
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raise HTTPException(status_code=500, detail="Internal server error")
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@router.get("", response_model=StandardResponse[PaginatedData[CollectionTaskBase]])
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async def list_tasks(
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page: int = 1,
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size: int = 20,
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name: Optional[str] = Query(None, description="任务名称模糊查询"),
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db: AsyncSession = Depends(get_db)
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):
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"""分页查询归集任务"""
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try:
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# 构建查询条件
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page = page if page > 0 else 1
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size = size if size > 0 else 20
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query = select(CollectionTask)
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if name:
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query = query.where(CollectionTask.name.ilike(f"%{name}%"))
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# 获取总数
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count_query = select(func.count()).select_from(query.subquery())
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total = (await db.execute(count_query)).scalar_one()
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# 分页查询
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offset = (page - 1) * size
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tasks = (await db.execute(
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query.order_by(CollectionTask.created_at.desc())
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.offset(offset)
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.limit(size)
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)).scalars().all()
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# 转换为响应模型
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items = [converter_to_response(task) for task in tasks]
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total_pages = math.ceil(total / size) if total > 0 else 0
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return StandardResponse(
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code=200,
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message="Success",
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data=PaginatedData(
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content=items,
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total_elements=total,
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total_pages=total_pages,
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page=page,
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size=size,
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)
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)
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except Exception as e:
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logger.error(f"Failed to list evaluation tasks: {str(e)}", e)
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raise HTTPException(status_code=500, detail="Internal server error")
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@router.delete("", response_model=StandardResponse[str], status_code=200)
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async def delete_collection_tasks(
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ids: list[str] = Query(..., description="要删除的任务ID列表"),
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db: AsyncSession = Depends(get_db),
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):
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"""
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删除归集任务
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Args:
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ids: 任务ID
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db: 数据库会话
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Returns:
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StandardResponse[str]: 删除结果
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"""
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try:
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# 检查任务是否存在
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task_id = ids[0]
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task = await db.get(CollectionTask, task_id)
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if not task:
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raise HTTPException(status_code=404, detail="Collection task not found")
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# 删除任务执行记录
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await db.execute(
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TaskExecution.__table__.delete()
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.where(TaskExecution.task_id == task_id)
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)
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# 删除任务
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await db.delete(task)
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await db.commit()
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return StandardResponse(
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code=200,
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message="Collection task deleted successfully",
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data="success"
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)
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except HTTPException:
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await db.rollback()
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raise
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except Exception as e:
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await db.rollback()
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logger.error(f"Failed to delete collection task: {str(e)}")
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raise HTTPException(status_code=500, detail="Internal server error")
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