You've already forked DataMate
* 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
158 lines
5.0 KiB
Python
158 lines
5.0 KiB
Python
import math
|
|
import uuid
|
|
from typing import Optional
|
|
|
|
from fastapi import APIRouter, Depends, HTTPException, Query
|
|
from sqlalchemy import select, func
|
|
from sqlalchemy.ext.asyncio import AsyncSession
|
|
|
|
from app.core.logging import get_logger
|
|
from app.db.models.data_collection import CollectionTask, TaskExecution, CollectionTemplate
|
|
from app.db.session import get_db
|
|
from app.module.collection.client.datax_client import DataxClient
|
|
from app.module.collection.schema.collection import CollectionTaskBase, CollectionTaskCreate, converter_to_response, \
|
|
convert_for_create
|
|
from app.module.collection.service.collection import CollectionTaskService
|
|
from app.module.shared.schema import StandardResponse, PaginatedData
|
|
|
|
router = APIRouter(
|
|
prefix="/tasks",
|
|
tags=["data-collection/tasks"],
|
|
)
|
|
logger = get_logger(__name__)
|
|
|
|
|
|
@router.post("", response_model=StandardResponse[CollectionTaskBase])
|
|
async def create_task(
|
|
request: CollectionTaskCreate,
|
|
db: AsyncSession = Depends(get_db)
|
|
):
|
|
"""创建归集任务"""
|
|
try:
|
|
template = await db.execute(select(CollectionTemplate).where(CollectionTemplate.id == request.template_id))
|
|
template = template.scalar_one_or_none()
|
|
if not template:
|
|
raise HTTPException(status_code=400, detail="Template not found")
|
|
|
|
task_id = str(uuid.uuid4())
|
|
DataxClient.generate_datx_config(request.config, template, f"/dataset/local/{task_id}")
|
|
task = convert_for_create(request, task_id)
|
|
task.template_name = template.name
|
|
|
|
task_service = CollectionTaskService(db)
|
|
task = await task_service.create_task(task)
|
|
|
|
task = await db.execute(select(CollectionTask).where(CollectionTask.id == task.id))
|
|
task = task.scalar_one_or_none()
|
|
await db.commit()
|
|
|
|
return StandardResponse(
|
|
code=200,
|
|
message="Success",
|
|
data=converter_to_response(task)
|
|
)
|
|
except HTTPException:
|
|
await db.rollback()
|
|
raise
|
|
except Exception as e:
|
|
await db.rollback()
|
|
logger.error(f"Failed to create collection task: {str(e)}", e)
|
|
raise HTTPException(status_code=500, detail="Internal server error")
|
|
|
|
|
|
@router.get("", response_model=StandardResponse[PaginatedData[CollectionTaskBase]])
|
|
async def list_tasks(
|
|
page: int = 1,
|
|
size: int = 20,
|
|
name: Optional[str] = Query(None, description="任务名称模糊查询"),
|
|
db: AsyncSession = Depends(get_db)
|
|
):
|
|
"""分页查询归集任务"""
|
|
try:
|
|
# 构建查询条件
|
|
page = page if page > 0 else 1
|
|
size = size if size > 0 else 20
|
|
query = select(CollectionTask)
|
|
|
|
if name:
|
|
query = query.where(CollectionTask.name.ilike(f"%{name}%"))
|
|
|
|
# 获取总数
|
|
count_query = select(func.count()).select_from(query.subquery())
|
|
total = (await db.execute(count_query)).scalar_one()
|
|
|
|
# 分页查询
|
|
offset = (page - 1) * size
|
|
tasks = (await db.execute(
|
|
query.order_by(CollectionTask.created_at.desc())
|
|
.offset(offset)
|
|
.limit(size)
|
|
)).scalars().all()
|
|
|
|
# 转换为响应模型
|
|
items = [converter_to_response(task) for task in tasks]
|
|
total_pages = math.ceil(total / size) if total > 0 else 0
|
|
|
|
return StandardResponse(
|
|
code=200,
|
|
message="Success",
|
|
data=PaginatedData(
|
|
content=items,
|
|
total_elements=total,
|
|
total_pages=total_pages,
|
|
page=page,
|
|
size=size,
|
|
)
|
|
)
|
|
|
|
except Exception as e:
|
|
logger.error(f"Failed to list evaluation tasks: {str(e)}", e)
|
|
raise HTTPException(status_code=500, detail="Internal server error")
|
|
|
|
|
|
@router.delete("", response_model=StandardResponse[str], status_code=200)
|
|
async def delete_collection_tasks(
|
|
ids: list[str] = Query(..., description="要删除的任务ID列表"),
|
|
db: AsyncSession = Depends(get_db),
|
|
):
|
|
"""
|
|
删除归集任务
|
|
|
|
Args:
|
|
ids: 任务ID
|
|
db: 数据库会话
|
|
|
|
Returns:
|
|
StandardResponse[str]: 删除结果
|
|
"""
|
|
try:
|
|
# 检查任务是否存在
|
|
task_id = ids[0]
|
|
task = await db.get(CollectionTask, task_id)
|
|
if not task:
|
|
raise HTTPException(status_code=404, detail="Collection task not found")
|
|
|
|
# 删除任务执行记录
|
|
await db.execute(
|
|
TaskExecution.__table__.delete()
|
|
.where(TaskExecution.task_id == task_id)
|
|
)
|
|
|
|
# 删除任务
|
|
await db.delete(task)
|
|
await db.commit()
|
|
|
|
return StandardResponse(
|
|
code=200,
|
|
message="Collection task deleted successfully",
|
|
data="success"
|
|
)
|
|
|
|
except HTTPException:
|
|
await db.rollback()
|
|
raise
|
|
except Exception as e:
|
|
await db.rollback()
|
|
logger.error(f"Failed to delete collection task: {str(e)}")
|
|
raise HTTPException(status_code=500, detail="Internal server error")
|