Files
DataMate/runtime/label-studio-adapter/app/clients/dm_client.py

138 lines
5.7 KiB
Python

import httpx
from typing import Optional
from app.core.config import settings
from app.core.logging import get_logger
from app.schemas.dm_service import DatasetResponse, PagedDatasetFileResponse
logger = get_logger(__name__)
class DMServiceClient:
"""数据管理服务客户端"""
def __init__(self, base_url: str|None = None, timeout: float = 30.0):
self.base_url = base_url or settings.dm_service_base_url
self.timeout = timeout
self.client = httpx.AsyncClient(
base_url=self.base_url,
timeout=self.timeout
)
logger.info(f"Initialize DM service client, base url: {self.base_url}")
@staticmethod
def _unwrap_payload(data):
"""Unwrap common envelope shapes like {'code': ..., 'message': ..., 'data': {...}}."""
if isinstance(data, dict) and 'data' in data and isinstance(data['data'], (dict, list)):
return data['data']
return data
@staticmethod
def _is_error_payload(data) -> bool:
"""Detect error-shaped payloads returned with HTTP 200."""
if not isinstance(data, dict):
return False
# Common patterns: {error, message, ...} or {code, message, ...} without data
if 'error' in data and 'message' in data:
return True
if 'code' in data and 'message' in data and 'data' not in data:
return True
return False
@staticmethod
def _keys(d):
return list(d.keys()) if isinstance(d, dict) else []
async def get_dataset(self, dataset_id: str) -> Optional[DatasetResponse]:
"""获取数据集详情"""
try:
logger.info(f"Getting dataset detail: {dataset_id} ...")
response = await self.client.get(f"/data-management/datasets/{dataset_id}")
response.raise_for_status()
raw = response.json()
data = self._unwrap_payload(raw)
if self._is_error_payload(data):
logger.error(f"DM service returned error for dataset {dataset_id}: {data}")
return None
if not isinstance(data, dict):
logger.error(f"Unexpected dataset payload type for {dataset_id}: {type(data).__name__}")
return None
required = ["id", "name", "description", "datasetType", "status", "fileCount", "totalSize"]
if not all(k in data for k in required):
logger.error(f"Dataset payload missing required fields for {dataset_id}. Keys: {self._keys(data)}")
return None
return DatasetResponse(**data)
except httpx.HTTPError as e:
logger.error(f"Failed to get dataset {dataset_id}: {e}")
return None
except Exception as e:
logger.error(f"[Unexpected] [GET] dataset {dataset_id}: \n{e}\nRaw JSON received: \n{raw}")
return None
async def get_dataset_files(
self,
dataset_id: str,
page: int = 0,
size: int = 100,
file_type: Optional[str] = None,
status: Optional[str] = None
) -> Optional[PagedDatasetFileResponse]:
"""获取数据集文件列表"""
try:
logger.info(f"Get dataset files: dataset={dataset_id}, page={page}, size={size}")
params: dict = {"page": page, "size": size}
if file_type:
params["fileType"] = file_type
if status:
params["status"] = status
response = await self.client.get(
f"/data-management/datasets/{dataset_id}/files",
params=params
)
response.raise_for_status()
raw = response.json()
data = self._unwrap_payload(raw)
if self._is_error_payload(data):
logger.error(f"DM service returned error for dataset files {dataset_id}: {data}")
return None
if not isinstance(data, dict):
logger.error(f"Unexpected dataset files payload type for {dataset_id}: {type(data).__name__}")
return None
required = ["content", "totalElements", "totalPages", "page", "size"]
if not all(k in data for k in required):
logger.error(f"Files payload missing required fields for {dataset_id}. Keys: {self._keys(data)}")
return None
return PagedDatasetFileResponse(**data)
except httpx.HTTPError as e:
logger.error(f"Failed to get dataset files for {dataset_id}: {e}")
return None
except Exception as e:
logger.error(f"[Unexpected] [GET] dataset files {dataset_id}: \n{e}\nRaw JSON received: \n{raw}")
return None
async def download_file(self, dataset_id: str, file_id: str) -> Optional[bytes]:
"""下载文件内容"""
try:
logger.info(f"Download file: dataset={dataset_id}, file={file_id}")
response = await self.client.get(
f"/data-management/datasets/{dataset_id}/files/{file_id}/download"
)
response.raise_for_status()
return response.content
except httpx.HTTPError as e:
logger.error(f"Failed to download file {file_id}: {e}")
return None
except Exception as e:
logger.error(f"Unexpected error while downloading file {file_id}: {e}")
return None
async def get_file_download_url(self, dataset_id: str, file_id: str) -> str:
"""获取文件下载URL"""
return f"{self.base_url}/data-management/datasets/{dataset_id}/files/{file_id}/download"
async def close(self):
"""关闭客户端连接"""
await self.client.aclose()
logger.info("DM service client connection closed")