# -*- coding: utf-8 -*- # Copyright (c) Alibaba, Inc. and its affiliates. import mimetypes import os from datetime import datetime from http import HTTPStatus from time import mktime from urllib.parse import unquote_plus, urlparse from wsgiref.handlers import format_date_time import requests from dashscope.api_entities.dashscope_response import DashScopeAPIResponse from dashscope.client.base_api import GetMixin from dashscope.common.constants import FILE_PATH_SCHEMA from dashscope.common.error import InvalidInput, UploadFileException from dashscope.common.logging import logger from dashscope.common.utils import get_user_agent class OssUtils(GetMixin): SUB_PATH = "uploads" @classmethod def _decode_response_error(cls, response: requests.Response): if "application/json" in response.headers.get("content-type", ""): message = response.json() else: message = response.content.decode("utf-8") return message @classmethod def upload( cls, model: str, file_path: str, api_key: str = None, upload_certificate: dict = None, **kwargs, ): """Upload file for model fine-tune or other tasks. Args: file_path (str): The local file name to upload. purpose (str): The purpose of the file[fine-tune|inference] description (str, optional): The file description message. api_key (str, optional): The api key. Defaults to None. upload_certificate (dict, optional): Reusable upload certificate. Defaults to None. Returns: tuple: (file_url, upload_certificate) where file_url is the OSS URL and upload_certificate is the certificate used """ if upload_certificate is None: upload_info = cls.get_upload_certificate( model=model, api_key=api_key, **kwargs, ) if upload_info.status_code != HTTPStatus.OK: raise UploadFileException( f"Get upload certificate failed, code: " f"{upload_info.code}, message: {upload_info.message}", ) upload_info = upload_info.output else: upload_info = upload_certificate headers = {} headers = {"user-agent": get_user_agent()} headers["Accept"] = "application/json" headers["Date"] = format_date_time(mktime(datetime.now().timetuple())) form_data = {} form_data["OSSAccessKeyId"] = upload_info["oss_access_key_id"] form_data["Signature"] = upload_info["signature"] form_data["policy"] = upload_info["policy"] form_data["key"] = ( upload_info["upload_dir"] + "/" + os.path.basename(file_path) ) form_data["x-oss-object-acl"] = upload_info["x_oss_object_acl"] form_data["x-oss-forbid-overwrite"] = upload_info[ "x_oss_forbid_overwrite" ] form_data["success_action_status"] = "200" form_data["x-oss-content-type"] = mimetypes.guess_type(file_path)[0] url = upload_info["upload_host"] # pylint: disable=consider-using-with files = {"file": open(file_path, "rb")} with requests.Session() as session: response = session.post( url, files=files, data=form_data, headers=headers, timeout=3600, ) if response.status_code == HTTPStatus.OK: return "oss://" + form_data["key"], upload_info else: msg = ( f"Uploading file: {file_path} to oss failed, " f"error: {cls._decode_response_error(response=response)}" ) logger.error(msg) raise UploadFileException(msg) @classmethod def get_upload_certificate( cls, model: str, api_key: str = None, **kwargs, ) -> DashScopeAPIResponse: """Get a oss upload certificate. Args: api_key (str, optional): The api key. Defaults to None. Returns: DashScopeAPIResponse: The job info """ params = {"action": "getPolicy"} params["model"] = model # type: ignore return super().get(None, api_key, params=params, **kwargs) # type: ignore[return-value] # pylint: disable=line-too-long # noqa: E501 def upload_file( model: str, upload_path: str, api_key: str, upload_certificate: dict = None, ): if upload_path.startswith(FILE_PATH_SCHEMA): parse_result = urlparse(upload_path) if parse_result.netloc: file_path = parse_result.netloc + unquote_plus(parse_result.path) else: file_path = unquote_plus(parse_result.path) if os.path.exists(file_path): file_url, _ = OssUtils.upload( model=model, file_path=file_path, api_key=api_key, upload_certificate=upload_certificate, ) if file_url is None: raise UploadFileException( f"Uploading file: {upload_path} failed", ) return file_url else: raise InvalidInput(f"The file: {file_path} is not exists!") return None def check_and_upload_local( model: str, content: str, api_key: str, upload_certificate: dict = None, ): """Check the content is local file path, upload and return the url Args: model (str): Which model to upload. content (str): The content. api_key (_type_): The api key. upload_certificate (dict, optional): Reusable upload certificate. Defaults to None. Raises: UploadFileException: Upload failed. InvalidInput: The input is invalid Returns: tuple: (is_upload, file_url_or_content, upload_certificate) where is_upload indicates if file was uploaded, file_url_or_content is the result URL or original content, and upload_certificate is the certificate (newly obtained or passed in) """ if content.startswith(FILE_PATH_SCHEMA): parse_result = urlparse(content) if parse_result.netloc: file_path = parse_result.netloc + unquote_plus(parse_result.path) else: file_path = unquote_plus(parse_result.path) if os.path.isfile(file_path): file_url, cert = OssUtils.upload( model=model, file_path=file_path, api_key=api_key, upload_certificate=upload_certificate, ) if file_url is None: raise UploadFileException( f"Uploading file: {content} failed", ) return True, file_url, cert elif content.startswith("oss://"): return True, content, upload_certificate elif not content.startswith("http"): content = os.path.expanduser(content) if os.path.isfile(content): file_url, cert = OssUtils.upload( model=model, file_path=content, api_key=api_key, upload_certificate=upload_certificate, ) if file_url is None: raise UploadFileException( f"Uploading file: {content} failed", ) return True, file_url, cert return False, content, upload_certificate def check_and_upload( model, elem: dict, api_key, upload_certificate: dict = None, ): """Check and upload files in element. Args: model: Model name elem: Element dict containing file references api_key: API key upload_certificate: Optional upload certificate to reuse Returns: tuple: (has_upload, upload_certificate) where has_upload is bool indicating if any file was uploaded, and upload_certificate is the certificate (newly obtained or passed in) """ has_upload = False obtained_certificate = upload_certificate for key, content in elem.items(): # support video:[images] for qwen2-vl is_list = isinstance(content, list) contents = content if is_list else [content] if key in ["image", "video", "audio", "text"]: for i, content in enumerate(contents): ( is_upload, file_url, obtained_certificate, ) = check_and_upload_local( model, content, api_key, obtained_certificate, ) if is_upload: contents[i] = file_url has_upload = True elem[key] = contents if is_list else contents[0] return has_upload, obtained_certificate def preprocess_message_element( model: str, elem: dict, api_key: str, upload_certificate: dict = None, ): """Preprocess message element and upload files if needed. Args: model: Model name elem: Element dict containing file references api_key: API key upload_certificate: Optional upload certificate to reuse Returns: tuple: (is_upload, upload_certificate) where is_upload is bool indicating if any file was uploaded, and upload_certificate is the certificate (newly obtained or passed in) """ is_upload, cert = check_and_upload( model, elem, api_key, upload_certificate, ) return is_upload, cert