218 lines
8.1 KiB
Python
218 lines
8.1 KiB
Python
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# coding: utf-8
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from __future__ import absolute_import
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import importlib
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import warnings
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from huaweicloudsdkcore.client import Client, ClientBuilder
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from huaweicloudsdkcore.utils import http_utils
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from huaweicloudsdkcore.sdk_stream_request import SdkStreamRequest
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try:
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from huaweicloudsdkcore.invoker.invoker import SyncInvoker
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except ImportError as e:
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warnings.warn(str(e) + ", please check if you are using the same versions of 'huaweicloudsdkcore' and 'huaweicloudsdkpangulargemodels'")
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class PanguLargeModelsClient(Client):
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def __init__(self):
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super(PanguLargeModelsClient, self).__init__()
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self.model_package = importlib.import_module("huaweicloudsdkpangulargemodels.v2.model")
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@classmethod
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def new_builder(cls, clazz=None):
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if not clazz:
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client_builder = ClientBuilder(cls)
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else:
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if clazz.__name__ != "PanguLargeModelsClient":
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raise TypeError("client type error, support client type is PanguLargeModelsClient")
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client_builder = ClientBuilder(clazz)
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return client_builder
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def execute_chat_completion(self, request):
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"""对话问答
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基于对话问答功能，用户可以与模型进行自然而流畅的对话和交流。
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Please refer to HUAWEI cloud API Explorer for details.
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:param request: Request instance for ExecuteChatCompletion
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:type request: :class:`huaweicloudsdkpangulargemodels.v2.ExecuteChatCompletionRequest`
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:rtype: :class:`huaweicloudsdkpangulargemodels.v2.ExecuteChatCompletionResponse`
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"""
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http_info = self._execute_chat_completion_http_info(request)
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return self._call_api(**http_info)
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def execute_chat_completion_invoker(self, request):
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http_info = self._execute_chat_completion_http_info(request)
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return SyncInvoker(self, http_info)
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@classmethod
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def _execute_chat_completion_http_info(cls, request):
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http_info = {
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"method": "POST",
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"resource_path": "/v2/{project_id}/pools/{pool_id}/deployments/{deployment_id}/chat/completions",
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"request_type": request.__class__.__name__,
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"response_type": "ExecuteChatCompletionResponse"
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}
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local_var_params = {attr: getattr(request, attr) for attr in request.attribute_map if hasattr(request, attr)}
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cname = None
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collection_formats = {}
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path_params = {}
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if 'pool_id' in local_var_params:
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path_params['pool_id'] = local_var_params['pool_id']
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if 'deployment_id' in local_var_params:
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path_params['deployment_id'] = local_var_params['deployment_id']
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query_params = []
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header_params = {}
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form_params = {}
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body = None
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if 'body' in local_var_params:
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body = local_var_params['body']
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if isinstance(request, SdkStreamRequest):
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body = request.get_file_stream()
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response_headers = []
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header_params['Content-Type'] = http_utils.select_header_content_type(
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['application/json'])
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auth_settings = []
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http_info["cname"] = cname
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http_info["collection_formats"] = collection_formats
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http_info["path_params"] = path_params
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http_info["query_params"] = query_params
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http_info["header_params"] = header_params
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http_info["post_params"] = form_params
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http_info["body"] = body
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http_info["response_headers"] = response_headers
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return http_info
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def execute_text_completion(self, request):
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"""通用文本
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给定一个提示和一些参数，模型会根据这些信息生成一个或多个预测的补全，还可以返回每个位置上不同词语的概率。它可以用来做文本生成、自动写作、代码补全等任务。
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Please refer to HUAWEI cloud API Explorer for details.
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:param request: Request instance for ExecuteTextCompletion
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:type request: :class:`huaweicloudsdkpangulargemodels.v2.ExecuteTextCompletionRequest`
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:rtype: :class:`huaweicloudsdkpangulargemodels.v2.ExecuteTextCompletionResponse`
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"""
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http_info = self._execute_text_completion_http_info(request)
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return self._call_api(**http_info)
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def execute_text_completion_invoker(self, request):
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http_info = self._execute_text_completion_http_info(request)
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return SyncInvoker(self, http_info)
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@classmethod
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def _execute_text_completion_http_info(cls, request):
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http_info = {
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"method": "POST",
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"resource_path": "/v2/{project_id}/pools/{pool_id}/deployments/{deployment_id}/text/completions",
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"request_type": request.__class__.__name__,
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"response_type": "ExecuteTextCompletionResponse"
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}
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local_var_params = {attr: getattr(request, attr) for attr in request.attribute_map if hasattr(request, attr)}
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cname = None
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collection_formats = {}
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path_params = {}
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if 'pool_id' in local_var_params:
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path_params['pool_id'] = local_var_params['pool_id']
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if 'deployment_id' in local_var_params:
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path_params['deployment_id'] = local_var_params['deployment_id']
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query_params = []
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header_params = {}
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form_params = {}
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body = None
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if 'body' in local_var_params:
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body = local_var_params['body']
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if isinstance(request, SdkStreamRequest):
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body = request.get_file_stream()
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response_headers = []
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header_params['Content-Type'] = http_utils.select_header_content_type(
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['application/json'])
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auth_settings = []
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http_info["cname"] = cname
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http_info["collection_formats"] = collection_formats
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http_info["path_params"] = path_params
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http_info["query_params"] = query_params
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http_info["header_params"] = header_params
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http_info["post_params"] = form_params
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http_info["body"] = body
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http_info["response_headers"] = response_headers
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return http_info
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def _call_api(self, **kwargs):
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try:
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return self.do_http_request(**kwargs)
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except TypeError:
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import inspect
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params = inspect.signature(self.do_http_request).parameters
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http_info = {param_name: kwargs.get(param_name) for param_name in params if param_name in kwargs}
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return self.do_http_request(**http_info)
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def call_api(self, resource_path, method, path_params=None, query_params=None, header_params=None, body=None,
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post_params=None, cname=None, response_type=None, response_headers=None, auth_settings=None,
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collection_formats=None, request_type=None):
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"""Makes the HTTP request and returns deserialized data.
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:param resource_path: Path to method endpoint.
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:param method: Method to call.
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:param path_params: Path parameters in the url.
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:param query_params: Query parameters in the url.
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:param header_params: Header parameters to be placed in the request header.
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:param body: Request body.
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:param post_params: Request post form parameters,
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for `application/x-www-form-urlencoded`, `multipart/form-data`.
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:param cname: Used for obs endpoint.
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:param auth_settings: Auth Settings names for the request.
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:param response_type: Response data type.
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:param response_headers: Header should be added to response data.
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:param collection_formats: dict of collection formats for path, query,
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header, and post parameters.
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:param request_type: Request data type.
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:return:
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Return the response directly.
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"""
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return self.do_http_request(
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method=method,
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resource_path=resource_path,
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path_params=path_params,
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query_params=query_params,
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header_params=header_params,
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body=body,
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post_params=post_params,
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cname=cname,
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response_type=response_type,
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response_headers=response_headers,
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collection_formats=collection_formats,
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request_type=request_type)
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