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https://github.com/BerriAI/litellm.git
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added the minimal GET logic
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c54986c3c9
commit
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1 changed files with 96 additions and 0 deletions
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@ -213,3 +213,99 @@ class VertexAIBatchPrediction(VertexLLM):
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response=_json_response
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)
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return vertex_batch_response
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def list_batches(
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self,
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_is_async: bool,
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after: Optional[str],
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limit: Optional[int],
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api_base: Optional[str],
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vertex_credentials: Optional[VERTEX_CREDENTIALS_TYPES],
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vertex_project: Optional[str],
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vertex_location: Optional[str],
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timeout: Union[float, httpx.Timeout],
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max_retries: Optional[int],
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):
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sync_handler = _get_httpx_client()
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access_token, project_id = self._ensure_access_token(
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credentials=vertex_credentials,
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project_id=vertex_project,
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custom_llm_provider="vertex_ai",
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)
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default_api_base = self.create_vertex_batch_url(
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vertex_location=vertex_location or "us-central1",
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vertex_project=vertex_project or project_id,
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)
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if len(default_api_base.split(":")) > 1:
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endpoint = default_api_base.split(":")[-1]
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else:
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endpoint = ""
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_, api_base = self._check_custom_proxy(
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api_base=api_base,
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custom_llm_provider="vertex_ai",
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gemini_api_key=None,
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endpoint=endpoint,
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stream=None,
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auth_header=None,
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url=default_api_base,
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)
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headers = {
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"Content-Type": "application/json; charset=utf-8",
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"Authorization": f"Bearer {access_token}",
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}
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params: Dict[str, Any] = {}
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if limit is not None:
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params["pageSize"] = str(limit)
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if after is not None:
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params["pageToken"] = after
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if _is_async is True:
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return self._async_list_batches(
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api_base=api_base,
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headers=headers,
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params=params,
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)
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response = sync_handler.get(
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url=api_base,
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headers=headers,
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params=params,
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)
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if response.status_code != 200:
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raise Exception(f"Error: {response.status_code} {response.text}")
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_json_response = response.json()
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vertex_batch_response = VertexAIBatchTransformation.transform_vertex_ai_batch_list_response_to_openai_list_response(
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response=_json_response
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)
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return vertex_batch_response
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async def _async_list_batches(
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self,
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api_base: str,
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headers: Dict[str, str],
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params: Dict[str, Any],
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):
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client = get_async_httpx_client(
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llm_provider=litellm.LlmProviders.VERTEX_AI,
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)
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response = await client.get(
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url=api_base,
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headers=headers,
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params=params,
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)
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if response.status_code != 200:
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raise Exception(f"Error: {response.status_code} {response.text}")
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_json_response = response.json()
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vertex_batch_response = VertexAIBatchTransformation.transform_vertex_ai_batch_list_response_to_openai_list_response(
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response=_json_response
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)
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return vertex_batch_response
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