ResourceExhausted: 429 Unable to submit request.

[이지섭]

I am developing a prompt with gemini-1.5-pro-001 in Vertex AI Workbench, but the 429 error below keeps occurring.

When I check the IAM quota and limit, it appears that there are sufficient resources, but I don't know what the cause is. Is there any solution?

Since it is a different type from the 429 error that other people have experienced, searching does not provide an answer.

File /opt/conda/lib/python3.10/site-packages/vertexai/generative_models/_generative_models.py:719, in _GenerativeModel._generate_content_streaming(self, contents, generation_config, safety_settings, tools, tool_config) 694 """Generates content. 695 696 Args: (...) 710 A stream of GenerationResponse objects 711 """ 712 request = self._prepare_request( 713 contents=contents, 714 generation_config=generation_config, (...) 717 tool_config=tool_config, 718 ) --> 719 response_stream = self._prediction_client.stream_generate_content( 720 request=request 721 ) 722 for chunk in response_stream: 723 yield self._parse_response(chunk) File /opt/conda/lib/python3.10/site-packages/google/cloud/aiplatform_v1beta1/services/prediction_service/client.py:2400, in PredictionServiceClient.stream_generate_content(self, request, model, contents, retry, timeout, metadata) 2397 self._validate_universe_domain() 2399 # Send the request. -> 2400 response = rpc( 2401 request, 2402 retry=retry, 2403 timeout=timeout, 2404 metadata=metadata, 2405 ) 2407 # Done; return the response. 2408 return response File /opt/conda/lib/python3.10/site-packages/google/api_core/gapic_v1/method.py:131, in _GapicCallable.__call__(self, timeout, retry, compression, *args, **kwargs) 128 if self._compression is not None: 129 kwargs["compression"] = compression --> 131 return wrapped_func(*args, **kwargs) File /opt/conda/lib/python3.10/site-packages/google/api_core/grpc_helpers.py:174, in _wrap_stream_errors.<locals>.error_remapped_callable(*args, **kwargs) 170 return _StreamingResponseIterator( 171 result, prefetch_first_result=prefetch_first 172 ) 173 except grpc.RpcError as exc: --> 174 raise exceptions.from_grpc_error(exc) from exc ResourceExhausted: 429 Unable to submit request because the service is temporarily out of capacity. Try again later.

[Google Ads API Forum Advisor]

Hi,

Thank you for reaching out to the Google Ads API support team.

I understand that you are getting ResourceExhausted error while developing a prompt with gemini-1.5-pro-001 in Vertex AI Workbench. Kindly note that our team can only help you with technical queries or concerns related to the Google Ads API. As your issue is related to the Gemini API, I would request you to reach out by submitting your issue in the Gemini API forum for further assistance.  
 

This message is in relation to case "ref:!00D1U01174p.!5004Q02vGb05:ref" (ADR-00269841)

Thanks,
 

Google Ads API Team