How to fix Endpoint creating failing to provision and Prompt flow deployment then fails as well.

Question

When I create a Prompt flow in Azure AI studio and try to deploy it I continue to get an issue with the endpoint trying to deploy which also causes the deployment to fail. I have done similar prompt flows on other orgs and it works correctly.

When the Azure Machine Learning Endpoint fails the details are empty including the logs and I only have this message: Endpoint "xxx" creation failed

The deployment then fails with the following message:

Prompt flow deployment "xxx" of endpoint "xxx" failed

Creating deployment

Hide details

The request is invalid. Status: 400 (The request is invalid.) ErrorCode: BadRequest Content: { "error": { "code": "BadRequest", "message": "The request is invalid.", "details": [ { "code": "InferencingClientCallFailed", "message": "{"error":{"code":"Validation","message":"{\"errors\":{\"\":[\"This endpoint has not been created successfully or is in deleting provisioning state. Please recreate endpoint and then try again to create deployment.\"]},\"type\":\"https://tools.ietf.org/html/rfc9110#section-15.5.1\",\"title\":\"One or more validation errors occurred.\",\"status\":400,\"traceId\":\"xxx\"}"}}", "details": [], "additionalInfo": [] } ], "additionalInfo": [ { "type": "ComponentName", "info": { "value": "managementfrontend" } }, { "type": "Correlation", "info": { "value": { "operation": "xxx", "request": "xxx" } } }, { "type": "Environment", "info": { "value": "eastus" } }, { "type": "Location", "info": { "value": "eastus" } }, { "type": "Time", "info": { "value": "2024-08-28T19:49:24.0179234+00:00" } } ] } } Headers: Cache-Control: no-cache Pragma: no-cache x-ms-throttling-version: REDACTED Request-Context: REDACTED x-ms-response-type: REDACTED Strict-Transport-Security: REDACTED X-Content-Type-Options: REDACTED x-aml-cluster: REDACTED x-request-time: REDACTED x-ms-ratelimit-remaining-subscription-resource-requests: REDACTED x-ms-request-id: xxx c x-ms-correlation-request-id: REDACTED x-ms-routing-request-id: REDACTED X-Cache: REDACTED X-MSEdge-Ref: REDACTED Date: Wed, 28 Aug 2024 19:49:23 GMT Content-Length: 1414 Content-Type: application/json; charset=utf-8 Expires: -1

Answer 1

Hi, I've been having the same trouble. I have been trying to deploy a promptflow to an endpoint for a client. I have tried this using Azure AI Studio and Azure Machine Learning Studio but I get the same error for the deployment of the endpoint:

The request is invalid. Status: 400 (The request is invalid.) ErrorCode: BadRequest Content: { "error": { "code": "BadRequest", "message": "The request is invalid.", "details": [ { "code": "InferencingClientCallFailed", "message": "{\"error\":{\"code\":\"Validation\",\"message\":\"{\\\"errors\\\":{\\\"\\\":[\\\"This endpoint has not been created successfully or is in deleting provisioning state. Please recreate endpoint and then try again to create deployment.\\\"]},\\\"type\\\":\\\"https://tools.ietf.org/html/rfc9110#section-15.5.1\\\",\\\"title\\\":\\\"One or more validation errors occurred.\\\",\\\"status\\\":400,\\\"traceId\\\":\\\"00-5a94d5ac533149fcbafdcedd4e0bf191-124fb15fa7d412d3-01\\\"}\"}}", "details": [], "additionalInfo": [] } ], "additionalInfo": [ { "type": "ComponentName", "info": { "value": "managementfrontend" } }, { "type": "Correlation", "info": { "value": { "operation": "5a94d5ac533149fcbafdcedd4e0bf191", "request": "6dcf7246c3c83829" } } }, { "type": "Environment", "info": { "value": "westeurope" } }, { "type": "Location", "info": { "value": "westeurope" } }, { "type": "Time", "info": { "value": "2024-09-09T08:07:05.8511692+00:00" } } ] } } Headers: Cache-Control: no-cache Pragma: no-cache x-ms-throttling-version: REDACTED Request-Context: REDACTED x-ms-response-type: REDACTED Strict-Transport-Security: REDACTED X-Content-Type-Options: REDACTED x-aml-cluster: REDACTED x-request-time: REDACTED x-ms-ratelimit-remaining-subscription-resource-requests: REDACTED x-ms-request-id: ab3d90c5-aa3d-44f5-91cd-56ff39f04adb x-ms-correlation-request-id: REDACTED x-ms-routing-request-id: REDACTED X-Cache: REDACTED X-MSEdge-Ref: REDACTED Date: Mon, 09 Sep 2024 08:07:05 GMT Content-Length: 1422 Content-Type: application/json; charset=utf-8 Expires: -1

For the endpoint itself I only states status failed:

Answer 2

@Jacques Coetzee Remco Volmer I think you are seeing the same issue as mentioned in this thread.

Please go through the thread for details. To summarize, the following needs to be done to ensure the prompt flow endpoints are deployed from the studio.

1. Delete the failed deployment.
2. Make sure to register the the resource provider 'Microsoft.PolicyInsights'" in subscription pane from Azure portal.
3. Recreate the endpoint.

I hope this helps!!

If this answers your query, do click Accept Answer and Yes for was this answer helpful. And, if you have any further query do let us know.