[Issue] Can't run azd down on RG with OpenAI instance

[pamelafox]

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Output from azd version azd version 1.10.0-beta.1-pr.4028794 (commit 1388546c9db82c93a53b8ba8335962b2b68fd408)

Describe the bug

I do not think this is an issue with azd itself, but y'all might know where to reroute or have workarounds.

When running "azd down" on https://github.com/Azure-Samples/openai-chat-vision-quickstart/, I get this error:

--------------------------------------------------------------------------------
RESPONSE 409: 409 Conflict
ERROR CODE: ResourceGroupDeletionBlocked
--------------------------------------------------------------------------------
{
  "error": {
    "code": "ResourceGroupDeletionBlocked",
    "message": "Deletion of resource group 'chatvision-rg' failed as resources with identifiers 'Microsoft.CognitiveServices/accounts/edmqlohrlcibo-cog' could not be deleted. The provisioning state of the resource group will be rolled back. The tracking Id is '50cc42c7afb813d4bff8d3974397e4d9'. Please check audit logs for more details.",
    "details": [
      {
        "target": "/subscriptions/32ea8a26-5b40-4838-b6cb-be5c89a57c16/resourceGroups/chatvision-rg/providers/Microsoft.CognitiveServices/accounts/edmqlohrlcibo-cog",
        "message": "{\"error\":{\"code\":\"CannotDeleteAccountWithDeployments\",\"message\":\"Could not delete account since it contains 1 deployment(s). Please delete deployments first and try again.\"}}"
      }
    ]
  }
}

I see a similar warning in the Portal:

I'm not sure if this is only happening because the deployment uses a Global SKU or if its now happening for all OpenAI accounts. I've only had it reported for this repo so far, but perhaps its a recent change.

[rajeshkamal5050]

@vhvb1989 @hemarina do we handle deleting deployments for other resources as part of azd down?

[vhvb1989]

@vhvb1989 @hemarina do we handle deleting deployments for other resources as part of azd down?

No. Azd deletes resource groups directly w/o looking what's in them. I've started a conversation with @achandmsft to follow

[wbreza]

@rajeshkamal5050 - this may be handled by deployment stacks when the deployment is created as part of the deployment stack. I will test on our feature branch and report back.

If the deployments are created outside of azd it isn't cut & dry whether or not azd should delete deployments on behalf of user or not.

UPDATE Confirmed! - When AI model deployments are created within an Azure Deployment stack they will then be properly deleted during azd down without any additional changes.

[rajeshkamal5050]

@pamelafox starting azd 1.10.0 we have added support for deployment stacks(alpha feature azd config set alpha.deployment.stacks on) which should handle it without need for the hooks https://github.com/Azure-Samples/openai-chat-vision-quickstart/pull/10

Can you give it a try and let us know if it works? cc: @wbreza

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[pamelafox]

@rajeshkamal5050 At what point will it not require the alpha flag?

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