Unable to deploy model in Real-time / Online Endpoint

Question

Hi,

While trying to deploy mlflow model in Realtime endpoint , I am getting the following error:-

"Deployment failed due to missing NCD Model or default environment definition"

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ONLINE DEPLOYMENT FILE CONFIG:-

$schema: https://azuremlschemas.azureedge.net/latest/managedOnlineDeployment.schema.json
name: aiml-test-deploy-008
endpoint_name: aiml-online-ep-008
model: azureml:taxi-model@latest
type: mlflow_model
instance_type: Standard_DS2_v2
instance_count: 1
type: managed

I have all those files in Artifacts also. Kindly let me know what was causing the issue

Answer 1

Hi @Ramr-msft I forget to add type=mlflow_model in the model registration step, so it got registered as custom model. Now after adding it got registered as mlflow model and the error is resolved now. Thank you