Unable to deploy model in Real-time / Online Endpoint

mumu 16 Reputation points
2022-07-19T10:11:32.927+00:00

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"

--------------------------------------------------------------------------------

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

222272-image.png

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

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,418 questions
{count} vote

1 answer

Sort by: Most helpful
  1. mumu 16 Reputation points
    2022-07-26T14:11:18.54+00:00

    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

    224961-image.png

    1 person found this answer helpful.