cancel
Showing results for 
Search instead for 
Did you mean: 
Data Engineering
Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
cancel
Showing results for 
Search instead for 
Did you mean: 

How to deploy mlflow models to sagemaker endpoints where sagemaker refers the private docker registry?

Maverick1
Valued Contributor II

Is it possible to deploy the mlflow model to a sagemaker endpoint where the image URL is not referring to an image in ECR but the image is actually present in a private docker registry?

3 REPLIES 3

Maverick1
Valued Contributor II

@Kaniz Fatma​ : Yes. Even when I am deploying the model using sagemaker studio, I am able to pull the image from private docker registry because the VPC settings for image and containers is allowed via Sagemaker API. But I can't see the same options available for mlflow-sagemaker API. The only option is VPC settings for the region where model need to be deployed, but in the end it needs the access to ECR repo of the same region.

Atanu
Databricks Employee
Databricks Employee

Maverick1
Valued Contributor II

@Kaniz Fatma​ : Unfortunately No. The above implementation always assumes that image is hosted in ECR repository.

Connect with Databricks Users in Your Area

Join a Regional User Group to connect with local Databricks users. Events will be happening in your city, and you won’t want to miss the chance to attend and share knowledge.

If there isn’t a group near you, start one and help create a community that brings people together.

Request a New Group