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Integrating MLOps with Momentum

Momentum provides a 1-click deployment of ML models to MLOps. Before deploying a model to MLOps, make sure that Momentum is properly configured to locate the MLOps deployment.   

Check Settings and Configuration and ensure the following properties are configured correctly:  

Parameters   Example Values   Explanation  
MLOPS_URL   https://host1.momentum.local:9443   Use internal hostname or IP and not public domain/IP. Contact your admin to obtain the hostname where MLOps is hosted. Momentum internally communicates with MLOps using this host and port and therefore for security reason, use an internal host:port.  
MLOPS_PUBLIC_URL   http://<public-ip-or-domain>:9443   This is public hostname and port to access the MLOps UI and securely login to access its services.  
MLOPS_TOKEN   See the MLOps Token How-tos   This is a security token that is used to communicate with MLOps for security.   
MLOPS_CLUSTER   default_cluster   MLOps can seamlessly deploy models in various environment such as QA, sandbox, staging, production that may be either local server, Azure, AWS or any other cloud service providers. The deafult_cluster means the model will be hosted within the same machine where MLOps is deployed.  
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