DevOps Asked by stackuser on August 22, 2021
What are the ways to get authorized access to mlflow through Azure Active Directory?
Requirements:
It looks like MLFlow doesn't natively support any authentication schemes and the recommendation is to use a reverse proxy such as Nginx to only forward requests to MLFlow if a valid authentication cookie is provided, redirecting any requests without a cookie or an invalid cookie back to the Identity Provider.
You can configure Azure AD Application Proxy to add authentication, although you will also need to protect MLFlow from unauthorised access by putting it in a virtual network or creating rules to only accept connections from Azure AD Application Proxy.
There is also the potential of using MLFlow that is part of Azure Databricks, which probably also includes authentication.
There are complete instructions on setting this up on the Nginx for a generic application. In summary, however, you will need to:
You would also be able to use other products such as Google's Identity Aware Proxy and ForgeRock's Identity Gateway.
Answered by Richard Slater on August 22, 2021
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