question Re: Automate the deployment of a model in Support Questions

Automate the deployment of a model

ariajesus — Tue, 21 Apr 2026 07:09:09 GMT

I have a deployed model un Cloudera Machines Learning. The model is trained once a month, which I do through a pipeline (Jobs). It must be deployed after that again to take the updated model. Can the deployment be done in a way other than manual?

Re: Automate the deployment of a model

cjervis — Mon, 22 May 2023 12:42:09 GMT

Welcome to the community @ariajesus. While you wait on a more knowledge community member to respond, I'll leave you with this blog article I found in hopes it leads you to the correct path.

Cloudera Machine Learning’s APIv2 enables automated project lifecycle management, CI/CD integration, and more

Re: Automate the deployment of a model

ariajesus — Wed, 24 May 2023 02:13:15 GMT

Thanks for the reply.
In my case the question is:
I build a model and then I train the model again; How do I create a new build of the model with the same id of the model already created before?
I have to have the same access key of the model.
I use cmlapi. Can I do
cmlapi.CreateModelBuildRequest with exiting model id?

Do you understand what I mean?