I have built an HMC model using cmdstand. In my local machine, I have install cmdstan for the following approach.

import cmdstanpy
cmdstanpy.install_cmdstan()

But in Databricks I need to reinstall it every time when I train a new model, from the notebook. I have installed the cmdstanpy in the library section of the cluster, but couldn't figure out how to install cmdstan in the cluster directly such that when I restart my cluster again it has the cmdstan ready.

Approaches tried

1. Installing cmdstan from notebook before training the model
2. Launch web terminal and install cmdstan inside it(but this approach doesn't work if I'm using notebooks to run code)