...
This is essential to have the proper "version_data_date" displayed in the final outputs and to make sure we only keep the latest run of each month for a version in case we have several (reruns in prod due to errors or bad data for example).
Run Hyperparams Opt
Once in a while ( recommended every 6 months or so), the model will have to be re-optimized for each product family. This is the purpose of this scenario.
It contains a first custom Python step to enable the run_cross_val variable which is normally set to False for the monthly runs. Then, the Optimized_hyperparams dataset is executed and another custom Python step sets back the run_cross_val variable to False.