Autopilot consist of thee main steps: Analyzing Data, Feature Engineering, Model Tuning. In addition to them it includes five different job status : Completed, InProgress, Failed, Stopped, Stopping.
We need to observe these steps and statuses of training models. For this, the following steps can be implemented as a UDF script:
Create a table including metadata of training models like model_name
Retrieve status of a given model which trains on Autopilot and insert it into a table
Autopilot consist of thee main steps: Analyzing Data, Feature Engineering, Model Tuning. In addition to them it includes five different job status : Completed, InProgress, Failed, Stopped, Stopping.
We need to observe these steps and statuses of training models. For this, the following steps can be implemented as a UDF script: