[BUG] Support autoscaling clusters for user qualification tool on Databricks platforms #647
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Fixes #624
The issue was due to that the user qualification tool is unable to find the number of workers for autoscaling clusters on Databricks-AWS/Azure because the key
num_workers
does not exist in the cluster properties file. In this case, the tool defaults num_workers to 0, which leads toRuntimeError: Invalid cluster: The cluster has no worker nodes.
.In this PR, we add logic to extract the number of workers from the
autoscale
information for Databricks AWS/Azure autoscaling clusters.