[BUG] Qualification tool: Invalid --platform doesn't error

[tgravescs]

Describe the bug
Passing an invalid or not supported platform doesn't error. This can lead to user getting results they don't expect.

ie: --platform gcp or --platform data-t4fdsfd

[parthosa]

In addition to this, the platform types in user tools do not match platform types in core tools. Platform types in core tools -support gpu options (eg, dataproc-t4, emr-t4, emr-a10 etc) where as user tools takes only CSP names as platform (eg, dataproc, emr).

Because of this, we are not leveraging the custom speedup factors generated for different GPU types.

While passing the platform value from user tools to core tools. we should append the gpu type.

[kuhushukla]

This issue exists in the profiling tool options as well where we should also try and create parity with what names we use in the user-tools and the jar versions to avoid more match case statements and chances of error. The example that brought me to this error was for databricks-azure