Support onprem platform for user-tools profiling command

[nartal1]

This PR fixes #315.
This PR adds user-tools profiling command for On-premisis platform. Updated the documentation for profiling CLI.

Command to test profiling tool:

export EVENT_LOGS=$SCRATCH_DIR/eventlogs
export WORKER_INFO=$SCRATCH_DIR/gpu_worker_info.yaml

 spark_rapids_user_tools onprem profiling \
    --eventlogs $EVENT_LOGS \
    --worker_info $WORKER_INFO

[mattahrens]

This is fine for now. But would it be simple to allow the user to run profiling without worker_info and then not execute auto-tuner and just generate profiling output files locally? That would be needed to fully deprecate Profiler java command as some customers have run w/o cluster info to get metrics output without recommendations.

[amahussein]

If that's the case, then I suggest that to be done within the same PR so we don't have to go back to the spark_rapids_user_tools CLI to add features.
The trick with the new ascli proposal that it recommends removing the "rapids_options" arguments which means that some arguments consumed by Profiler java have to be hardcoded.

[amahussein]

• @nartal1 If you find that it is easy modifying the profiling command to only run the java command without recommendation, then we can do it within the same PR. Otherwise, then we can keep that feature out of scope since it is part of the proposal of the new CLI
• Something that was overlooked in previous PRs is that onPRem qualification does not have doc-string to generate the help command. We can add the doc-string of the qualification here to get done with it.

[nartal1]

• @nartal1 If you find that it is easy modifying the profiling command to only run the java command without recommendation, then we can do it within the same PR. Otherwise, then we can keep that feature out of scope since it is part of the proposal of the new CLI
• Something that was overlooked in previous PRs is that onPRem qualification does not have doc-string to generate the help command. We can add the doc-string of the qualification here to get done with it.

Modifying profiling command to run java command without recommendation will take more effort. As discussed offline, we will incorporate this change in the new CLI.

Updated the doc-string for qualification command. Removed arguments which are not needed for on prem platform in that process. PTAL