Refactor ProfileResult classes to implement new interface design and add CSV output to Qual Tool

[parthosa]

Fixes #1041.

#1000 introduced a new interface design for calculating ProfileResults types. This enabled qualification tools to generate these results as part of the raw_metrics folder.

This PR refactors the calculation of the remaining ProfileResult types to follow the same design pattern. These files are needed by the estimation model. This is a step toward using only the qualification tool for the estimation model.

Files generated by Qual Tool

• application_information.csv
• application_log_path_mapping.csv
• data_source_information.csv
• Properties files:
  • spark_properties.csv,
  • system_properties.csv
  • spark_rapids_parameters_set_explicitly.csv

Changes:

Java/Core

• Refactored CollectInformation: Moved methods into the new framework ViewableTrait[R <: ProfileResult].
• Created traits and objects for each ProfileResult case.

Testing:

• Manually tested JAR on event logs to verify Qual Tool generates these files.
• Profiling unit tests are unaffected as this is an internal refactor.
• We do not have unit tests for the raw_metrics generated by Qual Tool. We can create followup issue for this.

[amahussein]

Thanks @parthosa !
LGTME