Fixes #1413

This PR adds a new sparkRuntime property to capture the Spark Runtime type (SPARK, PHOTON, SPARK_RAPIDS) and store this in application_information.csv

Changes

Profiling Enhancements:

• Added sparkRuntime property to AppInfoProfileResults to capture the runtime environment and updated the outputHeaders and convertToSeq methods to include this new property. [1] [2]
• Updated AppInformationViewTrait to map the new sparkRuntime property when creating AppInfoProfileResults instances.

Runtime Handling:

• Introduced SparkRuntime enumeration to represent different Spark runtimes (SPARK, PHOTON, SPARK_RAPIDS).
• Added sparkRuntime property to CacheablePropsHandler and set its default value.
• Implemented setSparkRuntime method in AppBase to determine and set the runtime based on application properties.

Testing:

• Added test cases in ApplicationInfoSuite to validate the sparkRuntime property for different event logs.

Output

File: application_information.csv

SPARK Runtime:

appIndex,appName,appId,sparkUser,startTime,endTime,duration,durationStr,sparkRuntime,sparkVersion,pluginEnabled
1,"Databricks Shell","app-20240827220408-0000","root",1724796242014,1724799713682,3471668,"58 min","SPARK","13.3.x-aarch64-scala2.12",false

SPARK_RAPIDS Runtime:

appIndex,appName,appId,sparkUser,startTime,endTime,duration,durationStr,sparkRuntime,sparkVersion,pluginEnabled
1,"Databricks Shell","app-20240827233829-0000","root",1724801903175,1724802355703,452528,"7.5 min","SPARK_RAPIDS","13.3.x-gpu-ml-scala2.12",true

PHOTON Runtime:

appIndex,appName,appId,sparkUser,startTime,endTime,duration,durationStr,sparkRuntime,sparkVersion,pluginEnabled
1,"Databricks Shell","app-20240818062343-0000","root",1723962217320,1723962595796,378476,"6.3 min","PHOTON","13.3.x-aarch64-photon-scala2.12",false

cc: @leewyang