[BUG] test event logs should be compressed

[rongou]

Describe the bug
We've merged a couple test event log files that are pretty big:

ls -lh tools/src/test/resources/spark-events-profiling
total 103M
-rw-rw-r-- 1 rou rou 343K Jun  8 10:52 eventlog_minimal_events
-rw-rw-r-- 1 rou rou  64M Jun  8 10:52 executors_removed_eventlog
-rw-rw-r-- 1 rou rou 1.7M Jun  8 10:52 malformed_json_eventlog
-rw-rw-r-- 1 rou rou 2.2M Jun  8 10:52 rapids_join_eventlog
-rw-rw-r-- 1 rou rou 2.2M Jun  8 10:52 rapids_join_eventlog2
-rw-rw-r-- 1 rou rou 110K Jun  8 10:52 rp_nosql_eventlog
-rw-rw-r-- 1 rou rou 1.7M Jun  8 10:52 rp_sql_eventlog
-rw-rw-r-- 1 rou rou  32M Jun  8 10:52 task_job_failure_eventlog

This causes git to complain with a warning:

remote: warning: GH001: Large files detected. You may want to try Git Large File Storage - https://git-lfs.github.com.
remote: warning: See http://git.io/iEPt8g for more information.
remote: warning: File tools/src/test/resources/spark-events-profiling/executors_removed_eventlog is 63.56 MB; this is larger than GitHub's recommended maximum file size of 50.00 MB

Steps/Code to reproduce bug
The files are already merged.

Expected behavior
We should compress these log files and change the tests to decompress them on the fly.

Additional context
We may want to change the git history so these large files don't show up in every git clone.

[tgravescs]

we removed them, this required force push. @nartal1 please make a pr to add those tests back in as I removed the files and commented out the tests.