Attempt #2 MLCOMPUTE-1203 | Configure Spark driver pod memory and cores based on Spark args #4476

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Job	Run time
k8s_itests	4m 9s
tox (py38-linux)	1m 23s
build_debs (bionic)	4m 24s
tox (docs)	1m 38s
build_debs (jammy)	4m 57s
tox (mypy)	1m 55s
build_debs (noble)	4m 57s
tox (tests)	2m 41s
tox (general_itests)	2m 31s
cut_release	6s
	28m 41s