MLCOMPUTE-1203 | Configure Spark driver pod memory and cores based on Spark args #4445

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Job	Run time
build_debs (bionic)	3m 41s
build_debs (jammy)	4m 58s
tox (py38-linux)	1m 27s
build_debs (noble)	4m 39s
k8s_itests	3m 57s
tox (docs)	1m 45s
tox (mypy)	2m 9s
tox (tests)	2m 48s
tox (general_itests)	2m 14s
cut_release	6s
	27m 44s