MLCOMPUTE-1203 | Configure Spark driver pod memory and cores based on Spark args #4437

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Job	Run time
k8s_itests	4m 11s
build_debs (bionic)	3m 39s
tox (py38-linux)	1m 22s
build_debs (jammy)	5m 19s
tox (docs)	1m 36s
build_debs (noble)	7m 31s
tox (mypy)	1m 57s
tox (tests)	2m 12s
tox (general_itests)	1m 40s
cut_release	12s
	29m 39s