MLCOMPUTE-1203 | Configure Spark driver pod memory and cores based on Spark args #4432

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Job	Run time
k8s_itests	4m 9s
build_debs (bionic)	3m 42s
tox (py38-linux)	1m 31s
build_debs (jammy)	4m 57s
tox (docs)	1m 43s
build_debs (noble)	4m 44s
tox (mypy)	1m 52s
tox (tests)	3m 15s
tox (general_itests)	1m 32s
cut_release	12s
	27m 37s