MLCOMPUTE-1203 | Configure Spark driver pod memory and cores based on… #4447

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Job	Run time
k8s_itests	3m 43s
build_debs (bionic)	4m 5s
tox (py38-linux)	1m 28s
build_debs (jammy)	4m 54s
tox (docs)	1m 35s
build_debs (noble)	5m 23s
tox (mypy)	1m 50s
tox (tests)	2m 38s
tox (general_itests)	2m 18s
cut_release	12s
	28m 6s