[CORE] Consider the cost when applying stage fallback policy #6051

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Job	Run time
ubuntu2004-test-spark32	1h 29m 47s
ubuntu2004-test-spark33	1h 39m 44s
ubuntu2004-test-slow-spark32	1h 9m 32s
ubuntu2004-test-spark33-slow	1h 16m 12s
centos8-test	1h 17m 11s
static-build-test	1h 10m 32s
centos7-test	52m 59s
ubuntu2204-test	2h 5m 57s
	11h 1m 54s