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Build: Bump pyspark from 3.5.5 to 3.5.6 #5191

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Run time

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Job	Run time
integration-test (3.9)	10m 34s
lint-and-test (3.11)	3m 48s
integration-test (3.12)	10m 47s
lint-and-test (3.9)	3m 46s
integration-test (3.10)	11m 4s
lint-and-test (3.12)	4m 16s
lint-and-test (3.10)	3m 59s
integration-test (3.11)	11m 0s
	59m 14s