v3.5.8
[SPARK-41457][PYTHON][TESTS] Refactor type annotations and dependency checks in tests
[SPARK-37022][PYTHON] Use black as a formatter for PySpark
[SPARK-40191][PYTHON][CORE][DOCS] Make pyspark.resource examples self-contained