[SPARK-3486][MLlib][PySpark] PySpark support for Word2Vec

@mengxr
Added PySpark support for Word2Vec
Change list
(1) PySpark support for Word2Vec
(2) SerDe support of string sequence both on python side and JVM side
(3) Test for SerDe of string sequence on JVM side
maybe it's better to cache serialized data from Python, it will reduce the GC pressure (also less memory).