Github user szczeles commented on the issue: https://github.com/apache/spark/pull/14540 @holdenk I've checked setSeed methods in MLlib and it seems py4j handles them well. If function gets simple arguments (strings, numerric, bool), py4j applies conversion between types (see https://github.com/bartdag/py4j/blob/master/py4j-java/src/main/java/py4j/reflection/MethodInvoker.java#L99). For setSeed(Long), if argument is mapped to Integer, it goes through toString and Long.parseLong (see https://github.com/bartdag/py4j/blob/master/py4j-java/src/main/java/py4j/reflection/TypeConverter.java#L88) Apparently, this conversion does not work for complex types like fromOffsets map.
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