[SPARK-2790] [PySpark] fix zip with serializers which have different batch sizes.

If two RDDs have different batch size in serializers, then it will try to re-serialize the one with smaller batch size, then call RDD.zip() in Spark.

Author: Davies Liu <davies.liu@gmail.com>

Closes #1894 from davies/zip and squashes the following commits:

c4652ea [Davies Liu] add more test cases
6d05fc8 [Davies Liu] Merge branch 'master' into zip
813b1e4 [Davies Liu] add more tests for failed cases
a4aafda [Davies Liu] fix zip with serializers which have different batch sizes.

(cherry picked from commit d7e80c2597d4a9cae2e0cb35a86f7889323f4cbb)
Signed-off-by: Josh Rosen <joshrosen@apache.org>