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Commit 72f36ee5 authored by Davies Liu's avatar Davies Liu Committed by Josh Rosen
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[SPARK-3886] [PySpark] use AutoBatchedSerializer by default

Use AutoBatchedSerializer by default, which will choose the proper batch size based on size of serialized objects, let the size of serialized batch fall in into  [64k - 640k].

In JVM, the serializer will also track the objects in batch to figure out duplicated objects, larger batch may cause OOM in JVM.

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

Closes #2740 from davies/batchsize and squashes the following commits:

52cdb88 [Davies Liu] update docs
185f2b9 [Davies Liu] use AutoBatchedSerializer by default
parent 90f73fcc
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