Github user davies commented on a diff in the pull request: https://github.com/apache/spark/pull/1460#discussion_r15137226 --- Diff: python/pyspark/serializers.py --- @@ -297,6 +297,33 @@ class MarshalSerializer(FramedSerializer): loads = marshal.loads +class AutoSerializer(FramedSerializer): + """ + Choose marshal or cPickle as serialization protocol autumatically + """ + def __init__(self): + FramedSerializer.__init__(self) + self._type = None + + def dumps(self, obj): + try: + if self._type is not None: + raise TypeError("fallback") + return 'M' + marshal.dumps(obj) + except Exception: + self._type = 'P' + return 'P' + cPickle.dumps(obj, -1) --- End diff -- I had add an fast path for it, no exception cost any more.
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