Major Description
I'm receiving the following traceback:
>>> sc.textFile('test.txt').repartition(10).collect() Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/usr/local/Cellar/apache-spark/2.1.0/libexec/python/pyspark/rdd.py", line 810, in collect return list(_load_from_socket(port, self._jrdd_deserializer)) File "/usr/local/Cellar/apache-spark/2.1.0/libexec/python/pyspark/rdd.py", line 140, in _load_from_socket for item in serializer.load_stream(rf): File "/usr/local/Cellar/apache-spark/2.1.0/libexec/python/pyspark/serializers.py", line 539, in load_stream yield self.loads(stream) File "/usr/local/Cellar/apache-spark/2.1.0/libexec/python/pyspark/serializers.py", line 534, in loads return s.decode("utf-8") if self.use_unicode else s File "/Users/brianbruggeman/.envs/dg/lib/python2.7/encodings/utf_8.py", line 16, in decode return codecs.utf_8_decode(input, errors, True) UnicodeDecodeError: 'utf8' codec can't decode byte 0x80 in position 0: invalid start byte
I created a textfile (text.txt) with standard linux newlines:
a b d e f g h i j k l
I think ran pyspark:
$ pyspark Python 2.7.13 (default, Dec 18 2016, 07:03:39) [GCC 4.2.1 Compatible Apple LLVM 8.0.0 (clang-800.0.42.1)] on darwin Type "help", "copyright", "credits" or "license" for more information. Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties Setting default log level to "WARN". To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use setLogLevel(newLevel). 17/03/08 13:59:27 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable 17/03/08 13:59:32 WARN ObjectStore: Failed to get database global_temp, returning NoSuchObjectException Welcome to ____ __ / __/__ ___ _____/ /__ _\ \/ _ \/ _ `/ __/ '_/ /__ / .__/\_,_/_/ /_/\_\ version 2.1.0 /_/ Using Python version 2.7.13 (default, Dec 18 2016 07:03:39) SparkSession available as 'spark'. >>> sc.textFile('test.txt').collect() [u'a', u'b', u'c', u'd', u'e', u'f', u'g', u'h', u'i', u'j', u'k', u'l'] >>> sc.textFile('test.txt', use_unicode=False).collect() ['a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l'] >>> sc.textFile('test.txt', use_unicode=False).repartition(10).collect() ['\x80\x02]q\x01(U\x01aU\x01bU\x01cU\x01dU\x01eU\x01fU\x01ge.', '\x80\x02]q\x01(U\x01hU\x01iU\x01jU\x01kU\x01le.'] >>> sc.textFile('test.txt').repartition(10).collect() Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/usr/local/Cellar/apache-spark/2.1.0/libexec/python/pyspark/rdd.py", line 810, in collect return list(_load_from_socket(port, self._jrdd_deserializer)) File "/usr/local/Cellar/apache-spark/2.1.0/libexec/python/pyspark/rdd.py", line 140, in _load_from_socket for item in serializer.load_stream(rf): File "/usr/local/Cellar/apache-spark/2.1.0/libexec/python/pyspark/serializers.py", line 539, in load_stream yield self.loads(stream) File "/usr/local/Cellar/apache-spark/2.1.0/libexec/python/pyspark/serializers.py", line 534, in loads return s.decode("utf-8") if self.use_unicode else s File "/Users/brianbruggeman/.envs/dg/lib/python2.7/encodings/utf_8.py", line 16, in decode return codecs.utf_8_decode(input, errors, True) UnicodeDecodeError: 'utf8' codec can't decode byte 0x80 in position 0: invalid start byte
This really looks like a bug in the `serializers.py` code.
