python - pyspark: Method isBarrier([]) does not exist

Question

I'm trying to learn Spark following some hello-word level example such as below, using pyspark. I got a "Method isBarrier([]) does not exist" error, full error included below the code.

from pyspark import SparkContext

if __name__ == '__main__':
    sc = SparkContext('local[6]', 'pySpark_pyCharm')
    rdd = sc.parallelize([1, 2, 3, 4, 5, 6, 7, 8])
    rdd.collect()
    rdd.count()

Although, when I start a pyspark session in command line directly and type in the same code, it works fine:

My setup:

• windows 10 Pro x64
• python 3.7.2
• spark 2.3.3 hadoop 2.7
• pyspark 2.4.0

Answer 1

The problem is incompatibility between versions of Spark JVM libraries and PySpark. In general PySpark version has to exactly match the version of your Spark installation (while in theory matching major and minor versions should be enough, some incompatibilities in maintenance releases have been introduced in the past).

In other words Spark 2.3.3 is not compatible with PySpark 2.4.0 and you have to either upgrade Spark to 2.4.0 or downgrade PySpark to 2.3.3.

Overall PySpark is not designed to be used a standalone library. While PyPi package is a handy development tool (it is often easier to just install a package than manually extend the PYTHONPATH), for actual deployments it is better to stick with the PySpark package bundled with actual Spark deployment.