ValueError: Cannot run multiple SparkContexts at once in spark with pyspark

user_8583033 0
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i am new in using spark , i try to run this code on pyspark 

from pyspark import SparkConf, SparkContext
import collections

conf = SparkConf().setMaster("local").setAppName("RatingsHistogram")
sc = SparkContext(conf = conf)

but he till me this erore message 

Using Python version 3.5.2 (default, Jul  5 2016 11:41:13)
SparkSession available as 'spark'.
>>> from pyspark import SparkConf, SparkContext
>>> import collections
>>> conf = SparkConf().setMaster("local").setAppName("RatingsHistogram")
>>> sc = SparkContext(conf = conf)



   Traceback (most recent call last):
      File "<stdin>", line 1, in <module>
      File "C:\spark\python\pyspark\context.py", line 115, in __init__
        SparkContext._ensure_initialized(self, gateway=gateway, conf=conf)
      File "C:\spark\python\pyspark\context.py", line 275, in _ensure_initialized
        callsite.function, callsite.file, callsite.linenum))
    ValueError: Cannot run multiple SparkContexts at once; existing SparkContext(app=PySparkShell, master=local[*]) created by getOrCreate at C:\spark\bin\..\python\pyspark\shell.py:43
    >>>

i have version spark 2.1.1 and python 3.5.2 , i search and found it is problem in sc ,he could not read it but no when till why , any one have help here

pyspark apache-spark python-3.x
4 Answers

You can try:

sc = SparkContext.getOrCreate(conf=conf)
user_79832680

Your previous session is still on. You can run

sc.stop()

user_71761990

it can run through Jupyter lab also. but you have to use as your previous session is still running and local can not run two sessions at a time sc = SparkContext.getOrCreate( conf =conf)

user_200612990
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