_corrupt_record error when reading a JSON file into Spark

If you want to leave your JSON file as it is (without stripping new lines characters \n), include multiLine=True keyword argument

sc = SparkContext() 
sqlc = SQLContext(sc)

df = sqlc.read.json('my_file.json', multiLine=True)

print df.show()