muassif
24 lines
750 B
Python
24 lines
750 B
Python
#rddaction1.py: rdd action functions
|
|
|
|
#please ignore next 2 statements if running directly in PySpark shell
|
|
import time
|
|
|
|
from pyspark.sql import SparkSession
|
|
spark = SparkSession.builder.master("local[*]")\
|
|
.appName("RDD Test app")\
|
|
.getOrCreate()
|
|
|
|
data = [5, 4, 6, 3, 2, 8, 9, 2, 8, 7,
|
|
8, 4, 4, 8, 2, 7, 8, 9, 6, 9]
|
|
rdd1 = spark.sparkContext.parallelize(data)
|
|
|
|
print("RDD contents with partitions:" + str(rdd1.glom().collect()))
|
|
print("Count by values: " +str(rdd1.countByValue()))
|
|
print("reduce function: " + str(rdd1.glom().collect()))
|
|
print("Sum of RDD contents:"+str(rdd1.sum()))
|
|
print("top: " + str(rdd1.top(5)))
|
|
print("count: " + str(rdd1.count()))
|
|
print("max: "+ str(rdd1.max()))
|
|
print("min" + str(rdd1.min()))
|
|
|
|
time.sleep(60) |