/Java/Mergesort parallelization using Spark

Mergesort parallelization using Spark

import random
import time
from pyspark import SparkContext

def execute_merge_sort(generated_list):
    start_time = time.time()
    sorted_list = merge_sort(generated_list)
    elapsed = time.time() - start_time
    print('Simple merge sort: %f sec' % elapsed)
    return sorted_list


def generate_list(length):
    N = length
    generated_list = [random.random() for num in range(N)]
    return generated_list

def merging(left_side, right_side):
    result = []
    i = j = 0
    while i < len(left_side) and j < len(right_side):
        if left_side[i] <= right_side[j]:
            result.append(left_side[i])
            i += 1
        else:
            result.append(right_side[j])
            j += 1
    if i == len(left_side):
        result.extend(right_side[j:])
    else:
        result.extend(left_side[i:])
    return result


def merge_sort(generated_list):
    if len(generated_list) <= 1:
        return generated_list
    middle_value = len(generated_list) // 2
    sorted_list = merging(merge_sort(generated_list[:middle_value]), merge_sort(generated_list[middle_value:]))
    return sorted_list


def is_sorted(num_array):
    for i in range(1, len(num_array)):
        if num_array[i] < num_array[i - 1]:
            return False
    return True

generate_list = generate_list(500000)

sorted_list = execute_merge_sort(generate_list)

sc = SparkContext()

rdd = sc.parallelize(generate_list).mapPartitions(execute_merge_sort).collect()

Source: stackoverflow.com

Similar codes

1 vote98 views1 answer
Find Numbers with Even Number of Digits leetcode
Java
3 votes106 views2 answers
Array.swap java
Java
4 votes177 views1 answer
Connect sql server to xampp
Java Spring
0 vote105 views1 answer
Could not find any matches for com.transistorsoft:tsbackgroundfetch:+ as no versions of com.transistorsoft:tsbackgroundfetch are available.
Java
3 votes60 views1 answer
Java jdk set path windows 10
Java
8 votes113 views1 answer
Java cheat sheet
Java
8 votes105 views4 answers
Stringbuffer vs stringbuilder vs string in java
Java
2 votes112 views1 answer
Caused by: java.lang.NoSuchMethodError: org.apache.logging.log4j.spi.LoggerContextFactory.isClassLoaderDependent()Z
Java
0 vote181 views1 answer
Import classes from another project java
Java
14 votes117 views1 answer
Character at index of string java
Java