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Hands-On Big Data Analytics with PySpark
book

Hands-On Big Data Analytics with PySpark

by Rudy Lai, Bartłomiej Potaczek
March 2019
Beginner to intermediate
182 pages
4h 6m
English
Packt Publishing
Content preview from Hands-On Big Data Analytics with PySpark

Revisiting the graph format

Next, we have the GraphBuilder method, which is our own component:

    //when    val graph = GraphBuilder.loadFromFile(spark, path)

The following is our GraphBuilder.scala file for our GraphBuilder method:

package com.tomekl007.chapter_7import org.apache.spark.SparkContextimport org.apache.spark.graphx.{Graph, GraphLoader}object GraphBuilder {  def loadFromFile(sc: SparkContext, path: String): Graph[Int, Int] = {    GraphLoader.edgeListFile(sc, path)  }}

It uses a GraphLoader class from the org.apache.spark.graphx.{Graph, GraphLoader} package and we are specifying the format.

The format that's specified here is edgeListFile. We are passing the sc parameter, which is the SparkContext and path parameter, which contains the ...

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Publisher Resources

ISBN: 9781838644130