Apache Spark 2.x Machine Learning Cookbook

How to do it...

1. Start a new project in IntelliJ or in an IDE of your choice. Make sure that the necessary JAR files are included.

2. Set up the package location where the program will reside:

package spark.ml.cookbook.chapter13

3. Import the necessary packages:

import org.apache.log4j.{Level, Logger}import org.apache.spark.mllib.classification.StreamingLogisticRegressionWithSGDimport org.apache.spark.mllib.linalg.Vectorsimport org.apache.spark.mllib.regression.LabeledPointimport org.apache.spark.rdd.RDDimport org.apache.spark.sql.{Row, SparkSession}import org.apache.spark.streaming.{Seconds, StreamingContext}import scala.collection.mutable.Queue

4. Create a SparkSession object as an entry point to the cluster and a StreamingContext:

val spark ...