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Zeppelin Tutorial : error: value toDF is not a member of org.apache.spark.rdd.RDD[Tweet]

Contributor

I'm trying to run the following twitter tutorial:

import org.apache.spark.streaming._
import org.apache.spark.streaming.twitter._
import org.apache.spark.storage.StorageLevel
import scala.io.Source
import scala.collection.mutable.HashMap
import java.io.File
import org.apache.log4j.Logger
import org.apache.log4j.Level
import sys.process.stringSeqToProcess

/** Configures the Oauth Credentials for accessing Twitter */
def configureTwitterCredentials(apiKey: String, apiSecret: String, accessToken: String, accessTokenSecret: String) {
  val configs = new HashMap[String, String] ++= Seq(
    "apiKey" -> apiKey, "apiSecret" -> apiSecret, "accessToken" -> accessToken, "accessTokenSecret" -> accessTokenSecret)
  println("Configuring Twitter OAuth")
  configs.foreach{ case(key, value) =>
    if (value.trim.isEmpty) {
      throw new Exception("Error setting authentication - value for " + key + " not set")
    }
    val fullKey = "twitter4j.oauth." + key.replace("api", "consumer")
    System.setProperty(fullKey, value.trim)
    println("\tProperty " + fullKey + " set as [" + value.trim + "]")
  }
  println()
}

// Configure Twitter credentials
val apiKey = "xxxxxxxxxxxxxxxxxxxxxxxxx"
val apiSecret = "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
val accessToken = "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
val accessTokenSecret = "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
configureTwitterCredentials(apiKey, apiSecret, accessToken, accessTokenSecret)

import org.apache.spark.streaming.twitter._
val ssc = new StreamingContext(sc, Seconds(2))
val tweets = TwitterUtils.createStream(ssc, None)
val twt = tweets.window(Seconds(60))

case class Tweet(createdAt:Long, text:String)
twt.map(status=>
  Tweet(status.getCreatedAt().getTime()/1000, status.getText())
).foreachRDD(rdd=>
  // Below line works only in spark 1.3.0.
  // For spark 1.1.x and spark 1.2.x,
  // use rdd.registerTempTable("tweets") instead.
  rdd.toDF().registerAsTable("tweets")
)

twt.print

ssc.start()

However I get the following error:

<console>:504: error: value toDF is not a member of org.apache.spark.rdd.RDD[Tweet]
                rdd.toDF().registerAsTable("tweets")

I have Spark 1.6.x.2.4 and Zeppelin 0.6

1 ACCEPTED SOLUTION

Accepted Solutions

Re: Zeppelin Tutorial : error: value toDF is not a member of org.apache.spark.rdd.RDD[Tweet]

Contributor

Now it's working...

import org.apache.spark._
import org.apache.spark.streaming._
import org.apache.spark.streaming.twitter._
import org.apache.spark.storage.StorageLevel
import scala.io.Source
import scala.collection.mutable.HashMap
import java.io.File
import org.apache.log4j.Logger
import org.apache.log4j.Level
import sys.process.stringSeqToProcess
import org.apache.spark.sql.DataFrame
import org.apache.spark.SparkConf 
import org.apache.spark.rdd.RDD 
import org.apache.spark.sql._
import org.apache.spark.SparkContext
import org.apache.spark.SparkContext._
import org.apache.spark.streaming.StreamingContext._

/** Configures the Oauth Credentials for accessing Twitter */
def configureTwitterCredentials(apiKey: String, apiSecret: String, accessToken: String, accessTokenSecret: String) {
  val configs = new HashMap[String, String] ++= Seq(
    "apiKey" -> apiKey, "apiSecret" -> apiSecret, "accessToken" -> accessToken, "accessTokenSecret" -> accessTokenSecret)
  println("Configuring Twitter OAuth")
  configs.foreach{ case(key, value) =>
    if (value.trim.isEmpty) {
      throw new Exception("Error setting authentication - value for " + key + " not set")
    }
    val fullKey = "twitter4j.oauth." + key.replace("api", "consumer")
    System.setProperty(fullKey, value.trim)
    println("\tProperty " + fullKey + " set as [" + value.trim + "]")
  }

  println()
}

// Configure Twitter credentials
val apiKey = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXX"
val apiSecret = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX"
val accessToken = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX"
val accessTokenSecret = "XXXXXXXXXXXXXXXXXXXXXXX"
configureTwitterCredentials(apiKey, apiSecret, accessToken, accessTokenSecret)

import org.apache.spark.streaming.twitter._
val sc = new SparkConf().setMaster("local[2]").setAppName("tweets").set("spark.cleaner.ttl","2000")
val ssc = new StreamingContext(sc, Seconds(2))
val tweets = TwitterUtils.createStream(ssc, None)
val twt = tweets.window(Seconds(60))

case class Tweet(createdAt:Long, text:String)
twt.map(status=>
  Tweet(status.getCreatedAt().getTime()/1000, status.getText())
).foreachRDD { rdd=>
  // Below line works only in spark 1.3.0.
  // For spark 1.1.x and spark 1.2.x,
  // use rdd.registerTempTable("tweets") instead.
  //rdd.toDF().registerAsTable("tweets")
  
  //val sqlContext = new org.apache.spark.sql.SQLContext(sc)
    val sqlContext = SQLContext.getOrCreate(rdd.sparkContext)
    import sqlContext._
    import sqlContext.implicits._
  
  rdd.toDF.registerTempTable("tweets")
}

twt.print

ssc.start()

View solution in original post

1 REPLY 1

Re: Zeppelin Tutorial : error: value toDF is not a member of org.apache.spark.rdd.RDD[Tweet]

Contributor

Now it's working...

import org.apache.spark._
import org.apache.spark.streaming._
import org.apache.spark.streaming.twitter._
import org.apache.spark.storage.StorageLevel
import scala.io.Source
import scala.collection.mutable.HashMap
import java.io.File
import org.apache.log4j.Logger
import org.apache.log4j.Level
import sys.process.stringSeqToProcess
import org.apache.spark.sql.DataFrame
import org.apache.spark.SparkConf 
import org.apache.spark.rdd.RDD 
import org.apache.spark.sql._
import org.apache.spark.SparkContext
import org.apache.spark.SparkContext._
import org.apache.spark.streaming.StreamingContext._

/** Configures the Oauth Credentials for accessing Twitter */
def configureTwitterCredentials(apiKey: String, apiSecret: String, accessToken: String, accessTokenSecret: String) {
  val configs = new HashMap[String, String] ++= Seq(
    "apiKey" -> apiKey, "apiSecret" -> apiSecret, "accessToken" -> accessToken, "accessTokenSecret" -> accessTokenSecret)
  println("Configuring Twitter OAuth")
  configs.foreach{ case(key, value) =>
    if (value.trim.isEmpty) {
      throw new Exception("Error setting authentication - value for " + key + " not set")
    }
    val fullKey = "twitter4j.oauth." + key.replace("api", "consumer")
    System.setProperty(fullKey, value.trim)
    println("\tProperty " + fullKey + " set as [" + value.trim + "]")
  }

  println()
}

// Configure Twitter credentials
val apiKey = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXX"
val apiSecret = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX"
val accessToken = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX"
val accessTokenSecret = "XXXXXXXXXXXXXXXXXXXXXXX"
configureTwitterCredentials(apiKey, apiSecret, accessToken, accessTokenSecret)

import org.apache.spark.streaming.twitter._
val sc = new SparkConf().setMaster("local[2]").setAppName("tweets").set("spark.cleaner.ttl","2000")
val ssc = new StreamingContext(sc, Seconds(2))
val tweets = TwitterUtils.createStream(ssc, None)
val twt = tweets.window(Seconds(60))

case class Tweet(createdAt:Long, text:String)
twt.map(status=>
  Tweet(status.getCreatedAt().getTime()/1000, status.getText())
).foreachRDD { rdd=>
  // Below line works only in spark 1.3.0.
  // For spark 1.1.x and spark 1.2.x,
  // use rdd.registerTempTable("tweets") instead.
  //rdd.toDF().registerAsTable("tweets")
  
  //val sqlContext = new org.apache.spark.sql.SQLContext(sc)
    val sqlContext = SQLContext.getOrCreate(rdd.sparkContext)
    import sqlContext._
    import sqlContext.implicits._
  
  rdd.toDF.registerTempTable("tweets")
}

twt.print

ssc.start()

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