Run a simple spark code in Scala IDE - scala

Question

I want to use Scala IDE and run spark code on Windows 7. I already installed Scala IDE and start with creating a scala project. So I need to know:
Is there any instruction to run the following code in Scala IDE:
/* SimpleApp.scala */
import org.apache.spark.SparkContext
import org.apache.spark.SparkContext._
import org.apache.spark.SparkConf
object SimpleApp {
def main(args: Array[String]) {
val logFile = "D:/Spark_Installation/eclipse-ws/Scala/README.md" // Should be some file on your system
val conf = new SparkConf().setAppName("Simple Application")
.setMaster("spark://myhost:7077")
val sc = new SparkContext(conf)
val logData = sc.textFile(logFile, 2).cache()
val numAs = logData.filter(line => line.contains("a")).count()
val numBs = logData.filter(line => line.contains("b")).count()
println("Lines with a: %s, Lines with b: %s".format(numAs, numBs))
}
}
When I run this code I got the following errors:
15/03/26 11:59:55 INFO AppClient$ClientActor: Connecting to master akka.tcp://sparkMaster#myhost:7077/user/Master...
15/03/26 11:59:58 WARN AppClient$ClientActor: Could not connect to akka.tcp://sparkMaster#myhost:7077: akka.remote.InvalidAssociation: Invalid address: akka.tcp://sparkMaster#myhost:7077
15/03/26 11:59:58 WARN Remoting: Tried to associate with unreachable remote address [akka.tcp://sparkMaster#myhost:7077]. Address is now gated for 5000 ms, all messages to this address will be delivered to dead letters. Reason: myhost
15/03/26 12:00:15 INFO AppClient$ClientActor: Connecting to master akka.tcp://sparkMaster#myhost:7077/user/Master...
15/03/26 12:00:17 WARN AppClient$ClientActor: Could not connect to akka.tcp://sparkMaster#myhost:7077: akka.remote.InvalidAssociation: Invalid address: akka.tcp://sparkMaster#myhost:7077
15/03/26 12:00:17 WARN Remoting: Tried to associate with unreachable remote address [akka.tcp://sparkMaster#myhost:7077]. Address is now gated for 5000 ms, all messages to this address will be delivered to dead letters. Reason: myhost
15/03/26 12:00:35 INFO AppClient$ClientActor: Connecting to master akka.tcp://sparkMaster#myhost:7077/user/Master...
15/03/26 12:00:37 WARN AppClient$ClientActor: Could not connect to akka.tcp://sparkMaster#myhost:7077: akka.remote.InvalidAssociation: Invalid address: akka.tcp://sparkMaster#myhost:7077
15/03/26 12:00:37 WARN Remoting: Tried to associate with unreachable remote address [akka.tcp://sparkMaster#myhost:7077]. Address is now gated for 5000 ms, all messages to this address will be delivered to dead letters. Reason: myhost
15/03/26 12:00:55 ERROR SparkDeploySchedulerBackend: Application has been killed. Reason: All masters are unresponsive! Giving up.
15/03/26 12:00:55 ERROR TaskSchedulerImpl: Exiting due to error from cluster scheduler: All masters are unresponsive! Giving up.
15/03/26 12:00:55 WARN SparkDeploySchedulerBackend: Application ID is not initialized yet.

Answer 1

Do you have a spark master set up? If not, Have a look at this:
http://spark.apache.org/docs/1.2.1/submitting-applications.html#master-urls
You would mostly want to use
local[*]
which would use each core that your local computer has, instead of using:
spark://myhost:7077
The spark:// assumes you have a spark master setup at myhost:7077

Answer 2

If you are running as a local standalone cluster then please use local[*] that means use all the cores your machine has. So now your sparkconf object creation would look like following.val conf = new SparkConf().setAppName("Simple Application").setMaster("local[*]")