Created
February 19, 2016 08:54
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import org.apache.commons.io.IOUtils | |
import java.net.URL | |
import java.nio.charset.Charset | |
// Zeppelin creates and injects sc (SparkContext) and sqlContext (HiveContext or SqlContext) | |
// So you don't need create them manually | |
// load map data | |
val myMapText = sc.parallelize( | |
IOUtils.toString( | |
new URL("https://gist.githubusercontent.com/Madhuka/74cb9a6577c87aa7d2fd/raw/2f758d33d28ddc01c162293ad45dc16be2806a6b/data.csv"), | |
Charset.forName("utf8")).split("\n")) | |
case class Map(Country:String, Name:String, lat : Float, lan : Float, Altitude : Float) | |
val myMap = myMapText.map(s=>s.split(",")).filter(s=>s(0)!="Country").map( | |
s=>Map(s(0), | |
s(1), | |
s(2).toFloat, | |
s(3).toFloat, | |
s(4).toFloat | |
) | |
) | |
// Below line works only in spark 1.3.0. | |
// For spark 1.1.x and spark 1.2.x,\n// use myMap.registerTempTable(\"myMap\") instead.\n | |
myMap.toDF().registerTempTable("myMap") |
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