Last active
May 13, 2016 03:32
-
-
Save dondrake/1c76f037843986c69a49892cc99f5999 to your computer and use it in GitHub Desktop.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import org.apache.spark.sql.catalyst.encoders.ExpressionEncoder | |
import org.apache.spark.sql.expressions.Aggregator | |
import org.apache.spark.sql.{Encoder,Row} | |
import org.apache.spark.sql.functions._ | |
import java.util.Calendar | |
import sqlContext.implicits._ | |
case class C1(f1: String, f2: String, f3: String, f4:java.sql.Date, f5: Double) | |
case class C2(f2:String, seqC1:Seq[C1]) | |
val teams = sc.parallelize(Seq( | |
C1("hash1", "NLC", "Cubs", java.sql.Date.valueOf("2016-01-23"), 3253.21), | |
C1("hash2", "NLC", "Cardinals", java.sql.Date.valueOf("2014-01-23"), 353.88), | |
C1("hash2", "NLC", "Pirates", java.sql.Date.valueOf("2014-01-23"), 275.66), | |
C1("hash2", "NLC", "Reds", java.sql.Date.valueOf("2014-01-23"), 583.84), | |
C1("hash2", "NLC", "Brewers", java.sql.Date.valueOf("2014-01-23"), 349.12), | |
C1("hash3", "NLW", "Dodgers", java.sql.Date.valueOf("2013-08-15"), 4322.12), | |
C1("hash4", "NLE", "Red Sox", java.sql.Date.valueOf("2010-03-14"), 10283.72) | |
)).toDS | |
val groupDS=teams.groupBy(_.f2).mapGroups( (k, vals) => { | |
val c1Seq = vals.toSeq | |
val first = c1Seq.last | |
C2(first.f1, c1Seq) | |
}) | |
groupDS | |
val gdf = groupDS.toDF | |
gdf.show | |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment