Created
          March 10, 2012 13:31 
        
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    Dijkstra using scalding
  
        
  
    
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  | import com.twitter.scalding._ | |
| class DijkstraJob(args: Args) extends Job(args) { | |
| val iteration = args.getOrElse("iteration", "0").toInt | |
| Tsv(args("input"), ('node, 'dist, 'adjacent)) | |
| .read | |
| .flatMap(('node, 'dist, 'adjacent) -> ('node, 'dist, 'adjacent)) { p: (String, Int, String) => | |
| val (node, distance, adjacent) = p | |
| (node, distance, adjacent) +: adjacent.split(":").map { part: String => | |
| (part, distance + 1, "") | |
| } | |
| }.project(('node, 'dist, 'adjacent)) | |
| .groupBy('node) { | |
| _.foldLeft(('dist, 'adjacent) -> ('min, 'adjacent))((Int.MaxValue, "")) { (min: (Int, String), current: (Int, String)) => | |
| if (min._1 < current._1) | |
| (min._1, min._2 + current._2) | |
| else | |
| (current._1, min._2 + current._2) | |
| } | |
| }.write(Tsv(args("output"))) | |
| .then { pipe : RichPipe => | |
| if (iteration > 0) { | |
| Tsv(args("temp"), ('tnode, 'tdist, 'tadjacent)) | |
| .read | |
| .joinWithSmaller('tnode -> 'node, pipe) | |
| .groupAll { | |
| _.count(('min, 'tdist) -> ('count)) { p: (Int, Int) => | |
| val (min, dist) = p | |
| min - dist != 0 | |
| } | |
| } | |
| .write(Tsv(args("diff"))) | |
| } | |
| pipe | |
| } | |
| override def next: Option[Job] = { | |
| val nextArgs = args + ("input", Some(args("output"))) + | |
| ("temp", Some(args("output"))) + | |
| ("output", Some(args("temp"))) + | |
| ("iteration", Some((iteration + 1).toString)) | |
| if (iteration > 0) { | |
| val diff = Tsv(args("diff")).readAtSubmitter[Int].head | |
| if (diff > 0) { | |
| Some(clone(nextArgs)) | |
| } else { | |
| None | |
| } | |
| } else { | |
| Some(clone(nextArgs)) | |
| } | |
| } | |
| } | 
  
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