Created
December 11, 2012 04:18
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parallel pathfinding
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import scala.actors._ | |
import scala.actors.Actor._ | |
import scala.math.{pow,abs} | |
import collection.mutable.HashMap | |
class CoordinatesActor extends Actor { | |
def act = { | |
react { | |
case( caller:Actor, xy:(Int,Int), leftTop:(Int,Int), rightBottom:(Int,Int), path:List[(Int,Int)]) => { | |
// find 8 points around xy - the 3 points to the left, 3 to the right, & one above & below. | |
val (x,y) = xy | |
val res = Seq(x-1,x,x+1).map( a => Seq(y-1,y,y+1).map( b=> (a,b))) | |
.flatten | |
.filterNot( ab => ab._1 == x && ab._2 == y) | |
.filterNot( ab=> ab._1 < leftTop._1 || ab._1 > rightBottom._1) | |
.filterNot( ab=> ab._2 < leftTop._2 || ab._2 > rightBottom._2) | |
.filterNot( ab=> path.contains(ab)) | |
caller! new scala.util.Random().shuffle(res) | |
} | |
} // end react | |
} // end act | |
} | |
object PathFinder { | |
var notDone = new HashMap[Double,Boolean]() | |
def init( p:List[Double]) = { | |
p.foreach( x=> notDone += (x->true)) | |
} | |
} | |
class PathFinder(p:Double, leftTop:(Int,Int), rightBottom:(Int,Int),src:(Int,Int), finish:(Int,Int), path:List[(Int,Int)]) extends Actor { | |
def minkowski( ab:(Int,Int), cd:(Int,Int)) = { | |
val (a,b) = ab | |
val (c,d) = cd | |
pow(pow(abs(a-c),p) + pow(abs(b-d),p), 1.0/p) | |
} | |
def act = { | |
if( PathFinder.notDone(p) ) { | |
new CoordinatesActor().start ! (this, src, leftTop, rightBottom, path) | |
} | |
react { | |
case (dest:List[(Int,Int)]) => { | |
if( dest.size > 0 && PathFinder.notDone(p)) { | |
val mink = dest.map( d => (minkowski( src, d),d )) | |
val minmink = mink.minBy( _._1)._1 | |
val candidates = mink.filter( xy => abs(xy._1 - minmink) < 1e-10).map( xy=> xy._2 ) | |
if (candidates.contains( finish )) { | |
PathFinder.notDone(p) = false | |
println( "p:" + p + ", " + (finish::path).reverse ) | |
} else { | |
if( PathFinder.notDone(p) ) | |
candidates.par.foreach( c => new PathFinder( p,leftTop,rightBottom, c, finish, c::path ).start ) | |
} | |
} | |
} | |
} | |
} | |
} | |
object CoordinatesActor { | |
def main(args:Array[String]) = { | |
// want to go from start coord to finish in the shortest possible way as per p-minkowski | |
val leftTop = (0,0) | |
val rightBottom = (10,10) | |
val startCoord = (0,2) | |
val finish = (10,3) | |
// 1. given a start, end, and a src, | |
// you find all dest points you can get to from that src | |
// find the shortest dest points by minkowski | |
// if you've reached end, report success and bail! | |
// make n actors, n = # of shortest dest | |
// src = each member of shortest dest | |
// GOTO 1 | |
val p = (0.1 to 2.0 by 0.1).toList | |
PathFinder.init(p) | |
p.par.foreach( pp => new PathFinder( pp, leftTop, rightBottom, startCoord, finish, List(startCoord) ).start) | |
} | |
} |
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