in cassovary-examples/src/main/scala/RandomWalk.scala [26:50]
def main(args: Array[String]) {
val numNodes = if (args.length > 0) args(0).toInt else 3
printf("Generating a random graph with %d nodes...\n", numNodes)
val graph = TestGraphs.generateRandomGraph(numNodes,
TestGraphs.getProbEdgeRandomDirected(numNodes, 10 min numNodes))
printf("\nGenerated a random directed graph with %s nodes and %s edges.\n",
graph.nodeCount, graph.edgeCount)
val numSteps = 1000L * 1000L
val walkParams = RandomWalkParams(numSteps, 0.1, None, Some(2))
val graphUtils = new GraphUtils(graph)
printf("Now doing a random walk of %s steps from Node 0...\n", numSteps)
val elapsed = Stopwatch.start()
val (topNeighbors, paths) = graphUtils.calculatePersonalizedReputation(0, walkParams)
val duration = elapsed()
printf("Random walk visited %s nodes in %s ms:\n", topNeighbors.size, duration.inMillis.toInt)
printf("%8s%10s\t%s\n", "NodeId", "#Visits", "Top 2 Paths with counts")
topNeighbors.toList.sortWith((x1, x2) => x2._2.intValue < x1._2.intValue).take(10).foreach { case (id, numVisits) =>
if (paths.isDefined) {
val topPaths = paths.get(id).map { case (DirectedPath(nodes), count) =>
nodes.mkString("->") + " (%s)".format(count)
}
printf("%8s%10s\t%s\n", id, numVisits, topPaths.mkString(" | "))
}
}