import model.Customer
import scala.util.chaining._
import util._
import com.typesafe.scalalogging.LazyLogging
import scala.collection.mutable
class HHCSim(
    private val epsilonMax: Int,
    private val iterations: Int,
    // private val customers: IndexedSeq[Customer],
    private val WLDMax: Float
) extends LazyLogging {
  // private val graph: Array[Array[T]]
  def go(
      customers: Either[String, IndexedSeq[Customer]]
  ): String Either Map[Int, IndexedSeq[(Int, Double)]] =
    customers
      .flatMap(checkEmpty)
      .map(Util.formAdjMatrix)
      .tap(_ => logger.debug("Edge matrix: "))
      .tap(logGraph)
      .map(edges => Util.mstUsingPrims(edges))
      .tap(_ => logger.debug("MST: "))
      .tap(logGraph)
      .map(mst => Util.findCentroids(mst))
      .tap(logCentroids)
      .tap(logRemovedEdges)
      .map(
        e =>
          e match {
            case (mst, centroids, removed) =>
              Util.findClusters(mst, centroids, removed)
          }
      )
      .tap(logClusters)
      .map(
        e =>
          e match {
            case (centroids, clusters, removed) =>
              Util.groupClusters(centroids, clusters, removed)
          }
      )

  def checkEmpty(
      customers: IndexedSeq[Customer]
  ): Either[String, IndexedSeq[Customer]] =
    customers.length match {
      case 0 => Left("Error input was empty")
      case _ => Right(customers)
    }

  def logGraph(it: Either[String, Array[Array[Double]]]): Unit =
    it.map(
      mst => {
        logger.whenDebugEnabled {
          mst.foreach { e =>
            e.foreach { d =>
              print(f"$d%.2f, ")
            }
            println
          }
        }
      }
    )

  def logCentroids(
      e: Either[
        String,
        (Array[Array[Double]], IndexedSeq[Int], IndexedSeq[(Int, Int, Double)])
      ]
  ) = e.map(f => logger.debug(s"\nCentroids: \n ${f._2.toString}"))

  def logRemovedEdges(
      e: Either[
        String,
        (Array[Array[Double]], IndexedSeq[Int], IndexedSeq[(Int, Int, Double)])
      ]
  ) =
    e.map(
      f =>
        logger.whenDebugEnabled {
          println(s"Removed Edges: \n${f._3.toString}")
        }
    )

  def logClusters(
      e: Either[
        String,
        (
            IndexedSeq[Int],
            Map[Int, mutable.ArrayBuffer[Int]],
            IndexedSeq[(Int, Int, Double)]
        )
      ]
  ) =
    e.map(
      f => logger.whenDebugEnabled { println(s"Clusters: \n${f._2.toString}") }
    )
}