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Scala example source code file (Tree.scala)

This example Scala source code file (Tree.scala) is included in the alvinalexander.com "Java Source Code Warehouse" project. The intent of this project is to help you "Learn Scala by Example" TM.

Learn more about this Scala project at its project page.

Java - Scala tags/keywords

equal, monoid, node, order, stream, string, trampoline, tree, treeequal

The Tree.scala Scala example source code

package scalaz

import scalaz.Free.Trampoline
import scalaz.Trampoline._
import std.stream.{streamInstance, streamMonoid}

/**
 * A multi-way tree, also known as a rose tree. Also known as Cofree[Stream, A].
 */
sealed abstract class Tree[A] {

  import Tree._

  /** The label at the root of this tree. */
  def rootLabel: A

  /** The child nodes of this tree. */
  def subForest: Stream[Tree[A]]

  def foldMapTrampoline[B: Monoid](f: A => B): Trampoline[B] = {
    for {
      root <- delay(f(rootLabel))
      subForests <- Foldable[Stream].foldMap[Tree[A], Trampoline[B]](subForest)(_.foldMapTrampoline(f))
    } yield Monoid[B].append(root, subForests)
  }

  /** Maps the elements of the Tree into a Monoid and folds the resulting Tree. */
  def foldMap[B: Monoid](f: A => B): B =
    foldMapTrampoline[B](f).run

  def foldRight[B](z: => B)(f: (A, => B) => B): B =
    Foldable[Stream].foldRight(flatten, z)(f)

  /** A 2D String representation of this Tree. */
  def drawTree(implicit sh: Show[A]): String = {
    val reversedLines = draw.run
    val first = new StringBuilder(reversedLines.head.toString.reverse)
    val rest = reversedLines.tail
    rest.foldLeft(first) { (acc, elem) =>
      acc.append("\n").append(elem.toString.reverse)
    }.append("\n").toString
  }

  /** A histomorphic transform. Each element in the resulting tree
   * is a function of the corresponding element in this tree
   * and the histomorphic transform of its children.
   **/
  def scanr[B](g: (A, Stream[Tree[B]]) => B): Tree[B] = {
    val c = Need(subForest.map(_.scanr(g)))
    Node(g(rootLabel, c.value), c.value)
  }

  /** A 2D String representation of this Tree, separated into lines.
    * Uses reversed StringBuilders for performance, because they are
    * prepended to.
    **/
  private def draw(implicit sh: Show[A]): Trampoline[Vector[StringBuilder]] = {
    import Trampoline._
    val branch = " -+" // "+- ".reverse
    val stem = " -`" // "`- ".reverse
    val trunk = "  |" // "|  ".reverse

    def drawSubTrees(s: Stream[Tree[A]]): Trampoline[Vector[StringBuilder]] = s match {
      case ts if ts.isEmpty       => done(Vector.empty[StringBuilder])
      case t #:: ts if ts.isEmpty => suspend(t.draw).map(subtree => new StringBuilder("|") +: shift(stem, "   ", subtree))
      case t #:: ts               => for {
                                       subtree <- suspend(t.draw)
                                       otherSubtrees <- suspend(drawSubTrees(ts))
                                     } yield new StringBuilder("|") +: (shift(branch, trunk, subtree) ++ otherSubtrees)
    }

    def shift(first: String, other: String, s: Vector[StringBuilder]): Vector[StringBuilder] = {
      var i = 0
      while (i < s.length) {
        if (i == 0) s(i).append(first)
        else s(i).append(other)
        i += 1
      }
      s
    }

    drawSubTrees(subForest).map { subtrees =>
      new StringBuilder(sh.shows(rootLabel).reverse) +: subtrees
    }
  }

  /** Pre-order traversal. */
  def flatten: Stream[A] = {
    def squish(tree: Tree[A], xs: Stream[A]): Stream[A] =
      Stream.cons(tree.rootLabel, Foldable[Stream].foldRight(tree.subForest, xs)(squish(_, _)))

    squish(this, Stream.Empty)
  }

  /** Breadth-first traversal. */
  def levels: Stream[Stream[A]] = {
    val f = (s: Stream[Tree[A]]) => {
      Foldable[Stream].foldMap(s)((_: Tree[A]).subForest)
    }
    Stream.iterate(Stream(this))(f) takeWhile (!_.isEmpty) map (_ map (_.rootLabel))
  }

  def toStrictTree: StrictTree[A] = {
    import std.vector.vectorInstance

    def trampolined(t: Tree[A]): Trampoline[StrictTree[A]] = {
      t match {
        case Tree.Leaf(root) =>
          Trampoline.done(StrictTree.Leaf(root))
        case Tree.Node(root, forest) =>
          for {
            strictForest <- Applicative[Trampoline].traverse(forest.toVector)(trampolined)
          } yield StrictTree(root, strictForest)
      }
    }

    trampolined(this).run
  }

  /** Binds the given function across all the subtrees of this tree. */
  def cobind[B](f: Tree[A] => B): Tree[B] = unfoldTree(this)(t => (f(t), () => t.subForest))

  /** A TreeLoc zipper of this tree, focused on the root node. */
  def loc: TreeLoc[A] = TreeLoc.loc(this, Stream.Empty, Stream.Empty, Stream.Empty)

  /** Turns a tree of pairs into a pair of trees. */
  def unzip[A1, A2](implicit p: A => (A1, A2)): (Tree[A1], Tree[A2]) = {
    val uz = Need(subForest.map(_.unzip))
    val fst = Need(uz.value map (_._1))
    val snd = Need(uz.value map (_._2))
    (Node(rootLabel._1, fst.value), Node(rootLabel._2, snd.value))
  }

  def foldNode[Z](f: A => Stream[Tree[A]] => Z): Z =
    f(rootLabel)(subForest)

  def map[B](f: A => B): Tree[B] =
    Node(f(rootLabel), subForest map (_ map f))

  def flatMap[B](f: A => Tree[B]): Tree[B] = {
    val r: Tree[B] = f(rootLabel)
    Node(r.rootLabel, r.subForest #::: subForest.map(_.flatMap(f)))
  }

  def traverse1[G[_] : Apply, B](f: A => G[B]): G[Tree[B]] = {
    val G = Apply[G]
    import Stream._
    subForest match {
      case Empty => G.map(f(rootLabel))(Leaf(_))
      case x #:: xs => G.apply2(f(rootLabel), NonEmptyList.nel(x, IList.fromFoldable(xs)).traverse1(_.traverse1(f))) {
        case (h, t) => Node(h, t.list.toStream)
      }
    }
  }

}

sealed abstract class TreeInstances {
  implicit val treeInstance: Traverse1[Tree] with Monad[Tree] with Comonad[Tree] with Align[Tree] with Zip[Tree] = new Traverse1[Tree] with Monad[Tree] with Comonad[Tree] with Align[Tree] with Zip[Tree] {
    def point[A](a: => A): Tree[A] = Tree.Leaf(a)
    def cobind[A, B](fa: Tree[A])(f: Tree[A] => B): Tree[B] = fa cobind f
    def copoint[A](p: Tree[A]): A = p.rootLabel
    override def map[A, B](fa: Tree[A])(f: A => B) = fa map f
    def bind[A, B](fa: Tree[A])(f: A => Tree[B]): Tree[B] = fa flatMap f
    def traverse1Impl[G[_]: Apply, A, B](fa: Tree[A])(f: A => G[B]): G[Tree[B]] = fa traverse1 f
    override def foldRight[A, B](fa: Tree[A], z: => B)(f: (A, => B) => B): B = fa.foldRight(z)(f)
    override def foldMapRight1[A, B](fa: Tree[A])(z: A => B)(f: (A, => B) => B) = (fa.flatten.reverse: @unchecked) match {
      case h #:: t => t.foldLeft(z(h))((b, a) => f(a, b))
    }
    override def foldLeft[A, B](fa: Tree[A], z: B)(f: (B, A) => B): B =
      fa.flatten.foldLeft(z)(f)
    override def foldMapLeft1[A, B](fa: Tree[A])(z: A => B)(f: (B, A) => B): B = fa.flatten match {
      case h #:: t => t.foldLeft(z(h))(f)
    }
    override def foldMap[A, B](fa: Tree[A])(f: A => B)(implicit F: Monoid[B]): B = fa foldMap f
    def alignWith[A, B, C](f: (\&/[A, B]) ⇒ C) = {
      def align(ta: Tree[A], tb: Tree[B]): Tree[C] =
        Tree.Node(f(\&/(ta.rootLabel, tb.rootLabel)), Align[Stream].alignWith[Tree[A], Tree[B], Tree[C]]({
          case \&/.This(sta) ⇒ sta map {a ⇒ f(\&/.This(a))}
          case \&/.That(stb) ⇒ stb map {b ⇒ f(\&/.That(b))}
          case \&/(sta, stb) ⇒ align(sta, stb)
        })(ta.subForest, tb.subForest))
      align _
    }
    def zip[A, B](aa: => Tree[A], bb: => Tree[B]) = {
      val a = aa
      val b = bb
      Tree.Node(
        (a.rootLabel, b.rootLabel),
        Zip[Stream].zipWith(a.subForest, b.subForest)(zip(_, _))
      )
    }
  }

  implicit def treeEqual[A](implicit A0: Equal[A]): Equal[Tree[A]] =
    new TreeEqual[A] { def A = A0 }

  implicit def treeOrder[A](implicit A0: Order[A]): Order[Tree[A]] =
    new Order[Tree[A]] with TreeEqual[A] {
      def A = A0
      import std.stream._
      override def order(x: Tree[A], y: Tree[A]) =
        A.order(x.rootLabel, y.rootLabel) match {
          case Ordering.EQ =>
            Order[Stream[Tree[A]]].order(x.subForest, y.subForest)
          case x => x
        }
    }

  /* TODO
  def applic[A, B](f: Tree[A => B]) = a => Tree.node((f.rootLabel)(a.rootLabel), implicitly[Applic[newtypes.ZipStream]].applic(f.subForest.map(applic[A, B](_)).ʐ)(a.subForest ʐ).value)
   */
}

object Tree extends TreeInstances {
  /**
   * Node represents a tree node that may have children.
   *
   * You can use Node for tree construction or pattern matching.
   */
  object Node {
    def apply[A](root: => A, forest: => Stream[Tree[A]]): Tree[A] = {
      new Tree[A] {
        private[this] val rootc = Need(root)
        private[this] val forestc = Need(forest)
        def rootLabel = rootc.value
        def subForest = forestc.value

        override def toString = "<tree>"
      }
    }

    def unapply[A](t: Tree[A]): Option[(A, Stream[Tree[A]])] = Some((t.rootLabel, t.subForest))
  }

  /**
   *  Leaf represents a a tree node with no children.
   *
   *  You can use Leaf for tree construction or pattern matching.
   */
  object Leaf {
    def apply[A](root: => A): Tree[A] = {
      Node(root, Stream.empty)
    }

    def unapply[A](t: Tree[A]): Option[A] = {
      t match {
        case Node(root, Stream.Empty) =>
          Some(root)
        case _ =>
          None
      }
    }
  }

  def unfoldForest[A, B](s: Stream[A])(f: A => (B, () => Stream[A])): Stream[Tree[B]] =
    s.map(unfoldTree(_)(f))

  def unfoldTree[A, B](v: A)(f: A => (B, () => Stream[A])): Tree[B] =
    f(v) match {
      case (a, bs) => Node(a, unfoldForest(bs.apply())(f))
    }
}

private trait TreeEqual[A] extends Equal[Tree[A]] {
  def A: Equal[A]

  override final def equal(a1: Tree[A], a2: Tree[A]) = {
    def corresponds[B](a1: Stream[Tree[A]], a2: Stream[Tree[A]]): Trampoline[Boolean] = {
      (a1.isEmpty, a2.isEmpty) match {
        case (true, true) => Trampoline.done(true)
        case (_, true) | (true, _) => Trampoline.done(false)
        case _ =>
          for {
            heads <- trampolined(a1.head, a2.head)
            tails <- corresponds(a1.tail, a2.tail)
          } yield heads && tails
      }
    }

    def trampolined(a1: Tree[A], a2: Tree[A]): Trampoline[Boolean] = {
      for {
        roots <- Trampoline.done(A.equal(a1.rootLabel, a2.rootLabel))
        subForests <- corresponds(a1.subForest, a2.subForest)
      } yield roots && subForests
    }

    trampolined(a1, a2).run
  }

}

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