How to extend a Scala list to enable slicing not by explicit position but by given predicate/condition

问题

For

trait Item
case class TypeA(i: Int) extends Item
case class TypeB(i: Int) extends Item

consider a Scala list of items such as

val myList = List(TypeA(1), TypeB(11), TypeB(12), 
                  TypeA(2), TypeB(21), 
                  TypeA(3), TypeB(31))

The goal is to define a new slice method that can be applied onto myList and which takes a predicate or condition as argument; for instance

myList.slice { x => x.isInstanceOf[TypeA] }

would deliver

List(List(TypeA(1), TypeB(11), TypeB(12)), 
     List(TypeA(2), TypeB(21)), 
     List(TypeA(3), TypeB(31)))

In this example, an identical result would be achieved by

myList.slice { case TypeA(x) => x < 10 }

Many Thanks.

回答1:

List already has a slice method - it takes a subset of elements between a start and end index. What you're looking for is repeated application of the span method:

def span(p: (A) ⇒ Boolean): (List[A], List[A])

Which is documented as:

Splits this list into a prefix/suffix pair according to a predicate.

Note: c span p is equivalent to (but possibly more efficient than) (c takeWhile p, c dropWhile p), provided the evaluation of the predicate p does not cause any side-effects.

returns: a pair consisting of the longest prefix of this list whose elements all satisfy p, and the rest of this list.

You can get what you need by repeatedly using this method with an inverse predicate, and an extra bit of logic to ensure that none of the returned Lists are empty.

import annotation.tailrec

def multiSpan[A](xs: List[A])(splitOn: (A) => Boolean): List[List[A]] = {
  @tailrec
  def loop(xs: List[A], acc: List[List[A]]) : List[List[A]] = xs match {
    case Nil => acc

    case x :: Nil => List(x) :: acc

    case h :: t =>
      val (pre,post) = t.span(!splitOn(_))
      loop(post, (h :: pre) :: acc)
  }
  loop(xs, Nil).reverse
}

UPDATE

As requested in comments on the original post, here's a version that enriches list instead of being a standalone method:

implicit class AddMultispanToList[A](val list: List[A]) extends AnyVal {
  def multiSpan(splitOn: (A) => Boolean): List[List[A]] = {
    @tailrec
    def loop(xs: List[A], acc: List[List[A]]) : List[List[A]] = xs match {
      case Nil => acc

      case x :: Nil => List(x) :: acc

      case h :: t =>
        val (pre,post) = t.span(!splitOn(_))
        loop(post, (h :: pre) :: acc)
    }
    loop(list, Nil).reverse
  }
}

Use as:

myList.multiSpan(_.isInstanceOf[TypeA])

回答2:

Why couldn't you use partition method from the standard API?

example:

scala> val l = List(3,5,4,6)
l: List[Int] = List(3, 5, 4, 6)

scala> 

scala> val (odd,even) = l.partition(_ %2 ==1)
odd: List[Int] = List(3, 5)
even: List[Int] = List(4, 6)

For your example:

scala> val (typeA,typeB) = myList.partition(_.isInstanceOf[TypeA])
typeA: List[Product with Serializable with Item] = List(TypeA(1), TypeA(2), TypeA(3))
typeB: List[Product with Serializable with Item] = List(TypeB(11), TypeB(12), TypeB(21), TypeB(31))

回答3:

Aren't you looking for filter, which works (almost) without any tweaks for your examples?

$ sbt console
scala> trait Item
scala> case class TypeA(i: Int) extends Item
scala> case class TypeB(i: Int) extends Item
scala> val myList = List(TypeA(1), TypeB(11), TypeB(12), 
                         TypeA(2), TypeB(21), 
                         TypeA(3), TypeB(31))
myList: List[Product with Serializable with Item] = List(TypeA(1), TypeB(11), TypeB(12), TypeA(2), TypeB(21), TypeA(3), TypeB(31))

your first works unaltered:

scala> myList.filter { x => x.isInstanceOf[TypeA] }
res0: List[Product with Serializable with Item] = List(TypeA(1), TypeA(2), TypeA(3))

your second requires a default case:

scala> myList.filter { case TypeA(x) => x < 10; case _ => false }
res2: List[Product with Serializable with Item] = List(TypeA(1(3))

See also collect, which takes a partial function instead of a boolean predicate:

scala> myList.collect { case z @ TypeA(x) if x < 10 => z }
res3: List[TypeA] = List(TypeA(1), TypeA(2), TypeA(3))

and can transform as well:

scala> myList.collect { case TypeA(x) if x < 10 => x }
res4: List[Int] = List(1, 2, 3)

来源：https://stackoverflow.com/questions/21800041/how-to-extend-a-scala-list-to-enable-slicing-not-by-explicit-position-but-by-giv

标签

list

scala

collections

slice