Scala中的泛型类型推断 [英] Generic type inference in Scala

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问题描述

我写了下面的代码,这在scala中实际上是一个愚蠢的合并排序实现:

  import scala。 collection.immutable.List 

object MergeSort {
def sort [T,E](comparator:(E,E)=> Int)(l:List [T]):List [T] = {
def merge [T](first:List [T],second:List [T]):List [T] =(first,second)match {
case(_, List())=>首先
case(List(),_)=>如果比较器(f.asInstanceOf [E],s.asInstanceOf [E])是第二个
的情况(f :: restFirst,s :: restSecond) 0 => f :: merge(restFirst,second)
case(f :: restFirst,s :: restSecond)=> s :: merge(first,restSecond)
}

l match {
case List()=>返回l
case List(x)=>返回l
case _ =>
val(first,second)= l.splitAt(l.length / 2)
merge(sort(比较器)(first),sort(比较器)(second))
}





$ b这不是以下内容,更优雅的解决方案:

  import scala.collection.immutable.List 

对象MergeSort {
def sort [T](comparator:(T,T)=> Int)(l:List [T]):List [T] = {
def merge [T](first:List [T ],second:List [T]):List [T] =(first,second)match {
case(_,List())=>首先
case(List(),_)=>第二个
的情况(f :: restFirst,s :: restSecond)如果比较器(f,s)< 0 => f :: merge(restFirst,second)
case(f :: restFirst,s :: restSecond)=> s :: merge(first,restSecond)
}

l match {
case List()=>返回l
case List(x)=>返回l
case _ =>
val(first,second)= l.splitAt(l.length / 2)
merge(sort(比较器)(first),sort(比较器)(second))
}
}
}
}

我收到以下错误消息:

  MergeSort.scala:10:type mismatch; 
[error] found:f.type(with underlying type T)
[error] required:T
[error] case(f :: restFirst,s :: restSecond)if comparator f,s) 0 => f :: merge(restFirst,second)

为什么显式转换是必要的,因为底层类型是T ?

解决方案

这是我能想到的最烦人的Scala陷阱之一(也许在与运算符分号推理相关的问题之后) 。你是正确答案的三个字符。



问题是 merge 上的类型参数。它引入了一个新的 T ,它在 sort 上隐藏 T 类型参数C>。因此,编译器不知道 comparator 可以应用于新的 T 的实例。你可以通过剧组来控制它,这就是为什么你的第一个版本可以工作,但是否则它会将 T 看作是一张空白页。



只需写下 def merge(first:List [T],... ,你就可以了。


I've written the following code, which is actually a dumb merge-sort implementation in scala:

import scala.collection.immutable.List

object MergeSort {
    def sort[T,E]( comparator: (E,E) => Int ) (l: List[T]): List[T] = {
        def merge[T](first: List[T], second: List[T]): List[T] = (first, second) match {
                case (_, List()) => first
                case (List(), _) => second
                case (f::restFirst, s::restSecond) if comparator(f.asInstanceOf[E],s.asInstanceOf[E]) < 0 => f :: merge(restFirst, second)
                case (f::restFirst, s::restSecond) => s :: merge(first, restSecond)
            }

        l match {
            case List() => return l
            case List(x) => return l
            case _ => {
                val (first, second) = l.splitAt( l.length / 2 )
                merge( sort(comparator)(first), sort(comparator)(second) )
            }
        }
    }
}

This is instead of the following, more elegant, solution:

import scala.collection.immutable.List

object MergeSort {
    def sort[T]( comparator: (T,T) => Int ) (l: List[T]): List[T] = {
        def merge[T](first: List[T], second: List[T]): List[T] = (first, second) match {
                case (_, List()) => first
                case (List(), _) => second
                case (f::restFirst, s::restSecond) if comparator(f,s) < 0 => f :: merge(restFirst, second)
                case (f::restFirst, s::restSecond) => s :: merge(first, restSecond)
            }

        l match {
            case List() => return l
            case List(x) => return l
            case _ => {
                val (first, second) = l.splitAt( l.length / 2 )
                merge( sort(comparator)(first), sort(comparator)(second) )
            }
        }
    }
}

Which doesn't compile, giving me the following error message:

MergeSort.scala:10: type mismatch;
[error]  found   : f.type (with underlying type T)
[error]  required: T
[error]  case (f::restFirst, s::restSecond) if comparator(f,s) < 0 => f :: merge(restFirst, second)

Why is the explicit cast necessary since the underlying type is T ?

解决方案

This is one of the most annoying Scala gotchas I can think of (maybe after semicolon inference-related issues with operators). You're three characters from the correct answer.

The problem is the type parameter on merge. It introduces a new T that shadows the T type parameter on sort. The compiler therefore doesn't know that comparator can be applied to instances of that new T. You can boss it around with a cast, which is why your first version works, but otherwise it sees that T as a blank slate.

Just write def merge(first: List[T], ... and you'll be fine.

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