I wish to add a list of tuples of integers i.e. given an input list of tuples of arity k, produce a tuple of arity k whose fields are sums of corresponding fields of the tuples in the list.
List( (1,2,3), (2,3,-3), (1,1,1))
(4, 6, 1)
I was trying to use foldLeft
, but I am not able to get it to compile. Right now, I am using a for loop, but I was looking for a more concise solution.
This can be done type safely and very concisely using shapeless,
scala> import shapeless._, syntax.std.tuple._
import shapeless._
import syntax.std.tuple._
scala> val l = List((1, 2, 3), (2, 3, -1), (1, 1, 1))
l: List[(Int, Int, Int)] = List((1,2,3), (2,3,-1), (1,1,1))
scala> l.map(_.toList).transpose.map(_.sum)
res0: List[Int] = List(4, 6, 3)
Notice that unlike solutions which rely on casts, this approach is type safe, and any type errors are detected at compile time rather than at runtime,
scala> val l = List((1, 2, 3), (2, "foo", -1), (1, 1, 1))
l: List[(Int, Any, Int)] = List((1,2,3), (2,foo,-1), (1,1,1))
scala> l.map(_.toList).transpose.map(_.sum)
<console>:15: error: could not find implicit value for parameter num: Numeric[Any]
l.map(_.toList).transpose.map(_.sum)
^
scala> val tuples = List( (1,2,3), (2,3,-3), (1,1,1))
tuples: List[(Int, Int, Int)] = List((1,2,3), (2,3,-3), (1,1,1))
scala> tuples.map(t => t.productIterator.toList.map(_.asInstanceOf[Int])).transpose.map(_.sum)
res0: List[Int] = List(4, 6, 1)
Type information is lost when calling productIterator
on Tuple3
so you have to convert from Any
back to an Int
.
If the tuples are always going to contain the same type I would suggest using another collection such as List
. The Tuple
is better suited for disparate types. When you have the same types and don't lose the type information by using productIterator
the solution is more elegant.
scala> val tuples = List(List(1,2,3), List(2,3,-3), List(1,1,1))
tuples: List[List[Int]] = List(List(1, 2, 3), List(2, 3, -3), List(1, 1, 1))
scala> tuples.transpose.map(_.sum)
res1: List[Int] = List(4, 6, 1)
scala> val list = List( (1,2,3), (2,3,-3), (1,1,1))
list: List[(Int, Int, Int)] = List((1,2,3), (2,3,-3), (1,1,1))
scala> list.foldRight( (0, 0, 0) ){ case ((a, b, c), (a1, b1, c1)) => (a + a1, b + b1, c + c1) }
res0: (Int, Int, Int) = (4,6,1)
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