Given a collection in Scala, I'd like to traverse this collection and for each object I'd like to emit (yield) from 0 to multiple elements that should be joined together into a new collection.
For example, I expect something like this:
val input = Range(0, 15)
val output = input.somefancymapfunction((x) => {
if (x % 3 == 0)
yield(s"${x}/3")
if (x % 5 == 0)
yield(s"${x}/5")
})
to build an output
collection that will contain
(0/3, 0/5, 3/3, 5/5, 6/3, 9/3, 10/5, 12/3)
Basically, I want a superset of what filter
(1 → 0..1) and map
(1 → 1) allows to do: mapping (1 → 0..n).
Obviously, it's possible to do so in non-functional maneer, like:
var output = mutable.ListBuffer()
input.foreach((x) => {
if (x % 3 == 0)
output += s"${x}/3"
if (x % 5 == 0)
output += s"${x}/5"
})
I know of flatMap
, but it again, either:
1) becomes really ugly if we're talking about arbitrary number of output elements:
val output = input.flatMap((x) => {
val v1 = if (x % 3 == 0) {
Some(s"${x}/3")
} else {
None
}
val v2 = if (x % 5 == 0) {
Some(s"${x}/5")
} else {
None
}
List(v1, v2).flatten
})
2) requires usage of mutable collections inside it:
val output = input.flatMap((x) => {
val r = ListBuffer[String]()
if (x % 3 == 0)
r += s"${x}/3"
if (x % 5 == 0)
r += s"${x}/5"
r
})
which is actually even worse that using mutable collection from the very beginning, or
3) requires major logic overhaul:
val output = input.flatMap((x) => {
if (x % 3 == 0) {
if (x % 5 == 0) {
List(s"${x}/3", s"${x}/5")
} else {
List(s"${x}/3")
}
} else if (x % 5 == 0) {
List(s"${x}/5")
} else {
List()
}
})
which is, IMHO, also looks ugly and requires duplicating the generating code.
Last, but not least, I can roll my own function of that kind:
def myMultiOutputMap[T, R](coll: TraversableOnce[T], func: (T, ListBuffer[R]) => Unit): List[R] = {
val out = ListBuffer[R]()
coll.foreach((x) => func.apply(x, out))
out.toList
}
which can be used almost like I want:
val output = myMultiOutputMap[Int, String](input, (x, out) => {
if (x % 3 == 0)
out += s"${x}/3"
if (x % 5 == 0)
out += s"${x}/5"
})
Am I really overlooking something and there's no such functionality in standard Scala collection libraries?
This question bears some similarity to Can I yield or map one element into many in Scala? — but that question discusses 1 element → 3 elements mapping, and I want 1 element → arbitrary number of elements mapping.
Please note that this is not the question about division / divisors, such conditions are included purely for illustrative purposes.
Rather than having a separate case for each divisor, put them in a container and iterate over them in a for comprehension:
val output = for {
n <- input
d <- Seq(3, 5)
if n % d == 0
} yield s"$n/$d"
Or equivalently in a collect
nested in a flatMap
:
val output = input.flatMap { n =>
Seq(3, 5).collect {
case d if n % d == 0 => s"$n/$d"
}
}
In the more general case where the different cases may have different logic, you can put each case in a separate partial function and iterate over the partial functions:
val output = for {
n <- input
f <- Seq[PartialFunction[Int, String]](
{case x if x % 3 == 0 => s"$x/3"},
{case x if x % 5 == 0 => s"$x/5"})
if f.isDefinedAt(n)
} yield f(n)
You can also use some functional library (e.g. scalaz) to express this:
import scalaz._, Scalaz._
def divisibleBy(byWhat: Int)(what: Int): List[String] =
(what % byWhat == 0).option(s"$what/$byWhat").toList
(0 to 15) flatMap (divisibleBy(3) _ |+| divisibleBy(5))
This uses the semigroup append operation |+|
. For List
s this operation means a simple list concatenation. So for functions Int => List[String]
, this append operation will produce a function that runs both functions and appends their results.
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