How to compose functions that return Option[List] in Scala?

问题

Suppose I have two functions to get orders and order items:

def getOrders(): Option[List[Int]] = ...
def getOrderItems(orderId: Int): Option[List[Int]] = ...

Note that both functions return Option[List] since each function may fail.

Now I would like to get Option of List of all order items as follows:

return Some[List] if both functions return Some and
None if any of them returns None.

I tried to compose these functions with for (see below) but it did not work.

val allOrderItems = for {
  orderIds   <- getOrders();
  orderId    <- orderIds;
  orderItems <- getOrderItems(orderId)
} yield orderItems

How can I build a function getAllOrderItems():Option[List[Int]] using functions getOrders and getOrderItems ?

回答1:

You really want to be able to turn the middle two layers of Option[List[Option[List[Int]]]] inside out, so that you can get the options and lists next to each other. This operation is called sequencing, and it's provided by Scalaz:

import scalaz._, Scalaz._

val items: Option[List[Int]] =
  getOrders.flatMap(_.map(getOrderItems).sequence).map(_.flatten)

You could equivalently use traverse, which combines the map and sequence operations:

val items: Option[List[Int]] =
  getOrders.flatMap(_ traverse getOrderItems).map(_.flatten)

If you don't want to use Scalaz, you could write your own (less polymorphic) sequence:

def sequence[A](xs: List[Option[A]]) = xs.foldRight(Some(Nil): Option[List[A]]) {
  case (Some(h), Some(t)) => Some(h :: t)
  case _ => None
}

And then:

val items: Option[List[Int]] = getOrders.flatMap(
  orderIds => sequence(orderIds.map(getOrderItems))
).map(_.flatten)

The monad transformation solution is actually pretty straightforward as well (if you're willing to use Scalaz):

val items: Option[List[Int]] = (
  for {
    orderId <- ListT(getOrders)
    itemId  <- ListT(getOrderItems(orderId))
  } yield itemId
).underlying

The nice thing about this approach is that you don't have to think about where you need to flatten, sequence, etc.—the plain old monadic operations do exactly what you want.

回答2:

The simplest modification I could think of is as below:

for{
    orderId <- getOrders.getOrElse(Nil)
    items <- getOrderItems(orderId)
} yield items

The for comprehension uses the first statement to determins the rest the types. For instance in the above the type List[Int] would be infered and this is different from Option[List[Int]].

来源：https://stackoverflow.com/questions/22296961/how-to-compose-functions-that-return-optionlist-in-scala

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scala

monads