The title might be quite vague, but here is the code: https://github.com/amorfis/why-no-implicit
So there is a tool to transform Map[String, Any]
to a simple case class. The tests pass and this piece of code illustrates what it is all about:
case class TargetData(
groupId: String,
validForAnalysis: Boolean,
applicationId: Int
)
val map = Map(
"groupId" -> "123456712345",
"applicationId" -> 31,
"validForAnalysis" -> true
)
val transformed: TargetData = MapDecoder.to[TargetData](map).transform
This code works. It nicely creates the case class instance when provided the simple map
However, the transform
method has to be called "outside" - just like in the example. When I try to move it to the MapDecoder.to
method - the compiler complains about the missing implicit.
So I change the code in MapDecoder.to
from this:
def to[A](map: Map[String, Any]) = new MapDecoderH[A](map)
to this:
def to[A](map: Map[String, Any]) = new MapDecoderH[A](map).transform
and it stops working. Why is that? Why the implicit is provided in one case but not in the other? All that changes is that I want to call the transform
method in other place to have MapDecoder.to
returning the case class not some transformer.
UPDATE:
What if I want to implement to[A]
method inside an object I want to transform? Let's call it DataFrame
, and I want this code to work:
val df: DataFrame = ...
df.to[TargetData] // There is no apply called here
The problem is in such case there is nothing to pass to apply
. It is also not feasible to call it with parens (df.to[TargetData]()
) because then the compiler requires implicits in parens. Is it even possible to solve it without using macros?
Implicit can be provided when the compiler can unambiguously find a value in the current scope with matching type.
Outside def to
compiler sees that you want MapDecoder[TargetData]
.
Inside it sees MapDecoder[A]
and have no reason to believe that A =:= TargetData
.
In such situation you'd have to pass all the implicits as arguments of to
method. From your code it seems it would have to be something like
def to[A, R <: HList](map: Map[String, Any])(implicit
gen: LabelledGeneric.Aux[A, R],
transformer: MapDecoder[R]
) = new MapDecoderH[A](map).transform
but it would break the ergonomy, since you'd have to add additional parameter which should be inferred but cannot - in Scala 2 you are passing all type arguments explicitly or none. There are ways to work around it like by splitting the type param application into 2 calls like this:
class Applier[A] {
def apply[R <: HList](map: Map[String, Any])(implicit
gen: LabelledGeneric.Aux[A, R],
transformer: MapDecoder[R]
) = new MapDecoderH[A](map).transform
}
def to[A] = new Applier[A]
which would be used as
MapDecoder.to[A](map)
desugared by compiler to
MapDecoder.to[A].apply[InferredR](map)(/*implicit*/gen, /*implicit*/transformer)
It would be very similar to MapDecoder.to[TargetData](map).transform
but through a trick it would look much nicer.