I'm looking for an elegant way of accessing two items in a Seq at the same time. I've checked earlier in my code that the Seq will have exactly two items. Now I would like to be able to give them names, so they have meaning.
records
.sliding(2) // makes sure we get `Seq` with two items
.map(recs => {
// Something like this...
val (former, latter) = recs
})
Is there an elegant and/or idiomatic way to achieve this in Scala?
I'm not sure if it is any more elegant, but you can also unpick the sequence like this:
val former +: latter +: _ = recs
You can access the elements by their index:
map { recs => {
val (former, latter) = recs(0), recs(1)
}}
You can use pattern matching to decompose the structure of your list:
val records = List("first", "second")
records match {
case first +: second +: Nil => println(s"1: $first, 2: $second")
case _ => // Won't happen (you can omit this)
}
will output
1: first, 2: second
The result of sliding is a List. Using a pattern match, you can give name to these elements like this:
map{ case List(former, latter) =>
...
}
Note that since it's a pattern match, you need to use {} instead of ().
For a records of known types (for example, Int):
records.sliding (2).map (_ match {
case List (former:Int, latter:Int) => former + latter })
Note, that this will unify element (0, 1), then (1, 2), (2, 3) ... and so on. To combine pairwise, use sliding (2, 2):
val pairs = records.sliding (2, 2).map (_ match {
case List (former: Int, latter: Int) => former + latter
case List (one: Int) => one
}).toList
Note, that you now need an extra case for just one element, if the records size is odd.
Related
unfortunately I receive as index -1, whereas I would have liked to receive index 2
Is there an alternative without going through my table for this problem?
val a = Array((1,2),(1,3),(2,1),(4,3));
a.indexOf(Tuple2[Int,Int](2,_))
There is no such thing as an "implicit element". The Tuple2[Int, Int](2, _) is a partially applied pair constructor. Your list does not contain any constructors, so you get a -1.
If you wanted to find the index of the first occurrence of a tuple that has 2 as first element, you could try something like this:
a.indexWhere(_._1 == 2)
or (if you don't remember that there is indexWhere, like me and Dima) :
a.view.zipWithIndex.find{ case ((2, _), idx) => true ; case _ => false }.map(_._2)
or
a.view.zipWithIndex.collect{ case ((2, _), idx) => idx }.headOption
Yeah, that doesn't work (I don't even understand how you manage to get -1 from that, it should not compile at all). indexOf is looking for the exact match on the array element, you can't give it wild cards.
Something like this would do what you want:
a.iterator
.zipWithIndex
.collectFirst { case ((2, _), idx) => idx }
.getOrElse(-1)
Alternatively, use indices, but that only works for arrays:
a.indices.find(a(i)._1 == 2).getOrElse(-1)
You can use indexWhere to find an index of the element, that matches a function predicate, and PartialFunction.cond to convert your pattern to such a predicate:
scala> a.indexWhere(PartialFunction.cond(_) { case (2, _) => true })
res1: Int = 2
How can I reduce a list like below concisely
Seq[Temp] = List(Temp(a,1), Temp(a,2), Temp(b,1))
to
List(Temp(a,2), Temp(b,1))
Only keep Temp objects with unique first param and max of second param.
My solution is with lot of groupBys and reduces which is giving a lengthy answer.
you have to
groupBy
sortBy values in ASC order
get the last one which is the largest
Example,
scala> final case class Temp (a: String, value: Int)
defined class Temp
scala> val data : Seq[Temp] = List(Temp("a",1), Temp("a",2), Temp("b",1))
data: Seq[Temp] = List(Temp(a,1), Temp(a,2), Temp(b,1))
scala> data.groupBy(_.a).map { case (k, group) => group.sortBy(_.value).last }
res0: scala.collection.immutable.Iterable[Temp] = List(Temp(b,1), Temp(a,2))
or instead of sortBy(fn).last you can maxBy(fn)
scala> data.groupBy(_.a).map { case (k, group) => group.maxBy(_.value) }
res1: scala.collection.immutable.Iterable[Temp] = List(Temp(b,1), Temp(a,2))
You can generate a Map with groupBy, compute the max in mapValues and convert it back to the Temp classes as in the following example:
case class Temp(id: String, value: Int)
List(Temp("a", 1), Temp("a", 2), Temp("b", 1)).
groupBy(_.id).mapValues( _.map(_.value).max ).
map{ case (k, v) => Temp(k, v) }
// res1: scala.collection.immutable.Iterable[Temp] = List(Temp(b,1), Temp(a,2))
Worth noting that the solution using maxBy in the other answer is more efficient as it minimizes necessary transformations.
You can do this using foldLeft:
data.foldLeft(Map[String, Int]().withDefaultValue(0))((map, tmp) => {
map.updated(tmp.id, max(map(tmp.id), tmp.value))
}).map{case (i,v) => Temp(i, v)}
This is essentially combining the logic of groupBy with the max operation in a single pass.
Note This may be less efficient because groupBy uses a mutable.Map internally which avoids constantly re-creating a new map. If you care about performance and are prepared to use mutable data, this is another option:
val tmpMap = mutable.Map[String, Int]().withDefaultValue(0)
data.foreach(tmp => tmpMap(tmp.id) = max(tmp.value, tmpMap(tmp.id)))
tmpMap.map{case (i,v) => Temp(i, v)}.toList
Use a ListMap if you need to retain the data order, or sort at the end if you need a particular ordering.
I have a list of strings as shown below, which lists fruits and the cost associated with each. In case of no value, it is assumed to be 5:
val stringList: List[String] = List("apples 20", "oranges", "pears 10")
Now I want to split the string to get tuples of the fruit and the cost. What is the scala way of doing this?
stringList.map(query => query.split(" "))
is not what I want.
I found this which is similar. What is the correct Scala way of doing this?
You could use a regular expression and pattern matching:
val Pat = """(.+)\s(\d+)""".r // word followed by whitespace followed by number
def extract(in: String): (String, Int) = in match {
case Pat(name, price) => (name, price.toInt)
case _ => (in, 5)
}
val stringList: List[String] = List("apples 20", "oranges", "pears 10")
stringList.map(extract) // List((apples,20), (oranges,5), (pears,10))
You have two capturing groups in the pattern. These will be extracted as strings, so you have to convert explicitly using .toInt.
You almost have it:
stringList.map(query => query.split(" "))
is what you want, just add another map to it to change lists to tuples:
.map { list => list.head -> list.lift(1).getOrElse("5").toInt }
or this instead, if you prefer:
.collect {
case Seq(a, b) => a -> b.toInt
case Seq(a) => a -> 5
}
(.collect will silently ignore the occurrences, where there are less than one or more than two elements in the list. You can replace it with .map if you would prefer it to through an error in such cases).
Trying to get a handle on pattern matching here-- coming from a C++/Java background it's very foreign to me.
The point of this branch is to check each member of a List d of tuples [format of (string,object). I want to define three cases.
1) If the counter in this function is larger than the size of the list (defined in another called acc), I want to return nothing (because there is no match)
2) If the key given in the input matches a tuple in the list, I want to return its value (or, whatever is stored in the tuple._2).
3) If there is no match, and there is still more list to iterate, increment and continue.
My code is below:
def get(key:String):Option[Any] = {
var counter: Int = 0
val flag: Boolean = false
x match {
case (counter > acc) => None
case ((d(counter)._1) == key) => d(counter)._2
case _ => counter += 1
}
My issue here is while the first case seems to compile correctly, the second throws an error:
:36: error: ')' expected but '.' found.
case ((d(counter)._1) == key) => d(counter)._2
The third as well:
scala> case _ => counter += 1
:1: error: illegal start of definition
But I assume it's because the second isn't correct. My first thought is that I'm not comparing tuples correctly, but I seem to be following the syntax for indexing into a tuple, so I'm stumped. Can anyone steer me in the right direction?
Hopefully a few things to clear up your confusion:
Matching in scala follows this general template:
x match {
case SomethingThatXIs if(SomeCondition) => SomeExpression
// rinse and repeat
// note that `if(SomeCondition)` is optional
}
It looks like you may have attempted to use the match/case expression as more of an if/else if/else kind of block, and as far as I can tell, the x doesn't really matter within said block. If that's the case, you might be fine with something like
case _ if (d(counter)._1 == key) => d(counter)._2
BUT
Some info on Lists in scala. You should always think of it like a LinkedList, where indexed lookup is an O(n) operation. Lists can be matched with a head :: tail format, and Nil is an empty list. For example:
val myList = List(1,2,3,4)
myList match {
case first :: theRest =>
// first is 1, theRest is List(2,3,4), which you can also express as
// 2 :: 3 :: 4 :: Nil
case Nil =>
// an empty list case
}
It looks like you're constructing a kind of ListMap, so I'll write up a more "functional"/"recursive" way of implementing your get method.
I'll assume that d is the backing list, of type List[(String, Any)]
def get(key: String): Option[Any] = {
def recurse(key: String, list: List[(String, Any)]): Option[Any] = list match {
case (k, value) :: _ if (key == k) => Some(value)
case _ :: theRest => recurse(key, theRest)
case Nil => None
}
recurse(key, d)
}
The three case statements can be explained as follows:
1) The first element in list is a tuple of (k, value). The rest of the list is matched to the _ because we don't care about it in this case. The condition asks if k is equal to the key we are looking for. In this case, we want to return the value from the tuple.
2) Since the first element didn't have the right key, we want to recurse. We don't care about the first element, but we want the rest of the list so that we can recurse with it.
3) case Nil means there's nothing in the list, which should mark "failure" and the end of the recursion. In this case we return None. Consider this the same as your counter > acc condition from your question.
Please don't hesitate to ask for further explanation; and if I've accidentally made a mistake (won't compile, etc), point it out and I will fix it.
I'm assuming that conditionally extracting part of a tuple from a list of tuples is the important part of your question, excuse me if I'm wrong.
First an initial point, in Scala we normally would use AnyRef instead of Object or, if worthwhile, we would use a type parameter which can increase reuse of the function or method and increase type safety.
The three cases you describe can be collapsed into two cases, the first case uses a guard (the if statement after the pattern match), the second case matches the entire non-empty list and searches for a match between each first tuple argument and the key, returning a Some[T] containing the second tuple argument of the matching tuple or None if no match occurred. The third case is not required as the find operation traverses (iterates over) the list.
The map operation after the find is used to extract the second tuple argument (map on an Option returns an Option), remove this operation and change the method's return type to Option[(String, T)] if you want the whole tuple returned.
def f[T](key: String, xs: List[(String, T)], initialCount: Int = 2): Option[T] = {
var counter = initialCount
xs match {
case l: List[(String, T)] if l.size < counter => None
case l: List[(String, T)] => l find {_._1 == key} map {_._2}
}
}
f("A", List(("A", 1), ("B", 2))) // Returns Some(1)
f("B", List(("A", 1), ("B", 2))) // Returns Some(2)
f("A", List(("A", 1))) // Returns None
f("C", List(("A", 1), ("B", 2))) // Returns None
f("C", Nil) // Returns None
First, why are you using a List for that reason? What you need is definitely a Map. Its get() returns None if key is not found and Some(value) if it is found in it.
Second, what is x in your example? Is it the list?
Third, you cannot write case (log) => .. where log is a logical condition, it is in the form of case _ if (log) => ... (as Rex Kerr already pinted out in his comment).
Fouth, you need a recursive function for this (simply increasing the counter will call this only on the second element).
So you'll need something like this (if still prefer sticking to List):
def get(l: List[Tuple2[String, String]], key: String): Option[String] = {
if (l.isEmpty) {
None
} else {
val act = l.head
act match {
case x if (act._1 == key) => Some(act._2)
case _ => get(l.tail, key)
}
}
}
I've obviously done a very poor job of explaining what I'm looking for in my original post so let's try this one more time. What I'm trying to accomplish is the ability to pass a sequence of items, extract one or more of the items, and then pass the REMAINDER of the sequence on to another extractor. Note that by sequence I mean sequence (not necessarily a List). My previous examples used list as the sequence and I gave some examples of extraction using cons (::), but I could just as well pass an Array as my sequence.
I thought I knew how pattern matching and extraction worked but I could be wrong so to avoid any more basic comments and links to how to do pattern matching sites here's my understanding:
If I want to return a single item from my extractor I would define an unapply method. This method takes whatever type I chose as input (the type could be a sequence...) and returns a single optional item (the return type could itself be a sequence). The return must be wrapped in Some if I want a match or None if I don't. Here is an example that takes a sequence as input and returns the same sequence wrapped in Some but only if it contains all Strings. I could very well just return the sequence wrapped in Some and not do anything else, but this seems to cause confusion for people. The key is if it is wrapped in Some then it will match and if it is None it will not. Just to be more clear, the match will also not happen unless the input also matches my unapply methods input type. Here is my example:
object Test {
// In my original post I just returned the Seq itself just to verify I
// had matched but many people commented they didn't understand what I
// was trying to do so I've made it a bit more complicated (e.g. match
// only if the sequence is a sequence of Strings). Hopefully I don't
// screw this up and introduce a bug :)
def unapply[A](xs: Seq[A]): Option[Seq[String]] =
if (xs forall { _.isInstanceOf[String] })
Some(xs.asInstanceOf[Seq[String]])
else
None
}
Using List as an example, I can now perform the following:
// This works
def test1(xs: List[_]) = xs match {
case (s: String) :: Test(rest) =>
println("s = " + s + ", rest = " + rest)
case _ =>
println("no match")
}
test1(List("foo", "bar", "baz")) // "s = foo, rest = List(bar, baz)"
My test1 function takes List as input and extracts the head and tail using cons via the constructor pattern (e.g. ::(s, rest)). It then uses type ascription (: String) to make sure the head (s) is a String. The tail contains List("bar", "baz"). This is a List which means it is also a Seq (sequence). It is then passed as input to my Test extractor which verifies that both "bar" and "baz" are strings and returns the List wrapped in Some. Since Some is returned it is considered a match (although in my original post where I inadvertently mixed up unapplySeq with unapply this didn't work as expected, but that aside...). This is NOT what I'm looking for. This was only an example to show that Test does in fact extract a Seq as input as expected.
Now, here's where I caused mass confusion last time when I inadvertently used unapplySeq instead of unapply in my write up. After much confusion trying to understand the comments that were posted I finally picked up on the mistake. Many thanks to Dan for pointing me in the right direction...
But just be avoid any more confusion, let me clarify my understanding of unapplySeq. Like unapply, unapplySeq takes in whatever argument I choose as input, but instead of returning a single element it returns a sequence of elements. Each item in this sequence can then be used for additional pattern matching. Again, to make a match happen the input type must match and my returned sequence must be wrapped in Some and not be None. When extracting over the sequence of items returned from unapplySeq, you can use _* to match any remaining items not yet matched.
Ok, so my extractor takes a sequence as input and returns a sequence (as a single item) in return. Since I only want to return a single item as a match I need to use unapply NOT unapplySeq. Even though in my case I'm returning a Seq, I don't want unapplySeq because I don't want to do more pattern matching on the items in the Seq. I just want to return the items as a Seq on its own to then be passed to the body of my case match. This sounds confusing, but to those that understand unapply vs unapplySeq I hope it isn't.
So here is what I WANT to do. I want to take something that returns a sequence (e.g. List or Array) and I want to extract a few items from this sequence and then extract the REMAINDER of the items (e.g. _*) as a sequence. Let's call it the remainder sequence. I want to then pass the remainder sequence as input to my extractor. My extractor will then return the remaining items as a single Seq if it matches my criteria. Just to be 100% clear. The List (or Array, etc) will have its unapplySeq extractor called to create the sequence of items. I will extract a one or more of these items and then pass what is left as a sequence to my Test extractor which will use unapply (NOT unapplySeq) to return the remainder. If you are confused by this, then please don't comment...
Here are my tests:
// Doesn't compile. Is there a syntax for this?
def test2(xs: Seq[_]) = xs match {
// Variations tried:
// Test(rest) # _* - doesn't compile (this one seems reasonable to me)
// Test(rest # _*) - doesn't compile (would compile if Test had
// unapplySeq, but in that case would bind List's
// second element to Test as a Seq and then bind
// rest to that Seq (if all strings) - not what I'm
// looking for...). I though that this might work
// since Scala knows Test has no unapplySeq only
// unapply so # _* can be tied to the List not Test
// rest # Test(_*) - doesn't compile (didn't expect to)
case List(s: String, Test(rest) # _*) =>
println("s = " + s + " rest = " + rest)
case _ =>
println("no match")
}
// This works, but messy
def test3(xs: List[_]) = xs match {
case List(s: String, rest # _*) if (
rest match { case Test(rest) => true; case _ => false }
) =>
println("s = " + s + " rest = " + rest)
case _ =>
println("no match")
}
I created test3 based on comments from Julian (thanks Julian..). Some have commented that test3 does what I want so they are confused what I'm looking for. Yes, it accomplishes what I want to accomplish, but I'm not satisfied with it. Daniel's example also works (thanks Daniel), but I'm also not satisfied with having to create another extractor to split things and then do embedded extractions. These solutions seem too much work in order to accomplish something that seems fairly straight forward to me. What I WANT is to make test2 work or know that it can't be done this way. Is the error given because the syntax is wrong? I know that rest # _* will return a Seq, that can be verified here:
def test4(xs: List[_]) = xs match {
case List(s: String, rest # _*) =>
println(rest.getClass) // scala.collection.immutable.$colon$colon
case _ =>
println("no match")
}
It returns cons (::) which is a List which is a Seq. So how can I pass the _* Seq on to my extractor and have is return bound to the variable rest?
Note that I've also tried passing varargs to my unapply constructor (e.g. unapply(xs: A*)...) but that won't match either.
So, I hope it is clear now when I say I want to extract the remainder of a sequence in pattern matching. I'm not sure how else I can word it.
Based on the great feedback from Daniel I'm hoping he is going to have an answer for me :)
I'd like to extract the first item and pass the remainder on to another extractor.
OK. Your test1 does that, exactly. first_item :: Extractor(the_rest). The weird behavior you're seeing comes from your Test extractor. As you already had the answer to your stated question, and as expected behavior from your Test strikes you as a problem with test1, it seems that what you really want is some help with extractors.
So, please read Extractor Objects, from docs.scala-lang.org, and Pattern Matching in Scala (pdf). Although that PDF has an example of unapplySeq, and suggests where you'd want to use it, here are some extra examples:
object Sorted {
def unapply(xs: Seq[Int]) =
if (xs == xs.sortWith(_ < _)) Some(xs) else None
}
object SortedSeq {
def unapplySeq(xs: Seq[Int]) =
if (xs == xs.sortWith(_ < _)) Some(xs) else None
}
Interactively:
scala> List(1,2,3,4) match { case Sorted(xs) => Some(xs); case _ => None }
res0: Option[Seq[Int]] = Some(List(1, 2, 3, 4))
scala> List(4,1,2,3) match { case Sorted(xs) => Some(xs); case _ => None }
res1: Option[Seq[Int]] = None
scala> List(4,1,2,3) match { case first :: Sorted(rest) => Some(first, rest); case _ => None }
res2: Option[(Int, Seq[Int])] = Some((4,List(1, 2, 3)))
scala> List(1,2,3,4) match { case SortedSeq(a,b,c,d) => (a,b,c,d) }
res3: (Int, Int, Int, Int) = (1,2,3,4)
scala> List(4,1,2,3) match { case _ :: SortedSeq(a, b, _*) => (a,b) }
res4: (Int, Int) = (1,2)
scala> List(1,2,3,4) match { case SortedSeq(a, rest # _*) => (a, rest) }
res5: (Int, Seq[Int]) = (1,List(2, 3, 4))
Or maybe -- I only have the faint suspicion of this, you haven't said as much -- you don't want extractor help, but actually you want a terse way to express something like
scala> List(1,2,3,4) match { case 1 :: xs if (xs match { case Sorted(_) => true; case _ => false }) => xs }
res6: List[Int] = List(2, 3, 4)
Erlang has a feature like this (although, without these crazy extractors):
example(L=[1|_]) -> examine(L).
, which pattern-matches the same argument twice - to L and also to [1|_]. In Erlang both sides of the = are full-fledged patterns and could be anything, and you can add a third or more patterns with more =. Scala seems to only support the L=[1|_] form, having a variable and then a full pattern.
scala> List(4,1,2,3) match { case xs # _ :: Sorted(_) => xs }
collection.immutable.::[Int] = List(4, 1, 2, 3)
Well, the easiest way is this:
case (s: String) :: Test(rest # _*) =>
If you need this to work on general Seq, you can just define an extractor to split head from tail:
object Split {
def unapply[T](xs: Seq[T]): Option[(T, Seq[T])] = if (xs.nonEmpty) Some(xs.head -> xs.tail) else None
}
And then use it like
case Split(s: String, Test(rest # _*)) =>
Also note that if you had defined unapply instead of unapplySeq, then # _* would not be required on the pattern matched by Test.
:: is an extractor. For how it works (from a random googling), see, for example, here.
def test1(xs: List[_]) = xs match {
case s :: rest =>
println("s = " + s + " rest = " + rest)
case _ =>
println("no match")
}
scala> test1(List("a", "b", "c"))
s = a rest = List(b, c)
I think this is what you wanted?
Messing around with this, it seems that the issue has something to do with unapplySeq.
object Test {
def unapply[A](xs: List[A]): Option[List[A]] = Some(xs)
}
def test1(xs: List[_]) = xs match {
case (s: String) :: Test(s2 :: rest) =>
println("s = " + s + " rest = " + rest)
case _ =>
println("no match")
}
test1(List("foo", "bar", "baz"))
produces the output:
s = foo rest = List(baz)
I'm havng trouble googling up docs on the difference between unapply and unapplySeq.