Monday, January 9, 2012

Project Euler Problem 8 in Scala

This is 8 in a series.  The previous post is at, Project Euler Problem 5 in Scala. 


So we saw problem 6 solved with a 'one-liner'.  Then we moved on to problem 7 and I had to have a while loop and control variables, which really disappointed me. Problem 8, however, was not only satisfying, but allowed me to explore even more features of Scala.  


Before I get into the actual problem, I want to comment on my language progress.  My 'native tongue' so-to-speak, is Java.  I use Java at work and have for 12 years. I expect it will be paying the bills for years to come.  We can debate the merits of Java as a language, and I'm sure every one reading this has an opinion about it, good or bad.  Regardless of opinion, I am most productive in Java.  Period.  Why?  Because I have used it so much, and am so familiar with the syntax and libraries that the language 'gets out of the way'.  I don't have to think about anything but what the code is intending to do.  This makes me very productive.  I'm finding that its taking a little longer to get to the point where I feel like the language has stepped back with Scala.  Part of it is the rather verbose API documentation, which, just seems to tell me too much and doesn't allow me to get right to 'how do I use this'.  Part of it is that Scala has a lot more power and expressiveness than Java, and that takes more time to learn.  At any rate, my Scala skills are slowing improving.  


Now, on to Problem 8:

Find the greatest product of five consecutive digits in the 1000-digit number.
 73167176531330624919225119674426574742355349194934
 96983520312774506326239578318016984801869478851843
 85861560789112949495459501737958331952853208805511
 12540698747158523863050715693290963295227443043557
 66896648950445244523161731856403098711121722383113
 62229893423380308135336276614282806444486645238749
 30358907296290491560440772390713810515859307960866
 70172427121883998797908792274921901699720888093776
 65727333001053367881220235421809751254540594752243
 52584907711670556013604839586446706324415722155397
 53697817977846174064955149290862569321978468622482
 83972241375657056057490261407972968652414535100474
 82166370484403199890008895243450658541227588666881
 16427171479924442928230863465674813919123162824586
 17866458359124566529476545682848912883142607690042
 24219022671055626321111109370544217506941658960408
 07198403850962455444362981230987879927244284909188
 84580156166097919133875499200524063689912560717606
 05886116467109405077541002256983155200055935729725
 71636269561882670428252483600823257530420752963450
 This problem is pretty straight forward.  Iterate the string literal and multiply sets of 5 numbers together.  Find the largest of those numbers and return it.  Now, in Java, this would take a couple of for loops, a String, possibly a string buffer, some variables to store the results, and an ugly System.out.println....

Not so in Scala.  The Collections facilities actually allowed me to solve this in one line, without any mutable state.  No, really, I mean it.  Check this out:


object Problem8 {
  def main(args: Array[String]): Unit = {
    val totalDigits = """[omitted the big string literal here, but you can add it back if you want to run the code...]"""
    println((for (i <- 5 to totalDigits.length()) yield totalDigits slice (i - 5, i)) collect {
      case i =>
        i.foldLeft(1)((product: Int, nextChar) => {
          (nextChar asDigit) * product
        })
    } max)
  }
}


Okay, its a 'one-liner' but there is a lot going on there.  Let's deconstruct the statement.  First, we see that everything is wrapped in a 'println', which is nice shorthand in Scala for System.out.println.  The second thing we see is that the result of the statement 'max' is what will be printed.  max is a collection function.  A couple of things to note.  Since max takes no arguments, we drop the '()'.  Since Scala can infer its a method call, we can even omit the '.'.  Now let's look at the rest of the code, shall we?


Let's go back to the beginning of the statement.  We are using the 'for' comprehension.  To be honest, the 'for' comprehension in Scala is much more powerful than the 'for' loop in other languages I've used.  You can see, we are going to iterate 5 to the length of the string.  For each iteration, we are going to yield the slice if i-5 and i.  slice is a nice string operator in Scala.  Essentially, we're getting 5 characters.  In turn we are going to collect the results of folding (There's that foldLeft again....) the 5 character Sequence.  The result of all of these will be a Sequence of Int values, on which we call 'max' function.


Boy, that was a mouthful.  It was cool, though, wasn't it?  It took a few minutes for me to weed through the API and figure out the syntax for this, but in the end, it is a succinct and stateless solution....


On to the next one...



2 comments:

  1. I also did the euler 8 in scala 2.9

    here's mine

    def getMaxproductSuccint(pList : List[Int]) : Int ={
    val groups = pList.sliding(5).toList.par
    groups.map(x => x.product).par.max
    }

    pList = the list of integers read from file etc...

    here is the code

    def getNumbers(filename : String) : List[Int] = {
    import scala.io.Source._

    val file = fromFile(filename)
    val lines = file.getLines
    var list : List[Int] = Nil
    val zero = '0'.toInt

    for(line <- lines){
    list = list ::: line.map(x=> x.toInt - zero).toList
    }
    file.close()
    list
    }

    ReplyDelete
  2. renghen,

    Another interesting solution. I like the use of 'sliding' in your solution. It seems the Scala collections API's are much more complete than those in Java. I keep learning about more functions that are truly helpful in everyday programming.

    Thanks for sharing.

    ReplyDelete