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Finding the number of "monotonicity flips" in a Seq[Int] in Scala
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// Finds the monotonicity breaks in a numerical sequence. | |
def findMonotonicityBreaks(items: Seq[Int]): Int = { | |
def comp(op: Symbol, a: Int, b: Int) = if (op == '<=) a <= b else a >= b | |
def flip(op: Symbol) = if (op == '<=) '>= else '<= | |
@tailrec | |
def detect(pairs: Seq[(Int, Int)], op: Symbol, breaks: Int): Int = { | |
pairs match { | |
case Seq() => breaks | |
case Seq((a, b), rest @ _*) if comp(op, a, b) => detect(rest, op, breaks) | |
case _ => detect(pairs, flip(op), breaks + 1) | |
} | |
} | |
if (items.isEmpty) 0 | |
else { | |
val pairs = items.zip(items.tail) | |
pairs.collectFirst { | |
case (a, b) if a < b => '<= | |
case (a, b) if a > b => '>= | |
}.map { op => detect(pairs, op, 0) | |
}.getOrElse(0) | |
} | |
} | |
// Usage: | |
scala> findMonotonicityBreaks(Seq.empty[Int]) | |
res21: Int = 0 | |
scala> findMonotonicityBreaks(Seq(0,1,2,3,4,4,4,4,5,6)) | |
res22: Int = 0 | |
scala> findMonotonicityBreaks(Seq(0,1,2,3,3,3,2,1)) | |
res23: Int = 1 | |
scala> findMonotonicityBreaks(Seq(1,2,3,4,5,6,5,4,5,6,7)) | |
res24: Int = 2 | |
scala> findMonotonicityBreaks(Seq(5,4,3,2,1,0)) | |
res25: Int = 0 | |
scala> findMonotonicityBreaks(Seq(7,6,5,4,5,6,5,4,3,2,1)) | |
res26: Int = 2 | |
scala> findMonotonicityBreaks(Seq(1,2,3,3,3,2,1,0)) | |
res27: Int = 1 | |
scala> findMonotonicityBreaks(Seq(1,2,3,4,5,6,5,4,5,6,7,6,5,4,3)) | |
res28: Int = 3 | |
scala> findMonotonicityBreaks(scala.util.Random.shuffle(Vector.range(1, 100000))) | |
res29: Int = 66498 | |
scala> findMonotonicityBreaks(Seq(5,5,5,4,3,2,1,0)) | |
res30: Int = 0 | |
scala> findMonotonicityBreaks(Seq(5,5,5,4,3,2,1,0,2,3,4,5)) | |
res31: Int = 1 | |
scala> findMonotonicityBreaks(Seq(1,1,1,1,2)) | |
res32: Int = 0 | |
scala> findMonotonicityBreaks(Seq(1,1,1,1,2,1)) | |
res33: Int = 1 |
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Great solutions, guys! Aren't Scala collections fun?