main_solution3/re.scala
author Christian Urban <christian.urban@kcl.ac.uk>
Mon, 11 Apr 2022 23:55:27 +0100
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// Main Part 3 about Regular Expression Matching
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//=============================================
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object M3 {
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// Regular Expressions
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abstract class Rexp
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case object ZERO extends Rexp
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case object ONE extends Rexp
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case class CHAR(c: Char) extends Rexp
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case class ALTs(rs: List[Rexp]) extends Rexp      // alternatives 
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case class SEQ(r1: Rexp, r2: Rexp) extends Rexp   // sequence
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case class STAR(r: Rexp) extends Rexp             // star
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//the usual binary choice can be defined in terms of ALTs
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def ALT(r1: Rexp, r2: Rexp) = ALTs(List(r1, r2))
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// some convenience for typing in regular expressions
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import scala.language.implicitConversions    
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import scala.language.reflectiveCalls 
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def charlist2rexp(s: List[Char]): Rexp = s match {
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  case Nil => ONE
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  case c::Nil => CHAR(c)
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  case c::s => SEQ(CHAR(c), charlist2rexp(s))
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}
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implicit def string2rexp(s: String): Rexp = charlist2rexp(s.toList)
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implicit def RexpOps (r: Rexp) = new {
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  def | (s: Rexp) = ALT(r, s)
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  def % = STAR(r)
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  def ~ (s: Rexp) = SEQ(r, s)
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}
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implicit def stringOps (s: String) = new {
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  def | (r: Rexp) = ALT(s, r)
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  def | (r: String) = ALT(s, r)
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  def % = STAR(s)
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  def ~ (r: Rexp) = SEQ(s, r)
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  def ~ (r: String) = SEQ(s, r)
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}
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// (1) Complete the function nullable according to
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// the definition given in the coursework; this 
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// function checks whether a regular expression
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// can match the empty string and Returns a boolean
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// accordingly.
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def nullable (r: Rexp) : Boolean = r match {
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  case ZERO => false
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  case ONE => true
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  case CHAR(_) => false
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  case ALTs(rs) => rs.exists(nullable)
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  case SEQ(r1, r2) => nullable(r1) && nullable(r2)
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  case STAR(_) => true
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}
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// (2) Complete the function der according to
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// the definition given in the coursework; this
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// function calculates the derivative of a 
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// regular expression w.r.t. a character.
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def der (c: Char, r: Rexp) : Rexp = r match {
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  case ZERO => ZERO
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  case ONE => ZERO
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  case CHAR(d) => if (c == d) ONE else ZERO
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  case ALTs(rs) => ALTs(rs.map(der(c, _)))
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  case SEQ(r1, r2) => 
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    if (nullable(r1)) ALT(SEQ(der(c, r1), r2), der(c, r2))
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    else SEQ(der(c, r1), r2)
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  case STAR(r1) => SEQ(der(c, r1), STAR(r1))
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}
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// (3) Implement the flatten function flts. It
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// deletes 0s from a list of regular expressions
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// and also 'spills out', or flattens, nested 
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// ALTernativeS.
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def flts(rs: List[Rexp]) : List[Rexp] = rs match {
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  case Nil => Nil
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  case ZERO::tl => flts(tl)
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  case ALTs(rs1)::rs2 => rs1 ::: flts(rs2)  
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  case r::rs => r :: flts(rs) 
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}
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// (4) Complete the simp function according to
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// the specification given in the coursework; this
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// function simplifies a regular expression from
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// the inside out, like you would simplify arithmetic 
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// expressions; however it does not simplify inside 
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// STAR-regular expressions.
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def simp(r: Rexp) : Rexp = r match {
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  case ALTs(rs) => (flts(rs.map(simp)).distinct) match {
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    case Nil => ZERO
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    case r::Nil => r  
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    case rs => ALTs(rs)
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  }
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  case SEQ(r1, r2) =>  (simp(r1), simp(r2)) match {
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    case (ZERO, _) => ZERO
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    case (_, ZERO) => ZERO
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    case (ONE, r2s) => r2s
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    case (r1s, ONE) => r1s
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    case (r1s, r2s) => SEQ(r1s, r2s)
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  }
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  case r => r
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}
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simp(ALT(ONE | CHAR('a'), CHAR('a') | ONE))
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// (5) Complete the two functions below; the first 
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// calculates the derivative w.r.t. a string; the second
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// is the regular expression matcher taking a regular
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// expression and a string and checks whether the
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// string matches the regular expression.
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def ders (s: List[Char], r: Rexp) : Rexp = s match {
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  case Nil => r
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  case c::s => ders(s, simp(der(c, r)))
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}
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// main matcher function
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def matcher(r: Rexp, s: String) = nullable(ders(s.toList, r))
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// (6) Complete the size function for regular
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// expressions according to the specification 
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// given in the coursework.
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def size(r: Rexp): Int = r match {
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  case ZERO => 1
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  case ONE => 1
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  case CHAR(_) => 1
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  case ALTs(rs) => 1 + rs.map(size).sum
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  case SEQ(r1, r2) => 1 + size(r1) + size (r2)
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  case STAR(r1) => 1 + size(r1)
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}
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// some testing data
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//matcher(("a" ~ "b") ~ "c", "abc")  // => true
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//matcher(("a" ~ "b") ~ "c", "ab")   // => false
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// the supposedly 'evil' regular expression (a*)* b
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// val EVIL = SEQ(STAR(STAR(CHAR('a'))), CHAR('b'))
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//println(matcher(EVIL, "a" * 1000 ++ "b"))   // => true
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//println(matcher(EVIL, "a" * 1000))          // => false
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// size without simplifications
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//println(size(der('a', der('a', EVIL))))             // => 28
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 347
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   157
//println(size(der('a', der('a', der('a', EVIL)))))   // => 58
347
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   158
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   159
// size with simplification
400
e48ea8300b2d updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 396
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   160
//println(simp(der('a', der('a', EVIL))))          
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parents: 396
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   161
//println(simp(der('a', der('a', der('a', EVIL)))))
396
3ffe978a5664 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 347
diff changeset
   162
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 347
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   163
//println(size(simp(der('a', der('a', EVIL)))))           // => 8
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parents: 347
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   164
//println(size(simp(der('a', der('a', der('a', EVIL)))))) // => 8
347
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   165
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   166
// Python needs around 30 seconds for matching 28 a's with EVIL. 
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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// Java 9 and later increase this to an "astonishing" 40000 a's in
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parents:
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// around 30 seconds.
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   169
//
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   170
// Lets see how long it takes to match strings with 
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   171
// 5 Million a's...it should be in the range of a 
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   172
// couple of seconds.
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   173
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   174
def time_needed[T](i: Int, code: => T) = {
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   175
  val start = System.nanoTime()
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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  for (j <- 1 to i) code
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   177
  val end = System.nanoTime()
400
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 396
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   178
  "%.5f".format((end - start)/(i * 1.0e9))
347
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parents:
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   179
}
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   180
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   181
//for (i <- 0 to 5000000 by 500000) {
400
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 396
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   182
//  println(s"$i ${time_needed(2, matcher(EVIL, "a" * i))} secs.") 
347
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   183
//}
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   184
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   185
// another "power" test case 
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   186
//simp(Iterator.iterate(ONE:Rexp)(r => SEQ(r, ONE | ONE)).drop(100).next) == ONE
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   187
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   188
// the Iterator produces the rexp
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   189
//
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   190
//      SEQ(SEQ(SEQ(..., ONE | ONE) , ONE | ONE), ONE | ONE)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   191
//
400
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 396
diff changeset
   192
//    where SEQ is nested 50 times.
347
4de31fdc0d67 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   193
 
4de31fdc0d67 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   194
4de31fdc0d67 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   195
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   196
}