progs/matcher/re1.sc
author Christian Urban <christian.urban@kcl.ac.uk>
Mon, 29 Jun 2020 21:05:34 +0100
changeset 725 cd72ba78c287
child 745 905b60a029bf
permissions -rw-r--r--
updated
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
725
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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// A simple matcher for basic regular expressions
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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//
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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// Call the test cases with X = {1,2,3}
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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//
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Christian Urban <christian.urban@kcl.ac.uk>
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//   amm re1.sc testX
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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//
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Christian Urban <christian.urban@kcl.ac.uk>
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// or 
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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//
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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//   amm re1.sc all
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    10
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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// regular expressions
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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abstract class Rexp
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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case object ZERO extends Rexp                    // matches nothing
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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case object ONE extends Rexp                     // matches an empty string
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    15
case class CHAR(c: Char) extends Rexp            // matches a character c
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    16
case class ALT(r1: Rexp, r2: Rexp) extends Rexp  // alternative
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    17
case class SEQ(r1: Rexp, r2: Rexp) extends Rexp  // sequence
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    18
case class STAR(r: Rexp) extends Rexp            // star
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Christian Urban <christian.urban@kcl.ac.uk>
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    19
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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// nullable function: tests whether a regular 
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    21
// expression can recognise the empty string
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    22
def nullable(r: Rexp) : Boolean = r match {
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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  case ZERO => false
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    24
  case ONE => true
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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  case CHAR(_) => false
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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  case ALT(r1, r2) => nullable(r1) || nullable(r2)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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  case SEQ(r1, r2) => nullable(r1) && nullable(r2)
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Christian Urban <christian.urban@kcl.ac.uk>
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  case STAR(_) => true
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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}
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    31
// the derivative of a regular expression w.r.t. a character
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Christian Urban <christian.urban@kcl.ac.uk>
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def der (c: Char, r: Rexp) : Rexp = r match {
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Christian Urban <christian.urban@kcl.ac.uk>
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  case ZERO => ZERO
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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  case ONE => ZERO
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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  case CHAR(d) => if (c == d) ONE else ZERO
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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  case ALT(r1, r2) => ALT(der(c, r1), der(c, r2))
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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  case SEQ(r1, r2) => 
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    if (nullable(r1)) ALT(SEQ(der(c, r1), r2), der(c, r2))
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    else SEQ(der(c, r1), r2)
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Christian Urban <christian.urban@kcl.ac.uk>
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  case STAR(r1) => SEQ(der(c, r1), STAR(r1))
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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}
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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Christian Urban <christian.urban@kcl.ac.uk>
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// the derivative w.r.t. a string (iterates der)
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Christian Urban <christian.urban@kcl.ac.uk>
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def ders (s: List[Char], r: Rexp) : Rexp = s match {
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Christian Urban <christian.urban@kcl.ac.uk>
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  case Nil => r
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Christian Urban <christian.urban@kcl.ac.uk>
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  case c::s => ders(s, der(c, r))
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Christian Urban <christian.urban@kcl.ac.uk>
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}
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Christian Urban <christian.urban@kcl.ac.uk>
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Christian Urban <christian.urban@kcl.ac.uk>
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// the main matcher function
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Christian Urban <christian.urban@kcl.ac.uk>
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def matcher(r: Rexp, s: String) : Boolean = 
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Christian Urban <christian.urban@kcl.ac.uk>
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  nullable(ders(s.toList, r))
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Christian Urban <christian.urban@kcl.ac.uk>
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Christian Urban <christian.urban@kcl.ac.uk>
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    53
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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// some examples from the homework
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Christian Urban <christian.urban@kcl.ac.uk>
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Christian Urban <christian.urban@kcl.ac.uk>
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val r = STAR(ALT(SEQ(CHAR('a'), CHAR('b')), CHAR('b')))
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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der('a', r)
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Christian Urban <christian.urban@kcl.ac.uk>
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der('b', r)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    59
der('c', r)
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Christian Urban <christian.urban@kcl.ac.uk>
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Christian Urban <christian.urban@kcl.ac.uk>
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val r2 = SEQ(SEQ(CHAR('x'), CHAR('y')), CHAR('z'))
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    62
der('x', r2)
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Christian Urban <christian.urban@kcl.ac.uk>
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der('y', der('x', r2))
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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der('z', der('y', der('x', r2)))
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Christian Urban <christian.urban@kcl.ac.uk>
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    65
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    66
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    67
// the optional regular expression (one or zero times)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    68
def OPT(r: Rexp) = ALT(r, ONE)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    69
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    70
// the n-times regular expression (explicitly expanded)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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def NTIMES(r: Rexp, n: Int) : Rexp = n match {
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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  case 0 => ONE
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    73
  case 1 => r
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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  case n => SEQ(r, NTIMES(r, n - 1))
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    75
}
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    76
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    77
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    78
// Test Cases
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    79
//============
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    80
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    81
// the evil regular expression  a?{n} a{n}
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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def EVIL1(n: Int) = SEQ(NTIMES(OPT(CHAR('a')), n), NTIMES(CHAR('a'), n))
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    83
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    84
// the evil regular expression (a*)* b
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    85
val EVIL2 = SEQ(STAR(STAR(CHAR('a'))), CHAR('b'))
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    86
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    87
// for measuring time
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    88
def time_needed[T](i: Int, code: => T) = {
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    89
  val start = System.nanoTime()
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    90
  for (j <- 1 to i) code
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    91
  val end = System.nanoTime()
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    92
  (end - start) / (i * 1.0e9)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    93
}
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    94
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    95
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    96
// test: (a?{n}) (a{n})
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    97
@doc("Test (a?{n}) (a{n})")
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    98
@main
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    99
def test1() = {
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   100
  println("Test (a?{n}) (a{n})")
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   101
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   102
  for (i <- 0 to 20 by 2) {
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   103
    println(f"$i: ${time_needed(2, matcher(EVIL1(i), "a" * i))}%.5f")
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   104
  }
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   105
}
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   106
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   107
// test: (a*)* b
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   108
@doc("Test (a*)* b")
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   109
@main
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   110
def test2() = {
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   111
  println("Test (a*)* b")
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   112
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   113
  for (i <- 0 to 20 by 2) {
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   114
    println(f"$i: ${time_needed(2, matcher(EVIL2, "a" * i))}%.5f")
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   115
  }
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   116
}
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   117
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   118
// the size of a regular expressions - for testing purposes 
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   119
def size(r: Rexp) : Int = r match {
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   120
  case ZERO => 1
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   121
  case ONE => 1
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   122
  case CHAR(_) => 1
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   123
  case ALT(r1, r2) => 1 + size(r1) + size(r2)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   124
  case SEQ(r1, r2) => 1 + size(r1) + size(r2)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   125
  case STAR(r) => 1 + size(r)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   126
}
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   127
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   128
// the expicit expansion in EVIL1(n) increases
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   129
// drastically its size
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   130
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   131
size(EVIL1(1))  // 5
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   132
size(EVIL1(3))  // 17
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   133
size(EVIL1(5))  // 29
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   134
size(EVIL1(7))  // 41
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   135
size(EVIL1(20)) // 119
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   136
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   137
// given a regular expression and building successive
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   138
// derivatives might result into bigger and bigger
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   139
// regular expressions...here is an example for this:
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   140
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   141
// (a+b)* o a o b o (a+b)*
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   142
val BIG_aux = STAR(ALT(CHAR('a'), CHAR('b')))
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   143
val BIG = SEQ(BIG_aux, SEQ(CHAR('a'),SEQ(CHAR('b'), BIG_aux)))
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   144
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   145
size(ders("".toList, BIG))              // 13
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   146
size(ders("ab".toList, BIG))            // 51
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   147
size(ders("abab".toList, BIG))          // 112
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   148
size(ders("ababab".toList, BIG))        // 191
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   149
size(ders("abababab".toList, BIG))      // 288
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   150
size(ders("ababababab".toList, BIG))    // 403
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   151
size(ders("abababababab".toList, BIG))  // 536
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   152
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   153
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   154
size(ders(("ab" * 200).toList, BIG))    // 366808
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   155
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   156
@doc("Test (a + b)* o (a o b) o (a + b)*")
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   157
@main
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   158
def test3() = {
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   159
  println("Test (a + b)* o (a o b) o (a + b)*")
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   160
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   161
  for (i <- 0 to 200 by 10) {
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    println(f"$i: ${time_needed(2, matcher(BIG, "ab" * i))}%.5f")
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  }
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}
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Christian Urban <christian.urban@kcl.ac.uk>
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@doc("All tests.")
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@main
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def all() = { test1(); test2() ; test3() }