progs/matcher/re3.sc
author Christian Urban <christian.urban@kcl.ac.uk>
Sun, 10 Sep 2023 12:24:55 +0100
changeset 917 89e05a230d2d
parent 882 5fcad75ade92
child 919 53f08d873e09
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 version with simplification of derivatives;
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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     2
// this keeps the regular expressions small, which
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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     3
// is good for the run-time
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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>
parents:
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     5
// call the test cases with X = {1,2}
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Christian Urban <christian.urban@kcl.ac.uk>
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     6
//
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Christian Urban <christian.urban@kcl.ac.uk>
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     7
//   amm re3.sc testX
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Christian Urban <christian.urban@kcl.ac.uk>
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     8
//
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Christian Urban <christian.urban@kcl.ac.uk>
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     9
// 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 re3.sc all
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Christian Urban <christian.urban@kcl.ac.uk>
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    12
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Christian Urban <christian.urban@kcl.ac.uk>
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    13
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Christian Urban <christian.urban@kcl.ac.uk>
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abstract class Rexp
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Christian Urban <christian.urban@kcl.ac.uk>
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case object ZERO extends Rexp
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    16
case object ONE extends Rexp
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Christian Urban <christian.urban@kcl.ac.uk>
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    17
case class CHAR(c: Char) extends Rexp
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Christian Urban <christian.urban@kcl.ac.uk>
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    18
case class ALT(r1: Rexp, r2: Rexp) extends Rexp 
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Christian Urban <christian.urban@kcl.ac.uk>
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    19
case class SEQ(r1: Rexp, r2: Rexp) extends Rexp 
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Christian Urban <christian.urban@kcl.ac.uk>
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    20
case class STAR(r: Rexp) extends Rexp 
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Christian Urban <christian.urban@kcl.ac.uk>
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    21
case class NTIMES(r: Rexp, n: Int) extends Rexp 
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Christian Urban <christian.urban@kcl.ac.uk>
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    22
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Christian Urban <christian.urban@kcl.ac.uk>
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    23
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Christian Urban <christian.urban@kcl.ac.uk>
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    24
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    25
// the nullable function: tests whether the regular 
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Christian Urban <christian.urban@kcl.ac.uk>
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    26
// expression can recognise the empty string
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Christian Urban <christian.urban@kcl.ac.uk>
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def nullable (r: Rexp) : Boolean = r match {
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Christian Urban <christian.urban@kcl.ac.uk>
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  case ZERO => false
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Christian Urban <christian.urban@kcl.ac.uk>
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  case ONE => true
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Christian Urban <christian.urban@kcl.ac.uk>
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    30
  case CHAR(_) => false
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Christian Urban <christian.urban@kcl.ac.uk>
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  case ALT(r1, r2) => nullable(r1) || nullable(r2)
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Christian Urban <christian.urban@kcl.ac.uk>
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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>
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    34
  case NTIMES(r, i) => if (i == 0) true else nullable(r)
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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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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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// the derivative of a regular expression w.r.t. a character
825
dca072e2bb7d updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 782
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def der(c: Char, r: Rexp) : Rexp = r match {
725
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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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    40
  case ONE => ZERO
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    41
  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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    43
  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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    45
    else SEQ(der(c, r1), r2)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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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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  case NTIMES(r, i) => 
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    48
    if (i == 0) ZERO else SEQ(der(c, r), NTIMES(r, i - 1))
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Christian Urban <christian.urban@kcl.ac.uk>
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    49
}
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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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def simp(r: Rexp) : Rexp = r match {
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Christian Urban <christian.urban@kcl.ac.uk>
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    52
  case ALT(r1, r2) => (simp(r1), simp(r2)) match {
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    53
    case (ZERO, r2s) => r2s
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    54
    case (r1s, ZERO) => r1s
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    55
    case (r1s, r2s) => if (r1s == r2s) r1s else ALT (r1s, r2s)
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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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  case SEQ(r1, r2) =>  (simp(r1), simp(r2)) match {
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    58
    case (ZERO, _) => ZERO
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    59
    case (_, ZERO) => ZERO
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    60
    case (ONE, r2s) => r2s
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Christian Urban <christian.urban@kcl.ac.uk>
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    61
    case (r1s, ONE) => r1s
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    62
    case (r1s, r2s) => SEQ(r1s, r2s)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    63
  }
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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  case r => r
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    65
}
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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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882
5fcad75ade92 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 879
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    68
725
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    69
// the derivative w.r.t. a string (iterates der)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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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>
parents:
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    71
  case Nil => r
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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  case c::s => ders(s, simp(der(c, r)))
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    73
}
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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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    75
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    76
// the main matcher function
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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def matcher(r: Rexp, s: String) : Boolean = 
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    78
  nullable(ders(s.toList, r))
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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
// one or zero
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    82
def OPT(r: Rexp) = ALT(r, ONE)
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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
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    85
// Test Cases
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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
// evil regular expressions: (a?){n} a{n}  and (a*)* b
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    88
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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    89
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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    90
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    91
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    92
def time_needed[T](i: Int, code: => T) = {
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    93
  val start = System.nanoTime()
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    94
  for (j <- 1 to i) code
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    95
  val end = System.nanoTime()
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    96
  (end - start)/(i * 1.0e9)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    97
}
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    98
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    99
826
b0352633bf48 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
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   100
@arg(doc = "Test (a?{n}) (a{n})")
725
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   101
@main
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   102
def test1() = {
742
b5b5583a3a08 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 725
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   103
  println("Test (a?{n}) (a{n})")
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 725
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   104
769
f9686b22db7e updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 742
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   105
  for (i <- 0 to 9000 by 1000) {
725
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   106
    println(f"$i: ${time_needed(3, matcher(EVIL1(i), "a" * i))}%.5f")
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   107
  }
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   108
}  
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   109
826
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
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   110
@arg(doc = "Test (a*)* b")
725
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   111
@main
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   112
def test2() = {
742
b5b5583a3a08 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 725
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   113
  println("Test (a*)* b")
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 725
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   114
725
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   115
  for (i <- 0 to 6000000 by 500000) {
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   116
    println(f"$i: ${time_needed(3, matcher(EVIL2, "a" * i))}%.5f")
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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
}
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   119
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   120
// size of a regular expressions - for testing purposes 
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   121
def size(r: Rexp) : Int = r match {
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   122
  case ZERO => 1
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   123
  case ONE => 1
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   124
  case CHAR(_) => 1
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   125
  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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   126
  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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   127
  case STAR(r) => 1 + size(r)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   128
  case NTIMES(r, _) => 1 + size(r)
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   129
}
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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
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   132
// now the size of the derivatives grows 
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   133
// much, much slower
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   134
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   135
size(ders("".toList, EVIL2))      // 5
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   136
size(ders("a".toList, EVIL2))     // 8
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   137
size(ders("aa".toList, EVIL2))    // 8
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   138
size(ders("aaa".toList, EVIL2))   // 8
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   139
size(ders("aaaa".toList, EVIL2))  // 8
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   140
size(ders("aaaaa".toList, EVIL2)) // 8
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   141
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   142
826
b0352633bf48 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
diff changeset
   143
@arg(doc = "All tests.")
725
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   144
@main
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   145
def all() = { test1(); test2() } 
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   146
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   147
782
a26a20acd1c2 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 769
diff changeset
   148
a26a20acd1c2 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 769
diff changeset
   149
a26a20acd1c2 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 769
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   150
826
b0352633bf48 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
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   151
// PS:
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
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   152
//
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
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   153
// If you want to dig deeper into the topic, you can have 
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
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   154
// a look at these examples which still explode. They
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
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   155
// need an even more aggressive simplification.
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
diff changeset
   156
782
a26a20acd1c2 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 769
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// test: (a + aa)*
a26a20acd1c2 updated
Christian Urban <christian.urban@kcl.ac.uk>
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val EVIL3 = STAR(ALT(CHAR('a'), SEQ(CHAR('a'), CHAR('a'))))
a26a20acd1c2 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 769
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   159
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Christian Urban <christian.urban@kcl.ac.uk>
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826
b0352633bf48 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
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@arg(doc = "Test EVIL3")
782
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Christian Urban <christian.urban@kcl.ac.uk>
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@main
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Christian Urban <christian.urban@kcl.ac.uk>
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def test3() = {
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Christian Urban <christian.urban@kcl.ac.uk>
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  println("Test (a + aa)*")
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 769
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   165
826
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
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   166
  for (i <- 0 to 30 by 5) {
782
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Christian Urban <christian.urban@kcl.ac.uk>
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    println(f"$i: ${time_needed(1, matcher(EVIL3, "a" * i))}%.5f")
a26a20acd1c2 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 769
diff changeset
   168
  }
a26a20acd1c2 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 769
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   169
}
a26a20acd1c2 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 769
diff changeset
   170
826
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
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   171
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
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// test: (1 + a + aa)*
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Christian Urban <christian.urban@kcl.ac.uk>
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   173
val EVIL4 = STAR(ALT(ONE, ALT(CHAR('a'), SEQ(CHAR('a'), CHAR('a')))))
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
diff changeset
   174
b0352633bf48 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
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   175
@arg(doc = "Test EVIL4")
782
a26a20acd1c2 updated
Christian Urban <christian.urban@kcl.ac.uk>
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   176
@main
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Christian Urban <christian.urban@kcl.ac.uk>
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def test4() = {
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Christian Urban <christian.urban@kcl.ac.uk>
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  println("Test (1 + a + aa)*")
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 769
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   179
826
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
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   180
  for (i <- 0 to 30 by 5) {
782
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 769
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   181
    println(f"$i: ${time_needed(1, matcher(EVIL4, "a" * i))}%.5f")
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 769
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   182
  }
825
dca072e2bb7d updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 782
diff changeset
   183
}
826
b0352633bf48 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
diff changeset
   184
b0352633bf48 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
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   185
@arg(doc = "Tests that show not all is hunky-dory, but a solution leads too far afield.")
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
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   186
@main
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Christian Urban <christian.urban@kcl.ac.uk>
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   187
def fail() = { test3(); test4() } 
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
diff changeset
   188
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
diff changeset
   189