progs/matcher/re1.sc
author Christian Urban <christian.urban@kcl.ac.uk>
Mon, 25 Sep 2023 13:14:34 +0100
changeset 928 2f3c077359c4
parent 919 53f08d873e09
child 929 9541e073f2ed
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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     2
//
919
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 913
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// Call the testcases with X = {1,2,3}
725
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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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     5
//   amm re1.sc testX
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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     6
//
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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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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     9
//   amm re1.sc all
826
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
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    10
//
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
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745
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 725
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725
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    13
// regular expressions
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    14
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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    16
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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    17
case class CHAR(c: Char) extends Rexp            // matches a character c
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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  // alternative
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    19
case class SEQ(r1: Rexp, r2: Rexp) extends Rexp  // sequence
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Christian Urban <christian.urban@kcl.ac.uk>
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case class STAR(r: Rexp) extends Rexp            // star
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    21
919
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 913
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725
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    23
// nullable function: tests whether a regular 
919
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 913
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    24
// expression can recognise the empty string  
725
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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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    26
  case ZERO => false
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    27
  case ONE => true
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    28
  case CHAR(_) => false
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    29
  case ALT(r1, r2) => nullable(r1) || nullable(r2)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    30
  case SEQ(r1, r2) => nullable(r1) && nullable(r2)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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  case STAR(_) => true
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    32
}
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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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    34
// the derivative of a regular expression w.r.t. a character
825
dca072e2bb7d updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 769
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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>
parents:
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    36
  case ZERO => ZERO
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    37
  case ONE => ZERO
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    38
  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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    39
  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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    40
  case SEQ(r1, r2) => 
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    41
    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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    42
    else SEQ(der(c, r1), r2)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    43
  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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    44
}
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    45
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    46
// the derivative w.r.t. a string (iterates der)
825
dca072e2bb7d updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 769
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    47
def ders(s: List[Char], r: Rexp) : Rexp = s match {
725
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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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    49
  case c::s => ders(s, der(c, r))
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Christian Urban <christian.urban@kcl.ac.uk>
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    50
}
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    51
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    52
// the main matcher function
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    53
def matcher(r: Rexp, s: String) : Boolean = 
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    54
  nullable(ders(s.toList, r))
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    55
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    56
919
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 913
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// some examples from the homework
871
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 826
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    58
913
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 882
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    59
val r = SEQ(CHAR('b'), CHAR('c'))
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 882
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    60
matcher(r, "ac")
871
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 826
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    61
919
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 913
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    62
val r1 = STAR(ALT(SEQ(CHAR('a'), CHAR('b')), CHAR('b')))
725
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    63
der('a', r)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    64
der('b', r)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    65
der('c', r)
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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
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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    68
der('x', r2)
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    69
der('y', der('x', r2))
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    70
der('z', der('y', der('x', r2)))
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    71
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    72
919
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 913
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    73
// Test Cases
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 913
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    74
//============
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 913
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    75
725
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    76
// the optional regular expression (one or zero times)
765
b294cfbb5c01 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 759
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    77
def OPT(r: Rexp) = ALT(r, ONE)   // r + 1
725
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    78
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    79
// 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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    81
  case 0 => ONE
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    82
  case 1 => r
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    83
  case n => SEQ(r, NTIMES(r, n - 1))
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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
765
b294cfbb5c01 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 759
diff changeset
    86
// the evil regular expression  (a?){n} a{n}
b294cfbb5c01 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 759
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    87
def EVIL1(n: Int) = 
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Christian Urban <christian.urban@kcl.ac.uk>
parents: 759
diff changeset
    88
  SEQ(NTIMES(OPT(CHAR('a')), n), NTIMES(CHAR('a'), n))
725
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    89
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    90
// the evil regular expression (a*)* b
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    91
val EVIL2 = SEQ(STAR(STAR(CHAR('a'))), CHAR('b'))
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
    92
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    93
// for measuring time
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    94
def time_needed[T](i: Int, code: => T) = {
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    95
  val start = System.nanoTime()
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    96
  for (j <- 1 to i) code
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    97
  val end = System.nanoTime()
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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    98
  (end - start) / (i * 1.0e9)
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
    99
}
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   100
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   101
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   102
// test: (a?{n}) (a{n})
826
b0352633bf48 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
diff changeset
   103
@arg(doc = "Test (a?{n}) (a{n})")
725
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   104
@main
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   105
def test1() = {
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   106
  println("Test (a?{n}) (a{n})")
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   107
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   108
  for (i <- 0 to 20 by 2) {
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   109
    println(f"$i: ${time_needed(2, matcher(EVIL1(i), "a" * i))}%.5f")
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   110
  }
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   111
}
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   112
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   113
// test: (a*)* b
826
b0352633bf48 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
diff changeset
   114
@arg(doc = "Test (a*)* b")
725
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   115
@main
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   116
def test2() = {
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
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   117
  println("Test (a*)* b")
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   118
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   119
  for (i <- 0 to 20 by 2) {
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   120
    println(f"$i: ${time_needed(2, matcher(EVIL2, "a" * i))}%.5f")
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   121
  }
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   122
}
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   123
928
2f3c077359c4 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 919
diff changeset
   124
2f3c077359c4 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 919
diff changeset
   125
2f3c077359c4 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 919
diff changeset
   126
725
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   127
// the size of a regular expressions - for testing purposes 
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   128
def size(r: Rexp) : Int = r match {
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   129
  case ZERO => 1
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   130
  case ONE => 1
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   131
  case CHAR(_) => 1
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   132
  case ALT(r1, r2) => 1 + size(r1) + size(r2)
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   133
  case SEQ(r1, r2) => 1 + size(r1) + size(r2)
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   134
  case STAR(r) => 1 + size(r)
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   135
}
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   136
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   137
// the expicit expansion in EVIL1(n) increases
769
f9686b22db7e updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 765
diff changeset
   138
// drastically its size - (a?){n} a{n}
725
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   139
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   140
size(EVIL1(1))  // 5
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   141
size(EVIL1(3))  // 17
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   142
size(EVIL1(5))  // 29
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   143
size(EVIL1(7))  // 41
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Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   144
size(EVIL1(20)) // 119
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   145
769
f9686b22db7e updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 765
diff changeset
   146
size(ders(("a" * 20).toList, EVIL1(20))) 
f9686b22db7e updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 765
diff changeset
   147
f9686b22db7e updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 765
diff changeset
   148
725
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   149
// given a regular expression and building successive
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   150
// derivatives might result into bigger and bigger
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   151
// regular expressions...here is an example for this:
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   152
928
2f3c077359c4 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 919
diff changeset
   153
2f3c077359c4 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 919
diff changeset
   154
// (a + aa)*
2f3c077359c4 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 919
diff changeset
   155
val BIG = STAR(ALT(CHAR('a'), SEQ(CHAR('a'), CHAR('a'))))
725
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   156
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   157
size(ders("".toList, BIG))              // 13
928
2f3c077359c4 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 919
diff changeset
   158
size(ders("aa".toList, BIG))            // 51
2f3c077359c4 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 919
diff changeset
   159
size(ders("aaaa".toList, BIG))          // 112
2f3c077359c4 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 919
diff changeset
   160
size(ders("aaaaaa".toList, BIG))        // 191
2f3c077359c4 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 919
diff changeset
   161
size(ders("aaaaaaaa".toList, BIG))      // 288
2f3c077359c4 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 919
diff changeset
   162
size(ders("aaaaaaaaaa".toList, BIG))    // 403
2f3c077359c4 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 919
diff changeset
   163
size(ders("aaaaaaaaaaaa".toList, BIG))  // 536
725
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   164
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   165
928
2f3c077359c4 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 919
diff changeset
   166
size(ders(("a" * 30).toList, BIG))      // 31010539
725
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   167
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   168
@main
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   169
def test3() = {
928
2f3c077359c4 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 919
diff changeset
   170
  println("Test (a + aa)*")
725
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   171
928
2f3c077359c4 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 919
diff changeset
   172
  for (i <- 0 to 30 by 5) {
2f3c077359c4 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 919
diff changeset
   173
    println(f"$i: ${time_needed(2, matcher(BIG, "a" * i))}%.5f")
725
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   174
  }
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   175
}
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   176
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   177
826
b0352633bf48 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 825
diff changeset
   178
@arg(doc = "All tests.")
725
f345e89895f5 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   179
@main
825
dca072e2bb7d updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 769
diff changeset
   180
def all() = { test1(); test2() ; test3() }