| 725 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |      1 | // A version with simplification of derivatives;
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |      2 | // this keeps the regular expressions small, which
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |      3 | // is good for the run-time
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |      4 | // 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |      5 | // call the test cases with X = {1,2}
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |      6 | //
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |      7 | //   amm re3.sc testX
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |      8 | //
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |      9 | // or 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     10 | //
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     11 | //   amm re3.sc all
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     12 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     13 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     14 | abstract class Rexp
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     15 | case object ZERO extends Rexp
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     16 | case object ONE extends Rexp
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     17 | case class CHAR(c: Char) extends Rexp
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     18 | case class ALT(r1: Rexp, r2: Rexp) extends Rexp 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     19 | case class SEQ(r1: Rexp, r2: Rexp) extends Rexp 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     20 | case class STAR(r: Rexp) extends Rexp 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     21 | case class NTIMES(r: Rexp, n: Int) extends Rexp 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     22 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     23 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     24 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     25 | // the nullable function: tests whether the regular 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     26 | // expression can recognise the empty string
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     27 | def nullable (r: Rexp) : Boolean = r match {
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     28 |   case ZERO => false
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     29 |   case ONE => true
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     30 |   case CHAR(_) => false
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     31 |   case ALT(r1, r2) => nullable(r1) || nullable(r2)
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     32 |   case SEQ(r1, r2) => nullable(r1) && nullable(r2)
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     33 |   case STAR(_) => true
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     34 |   case NTIMES(r, i) => if (i == 0) true else nullable(r)
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     35 | }
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     36 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     37 | // the derivative of a regular expression w.r.t. a character
 | 
| 825 |     38 | def der(c: Char, r: Rexp) : Rexp = r match {
 | 
| 725 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     39 |   case ZERO => ZERO
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     40 |   case ONE => ZERO
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     41 |   case CHAR(d) => if (c == d) ONE else ZERO
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     42 |   case ALT(r1, r2) => ALT(der(c, r1), der(c, r2))
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     43 |   case SEQ(r1, r2) => 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     44 |     if (nullable(r1)) ALT(SEQ(der(c, r1), r2), der(c, r2))
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     45 |     else SEQ(der(c, r1), r2)
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     46 |   case STAR(r1) => SEQ(der(c, r1), STAR(r1))
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     47 |   case NTIMES(r, i) => 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     48 |     if (i == 0) ZERO else SEQ(der(c, r), NTIMES(r, i - 1))
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     49 | }
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     50 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     51 | def simp(r: Rexp) : Rexp = r match {
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     52 |   case ALT(r1, r2) => (simp(r1), simp(r2)) match {
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     53 |     case (ZERO, r2s) => r2s
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     54 |     case (r1s, ZERO) => r1s
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     55 |     case (r1s, r2s) => if (r1s == r2s) r1s else ALT (r1s, r2s)
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     56 |   }
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     57 |   case SEQ(r1, r2) =>  (simp(r1), simp(r2)) match {
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     58 |     case (ZERO, _) => ZERO
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     59 |     case (_, ZERO) => ZERO
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     60 |     case (ONE, r2s) => r2s
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     61 |     case (r1s, ONE) => r1s
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     62 |     case (r1s, r2s) => SEQ(r1s, r2s)
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     63 |   }
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     64 |   case r => r
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     65 | }
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     66 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     67 | 
 | 
| 882 |     68 | 
 | 
| 725 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     69 | // the derivative w.r.t. a string (iterates der)
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     70 | def ders(s: List[Char], r: Rexp) : Rexp = s match {
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     71 |   case Nil => r
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     72 |   case c::s => ders(s, simp(der(c, r)))
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     73 | }
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     74 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     75 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     76 | // the main matcher function
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     77 | def matcher(r: Rexp, s: String) : Boolean = 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     78 |   nullable(ders(s.toList, r))
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     79 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     80 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     81 | // one or zero
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     82 | def OPT(r: Rexp) = ALT(r, ONE)
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     83 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     84 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     85 | // Test Cases
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     86 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     87 | // evil regular expressions: (a?){n} a{n}  and (a*)* b
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     88 | def EVIL1(n: Int) = SEQ(NTIMES(OPT(CHAR('a')), n), NTIMES(CHAR('a'), n))
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     89 | val EVIL2 = SEQ(STAR(STAR(CHAR('a'))), CHAR('b'))
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     90 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     91 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     92 | def time_needed[T](i: Int, code: => T) = {
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     93 |   val start = System.nanoTime()
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     94 |   for (j <- 1 to i) code
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     95 |   val end = System.nanoTime()
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     96 |   (end - start)/(i * 1.0e9)
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     97 | }
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     98 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |     99 | 
 | 
| 826 |    100 | @arg(doc = "Test (a?{n}) (a{n})")
 | 
| 725 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    101 | @main
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    102 | def test1() = {
 | 
| 742 |    103 |   println("Test (a?{n}) (a{n})")
 | 
|  |    104 | 
 | 
| 769 |    105 |   for (i <- 0 to 9000 by 1000) {
 | 
| 725 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    106 |     println(f"$i: ${time_needed(3, matcher(EVIL1(i), "a" * i))}%.5f")
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    107 |   }
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    108 | }  
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    109 | 
 | 
| 826 |    110 | @arg(doc = "Test (a*)* b")
 | 
| 725 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    111 | @main
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    112 | def test2() = {
 | 
| 742 |    113 |   println("Test (a*)* b")
 | 
|  |    114 | 
 | 
| 725 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    115 |   for (i <- 0 to 6000000 by 500000) {
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    116 |     println(f"$i: ${time_needed(3, matcher(EVIL2, "a" * i))}%.5f")
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    117 |   }
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    118 | }
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    119 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    120 | // size of a regular expressions - for testing purposes 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    121 | def size(r: Rexp) : Int = r match {
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    122 |   case ZERO => 1
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    123 |   case ONE => 1
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    124 |   case CHAR(_) => 1
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    125 |   case ALT(r1, r2) => 1 + size(r1) + size(r2)
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    126 |   case SEQ(r1, r2) => 1 + size(r1) + size(r2)
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    127 |   case STAR(r) => 1 + size(r)
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    128 |   case NTIMES(r, _) => 1 + size(r)
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    129 | }
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    130 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    131 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    132 | // now the size of the derivatives grows 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    133 | // much, much slower
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    134 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    135 | size(ders("".toList, EVIL2))      // 5
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    136 | size(ders("a".toList, EVIL2))     // 8
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    137 | size(ders("aa".toList, EVIL2))    // 8
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    138 | size(ders("aaa".toList, EVIL2))   // 8
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    139 | size(ders("aaaa".toList, EVIL2))  // 8
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    140 | size(ders("aaaaa".toList, EVIL2)) // 8
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    141 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    142 | 
 | 
| 826 |    143 | @arg(doc = "All tests.")
 | 
| 725 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    144 | @main
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    145 | def all() = { test1(); test2() } 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    146 | 
 | 
| 
Christian Urban <christian.urban@kcl.ac.uk> parents: diff
changeset |    147 | 
 | 
| 782 |    148 | 
 | 
|  |    149 | 
 | 
|  |    150 | 
 | 
| 826 |    151 | // PS:
 | 
|  |    152 | //
 | 
|  |    153 | // If you want to dig deeper into the topic, you can have 
 | 
|  |    154 | // a look at these examples which still explode. They
 | 
|  |    155 | // need an even more aggressive simplification.
 | 
|  |    156 | 
 | 
| 782 |    157 | // test: (a + aa)*
 | 
|  |    158 | val EVIL3 = STAR(ALT(CHAR('a'), SEQ(CHAR('a'), CHAR('a'))))
 | 
|  |    159 | 
 | 
|  |    160 | 
 | 
| 826 |    161 | @arg(doc = "Test EVIL3")
 | 
| 782 |    162 | @main
 | 
|  |    163 | def test3() = {
 | 
|  |    164 |   println("Test (a + aa)*")
 | 
|  |    165 | 
 | 
| 826 |    166 |   for (i <- 0 to 30 by 5) {
 | 
| 782 |    167 |     println(f"$i: ${time_needed(1, matcher(EVIL3, "a" * i))}%.5f")
 | 
|  |    168 |   }
 | 
|  |    169 | }
 | 
|  |    170 | 
 | 
| 826 |    171 | 
 | 
|  |    172 | // test: (1 + a + aa)*
 | 
|  |    173 | val EVIL4 = STAR(ALT(ONE, ALT(CHAR('a'), SEQ(CHAR('a'), CHAR('a')))))
 | 
|  |    174 | 
 | 
|  |    175 | @arg(doc = "Test EVIL4")
 | 
| 782 |    176 | @main
 | 
|  |    177 | def test4() = {
 | 
|  |    178 |   println("Test (1 + a + aa)*")
 | 
|  |    179 | 
 | 
| 826 |    180 |   for (i <- 0 to 30 by 5) {
 | 
| 782 |    181 |     println(f"$i: ${time_needed(1, matcher(EVIL4, "a" * i))}%.5f")
 | 
|  |    182 |   }
 | 
| 825 |    183 | }
 | 
| 826 |    184 | 
 | 
|  |    185 | @arg(doc = "Tests that show not all is hunky-dory, but a solution leads too far afield.")
 | 
|  |    186 | @main
 | 
|  |    187 | def fail() = { test3(); test4() } 
 | 
|  |    188 | 
 | 
|  |    189 | 
 |