| author | Christian Urban <urbanc@in.tum.de> | 
| Sat, 09 Jun 2018 21:02:04 +0100 | |
| changeset 552 | 8a79cc0b277c | 
| parent 550 | a62357075346 | 
| child 556 | 4b0fffaef849 | 
| permissions | -rw-r--r-- | 
| 477 | 1 | // Simple matcher for basic regular expressions | 
| 2 | ||
| 54 | 3 | abstract class Rexp | 
| 471 | 4 | case object ZERO extends Rexp // matches nothing | 
| 5 | case object ONE extends Rexp // matches the empty string | |
| 6 | case class CHAR(c: Char) extends Rexp // matches a character c | |
| 7 | case class ALT(r1: Rexp, r2: Rexp) extends Rexp // alternative | |
| 8 | case class SEQ(r1: Rexp, r2: Rexp) extends Rexp // sequence | |
| 9 | case class STAR(r: Rexp) extends Rexp // star | |
| 49 | 10 | |
| 471 | 11 | // nullable function: tests whether a regular | 
| 49 | 12 | // expression can recognise the empty string | 
| 13 | def nullable (r: Rexp) : Boolean = r match {
 | |
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changeset | 14 | case ZERO => false | 
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changeset | 15 | case ONE => true | 
| 49 | 16 | case CHAR(_) => false | 
| 17 | case ALT(r1, r2) => nullable(r1) || nullable(r2) | |
| 18 | case SEQ(r1, r2) => nullable(r1) && nullable(r2) | |
| 19 | case STAR(_) => true | |
| 20 | } | |
| 21 | ||
| 513 | 22 | |
| 498 | 23 | |
| 49 | 24 | // derivative of a regular expression w.r.t. a character | 
| 25 | def der (c: Char, r: Rexp) : Rexp = r match {
 | |
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changeset | 26 | case ZERO => ZERO | 
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changeset | 27 | case ONE => ZERO | 
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changeset | 28 | case CHAR(d) => if (c == d) ONE else ZERO | 
| 49 | 29 | case ALT(r1, r2) => ALT(der(c, r1), der(c, r2)) | 
| 30 | case SEQ(r1, r2) => | |
| 31 | if (nullable(r1)) ALT(SEQ(der(c, r1), r2), der(c, r2)) | |
| 32 | else SEQ(der(c, r1), r2) | |
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changeset | 33 | case STAR(r1) => SEQ(der(c, r1), STAR(r1)) | 
| 49 | 34 | } | 
| 35 | ||
| 36 | // derivative w.r.t. a string (iterates der) | |
| 37 | def ders (s: List[Char], r: Rexp) : Rexp = s match {
 | |
| 38 | case Nil => r | |
| 54 | 39 | case c::s => ders(s, der(c, r)) | 
| 49 | 40 | } | 
| 41 | ||
| 42 | // main matcher function | |
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changeset | 43 | def matches(r: Rexp, s: String) : Boolean = nullable(ders(s.toList, r)) | 
| 49 | 44 | |
| 477 | 45 | |
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changeset | 46 | //examples from the homework | 
| 477 | 47 | |
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changeset | 48 | val r = STAR(ALT(SEQ(CHAR('a'), CHAR('b')), CHAR('b')))
 | 
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changeset | 49 | der('a', r)
 | 
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changeset | 50 | der('b', r)
 | 
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changeset | 51 | der('c', r)
 | 
| 49 | 52 | |
| 550 | 53 | val r2 = SEQ(SEQ(CHAR('x'), CHAR('y')), CHAR('z'))
 | 
| 54 | der('x', r2)
 | |
| 55 | der('y', der('x', r2))
 | |
| 56 | der('z', der('y', der('x', r2)))
 | |
| 546 | 57 | |
| 58 | ||
| 477 | 59 | //optional regular expression (one or zero times) | 
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changeset | 60 | def OPT(r: Rexp) = ALT(r, ONE) | 
| 49 | 61 | |
| 477 | 62 | //n-times regular expression (explicitly expanded) | 
| 49 | 63 | def NTIMES(r: Rexp, n: Int) : Rexp = n match {
 | 
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changeset | 64 | case 0 => ONE | 
| 49 | 65 | case 1 => r | 
| 66 | case n => SEQ(r, NTIMES(r, n - 1)) | |
| 67 | } | |
| 68 | ||
| 477 | 69 | |
| 70 | // Test Cases | |
| 71 | ||
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changeset | 72 | // the evil regular expression  a?{n} a{n}
 | 
| 415 | 73 | def EVIL1(n: Int) = SEQ(NTIMES(OPT(CHAR('a')), n), NTIMES(CHAR('a'), n))
 | 
| 422 | 74 | |
| 75 | // the evil regular expression (a*)*b | |
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changeset | 76 | val EVIL2 = SEQ(STAR(STAR(CHAR('a'))), CHAR('b'))
 | 
| 49 | 77 | |
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changeset | 78 | //for measuring time | 
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changeset | 79 | def time_needed[T](i: Int, code: => T) = {
 | 
| 49 | 80 | val start = System.nanoTime() | 
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changeset | 81 | for (j <- 1 to i) code | 
| 49 | 82 | val end = System.nanoTime() | 
| 83 | (end - start)/(i * 1.0e9) | |
| 84 | } | |
| 85 | ||
| 480 | 86 | |
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changeset | 87 | //test: (a?{n}) (a{n})
 | 
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changeset | 88 | for (i <- 1 to 20) {
 | 
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changeset | 89 | println(i + ": " + "%.5f".format(time_needed(2, matches(EVIL1(i), "a" * i)))) | 
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changeset | 90 | } | 
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changeset | 91 | |
| 415 | 92 | for (i <- 1 to 20) {
 | 
| 93 | println(i + ": " + "%.5f".format(time_needed(2, matches(EVIL1(i), "a" * i)))) | |
| 49 | 94 | } | 
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changeset | 95 | |
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changeset | 96 | //test: (a*)* b | 
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changeset | 97 | for (i <- 1 to 20) {
 | 
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changeset | 98 | println(i + " " + "%.5f".format(time_needed(2, matches(EVIL2, "a" * i)))) | 
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changeset | 99 | } | 
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changeset | 100 | |
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changeset | 101 | for (i <- 1 to 20) {
 | 
| 415 | 102 | println(i + " " + "%.5f".format(time_needed(2, matches(EVIL2, "a" * i)))) | 
| 103 | } | |
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changeset | 104 | |
| 477 | 105 | |
| 106 | ||
| 107 | ||
| 108 | // size of a regular expressions - for testing purposes | |
| 109 | def size(r: Rexp) : Int = r match {
 | |
| 110 | case ZERO => 1 | |
| 111 | case ONE => 1 | |
| 112 | case CHAR(_) => 1 | |
| 113 | case ALT(r1, r2) => 1 + size(r1) + size(r2) | |
| 114 | case SEQ(r1, r2) => 1 + size(r1) + size(r2) | |
| 115 | case STAR(r) => 1 + size(r) | |
| 116 | } | |
| 117 | ||
| 118 | // the expicit expansion in EVIL1(n) increases | |
| 119 | // drastically its size | |
| 120 | ||
| 121 | size(EVIL1(1)) // 5 | |
| 122 | size(EVIL1(3)) // 17 | |
| 123 | size(EVIL1(5)) // 29 | |
| 124 | size(EVIL1(7)) // 41 | |
| 479 | 125 | |
| 126 | ||
| 127 | // given a regular expression and building successive | |
| 128 | // derivatives might result into bigger and bigger | |
| 129 | // regular expressions...here is an example for this: | |
| 130 | ||
| 131 | val BIG_aux = STAR(ALT(CHAR('a'), CHAR('b')))
 | |
| 132 | val BIG = SEQ(BIG_aux, SEQ(CHAR('a'),SEQ(CHAR('b'), BIG_aux)))
 | |
| 133 | ||
| 134 | size(ders("".toList, BIG))              // 13
 | |
| 135 | size(ders("ab".toList, BIG))            // 51
 | |
| 136 | size(ders("abab".toList, BIG))          // 112
 | |
| 137 | size(ders("ababab".toList, BIG))        // 191
 | |
| 138 | size(ders("abababab".toList, BIG))      // 288
 | |
| 139 | size(ders("ababababab".toList, BIG))    // 403
 | |
| 140 | size(ders("abababababab".toList, BIG))  // 536
 | |
| 141 | ||
| 142 | ||
| 143 | size(ders(("ab" * 200).toList, BIG))    // 366808
 | |
| 144 |