| author | Christian Urban <urbanc@in.tum.de> | 
| Sun, 21 May 2017 07:35:35 +0100 | |
| changeset 494 | ac370a049359 | 
| parent 481 | e2e13cc2c9d7 | 
| child 498 | cd2d192775a4 | 
| permissions | -rw-r--r-- | 
| 477 | 1 | // Simple matcher for basic regular expressions | 
| 2 | ||
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changeset | 3 | |
| 54 | 4 | abstract class Rexp | 
| 471 | 5 | case object ZERO extends Rexp // matches nothing | 
| 6 | case object ONE extends Rexp // matches the empty string | |
| 7 | case class CHAR(c: Char) extends Rexp // matches a character c | |
| 8 | case class ALT(r1: Rexp, r2: Rexp) extends Rexp // alternative | |
| 9 | case class SEQ(r1: Rexp, r2: Rexp) extends Rexp // sequence | |
| 10 | case class STAR(r: Rexp) extends Rexp // star | |
| 49 | 11 | |
| 471 | 12 | // nullable function: tests whether a regular | 
| 49 | 13 | // expression can recognise the empty string | 
| 14 | def nullable (r: Rexp) : Boolean = r match {
 | |
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changeset | 15 | case ZERO => false | 
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changeset | 16 | case ONE => true | 
| 49 | 17 | case CHAR(_) => false | 
| 18 | case ALT(r1, r2) => nullable(r1) || nullable(r2) | |
| 19 | case SEQ(r1, r2) => nullable(r1) && nullable(r2) | |
| 20 | case STAR(_) => true | |
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changeset | 21 | |
| 49 | 22 | } | 
| 23 | ||
| 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 | |
| 477 | 53 | //optional regular expression (one or zero times) | 
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changeset | 54 | def OPT(r: Rexp) = ALT(r, ONE) | 
| 49 | 55 | |
| 477 | 56 | //n-times regular expression (explicitly expanded) | 
| 49 | 57 | def NTIMES(r: Rexp, n: Int) : Rexp = n match {
 | 
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changeset | 58 | case 0 => ONE | 
| 49 | 59 | case 1 => r | 
| 60 | case n => SEQ(r, NTIMES(r, n - 1)) | |
| 61 | } | |
| 62 | ||
| 477 | 63 | |
| 64 | // Test Cases | |
| 65 | ||
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changeset | 66 | // the evil regular expression  a?{n} a{n}
 | 
| 415 | 67 | def EVIL1(n: Int) = SEQ(NTIMES(OPT(CHAR('a')), n), NTIMES(CHAR('a'), n))
 | 
| 422 | 68 | |
| 69 | // the evil regular expression (a*)*b | |
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changeset | 70 | val EVIL2 = SEQ(STAR(STAR(CHAR('a'))), CHAR('b'))
 | 
| 49 | 71 | |
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changeset | 72 | //for measuring time | 
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changeset | 73 | def time_needed[T](i: Int, code: => T) = {
 | 
| 49 | 74 | val start = System.nanoTime() | 
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changeset | 75 | for (j <- 1 to i) code | 
| 49 | 76 | val end = System.nanoTime() | 
| 77 | (end - start)/(i * 1.0e9) | |
| 78 | } | |
| 79 | ||
| 480 | 80 | |
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changeset | 81 | //test: (a?{n}) (a{n})
 | 
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changeset | 82 | for (i <- 1 to 20) {
 | 
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changeset | 83 | println(i + ": " + "%.5f".format(time_needed(2, matches(EVIL1(i), "a" * i)))) | 
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changeset | 84 | } | 
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changeset | 85 | |
| 415 | 86 | for (i <- 1 to 20) {
 | 
| 87 | println(i + ": " + "%.5f".format(time_needed(2, matches(EVIL1(i), "a" * i)))) | |
| 49 | 88 | } | 
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changeset | 89 | |
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changeset | 90 | //test: (a*)* b | 
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changeset | 91 | for (i <- 1 to 20) {
 | 
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changeset | 92 | println(i + " " + "%.5f".format(time_needed(2, matches(EVIL2, "a" * i)))) | 
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changeset | 93 | } | 
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changeset | 94 | |
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changeset | 95 | for (i <- 1 to 20) {
 | 
| 415 | 96 | println(i + " " + "%.5f".format(time_needed(2, matches(EVIL2, "a" * i)))) | 
| 97 | } | |
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changeset | 98 | |
| 477 | 99 | |
| 100 | ||
| 101 | ||
| 102 | // size of a regular expressions - for testing purposes | |
| 103 | def size(r: Rexp) : Int = r match {
 | |
| 104 | case ZERO => 1 | |
| 105 | case ONE => 1 | |
| 106 | case CHAR(_) => 1 | |
| 107 | case ALT(r1, r2) => 1 + size(r1) + size(r2) | |
| 108 | case SEQ(r1, r2) => 1 + size(r1) + size(r2) | |
| 109 | case STAR(r) => 1 + size(r) | |
| 110 | } | |
| 111 | ||
| 112 | // the expicit expansion in EVIL1(n) increases | |
| 113 | // drastically its size | |
| 114 | ||
| 115 | size(EVIL1(1)) // 5 | |
| 116 | size(EVIL1(3)) // 17 | |
| 117 | size(EVIL1(5)) // 29 | |
| 118 | size(EVIL1(7)) // 41 | |
| 479 | 119 | |
| 120 | ||
| 121 | // given a regular expression and building successive | |
| 122 | // derivatives might result into bigger and bigger | |
| 123 | // regular expressions...here is an example for this: | |
| 124 | ||
| 125 | val BIG_aux = STAR(ALT(CHAR('a'), CHAR('b')))
 | |
| 126 | val BIG = SEQ(BIG_aux, SEQ(CHAR('a'),SEQ(CHAR('b'), BIG_aux)))
 | |
| 127 | ||
| 128 | size(ders("".toList, BIG))              // 13
 | |
| 129 | size(ders("ab".toList, BIG))            // 51
 | |
| 130 | size(ders("abab".toList, BIG))          // 112
 | |
| 131 | size(ders("ababab".toList, BIG))        // 191
 | |
| 132 | size(ders("abababab".toList, BIG))      // 288
 | |
| 133 | size(ders("ababababab".toList, BIG))    // 403
 | |
| 134 | size(ders("abababababab".toList, BIG))  // 536
 | |
| 135 | ||
| 136 | ||
| 137 | size(ders(("ab" * 200).toList, BIG))    // 366808
 | |
| 138 |