progs/parser-combinators/comb1.sc
author Christian Urban <christian.urban@kcl.ac.uk>
Sat, 11 Nov 2023 10:08:33 +0000
changeset 954 eda0ccf56c72
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permissions -rw-r--r--
updated
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// Parser Combinators: Simple Version
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//====================================
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//
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// Call with
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//
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//  amm comb1.sc
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//  Note, in the lectures I did not show the type bound
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//  using is: I => Seq[_], which means that the input 
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//  type 'I' needs to be a sequence. 
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type IsSeq[I] = I => Seq[_]
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abstract class Parser[I, T](using is: IsSeq[I])  {
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  def parse(in: I): Set[(T, I)]  
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  def parse_all(in: I) : Set[T] =
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    for ((hd, tl) <- parse(in); 
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        if is(tl).isEmpty) yield hd
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}
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// parser combinators
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// alternative parser
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class AltParser[I : IsSeq, T](p: => Parser[I, T], 
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                              q: => Parser[I, T]) extends Parser[I, T] {
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  def parse(in: I) = p.parse(in) ++ q.parse(in)   
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}
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// sequence parser
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class SeqParser[I: IsSeq, T, S](p: => Parser[I, T], 
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                                q: => Parser[I, S]) extends Parser[I, (T, S)] {
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  def parse(in: I) = 
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    for ((hd1, tl1) <- p.parse(in); 
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         (hd2, tl2) <- q.parse(tl1)) yield ((hd1, hd2), tl2)
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}
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// map parser
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class MapParser[I : IsSeq, T, S](p: => Parser[I, T], 
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                                 f: T => S) extends Parser[I, S] {
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  def parse(in: I) = for ((hd, tl) <- p.parse(in)) yield (f(hd), tl)
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}
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// an example of an atomic parser for characters
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case class CharParser(c: Char) extends Parser[String, Char] {
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  def parse(in: String) = 
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    if (in != "" && in.head == c) Set((c, in.tail)) else Set()
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}
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val ap = CharParser('a')
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val bp = CharParser('b')
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val abp = SeqParser(ap, bp)
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MapParser(abp, ab => s"$ab").parse("abc")
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// an atomic parser for parsing strings according to a regex
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import scala.util.matching.Regex
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case class RegexParser(reg: Regex) extends Parser[String, String] {
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  def parse(in: String) = reg.findPrefixMatchOf(in) match {
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    case None => Set()
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    case Some(m) => Set((m.matched, m.after.toString))  
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  }
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}
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// atomic parsers for numbers and "verbatim" strings 
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val NumParser = RegexParser("[0-9]+".r)
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def StrParser(s: String) = RegexParser(Regex.quote(s).r)
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NumParser.parse("123a123bc") 
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StrParser("else").parse("elsethen")
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// NumParserInt transforms a "string integer" into a propper Int
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// (needs "new" because MapParser is not a case class)
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val NumParserInt = MapParser(NumParser, (s: String) => s.toInt)
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NumParserInt.parse("123abc")
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// the following string interpolation allows us to write 
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// StrParser(_some_string_) more conveniently as 
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//
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// p"<_some_string_>" 
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extension (sc: StringContext) 
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  def p(args: Any*) = StrParser(sc.s(args:_*))
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(p"else").parse("elsethen")           
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// more convenient syntax for parser combinators
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extension [I: IsSeq, T](p: Parser[I, T]) {
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  def ||(q : => Parser[I, T]) = new AltParser[I, T](p, q)
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  def ~[S] (q : => Parser[I, S]) = new SeqParser[I, T, S](p, q)
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  def map[S](f: => T => S) = new MapParser[I, T, S](p, f)
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}
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// simple example of transforming the 
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// result into capital letters
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def toU(s: String) = s.map(_.toUpper)
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(p"else").map(toU(_)).parse("elseifthen")  
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// these implicits allow us to use an infix notation for
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// sequences and alternatives; we also can write the usual
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// map for a MapParser
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// with this NumParserInt can now be written more conveniently
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// as:
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val NumParserInt2 = NumParser.map(_.toInt)
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val x = 1 + 3
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// A parser for palindromes (just returns them as string)
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//  since the parser is recursive it needs to be lazy
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lazy val Pal : Parser[String, String] = {
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   (p"a" ~ Pal ~ p"a").map{ case ((x, y), z) => s"$x$y$z" } || 
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   (p"b" ~ Pal ~ p"b").map{ case ((x, y), z) => s"$x$y$z" } || 
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    p"a" || p"b" || p""
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}  
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// examples
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Pal.parse_all("abacaba")
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Pal.parse("abacaaba")
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println("Palindrome: " + Pal.parse_all("abaaaba"))
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// A parser for wellnested parentheses 
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//
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//   P ::= ( P ) P | epsilon
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//
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//   (transforms '(' -> '{' , ')' -> '}' )
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lazy val P : Parser[String, String] = {
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  (p"(" ~ P ~ p")" ~ P).map{ case (((_, x), _), y) => "{" + x + "}" + y } ||
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  p""
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}  
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println(P.parse_all("(((()()))())"))
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println(P.parse_all("(((()()))()))"))
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println(P.parse_all(")("))
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println(P.parse_all("()"))
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c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   150
// A parser for arithmetic expressions (Terms and Factors)
898
45a48c47dcca updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 897
diff changeset
   151
954
eda0ccf56c72 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 948
diff changeset
   152
"1 + 2 * 3"
eda0ccf56c72 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 948
diff changeset
   153
"(1 + 2) * 3"
eda0ccf56c72 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 948
diff changeset
   154
{
799
85267be9a5ed updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 742
diff changeset
   155
lazy val E: Parser[String, Int] = {
732
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   156
  (T ~ p"+" ~ E).map{ case ((x, _), z) => x + z } ||
799
85267be9a5ed updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 742
diff changeset
   157
  (T ~ p"-" ~ E).map{ case ((x, _), z) => x - z } || T }
85267be9a5ed updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 742
diff changeset
   158
lazy val T: Parser[String, Int] = {
85267be9a5ed updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 742
diff changeset
   159
  (F ~ p"*" ~ T).map{ case ((x, _), z) => x * z } || F }
85267be9a5ed updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 742
diff changeset
   160
lazy val F: Parser[String, Int] = {
85267be9a5ed updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 742
diff changeset
   161
  (p"(" ~ E ~ p")").map{ case ((_, y), _) => y } || NumParserInt }
954
eda0ccf56c72 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 948
diff changeset
   162
}
732
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   163
println(E.parse_all("1+3+4"))
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   164
println(E.parse("1+3+4"))
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   165
println(E.parse_all("4*2+3"))
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   166
println(E.parse_all("4*(2+3)"))
954
eda0ccf56c72 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 948
diff changeset
   167
println(E.parse_all("(4)*(((2+3)))"))
732
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   168
println(E.parse_all("4/2+3"))
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   169
println(E.parse("1 + 2 * 3"))
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   170
println(E.parse_all("(1+2)+3"))
799
85267be9a5ed updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 742
diff changeset
   171
println(E.parse_all("1+2+3"))
732
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   172
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   173
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   174
// with parser combinators (and other parsing algorithms)
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   175
// no left-recursion is allowed, otherwise the will loop
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   176
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   177
lazy val EL: Parser[String, Int] = 
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   178
  ((EL ~ p"+" ~ EL).map{ case ((x, y), z) => x + z} || 
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   179
   (EL ~ p"*" ~ EL).map{ case ((x, y), z) => x * z} ||
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   180
   (p"(" ~ EL ~ p")").map{ case ((x, y), z) => y} ||
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   181
   NumParserInt)
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   182
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   183
// this will run forever:
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   184
//println(EL.parse_all("1+2+3"))
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   185
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   186
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   187
// non-ambiguous vs ambiguous grammars
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   188
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   189
// ambiguous
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   190
lazy val S : Parser[String, String] =
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   191
  (p"1" ~ S ~ S).map{ case ((x, y), z) => x + y + z } || p""
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   192
850
Christian Urban <christian.urban@kcl.ac.uk>
parents: 849
diff changeset
   193
//println(time(S.parse("1" * 10)))
Christian Urban <christian.urban@kcl.ac.uk>
parents: 849
diff changeset
   194
//println(time(S.parse_all("1" * 10)))
732
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   195
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   196
// non-ambiguous
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   197
lazy val U : Parser[String, String] =
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   198
  (p"1" ~ U).map{ case (x, y) => x + y } || p""
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   199
850
Christian Urban <christian.urban@kcl.ac.uk>
parents: 849
diff changeset
   200
//println(time(U.parse("1" * 10)))
Christian Urban <christian.urban@kcl.ac.uk>
parents: 849
diff changeset
   201
//println(time(U.parse_all("1" * 10)))
732
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   202
println(U.parse("1" * 25))
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   203
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   204
U.parse("11")
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   205
U.parse("11111")
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   206
U.parse("11011")
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   207
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   208
U.parse_all("1" * 100)
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   209
U.parse_all("1" * 100 + "0")
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   210
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   211
// you can see the difference in second example
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   212
//S.parse_all("1" * 100)         // succeeds
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   213
//S.parse_all("1" * 100 + "0")   // fails
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   214
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   215
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   216
// A variant which counts how many 1s are parsed
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   217
lazy val UCount : Parser[String, Int] =
799
85267be9a5ed updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 742
diff changeset
   218
  (p"1" ~ UCount).map{ case (_, y) => y + 1 } || p"".map{ _ => 0 }
732
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   219
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   220
println(UCount.parse("11111"))
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   221
println(UCount.parse_all("11111"))
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   222
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   223
// Two single character parsers
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   224
lazy val One : Parser[String, String] = p"a"
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   225
lazy val Two : Parser[String, String] = p"b"
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   226
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   227
One.parse("a")
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   228
One.parse("aaa")
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   229
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   230
// note how the pairs nest to the left with sequence parsers
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   231
(One ~ One).parse("aaa")
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   232
(One ~ One ~ One).parse("aaa")
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   233
(One ~ One ~ One ~ One).parse("aaaa")
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   234
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   235
(One || Two).parse("aaa")
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   236
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   237
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   238
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   239
// a problem with the arithmetic expression parser: it 
742
b5b5583a3a08 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 732
diff changeset
   240
// gets very slow with deeply nested parentheses
732
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   241
919
53f08d873e09 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 906
diff changeset
   242
println("A runtime problem")
732
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   243
println(E.parse("1"))
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   244
println(E.parse("(1)"))
c7bdd7eac4cb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents:
diff changeset
   245
println(E.parse("((1))"))
906
2bf1516d730f updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 898
diff changeset
   246
println(E.parse("(((1)))"))
2bf1516d730f updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 898
diff changeset
   247
println(E.parse("((((1))))"))
919
53f08d873e09 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 906
diff changeset
   248
println(E.parse("((((((1))))))"))
53f08d873e09 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 906
diff changeset
   249
println(E.parse("(((((((1)))))))"))
906
2bf1516d730f updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 898
diff changeset
   250
//println(E.parse("((((((((1))))))))"))
828
bdcaecdee9eb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 803
diff changeset
   251
bdcaecdee9eb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 803
diff changeset
   252
919
53f08d873e09 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 906
diff changeset
   253
// faster because of merge in the +/- case
906
2bf1516d730f updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 898
diff changeset
   254
lazy val E2: Parser[String, Int] = {
919
53f08d873e09 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 906
diff changeset
   255
  (T2 ~ (p"+" || p"-") ~ E2).map[Int]{ case ((x, y), z) => if (y == "+") x + z else x - z} || T2 }
906
2bf1516d730f updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 898
diff changeset
   256
lazy val T2: Parser[String, Int] = {
919
53f08d873e09 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 906
diff changeset
   257
  (F2 ~ p"*" ~ T2).map[Int]{ case ((x, _), z) => x * z } || F2 }
906
2bf1516d730f updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 898
diff changeset
   258
lazy val F2: Parser[String, Int] = {
919
53f08d873e09 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 906
diff changeset
   259
  (p"(" ~ E2 ~ p")").map[Int]{ case ((_, y), _) => y } || NumParserInt }
828
bdcaecdee9eb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 803
diff changeset
   260
bdcaecdee9eb updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 803
diff changeset
   261
919
53f08d873e09 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 906
diff changeset
   262
println("mitigated by merging clauses")
906
2bf1516d730f updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 898
diff changeset
   263
println(E2.parse("1"))
2bf1516d730f updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 898
diff changeset
   264
println(E2.parse("(1)"))
2bf1516d730f updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 898
diff changeset
   265
println(E2.parse("((1))"))
2bf1516d730f updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 898
diff changeset
   266
println(E2.parse("(((1)))"))
2bf1516d730f updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 898
diff changeset
   267
println(E2.parse("((((1))))"))
919
53f08d873e09 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 906
diff changeset
   268
println(E2.parse("((((((1))))))"))
53f08d873e09 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 906
diff changeset
   269
println(E2.parse("(((((((1)))))))"))
937
dc5ab66b11cc updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 919
diff changeset
   270
println(E2.parse("((((((((1))))))))"))