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PEGParser

PEG Parser for Julia

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PEGParser

PEGParser is a PEG Parser for Julia with Packrat capabilties. PEGParser was inspired by pyparsing, parsimonious, boost::spirit, as well as several others.

Defining a grammar

To define a grammar you can write:

@grammar  begin
  rule1 = ...
  rule2 = ...
  ...
end

Allowed rules

The following rules can be used:

  • Terminals: Strings and characters
  • Or: a | b | c
  • And: a + b + c
  • Grouping: (a + b) | (c + d)
  • Optional: ?(a + b)
  • One or more: +((a + b) | (c + d))
  • Zero or more: *((a + b) | (c + d))
  • Look ahead: a > (b + c)
  • Regular expressions: r"[a-zA-Z]+"
  • Lists: list(rule, delim) or list(rule, delim, min=1)
  • Suppression: -rule
  • Semantic action: rule { expr }

For semantic actions, the expr may use the variables: node, value, first, last, and children. The value variable has a corresponding alias _0 and each element of children _i, where i is the index into children. See below for examples using this.

TODO

Multiple: (a+b)^(3, 5)

Example 1

Let's start by creating a simple calculator that can take two numbers and an operator to give a result.

We first define the grammar:

@grammar calc1 begin
  start = number + op + number
  op = plus | minus
  number = -space + r"[0-9]+"
  plus = -space + "+"
  minus = -space + "-"
  space = r"[ \t\n\r]*"
end

All grammars by default use start as the starting rule. You can specify a different starting rule in the parse function if you desire.

The starting rule is composed of two other rules: number and op. For this calculator, we only allow + and -. Note, that this could in fact be written more concisely with:

op = -space + r"[+-]"

The number rule just matches any digit between 0 to 9. You'll note that spaces appear in front of all terminals. This is because PEGs don't handle spaces automatically.

Now we can run this grammar with some input:

(ast, pos, error) = parse(calc1, "4+5")
println(ast)

will result in the following output:

node(start) {AndRule}
1: node(number) {AndRule}
  1: node(number.2) {'4',RegexRule}
2: node(plus) {AndRule}
  1: node(plus.2) {'+',Terminal}
3: node(number) {AndRule}
  1: node(number.2) {'5',RegexRule}

Our input is correctly parsed by our input, but we either have to traverse the tree to get out the result, or use change the output of the parse.

We can change the output of the parse with semantic actions. Every rule already has a semantic action attached to it. Normally it is set to either return a node in the tree or (for the or-rule) give the first child node.

For example, we can change the number rule to emit an actual number:

number = (-space + r"[0-9]+") { parseint(_1.value) }

The curly-braces after a rule allows either an expression or function to be used as the new action. In this case, the first child (the number, as the space is suppressed), as specified by _1, is parsed as an integer.

If we rewrite the grammar fully with actions defined for the rules, we end up with:

@grammar calc1 begin
  start = (number + op + number) {
    apply(eval(_2), _1, _3)
  }

  op = plus | minus
  number = (-space + r"[0-9]+") {parseint(_1.value)}
  plus = (-space + "+") {symbol(_1.value)}
  minus = (-space + "-") {symbol(_1.value)}
  space = r"[ \t\n\r]*"
end

data = "4+5"
(ast, pos, error) = parse(calc1, data)
println(ast)

We now get 9 as an answer. Thus, the parse is also doing the calculation. The code for this can be found in calc1.jl, with calc2.jl providing a more realistic (and useful) calculator.

Example 2

In calc3.jl, you can find a different approach to this problem. Instead of trying to calculate the answer immediately, the full syntax tree is created. This allows it to be transformed into different forms. In this example, we transform the tree into Julia code:

@grammar calc3 begin
  start = expr

  expr_op = term + op1 + expr
  expr = expr_op | term
  term_op = factor + op2 + term

  term = term_op | factor
  factor = number | pfactor
  pfactor = (lparen + expr + rparen) { _2 }
  op1 = add | sub
  op2 = mult | div

  number = (-space + float) { parsefloat(_1.value) } | (-space + integer) { parseint(_1.value) }
  add = (-space + "+") { symbol(_1.value) }
  sub = (-space + "-") { symbol(_1.value) }
  mult = (-space + "*") { symbol(_1.value) }
  div = (-space + "/") { symbol(_1.value) }

  lparen = (-space + "(") { _1 }
  rparen = (-space + ")") { _1 }
  space = r"[ \n\r\t]*"
end

You will also notice that instead of trying to define integer and float manually, we are now using pre-defined parsers. Custom parsers can be defined to both make defining new grammars easier as well as add new types of functionality (e.g. maintaining symbol tables).

The grammar is now ready to be used to parse strings:

(ast, pos, error) = parse(calc3, "3.145+5*(6-4.0)")

which results in the following AST:

node(start) {ReferencedRule}
  node(expr_op) {AndRule}
  1: 3.145 (Float64)
  2: + (Symbol)
  3: node(term_op) {AndRule}
    1: 5 (Int64)
    2: * (Symbol)
    3: node(expr_op) {AndRule}
      1: 6 (Int64)
      2: - (Symbol)
      3: 400.0 (Float64)

Now that we have an AST, we can create transforms to convert the AST into Julia code:

toexpr(node, cnodes, ::MatchRule{:default}) = cnodes
toexpr(node, cnodes, ::MatchRule{:term_op}) = Expr(:call, cnodes[2], cnodes[1], cnodes[3])
toexpr(node, cnodes, ::MatchRule{:expr_op}) = Expr(:call, cnodes[2], cnodes[1], cnodes[3])

and to use the transforms:

code = transform(toexpr, ast)

to generate the Expr:

Expr
  head: Symbol call
  args: Array(Any,(3,))
    1: Symbol +
    2: Float64 3.145
    3: Expr
      head: Symbol call
      args: Array(Any,(3,))
        1: Symbol *
        2: Int64 5
        3: Expr
        head: Symbol call
        args: Array(Any,(3,))
        typ: Any
      typ: Any
  typ: Any

Caveats

This is still very much a work in progress and doesn't yet have as much test coverage as I would like.

The error handling still needs a lot of work. Currently only a single error will be emitted, but the hope is to allow multiple errors to be returned.

julia-observer-html-cut-paste-3__work

First Commit

05/26/2014

Last Touched

about 2 months ago

Commits

90 commits