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syntactes

A simpler Python parser generator.
The name is derived from Greek συντάκτης (/sin'daktis/) meaning editor/composer.

Features

  • Parsing table creation (LR0, SLR and LR1)
  • Token parsing, with callbacks that compute values on each reduction
  • Grammars written as text, one rule per line

Installation

> pip install syntactes

Quick start

Creating a parsing table

from syntactes import Grammar, Rule, SLRGenerator, Token

EOF = Token.eof()
S = Token("S", is_terminal=False)
E = Token("E", False)
T = Token("T", False)
x = Token("x", True)
PLUS = Token("+", True)

tokens = {EOF, S, E, T, x, PLUS}

# 0. S -> E $
# 1. E -> T + E
# 2. E -> T
# 3. T -> x
rule_1 = Rule(0, S, E, EOF)
rule_2 = Rule(1, E, T, PLUS, E)
rule_3 = Rule(2, E, T)
rule_4 = Rule(3, T, x)

rules = (rule_1, rule_2, rule_3, rule_4)

grammar = Grammar(rule_1, rules, tokens)

generator = SLRGenerator(grammar)

parsing_table = generator.generate()

print(parsing_table.pretty_str())

Running the above example produces this output:

GRAMMAR RULES
-------------
0. S -> E $
1. E -> T + E
2. E -> T
3. T -> x
-------------

SLR PARSING TABLE
-------------------------------------------------
|     |  $   |  +   |  E   |  S   |  T   |  x   |
-------------------------------------------------
|  1  |  --  |  --  |  s2  |  --  |  s3  |  s4  |
-------------------------------------------------
|  2  |  a   |  --  |  --  |  --  |  --  |  --  |
-------------------------------------------------
|  3  |  r2  |  s5  |  --  |  --  |  --  |  --  |
-------------------------------------------------
|  4  |  r3  |  r3  |  --  |  --  |  --  |  --  |
-------------------------------------------------
|  5  |  --  |  --  |  s6  |  --  |  s3  |  s4  |
-------------------------------------------------
|  6  |  r1  |  --  |  --  |  --  |  --  |  --  |
-------------------------------------------------

Parsing

from syntactes import Grammar, Rule, Token
from syntactes.parser import ParserError, SLRParser

EOF = Token.eof()
S = Token("S", is_terminal=False)
E = Token("E", False)
T = Token("T", False)
x = Token("x", True)
PLUS = Token("+", True)

tokens = {EOF, S, E, T, x, PLUS}

# 0. S -> E $
# 1. E -> T + E
# 2. E -> T
# 3. T -> x
rule_1 = Rule(0, S, E, EOF)
rule_2 = Rule(1, E, T, PLUS, E)
rule_3 = Rule(2, E, T)
rule_4 = Rule(3, T, x)

rules = (rule_1, rule_2, rule_3, rule_4)

grammar = Grammar(rule_1, rules, tokens)

parser = SLRParser.from_grammar(grammar)


@parser.execute_on(rule_1)
def result(e):
    # The starting rule's callback gets every right-hand side token except $.
    # Its return value is returned by parse().
    return e.value


@parser.execute_on(rule_2)
def add(t, plus, e):
    # One token per right-hand side symbol, in order. A non-terminal's value is
    # whatever the callback of the rule that produced it returned.
    print(f"reducing by {rule_2}: {t.value} {plus} {e.value}")
    return t.value + e.value


@parser.execute_on(rule_3)
def term(t):
    return t.value


@parser.execute_on(rule_4)
def number(x_token):
    # Terminals carry the value they were created with.
    return x_token.value


def num(value):
    return Token("x", True, value)


print("Parsing stream: 1 + 2 + 3 $\n")
print("result:", parser.parse([num(1), PLUS, num(2), PLUS, num(3), EOF]))

print("\nParsing stream: 1 + $\n")
try:
    parser.parse([num(1), PLUS, EOF])
except ParserError as e:
    print("ParserError:", e)

Running the above example produces this output:

Parsing stream: 1 + 2 + 3 $

reducing by E -> T + E: 2 + 3
reducing by E -> T + E: 1 + 5
result: 6

Parsing stream: 1 + $

ParserError: Received token: $; expected one of: ['x']

Callbacks

Callbacks are registered on a parser with @parser.execute_on(rule). Registering a rule that is not in the parser's grammar raises ValueError.

  • On each reduction, the rule's callback is called with one token per right-hand side symbol, in order.
  • The callback's return value becomes the value of the token pushed for the left-hand side, so the callback of an enclosing rule receives it. A rule without a callback pushes a token whose value is None.
  • When the parser accepts, the starting rule's callback is called with its right-hand side tokens, except the trailing $. Its return value is returned by parse(). Without a callback for the starting rule, parse() returns None.
  • Exceptions raised in callbacks propagate out of parse() unchanged.

Errors

parse() raises a syntactes.parser.ParserError:

  • UnexpectedTokenError if a token has no action in the current state, or if tokens follow the $ that completed the parse. Its expected_tokens holds the terminals that would have been accepted, sorted.
  • NotAcceptedError if the stream ends before the parser accepts.

Grammars

Grammar raises syntactes.GrammarError (a ValueError) if:

  • the starting rule is not in the rules, or doesn't end with $;
  • $ appears anywhere other than at the end of the starting rule;
  • a rule's left-hand side is a terminal;
  • a rule uses a symbol that is not in the tokens (ε is always allowed);
  • a non-terminal has no rules;
  • two rules have the same number.

GrammarError.problems holds the message as [(None, message)].

An empty rule can be written as Rule(n, A) or Rule(n, A, Token.null()). Its callback is called with no arguments.

Grammars from text

Grammar.from_text builds a grammar from text with one rule per line:

from syntactes import Grammar

grammar = Grammar.from_text("""
# Sums of numbers
expr -> expr PLUS NUMBER
expr -> NUMBER
""")

for rule in grammar.rules:
    print(f"{rule.number}. {rule}")
print(sorted(map(str, grammar.terminals())))
0. <start> -> expr $
1. expr -> expr PLUS NUMBER
2. expr -> NUMBER
['NUMBER', 'PLUS']
  • A rule is a left-hand side, ->, then the right-hand side symbols separated by whitespace. Names match [A-Za-z_][A-Za-z0-9_]*.
  • Names that appear on a left-hand side are non-terminals. Every other symbol is a terminal. grammar.terminals() returns them, without $ and ε.
  • An empty right-hand side (items ->), or a lone ε (items -> ε), is an empty rule.
  • Blank lines and lines starting with # are ignored.
  • The first rule's left-hand side is the start symbol. The starting rule <start> -> expr $ is added as rule 0, and the rules of the text are numbered from 1 in order, so rule n is the n-th rule line.

from_text reports every problem at once. It raises GrammarError, whose problems holds (line, message) pairs. line is 1-based, or None for a problem that isn't tied to a line, such as an empty grammar:

Grammar.from_text("expr NUMBER\nexpr -> NUMBER $\n")
# GrammarError.problems:
# [(1, "expected 'lhs -> symbols'"), (2, "'$' is reserved for the end of the input")]

A line is an error if it has no ->, an invalid name, a $, an ε next to other symbols, or repeats an earlier rule.

A valid grammar that is probably not what was intended raises a syntactes.GrammarWarning (with line and message) through warnings.warn for each non-terminal that can't be reached from the start symbol, or can't derive a string of terminals.

Conflicts

table.conflicts() lists the cells of a parsing table that hold more than one action. When parsing, conflicts are resolved the way yacc resolves them: shift wins over reduce, and between reduces the rule with the lowest number wins. For example, with E -> E + E, x + x + x is parsed as x + (x + x).

Metadata

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