regex-automata

regex-automata

A toy implementation of regular expressions using finite automata. Its API is modeled after the standard re module, so it can be used as a drop-in replacement (not all re features are supported, though, and it behaves differently in edge cases).

Intended as a white-box implementation, it gives full tracing output for parsing and matching. Diagrams of abstract syntax tree and the automaton are also available.

Usage

import regex_automata as re
import logging

logging.basicConfig(level=logging.INFO)             # show verbose output

pattern = re.compile(r"(foo)*bar|baz")              # regex_automata.Pattern

m = pattern.fullmatch("foofoobar")                  # regex_automata.Match
pattern.fullmatch("foo")                            # None

pattern.ast                                         # regex_automata.parser.ast.AstNode
pattern.raw_ast                                     # regex_automata.parser.ast.AstNode
pattern.nfa                                         # regex_automata.automata.nfa.NFA

pattern.render_ast("regex_ast.svg")
pattern.render_ast("regex_ast_raw.svg", raw=True)
pattern.render_nfa("regex_nfa.svg")

pattern2 = re.compile(r"[a-z_-][a-z0-9_-]*", re.IGNORECASE)
pattern2.tokens
# [CharacterSet(span=(0, 7), text='[a-z_-]', set=RangeSet(((45, 46), (95, 96), (97, 123)))),
#  CharacterSet(span=(7, 17), text='[a-z0-9_-]', set=RangeSet(((45, 46), (48, 58), (95, 96), (97, 123)))),
#  Repetition(span=(17, 18), text='*', min=0, max=None)]

list(re.finditer(r"[0-9]{2,}", "123"))
# [<Match span=(0, 3), match='123'>]
list(re.finditer(r"[0-9]{2,}", "123", all_matches=True))
# [<Match span=(0, 3), match='123'>, <Match span=(0, 2), match='12'>, <Match span=(1, 3), match='23'>]

Abstract syntax tree of "(foo)*bar|baz" (ie. pattern.ast):

Finite automaton accepting "(foo)*bar|baz" (ie. pattern.nfa):

Features compared to standard re module

regex-automata is generally compatible with re - features either work as intended or fail with regex_automata.errors.UnsupportedSyntaxError. In some edge cases, results differ: most notably when there are multiple greedy quantifiers next to each other.

regex-automata passes 299/305 re pattern tests, with additional 98 tests ignored due to testing unsupported features.

• Library

  • match(), fullmatch(), search(), finditer(), sub(), subn() methods
  • Match object containing span, matched text and groups
  • flags DOTALL, IGNORECASE and MULTILINE

• Syntax

  • character sets: ., [...] (special sequences such as \w are supported, but not inside square brackets)
  • repetition: *, ?, +, {n,k}
  • boundary assertions: ^, $, \b, \B, \A, \Z
  • groups: (...), (?:...), (?P<name>...)
  • inline flags eg. (?i)
  • comments (?#...)

• Notable features that are not supported by this library but are in standard re:

  • backreferences in patterns (\1, \g<1> etc.)
  • lookahead/lookbehind assertions ((?=...), (?!...), (?<=...), (?<!...))
  • non-greedy and possessive repetition (*?, *+, etc.)
  • bytes support
  • UNICODE flag, non-ASCII meaning for \d etc.

Implementation overview

• Input pattern is tokenized via regex_automata.parser.tokenizer.Tokenizer
  • Characters and sets are represented with regex_automata.automata.rangeset.RangeSet
• List of tokens is processed by recursive descent parser regex_automata.parser.parser.Parser
• Parser produces "raw" abstract syntax tree composed of regex_automata.parser.ast.AstNode nodes
• AST is processed with regex_automata.parser.ast_processor.ASTProcessor to produce the final tree
  • This is used to replace fancy repetition with primitives (union, concatenation, iteration)
• Epsilon-free NFA is recursively constructed from the AST using regex_automata.regex.nfa_builder.NFABuilder
• The processed pattern is stored in regex_automata.regex.pattern.Pattern, which is the high-level interface
• When processing input text, the text and NFA are passed to regex_automata.regex.nfa_evaluator.NFAEvaluator
• The evaluator produces regex_automata.regex.match.Match objects

Grammar

The recursive descent parser uses the following LL(1) grammar:

 1.  E  → F E'
 2.  E' → | E
 3.  E' → ε
 4.  F  → G F'
 5.  F' → G F'
 6.  F' → ε
 7.  G  → H G'
 8.  G' → *
 9.  G' → ε
10.  H  → ( E )
11.  H  → a                     (a character or character set)
12.  E  → ε
13.  F  → ε
14.  G  → boundary_assertion    (one of: ^, $, \A, \Z, \b, \B)

Which is derived from the following CFG:

E → F | E
E → F
E → ε
F → G F
F → G
G → H *
G → H
G → boundary_assertion
H → ( E )
H → a

Which is derived from the following CFG:

E → E | E
E → E E
E → E *
E → ( E )
E → a
E → boundary_assertion
E → ε

License

MIT, see LICENSE.txt.