pyparsing-rs

CI PyPI Python License: MIT GitHub Release

High-performance parser combinator library written in Rust with Python bindings. Drop-in replacement for Python's pyparsing with 20-40x faster single parse calls and 500-16,000x faster batch/search operations.

Performance

All benchmarks compare against pyparsing 3.3.2 on the same machine, same inputs, live baselines.

Single parse_string() call

Parser pyparsing pyparsing-rs Speedup
Literal 5.6 us 0.3 us 22x
Keyword 5.8 us 0.3 us 23x
Word 5.9 us 0.3 us 17x
Regex 7.3 us 0.4 us 19x
Complex expr 20.7 us 0.5 us 43x

Batch parse_batch() (10K strings)

Parser pyparsing (loop) pyparsing-rs Speedup
Literal 41.0 ms 0.05 ms 849x
Word 46.9 ms 0.03 ms 1,772x
Regex 51.1 ms 0.02 ms 2,248x
Complex expr 91.8 ms 0.04 ms 2,219x

search_string() (225KB text)

Operation pyparsing pyparsing-rs Speedup
Literal search (5K matches) 226.3 ms 0.01 ms 15,966x
Word search (50K matches) 253.8 ms 0.13 ms 1,930x
Literal transform 241.6 ms 0.16 ms 1,558x

Installation

pip install pyparsing-rs

Pre-built wheels for Linux, macOS, and Windows across Python 3.9-3.13.

From source

pip install maturin
git clone https://github.com/AiBrush/pyparsing-rs.git
cd pyparsing-rs
maturin develop --release

Usage

import pyparsing_rs as pp

# Basic elements
lit = pp.Literal("hello")
word = pp.Word(pp.alphas())
regex = pp.Regex(r"\d+")
kw = pp.Keyword("return")

# Combinators (via operators)
sequence = lit + word          # And
first_match = lit | word       # MatchFirst
longest_match = lit ^ word     # Or

# Repetition
zero_or_more = pp.ZeroOrMore(word)
one_or_more = pp.OneOrMore(word)
optional = pp.Opt(word)

# Result manipulation
grouped = pp.Group(word + word)
suppressed = pp.Suppress(lit)
combined = pp.Combine(word + word)

# Recursive grammars
expr = pp.Forward()
expr <<= word | pp.Literal("(") + expr + pp.Literal(")")

# Parse
result = lit.parse_string("hello world")
print(result.as_list())  # ['hello']

# Search
matches = word.search_string("hello world foo bar")

# Batch (process many strings at once)
results = word.parse_batch(["hello", "world", "foo"])

Implemented Elements

Category Elements
Literals Literal, Keyword, CaselessLiteral, CaselessKeyword
Characters Word, Char, Regex, QuotedString
Combinators And (+), MatchFirst (|), Or (^)
Repetition ZeroOrMore, OneOrMore, Opt/Optional, Exactly
Structure Group, Suppress, Combine, Forward
Positional StringStart, StringEnd, LineStart, LineEnd
Special Empty, NoMatch, SkipTo
Helpers one_of(), alphas(), nums(), alphanums(), printables()

Architecture

src/
  lib.rs              # PyO3 bindings
  core/
    parser.rs         # ParserElement trait
    context.rs        # Zero-copy parse context
    results.rs        # ParseResults (list + named captures)
    exceptions.rs     # ParseException
  elements/
    literals.rs       # Literal, Keyword, CaselessLiteral
    chars.rs          # Word, Char, Regex, QuotedString (256-bit CharSet)
    combinators.rs    # And, MatchFirst, Or
    repetition.rs     # ZeroOrMore, OneOrMore, Opt, Exactly
    structure.rs      # Group, Suppress, Combine
    forward.rs        # Forward (recursive grammars)
    positional.rs     # StringStart, StringEnd, LineStart, LineEnd

Key optimizations

  • Zero-copy parsing: &str slices over original input, no allocation
  • 256-bit CharSet: 4x64-bit bitset for O(1) ASCII character membership
  • First-byte fast path: Literal matching checks first char before full comparison
  • SIMD search: memchr crate for search_string and transform_string
  • Batch processing: Amortize Python-Rust FFI overhead across thousands of inputs
  • Aggressive release profile: LTO, single codegen unit, panic=abort, stripped symbols

Development

# Build
maturin develop --release

# Test
pytest tests/ -v

# Benchmark
python tests/test_performance.py

Links

  • PyPI - Python package
  • GitHub - Source code and issues

License

MIT

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for aibrush from gravatar.com aibrush

Credits

Author: aibrush

License

MIT License (MIT)

Requires

Python >=3.9

Tags

parsing parser grammar rust fast

Classifiers

Report project as malware

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for aibrush from gravatar.com aibrush

Credits

Author: aibrush

License

MIT License (MIT)

Requires

Python >=3.9

Tags

parsing parser grammar rust fast

Classifiers

Report project as malware

Release files for pyparsing-rs 0.2.7

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pyparsing-rs 0.2.7
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Built distributions (wheels)

Table of built distributions (wheels) for pyparsing-rs 0.2.7
File
pyparsing_rs-0.2.7-cp313-cp313-win_amd64.whl 753.1 kB CPython 3.13 CPython 3.13 Windows x86-64 Details
pyparsing_rs-0.2.7-cp313-cp313-win32.whl 670.5 kB CPython 3.13 CPython 3.13 Windows x86-32 Details
pyparsing_rs-0.2.7-cp313-cp313-musllinux_1_2_x86_64.whl 1.1 MB CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
pyparsing_rs-0.2.7-cp313-cp313-musllinux_1_2_i686.whl 1.1 MB CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-32 Details
pyparsing_rs-0.2.7-cp313-cp313-musllinux_1_2_armv7l.whl 1.1 MB CPython 3.13 CPython 3.13 Linux musl 1.2+ ARMv7l Details
pyparsing_rs-0.2.7-cp313-cp313-musllinux_1_2_aarch64.whl 1.0 MB CPython 3.13 CPython 3.13 Linux musl 1.2+ ARM64 Details
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pyparsing_rs-0.2.7-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 799.5 kB CPython 3.13 CPython 3.13 Linux glibc 2.17+ ARMv7l Details
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pyparsing_rs-0.2.7-cp312-cp312-musllinux_1_2_i686.whl 1.1 MB CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-32 Details
pyparsing_rs-0.2.7-cp312-cp312-musllinux_1_2_armv7l.whl 1.1 MB CPython 3.12 CPython 3.12 Linux musl 1.2+ ARMv7l Details
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pyparsing_rs-0.2.7-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl 848.3 kB CPython 3.12 CPython 3.12 Linux glibc 2.5+ x86-32 Details
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pyparsing_rs-0.2.7-cp312-cp312-macosx_10_12_x86_64.whl 815.6 kB CPython 3.12 CPython 3.12 macOS 10.12+ x86-64 Details
pyparsing_rs-0.2.7-cp311-cp311-win_amd64.whl 743.1 kB CPython 3.11 CPython 3.11 Windows x86-64 Details
pyparsing_rs-0.2.7-cp311-cp311-win32.whl 671.2 kB CPython 3.11 CPython 3.11 Windows x86-32 Details
pyparsing_rs-0.2.7-cp311-cp311-musllinux_1_2_x86_64.whl 1.1 MB CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
pyparsing_rs-0.2.7-cp311-cp311-musllinux_1_2_i686.whl 1.0 MB CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-32 Details
pyparsing_rs-0.2.7-cp311-cp311-musllinux_1_2_armv7l.whl 1.1 MB CPython 3.11 CPython 3.11 Linux musl 1.2+ ARMv7l Details
pyparsing_rs-0.2.7-cp311-cp311-musllinux_1_2_aarch64.whl 1.0 MB CPython 3.11 CPython 3.11 Linux musl 1.2+ ARM64 Details
pyparsing_rs-0.2.7-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 876.5 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
pyparsing_rs-0.2.7-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl 963.8 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ IBM System/390x Details
pyparsing_rs-0.2.7-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 893.7 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ PowerPC 64-le Details
pyparsing_rs-0.2.7-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 798.1 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARMv7l Details
pyparsing_rs-0.2.7-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 827.4 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARM64 Details
pyparsing_rs-0.2.7-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl 847.5 kB CPython 3.11 CPython 3.11 Linux glibc 2.5+ x86-32 Details
pyparsing_rs-0.2.7-cp311-cp311-macosx_11_0_arm64.whl 741.3 kB CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
pyparsing_rs-0.2.7-cp311-cp311-macosx_10_12_x86_64.whl 817.9 kB CPython 3.11 CPython 3.11 macOS 10.12+ x86-64 Details
pyparsing_rs-0.2.7-cp310-cp310-win_amd64.whl 743.1 kB CPython 3.10 CPython 3.10 Windows x86-64 Details
pyparsing_rs-0.2.7-cp310-cp310-win32.whl 671.2 kB CPython 3.10 CPython 3.10 Windows x86-32 Details
pyparsing_rs-0.2.7-cp310-cp310-musllinux_1_2_x86_64.whl 1.1 MB CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
pyparsing_rs-0.2.7-cp310-cp310-musllinux_1_2_i686.whl 1.0 MB CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-32 Details
pyparsing_rs-0.2.7-cp310-cp310-musllinux_1_2_armv7l.whl 1.1 MB CPython 3.10 CPython 3.10 Linux musl 1.2+ ARMv7l Details
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pyparsing_rs-0.2.7-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl 963.9 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ IBM System/390x Details
pyparsing_rs-0.2.7-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 893.9 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ PowerPC 64-le Details
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pyparsing_rs-0.2.7-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl 847.6 kB CPython 3.10 CPython 3.10 Linux glibc 2.5+ x86-32 Details
pyparsing_rs-0.2.7-cp310-cp310-macosx_11_0_arm64.whl 741.2 kB CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
pyparsing_rs-0.2.7-cp310-cp310-macosx_10_12_x86_64.whl 818.0 kB CPython 3.10 CPython 3.10 macOS 10.12+ x86-64 Details
pyparsing_rs-0.2.7-cp39-cp39-win_amd64.whl 743.9 kB CPython 3.9 CPython 3.9 Windows x86-64 Details
pyparsing_rs-0.2.7-cp39-cp39-win32.whl 671.7 kB CPython 3.9 CPython 3.9 Windows x86-32 Details
pyparsing_rs-0.2.7-cp39-cp39-musllinux_1_2_x86_64.whl 1.1 MB CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details
pyparsing_rs-0.2.7-cp39-cp39-musllinux_1_2_i686.whl 1.1 MB CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-32 Details
pyparsing_rs-0.2.7-cp39-cp39-musllinux_1_2_armv7l.whl 1.1 MB CPython 3.9 CPython 3.9 Linux musl 1.2+ ARMv7l Details
pyparsing_rs-0.2.7-cp39-cp39-musllinux_1_2_aarch64.whl 1.0 MB CPython 3.9 CPython 3.9 Linux musl 1.2+ ARM64 Details
pyparsing_rs-0.2.7-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 877.7 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
pyparsing_rs-0.2.7-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl 965.3 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ IBM System/390x Details
pyparsing_rs-0.2.7-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 894.6 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ PowerPC 64-le Details
pyparsing_rs-0.2.7-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 799.7 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARMv7l Details
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pyparsing_rs-0.2.7-cp39-cp39-macosx_11_0_arm64.whl 742.1 kB CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
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Total release size: 62.2 MB

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