fast-walk

A fast reimplementation of Python's ast.walk, written in Rust.

Installation

pip install fast-walk

Usage

Two public entry points, depending on whether you care about traversal order:

import ast
from fast_walk import walk_dfs, walk_unordered

tree = ast.parse("def f(x): return x + 1")

# Strict depth-first pre-order.
for node in walk_dfs(tree):
    ...

# Implementation-defined order; same node set, faster.
# ast.walk itself makes no ordering guarantee, so this is a drop-in for most code.
for node in walk_unordered(tree):
    ...

Which one to use

  • walk_unordered — default choice. Same set of nodes as ast.walk but with better cache behavior (batched dict-metadata prefetching). Roughly 25% faster than walk_dfs on real Python source.
  • walk_dfs — pick this only if your code actually depends on depth-first pre-order visitation. ast.walk does not document an order, so most callers can safely use walk_unordered.

Performance

Benchmark on CPython 3.13, walking the AST of difflib.py (~2000 lines, ~4300 unique AST nodes), best-of-N run pinned to a single CPU with the performance governor:

implementation min time relative
ast.walk (stdlib) ~1.9 ms 1×
pure-Python equivalent ~400 µs ~5×
fast_walk.walk_dfs ~5.6 µs ~340×
fast_walk.walk_unordered ~4.3 µs ~440×

Both fast_walk entry points are semantically equivalent to list(ast.walk(node)) — they return the same set of AST nodes. They differ only in visit order. User-attached attributes outside _fields (e.g. a .parent back-reference set by an AST transformer) are ignored, matching ast.walk's behaviour.

Development

Prerequisites

  • Rust (latest stable)
  • Python 3.13+
  • maturin

Building from source

pip install maturin

# Iterative builds (debug profile):
maturin develop

# Optimized builds for benchmarking:
maturin develop --release

Running the tests and benchmarks

# Correctness + refcount leak tests:
pytest tests/test_refcount.py

# Benchmarks (codspeed, walltime mode):
pytest tests/benchmarks.py --codspeed

License

MIT

Links

Key dates

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  • Released:
Latest release

Owner

PyPI data
Data sourced directly from PyPI's database.

License

MIT

Requires

Python >=3.13

Classifiers

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Metadata

Key dates

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Data sourced directly from PyPI's database.
  • Released:
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License

MIT

Requires

Python >=3.13

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Release files for fast-walk 0.2.2

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Source distribution for fast-walk 0.2.2
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Built distributions (wheels)

Table of built distributions (wheels) for fast-walk 0.2.2
File
fast_walk-0.2.2-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 649.0 kB CPython 3.15 CPython 3.15 free-threading Linux glibc 2.17+ x86-64 Details
fast_walk-0.2.2-cp315-cp315t-manylinux_2_5_i686.manylinux1_i686.whl 633.5 kB CPython 3.15 CPython 3.15 free-threading Linux glibc 2.5+ x86-32 Details
fast_walk-0.2.2-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 651.9 kB CPython 3.15 CPython 3.15 Linux glibc 2.17+ x86-64 Details
fast_walk-0.2.2-cp315-cp315-manylinux_2_5_i686.manylinux1_i686.whl 635.6 kB CPython 3.15 CPython 3.15 Linux glibc 2.5+ x86-32 Details
fast_walk-0.2.2-cp314-cp314t-musllinux_1_2_x86_64.whl 810.3 kB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
fast_walk-0.2.2-cp314-cp314t-musllinux_1_2_i686.whl 853.0 kB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-32 Details
fast_walk-0.2.2-cp314-cp314t-musllinux_1_2_armv7l.whl 894.9 kB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARMv7l Details
fast_walk-0.2.2-cp314-cp314t-musllinux_1_2_aarch64.whl 766.5 kB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64 Details
fast_walk-0.2.2-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 648.8 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-64 Details
fast_walk-0.2.2-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl 666.5 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ IBM System/390x Details
fast_walk-0.2.2-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 619.5 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ PowerPC 64-le Details
fast_walk-0.2.2-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 623.0 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARMv7l Details
fast_walk-0.2.2-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 592.3 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64 Details
fast_walk-0.2.2-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl 633.1 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.5+ x86-32 Details
fast_walk-0.2.2-cp314-cp314-win_arm64.whl 96.5 kB CPython 3.14 CPython 3.14 Windows ARM64 Details
fast_walk-0.2.2-cp314-cp314-win_amd64.whl 97.1 kB CPython 3.14 CPython 3.14 Windows x86-64 Details
fast_walk-0.2.2-cp314-cp314-musllinux_1_2_x86_64.whl 813.1 kB CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-64 Details
fast_walk-0.2.2-cp314-cp314-musllinux_1_2_i686.whl 854.9 kB CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-32 Details
fast_walk-0.2.2-cp314-cp314-musllinux_1_2_armv7l.whl 898.1 kB CPython 3.14 CPython 3.14 Linux musl 1.2+ ARMv7l Details
fast_walk-0.2.2-cp314-cp314-musllinux_1_2_aarch64.whl 768.6 kB CPython 3.14 CPython 3.14 Linux musl 1.2+ ARM64 Details
fast_walk-0.2.2-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 651.6 kB CPython 3.14 CPython 3.14 Linux glibc 2.17+ x86-64 Details
fast_walk-0.2.2-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl 669.7 kB CPython 3.14 CPython 3.14 Linux glibc 2.17+ IBM System/390x Details
fast_walk-0.2.2-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 621.8 kB CPython 3.14 CPython 3.14 Linux glibc 2.17+ PowerPC 64-le Details
fast_walk-0.2.2-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 625.6 kB CPython 3.14 CPython 3.14 Linux glibc 2.17+ ARMv7l Details
fast_walk-0.2.2-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 594.5 kB CPython 3.14 CPython 3.14 Linux glibc 2.17+ ARM64 Details
fast_walk-0.2.2-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl 635.3 kB CPython 3.14 CPython 3.14 Linux glibc 2.5+ x86-32 Details
fast_walk-0.2.2-cp314-cp314-macosx_11_0_arm64.whl 200.5 kB CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
fast_walk-0.2.2-cp314-cp314-macosx_10_12_x86_64.whl 207.6 kB CPython 3.14 CPython 3.14 macOS 10.12+ x86-64 Details
fast_walk-0.2.2-cp313-cp313-win_arm64.whl 97.0 kB CPython 3.13 CPython 3.13 Windows ARM64 Details
fast_walk-0.2.2-cp313-cp313-win_amd64.whl 97.8 kB CPython 3.13 CPython 3.13 Windows x86-64 Details
fast_walk-0.2.2-cp313-cp313-win32.whl 92.8 kB CPython 3.13 CPython 3.13 Windows x86-32 Details
fast_walk-0.2.2-cp313-cp313-musllinux_1_2_x86_64.whl 814.1 kB CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
fast_walk-0.2.2-cp313-cp313-musllinux_1_2_i686.whl 855.8 kB CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-32 Details
fast_walk-0.2.2-cp313-cp313-musllinux_1_2_armv7l.whl 899.5 kB CPython 3.13 CPython 3.13 Linux musl 1.2+ ARMv7l Details
fast_walk-0.2.2-cp313-cp313-musllinux_1_2_aarch64.whl 770.0 kB CPython 3.13 CPython 3.13 Linux musl 1.2+ ARM64 Details
fast_walk-0.2.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 652.9 kB CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-64 Details
fast_walk-0.2.2-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl 671.1 kB CPython 3.13 CPython 3.13 Linux glibc 2.17+ IBM System/390x Details
fast_walk-0.2.2-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 622.8 kB CPython 3.13 CPython 3.13 Linux glibc 2.17+ PowerPC 64-le Details
fast_walk-0.2.2-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 626.6 kB CPython 3.13 CPython 3.13 Linux glibc 2.17+ ARMv7l Details
fast_walk-0.2.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 595.7 kB CPython 3.13 CPython 3.13 Linux glibc 2.17+ ARM64 Details
fast_walk-0.2.2-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl 636.4 kB CPython 3.13 CPython 3.13 Linux glibc 2.5+ x86-32 Details
fast_walk-0.2.2-cp313-cp313-macosx_11_0_arm64.whl 200.9 kB CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
fast_walk-0.2.2-cp313-cp313-macosx_10_12_x86_64.whl 208.4 kB CPython 3.13 CPython 3.13 macOS 10.12+ x86-64 Details

Total release size: 25.3 MB

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Release files / fast_walk-0.2.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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