fastsort

A high-performance sorting library for NumPy arrays.

import numpy as np
from fastsort import sort, argsort

arr = np.array([3, 1, 2], dtype=np.int32)

sorted_arr = sort(arr)
# Output: array([1, 2, 3], dtype=int32)

indices = argsort(arr)
# Output: array([1, 2, 0], dtype=int32)

Only two functions are exported: sort and argsort. Both functions take an n-dimensional NumPy array as input, along with an optional axis. If the axis is None, the flattened array is sorted. The sorting is unstable and utilizes Rust's sort_unstable for parallel slices of arrays or par_sort_unstable for vectors.

You can install the package using pip install fastsort. The library is in its early stages, and while further performance optimizations may be possible, it already achieves state-of-the-art performance, particularly on larger arrays, thanks to improved resource utilization.

How to develop

Use uv sync to install dependencies from the lock file.
Use uv lock to update the lock file if necessary given the pinned dependencies.
Use uv lock --upgrade to upgrade the lock file the latest valid dependencies.
Use uv build to build the package.
Use uv pip install --editable . to install the package.
Use uv run pytest tests to test the local package.

During development its useful to run uv build && uv pip install --no-deps --force-reinstall --editable ., which builds and re-installs the built package.

How to benchmark

Use uv run bench/benchmark.py to run an individual benchmark.
Use uv run bench/experiment.py to run an experiment of multiple benchmarks.
Use uv run bench/visualize.py to plot experiment results.

Have a look at the individual scripts to learn about the configuration options.

Metadata

Release files for fastsort 0.1.1

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Source distribution (sdist)

Source distribution for fastsort 0.1.1
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This release

0.1.1 This release

Mar 23, 2025 29 release files No provenance

0.1.0

Mar 22, 2025 29 release files No provenance

File	Interpreter	ABI	Platform	Actions Reset
fastsort-0.1.1-cp313-cp313t-win_amd64.whl 332.1 kB Mar 23, 2025 Without provenance	CPython 3.13	CPython 3.13 free-threading	Windows x86-64	Details for fastsort-0.1.1-cp313-cp313t-win_amd64.whl
fastsort-0.1.1-cp313-cp313t-win32.whl 322.1 kB Mar 23, 2025 Without provenance	CPython 3.13	CPython 3.13 free-threading	Windows x86-32	Details for fastsort-0.1.1-cp313-cp313t-win32.whl
fastsort-0.1.1-cp313-cp313t-musllinux_1_2_x86_64.whl 583.7 kB Mar 23, 2025 Without provenance	CPython 3.13	CPython 3.13 free-threading	Linux musl 1.2+ x86-64	Details for fastsort-0.1.1-cp313-cp313t-musllinux_1_2_x86_64.whl
fastsort-0.1.1-cp313-cp313t-musllinux_1_2_i686.whl 621.4 kB Mar 23, 2025 Without provenance	CPython 3.13	CPython 3.13 free-threading	Linux musl 1.2+ x86-32	Details for fastsort-0.1.1-cp313-cp313t-musllinux_1_2_i686.whl
fastsort-0.1.1-cp313-cp313t-musllinux_1_2_armv7l.whl 678.0 kB Mar 23, 2025 Without provenance	CPython 3.13	CPython 3.13 free-threading	Linux musl 1.2+ ARMv7l	Details for fastsort-0.1.1-cp313-cp313t-musllinux_1_2_armv7l.whl
fastsort-0.1.1-cp313-cp313t-musllinux_1_2_aarch64.whl 528.7 kB Mar 23, 2025 Without provenance	CPython 3.13	CPython 3.13 free-threading	Linux musl 1.2+ ARM64	Details for fastsort-0.1.1-cp313-cp313t-musllinux_1_2_aarch64.whl
fastsort-0.1.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 410.0 kB Mar 23, 2025 Without provenance	CPython 3.13	CPython 3.13 free-threading	Linux glibc 2.17+ x86-64	Details for fastsort-0.1.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
fastsort-0.1.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl 581.2 kB Mar 23, 2025 Without provenance	CPython 3.13	CPython 3.13 free-threading	Linux glibc 2.17+ IBM System/390x	Details for fastsort-0.1.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl
fastsort-0.1.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 429.5 kB Mar 23, 2025 Without provenance	CPython 3.13	CPython 3.13 free-threading	Linux glibc 2.17+ PowerPC 64-le	Details for fastsort-0.1.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
fastsort-0.1.1-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 407.4 kB Mar 23, 2025 Without provenance	CPython 3.13	CPython 3.13 free-threading	Linux glibc 2.17+ ARMv7l	Details for fastsort-0.1.1-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
fastsort-0.1.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 349.8 kB Mar 23, 2025 Without provenance	CPython 3.13	CPython 3.13 free-threading	Linux glibc 2.17+ ARM64	Details for fastsort-0.1.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
fastsort-0.1.1-cp313-cp313t-manylinux_2_12_i686.manylinux2010_i686.whl 450.3 kB Mar 23, 2025 Without provenance	CPython 3.13	CPython 3.13 free-threading	Linux glibc 2.12+ x86-32	Details for fastsort-0.1.1-cp313-cp313t-manylinux_2_12_i686.manylinux2010_i686.whl
fastsort-0.1.1-cp313-cp313t-macosx_11_0_arm64.whl 328.1 kB Mar 23, 2025 Without provenance	CPython 3.13	CPython 3.13 free-threading	macOS 11.0+ ARM64	Details for fastsort-0.1.1-cp313-cp313t-macosx_11_0_arm64.whl
fastsort-0.1.1-cp313-cp313t-macosx_10_12_x86_64.whl 398.9 kB Mar 23, 2025 Without provenance	CPython 3.13	CPython 3.13 free-threading	macOS 10.12+ x86-64	Details for fastsort-0.1.1-cp313-cp313t-macosx_10_12_x86_64.whl
fastsort-0.1.1-cp310-abi3-win_amd64.whl 331.8 kB Mar 23, 2025 Without provenance	CPython 3.10	abi3	Windows x86-64	Details for fastsort-0.1.1-cp310-abi3-win_amd64.whl
fastsort-0.1.1-cp310-abi3-win32.whl 322.5 kB Mar 23, 2025 Without provenance	CPython 3.10	abi3	Windows x86-32	Details for fastsort-0.1.1-cp310-abi3-win32.whl
fastsort-0.1.1-cp310-abi3-musllinux_1_2_x86_64.whl 586.2 kB Mar 23, 2025 Without provenance	CPython 3.10	abi3	Linux musl 1.2+ x86-64	Details for fastsort-0.1.1-cp310-abi3-musllinux_1_2_x86_64.whl
fastsort-0.1.1-cp310-abi3-musllinux_1_2_i686.whl 623.8 kB Mar 23, 2025 Without provenance	CPython 3.10	abi3	Linux musl 1.2+ x86-32	Details for fastsort-0.1.1-cp310-abi3-musllinux_1_2_i686.whl
fastsort-0.1.1-cp310-abi3-musllinux_1_2_armv7l.whl 680.2 kB Mar 23, 2025 Without provenance	CPython 3.10	abi3	Linux musl 1.2+ ARMv7l	Details for fastsort-0.1.1-cp310-abi3-musllinux_1_2_armv7l.whl
fastsort-0.1.1-cp310-abi3-musllinux_1_2_aarch64.whl 530.2 kB Mar 23, 2025 Without provenance	CPython 3.10	abi3	Linux musl 1.2+ ARM64	Details for fastsort-0.1.1-cp310-abi3-musllinux_1_2_aarch64.whl
fastsort-0.1.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 412.3 kB Mar 23, 2025 Without provenance	CPython 3.10	abi3	Linux glibc 2.17+ x86-64	Details for fastsort-0.1.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
fastsort-0.1.1-cp310-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl 584.9 kB Mar 23, 2025 Without provenance	CPython 3.10	abi3	Linux glibc 2.17+ IBM System/390x	Details for fastsort-0.1.1-cp310-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl
fastsort-0.1.1-cp310-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 429.3 kB Mar 23, 2025 Without provenance	CPython 3.10	abi3	Linux glibc 2.17+ PowerPC 64-le	Details for fastsort-0.1.1-cp310-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
fastsort-0.1.1-cp310-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 409.9 kB Mar 23, 2025 Without provenance	CPython 3.10	abi3	Linux glibc 2.17+ ARMv7l	Details for fastsort-0.1.1-cp310-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
fastsort-0.1.1-cp310-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 351.1 kB Mar 23, 2025 Without provenance	CPython 3.10	abi3	Linux glibc 2.17+ ARM64	Details for fastsort-0.1.1-cp310-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
fastsort-0.1.1-cp310-abi3-manylinux_2_12_i686.manylinux2010_i686.whl 451.7 kB Mar 23, 2025 Without provenance	CPython 3.10	abi3	Linux glibc 2.12+ x86-32	Details for fastsort-0.1.1-cp310-abi3-manylinux_2_12_i686.manylinux2010_i686.whl
fastsort-0.1.1-cp310-abi3-macosx_11_0_arm64.whl 331.4 kB Mar 23, 2025 Without provenance	CPython 3.10	abi3	macOS 11.0+ ARM64	Details for fastsort-0.1.1-cp310-abi3-macosx_11_0_arm64.whl
fastsort-0.1.1-cp310-abi3-macosx_10_12_x86_64.whl 378.3 kB Mar 23, 2025 Without provenance	CPython 3.10	abi3	macOS 10.12+ x86-64	Details for fastsort-0.1.1-cp310-abi3-macosx_10_12_x86_64.whl

fastsort 0.1.1