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arg-needle

This repository contains arg-needle, which implements the ARG inference algorithms ARG-Needle and ASMC-clust. Prebuilt CPython wheels are available for Linux (compatible with glibc ≥ 2.28) and macOS (built on macOS 15 for x86_64 and macOS 14 for arm64).

Platform \ CPython ≤3.8 3.9 3.10 3.11 3.12 3.13 3.14
Linux x86_64 ❌ ✅ ✅ ✅ ✅ ✅ ✅
Linux aarch64 ❌ ✅ ✅ ✅ ✅ ✅ ✅
macOS Intel (x86_64) ❌ ✅ ✅ ✅ ✅ ✅ ✅
macOS Apple Silicon (arm64) ❌ ✅ ✅ ✅ ✅ ✅ ✅

Quickstart

Install the Python module from PyPI

The Python module can be installed with:

pip install arg-needle

Documentation

Please see the ARG-Needle manual for all usage instructions and documentation.

License

arg-needle is distributed under the GNU General Public License v3.0 (GPLv3). For any questions or comments on arg-needle, please contact Pier Palamara using <lastname>@stats.ox.ac.uk.

Acknowledgements

arg-needle has been developed by Brian C. Zhang with support from Fergus Cooper, Árni Freyr Gunnarsson, and Pier Francesco Palamara.

Reference

If you use this software, please cite:

B. C. Zhang, A. Biddanda, Á. F. Gunnarsson, F. Cooper, P. F. Palamara, Biobank-scale inference of ancestral recombination graphs enables genealogical analysis of complex traits. Nature Genetics, 2023.

arg-needle Release Notes

v1.1.0 (2025-12-18)

  • Public source code release: https://github.com/PalamaraLab/arg-needle
  • Python wheels are now available for Linux and macOS on both x86_64 and arm64/AArch64 architectures, for CPython versions 3.9 to 3.14 inclusive.

v1.0.3 (2023-08-30)

  • ASMC decoders can now take a genetic map file with a specified non-default location.
  • ASMC decoders no longer require genetic positions to be strictly increasing: adjacent identical positions are now acceptable.

v1.0.2 (2023-05-25)

Fix default values for sequencing in arg_needle script.

v1.0.1 (2023-03-17)

Bug fix for running build_arg_simulation with ASMC-clust.

v1.0.0 (2023-03-10)

Initial PyPI release of arg-needle.

Metadata

Release files for arg-needle 1.1.0

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

Built distributions (wheels)

Table of built distributions (wheels) for arg-needle 1.1.0
File
arg_needle-1.1.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
arg_needle-1.1.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl CPython 3.14 CPython 3.14 Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64 Details
arg_needle-1.1.0-cp314-cp314-macosx_15_0_x86_64.whl CPython 3.14 CPython 3.14 macOS 15.0+ x86-64 Details
arg_needle-1.1.0-cp314-cp314-macosx_14_0_arm64.whl CPython 3.14 CPython 3.14 macOS 14.0+ ARM64 Details
arg_needle-1.1.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
arg_needle-1.1.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl CPython 3.13 CPython 3.13 Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64 Details
arg_needle-1.1.0-cp313-cp313-macosx_15_0_x86_64.whl CPython 3.13 CPython 3.13 macOS 15.0+ x86-64 Details
arg_needle-1.1.0-cp313-cp313-macosx_14_0_arm64.whl CPython 3.13 CPython 3.13 macOS 14.0+ ARM64 Details
arg_needle-1.1.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
arg_needle-1.1.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64 Details
arg_needle-1.1.0-cp312-cp312-macosx_15_0_x86_64.whl CPython 3.12 CPython 3.12 macOS 15.0+ x86-64 Details
arg_needle-1.1.0-cp312-cp312-macosx_14_0_arm64.whl CPython 3.12 CPython 3.12 macOS 14.0+ ARM64 Details
arg_needle-1.1.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
arg_needle-1.1.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64 Details
arg_needle-1.1.0-cp311-cp311-macosx_15_0_x86_64.whl CPython 3.11 CPython 3.11 macOS 15.0+ x86-64 Details
arg_needle-1.1.0-cp311-cp311-macosx_14_0_arm64.whl CPython 3.11 CPython 3.11 macOS 14.0+ ARM64 Details
arg_needle-1.1.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
arg_needle-1.1.0-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64 Details
arg_needle-1.1.0-cp310-cp310-macosx_15_0_x86_64.whl CPython 3.10 CPython 3.10 macOS 15.0+ x86-64 Details
arg_needle-1.1.0-cp310-cp310-macosx_14_0_arm64.whl CPython 3.10 CPython 3.10 macOS 14.0+ ARM64 Details
arg_needle-1.1.0-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
arg_needle-1.1.0-cp39-cp39-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl CPython 3.9 CPython 3.9 Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64 Details
arg_needle-1.1.0-cp39-cp39-macosx_15_0_x86_64.whl CPython 3.9 CPython 3.9 macOS 15.0+ x86-64 Details
arg_needle-1.1.0-cp39-cp39-macosx_14_0_arm64.whl CPython 3.9 CPython 3.9 macOS 14.0+ ARM64 Details

Total release size: 803.9 MB

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This release

1.1.0 This release

24 release files

1.0.3

8 release files

1.0.2

8 release files

1.0.1

8 release files

1.0.0

8 release files

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