python-mattertune

LOW

maintainer harrietobrien 0 votes scanned 2026-11-03 06:04:06.066327

View on AUR

Why flagged

The package builds from the project's own GitHub repository, which is normal for AUR packages; the low severity is due to few votes and recent upload, not malicious content.

Triggered rules

Low Few votes, recently uploaded zero_votes_recent

Uploaded within the last 14 days with 2 or fewer community votes — little peer review so far.

Low AI review llm_review

An AI model (qwen/qwen3-235b-a22b-2507) reviewed this and agrees it is LOW (confidence 95%): The package builds from the project's own GitHub repository, which is normal for AUR packages; the low severity is due to few votes and recent upload, not malicious content.

PKGBUILD

      1# Maintainer: Harriet Brien <harrietao@users.noreply.github.com>
    
      2
    
      3# MatterTune includes a Cython extension (graph_partition.pyx) and
    
      4# requires numpy at build time for C header paths.
    
      5#
    
      6# Generate .SRCINFO after editing:
    
      7#   makepkg --printsrcinfo > .SRCINFO
    
      8
    
      9pkgname=python-mattertune
    
      10_pkgname=MatterTune
    
      11pkgver=0.1.0.r441.fea9022
    
      12pkgrel=1
    
      13pkgdesc="Fine-tuning platform for atomistic foundation models (Fung Lab, Georgia Tech)"
    
      14arch=('x86_64')
    
      15url="https://github.com/Fung-Lab/MatterTune"
    
      16license=('MIT')
    
      17depends=(
    
      18    'python>=3.10'
    
      19    'python-pytorch'
    
      20    'python-torchmetrics'
    
      21    'python-ase'
    
      22    'python-numpy'
    
      23    'python-rich'
    
      24    'python-pydantic>=2.13'
    
      25)
    
      26# nshconfig and nshconfig-extra are PyPI-only packages (by the same author).
    
      27# They are not in the Arch repos or AUR. Install them before building:
    
      28#   pip install nshconfig nshconfig-extra
    
      29# or create AUR packages for them. They are listed as pip makedepends below.
    
      30makedepends=(
    
      31    'python-build'
    
      32    'python-installer'
    
      33    'python-setuptools'
    
      34    'python-wheel'
    
      35    'cython'
    
      36    'python-numpy'
    
      37    'git'
    
      38)
    
      39# nshconfig and nshconfig-extra must be installed in the build environment:
    
      40#   pip install nshconfig nshconfig-extra
    
      41optdepends=(
    
      42    'python-lightning: training framework (install via pip: pip install lightning)'
    
      43    'python-scikit-learn: normalizer utilities for training'
    
      44    'python-wandb: Weights and Biases experiment logging'
    
      45    'tensorboardx: TensorBoard experiment logging'
    
      46    'python-pymatgen: materials data IO and structure handling'
    
      47    'python-vesin: neighbor-list provider for some backbones'
    
      48    'python-matscipy: neighbor-list provider for some backbones'
    
      49)
    
      50source=("${_pkgname}::git+https://github.com/Fung-Lab/MatterTune.git")
    
      51sha256sums=('SKIP')
    
      52
    
      53pkgver() {
    
      54    cd "${_pkgname}"
    
      55    printf "0.1.0.r%s.%s" "$(git rev-list --count HEAD)" "$(git rev-parse --short HEAD)"
    
      56}
    
      57
    
      58build() {
    
      59    cd "${_pkgname}"
    
      60    python -m build --wheel --no-isolation
    
      61}
    
      62
    
      63package() {
    
      64    cd "${_pkgname}"
    
      65    python -m installer --destdir="${pkgdir}" dist/*.whl
    
      66    install -Dm644 LICENSE "${pkgdir}/usr/share/licenses/${pkgname}/LICENSE"
    
      67}
    
      68

Scan history

Scanned at (UTC)	Severity	Rules
2026-11-03 06:04:06	Low	2