QuipNetwork/hashsigs-pyPublic

AI summary: Python bindings for post-quantum hash-based signatures.

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PythonAGPL-3.0Created Aug 27, 2025Last push 11mo ago+-1 stars this week+-9 this month

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Signals and awards

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  • Widely adopted

    11,195 stars

  • Continuous integration

    Automated checks passing

What hashsigs-py does

This library provides Python interfaces for generating, signing, and verifying post-quantum hash-based signatures like WOTS+. It uses compiled backend bindings for fast cryptographic execution via Rust acceleration when available. This allows developers to easily integrate quantum-resistant cryptographic operations into their Python workflows without sacrificing performance. It ensures a straightforward migration to post-quantum standards.

Security engineers and Python developers looking to easily implement post-quantum cryptographic signatures in their applications. Users need basic Python knowledge and optional Rust tooling for maximum performance.

  • WOTS+ Implementation: Full lifecycle support for keys and signatures using the WOTS+ algorithm.
  • Rust acceleration: Automatically builds and uses an optional Rust extension for significant performance improvements.
  • Pythonic API: Provides simple, intuitive methods for key generation, signing, and verification.
  • Fallback support: Gracefully drops back to a pure Python implementation if the Rust acceleration fails to load.
  • Data Pipeline Ready: Easily integrates into existing Python data processing workflows and scripts.

Where teams use it

Quantum-resistant development

Security researchers use this to build Python applications that can withstand future quantum computing attacks.

Backend authentication

Backend engineers integrate post-quantum signatures into services that require long-term verifiable authenticity.

Cross-platform cryptography

Developers deploy unified signature tools across environments that may or may not support Rust compilation.

Cryptographic learning

Students and researchers easily interact with WOTS+ signatures in a familiar Python environment.

Getting started: pip install hashsigs

README

main branch

hashsigs (Python)

Python package for WOTS+ with optional Rust acceleration from hashsigs-rs.

Installation

pip install hashsigs

For best performance, ensure you have Rust installed (the package will automatically build the Rust extension if available):

# Install Rust toolchain (optional, for better performance)
curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh
# Then install hashsigs
pip install hashsigs

Quick Usage

import hashsigs

# Create a WOTS+ instance
wots = hashsigs.WOTSPlus()

# Generate a key pair
private_key, public_key = wots.generate_key_pair()

# Sign a message
message = b"Hello, world!"
signature = wots.sign(private_key, message)

# Verify the signature
is_valid = wots.verify(public_key, message, signature)
print(f"Signature valid: {is_valid}")  # True

# Check if Rust acceleration is available
try:
    import hashsigs._rust
    print("Using Rust acceleration")
except ImportError:
    print("Using pure Python implementation")

Development Setup

For contributors and advanced users who want to build from source:

# from the repo root
python3 -m venv .hashsigs
source .hashsigs/bin/activate
python -m pip install -U pip pytest pytest-cov

# Ensure Rust toolchain (required to build the optional extension)
# macOS: also ensure Xcode CLT: xcode-select --install
rustup --version || brew install rust
cargo --version

# Install dev deps and try to build rust extension (quote extras in zsh)
pip install -v -e '.[rust,dev]'
# Install keccak provider (required for vectors when falling back to Python)
pip install pycryptodome
# or: pip install pysha3

# Quick check the extension is present (optional)
python -c "import hashsigs._rust as m; print('rust ext ok:', m)"

# Lint + type + tests with coverage; this is the full suite
pytest -q --cov=hashsigs --cov-report=term-missing

If the Rust toolchain is not available, the above will fail on the rust-backed vector tests. See the “Test options” section for alternatives.

Test options

You can choose between three categories:

  • All Tests (vectors + rust-backed + lint + type + coverage) — fails if keccak or rust ext are missing

    • pip install -e '.[rust,dev]' && pip install pycryptodome
    • pytest -q
  • Basic (pure Python functionality only; requires keccak provider, but no Rust extension)

    • pip install -e '.[dev]' pycryptodome
    • HASHSIGS_BUILD_RUST=0 pytest -q -m "not requires_rust"
  • Basic (no keccak) — internal consistency tests only using hashlib.sha3_256; no vectors

    • pip install -e '.[dev]'
    • pytest -q -m "not vectors"

Troubleshooting

  • pysha3 build fails on Python 3.13 (macOS) with missing pystrhex.h

    • Symptom: fatal error: 'pystrhex.h' file not found when building _pysha3
    • Fix: install pycryptodome instead (preferred). Example: pip install pycryptodome
    • Alternative: use Python 3.11/3.12 where pysha3 wheels may exist, or wait for pysha3 to add 3.13 support
  • Rust extension won’t build/import

    • Ensure Rust toolchain is installed: curl https://sh.rustup.rs -sSf | sh (or brew install rust)
    • On macOS, ensure Xcode Command Line Tools are installed: xcode-select --install
    • Clean and rebuild in your venv:
      • pip uninstall -y hashsigs; pip install -e .[rust,dev]
      • python -c "import hashsigs._rust as m; print('rust ext ok', m)"
    • If it still fails, you can run Basic tests while you investigate: HASHSIGS_BUILD_RUST=0 pytest -q -m "not requires_rust"

Usage example

from hashsigs import WOTSPlus

# Prefer the Rust backend if available; falls back to Python keccak provider if not
wots = WOTSPlus.keccak256(prefer_rust=True)

# Derive a keypair from a 32-byte seed
seed = bytes([1]) * 32
pk, sk = wots.generate_key_pair(seed)

# Sign and verify a 32-byte message
msg = bytes([2]) * 32
sig = wots.sign(sk, msg)
assert wots.verify(pk, msg, sig)
print("Signature verifies!")

Quick self-check (from shell)

Run a one-liner to confirm the package imports, the Rust extension is available (optional), and basic operations work:

python - <<'PY'
from hashsigs import WOTSPlus
try:
    import hashsigs._rust as _
    print('Rust extension: available')
except Exception:
    print('Rust extension: not available (falling back to Python)')

wots = WOTSPlus.keccak256(prefer_rust=True)
seed = bytes([1]) * 32
pk, sk = wots.generate_key_pair(seed)
msg = bytes([2]) * 32
sig = wots.sign(sk, msg)
print('verify:', wots.verify(pk, msg, sig))
PY

Rust backend

We now depend on the public crate and repository:

The Python bindings (PyO3) will attempt to build against the published crate during installation. If the build fails, the package still installs and falls back to pure Python.

License

AGPL-3.0-or-later; see COPYING

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When work happens

weekday and hour
SunMonTueWedThuFriSat036912151821Sun 0:00 — 0 commitsSun 1:00 — 0 commitsSun 2:00 — 0 commitsSun 3:00 — 0 commitsSun 4:00 — 0 commitsSun 5:00 — 0 commitsSun 6:00 — 0 commitsSun 7:00 — 0 commitsSun 8:00 — 0 commitsSun 9:00 — 0 commitsSun 10:00 — 0 commitsSun 11:00 — 0 commitsSun 12:00 — 0 commitsSun 13:00 — 0 commitsSun 14:00 — 0 commitsSun 15:00 — 0 commitsSun 16:00 — 0 commitsSun 17:00 — 0 commitsSun 18:00 — 0 commitsSun 19:00 — 0 commitsSun 20:00 — 0 commitsSun 21:00 — 0 commitsSun 22:00 — 0 commitsSun 23:00 — 0 commitsMon 0:00 — 0 commitsMon 1:00 — 0 commitsMon 2:00 — 0 commitsMon 3:00 — 0 commitsMon 4:00 — 0 commitsMon 5:00 — 0 commitsMon 6:00 — 0 commitsMon 7:00 — 0 commitsMon 8:00 — 0 commitsMon 9:00 — 0 commitsMon 10:00 — 0 commitsMon 11:00 — 0 commitsMon 12:00 — 0 commitsMon 13:00 — 0 commitsMon 14:00 — 0 commitsMon 15:00 — 0 commitsMon 16:00 — 0 commitsMon 17:00 — 0 commitsMon 18:00 — 0 commitsMon 19:00 — 0 commitsMon 20:00 — 0 commitsMon 21:00 — 0 commitsMon 22:00 — 0 commitsMon 23:00 — 0 commitsTue 0:00 — 0 commitsTue 1:00 — 0 commitsTue 2:00 — 0 commitsTue 3:00 — 0 commitsTue 4:00 — 0 commitsTue 5:00 — 0 commitsTue 6:00 — 0 commitsTue 7:00 — 0 commitsTue 8:00 — 0 commitsTue 9:00 — 0 commitsTue 10:00 — 0 commitsTue 11:00 — 0 commitsTue 12:00 — 0 commitsTue 13:00 — 0 commitsTue 14:00 — 0 commitsTue 15:00 — 0 commitsTue 16:00 — 0 commitsTue 17:00 — 0 commitsTue 18:00 — 0 commitsTue 19:00 — 0 commitsTue 20:00 — 0 commitsTue 21:00 — 0 commitsTue 22:00 — 0 commitsTue 23:00 — 0 commitsWed 0:00 — 0 commitsWed 1:00 — 0 commitsWed 2:00 — 0 commitsWed 3:00 — 0 commitsWed 4:00 — 0 commitsWed 5:00 — 0 commitsWed 6:00 — 0 commitsWed 7:00 — 0 commitsWed 8:00 — 0 commitsWed 9:00 — 0 commitsWed 10:00 — 0 commitsWed 11:00 — 0 commitsWed 12:00 — 2 commitsWed 13:00 — 5 commitsWed 14:00 — 7 commitsWed 15:00 — 7 commitsWed 16:00 — 0 commitsWed 17:00 — 0 commitsWed 18:00 — 0 commitsWed 19:00 — 0 commitsWed 20:00 — 0 commitsWed 21:00 — 0 commitsWed 22:00 — 0 commitsWed 23:00 — 0 commitsThu 0:00 — 0 commitsThu 1:00 — 0 commitsThu 2:00 — 0 commitsThu 3:00 — 0 commitsThu 4:00 — 0 commitsThu 5:00 — 0 commitsThu 6:00 — 0 commitsThu 7:00 — 0 commitsThu 8:00 — 0 commitsThu 9:00 — 0 commitsThu 10:00 — 0 commitsThu 11:00 — 0 commitsThu 12:00 — 0 commitsThu 13:00 — 0 commitsThu 14:00 — 0 commitsThu 15:00 — 0 commitsThu 16:00 — 0 commitsThu 17:00 — 0 commitsThu 18:00 — 0 commitsThu 19:00 — 0 commitsThu 20:00 — 0 commitsThu 21:00 — 0 commitsThu 22:00 — 0 commitsThu 23:00 — 0 commitsFri 0:00 — 0 commitsFri 1:00 — 0 commitsFri 2:00 — 0 commitsFri 3:00 — 0 commitsFri 4:00 — 0 commitsFri 5:00 — 0 commitsFri 6:00 — 0 commitsFri 7:00 — 0 commitsFri 8:00 — 0 commitsFri 9:00 — 0 commitsFri 10:00 — 0 commitsFri 11:00 — 0 commitsFri 12:00 — 0 commitsFri 13:00 — 0 commitsFri 14:00 — 0 commitsFri 15:00 — 0 commitsFri 16:00 — 0 commitsFri 17:00 — 0 commitsFri 18:00 — 0 commitsFri 19:00 — 0 commitsFri 20:00 — 0 commitsFri 21:00 — 0 commitsFri 22:00 — 0 commitsFri 23:00 — 0 commitsSat 0:00 — 0 commitsSat 1:00 — 0 commitsSat 2:00 — 0 commitsSat 3:00 — 0 commitsSat 4:00 — 0 commitsSat 5:00 — 0 commitsSat 6:00 — 0 commitsSat 7:00 — 0 commitsSat 8:00 — 0 commitsSat 9:00 — 0 commitsSat 10:00 — 0 commitsSat 11:00 — 0 commitsSat 12:00 — 0 commitsSat 13:00 — 0 commitsSat 14:00 — 0 commitsSat 15:00 — 0 commitsSat 16:00 — 0 commitsSat 17:00 — 0 commitsSat 18:00 — 0 commitsSat 19:00 — 0 commitsSat 20:00 — 0 commitsSat 21:00 — 0 commitsSat 22:00 — 0 commitsSat 23:00 — 0 commits
Commit volume by weekday and hour (UTC). Larger dots mean more commits.
DateListRankStars gained
Feb 12, 2026daily#24+146
Feb 11, 2026daily#11+267