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$ show spaceandtimefdn/blitzar

[account ↗] [repo ↗] APPLICATION ★ 4863 158 ● active (last update 3 months ago)
reviewed by: deepseek/deepseek-v4-flash

Blitzar is a high-performance C++ library for GPU-accelerated cryptographic zero-knowledge proofs, developed by Space and Time. It provides multi-scalar multiplication (MSM), Pedersen commitments, inner product arguments, sumcheck proofs, and sequential commitments over multiple elliptic curves (Curve25519/Ristretto255, BLS12-381, BN254, Grumpkin). The library supports both CPU and CUDA GPU backends, with a stable C API and Rust bindings (blitzar-sys). It is designed for use in Space and Time's Proof of SQL, enabling analytic queries on large datasets with sub-second proof generation. The codebase is well-structured with extensive unit tests, benchmarks, and a Bazel/Nix build system. It incorporates optimized algorithms (Pippenger, bucket methods) and low-level field/curve arithmetic adopted from libsodium and zkcrypto, demonstrating strong engineering craftsmanship in GPU cryptography.

RATING8.9/10
QUALITY8.2/10
MAINTENANCEactive
DRIFTlow
CONTRIBUTORS18
VELOCITY0.78
OPEN ISSUES0
CLOSED ISSUES5
LAST COMMIT3 months ago
@semantic-release/exec (npm) ^6.0.3
conventional-changelog-conventionalcommits (npm) ^5.0.0
semantic-release (npm) ^21.0.2
Files by Type (count)
Other (.cc)
851
C/C++ Header
522
Other (no ext)
127
Markdown
12
Other (.cu)
8
Python
7
Shell
5
Other (.nix)
5
Other (.LICENSE)
5
Other (.patch)
4
TOML
3
YAML
3
Files by Type (size)
Other (.cc)
1MB
C/C++ Header
1MB
Other (no ext)
227KB
Lock File
144KB
Markdown
49KB
Other (.LICENSE)
40KB
Other (.cu)
33KB
Python
29KB
Other (.patch)
15KB
Other (.nix)
8KB
YAML
5KB
Other (.bzl)
5KB

The LLM identified 5 files worth highlighting for reuse:

Provides a lightweight, coroutine-based asynchronous execution model (xena::future) for composing GPU operations. It is self-contained, uses C++20 coroutines, and can be extracted for use in other GPU or async C++ projects. Demonstrates non-obvious skill in building a minimal future/promise system without external dependencies.

file: sxt/execution/async/future.h ↗ | tags: #async-framework #coroutines #future-promise

Implements a generic GPU reduction kernel templated on a Reducer and Mapper, supporting arbitrary element types. It handles kernel fitting, warp/thread reduction, and is reusable across different field/curve types. This pattern is a clean abstraction for parallel reduction on GPUs.

file: sxt/algorithm/reduction/reduction.h ↗ | tags: #gpu-reduction #generic-kernel #template-meta

Implements the Strobe128 transcript protocol (Merlin-style) for public-coin protocols. It is a standalone cryptographic primitive with Keccak-f[1600] permutation, suitable for use in any zero-knowledge proof system. The implementation is clean, well-tested, and can be extracted independently.

file: sxt/proof/transcript/strobe128.h ↗ | tags: #transcript #strobe #merlin

Provides a chained memory resource that delegates to multiple underlying resources, useful for tracking allocations or combining device/host pools. It is a generic allocator wrapper that can be reused in any C++ project needing custom memory management.

file: sxt/memory/resource/chained_resource.h ↗ | tags: #memory-resource #allocator #chaining

A Python script for checking and fixing code formatting (clang-format, buildifier, header order, copyright). It is self-contained, multi-threaded, and can be adapted for other C++/Bazel projects. Demonstrates a reusable pattern for enforcing code style in CI.

file: tools/code_format/check_format.py ↗ | tags: #code-formatting #linting #ci-tool
Last analyzed: 2026-09-01 14:23:36.845554
Next check: 2026-09-08 14:23:36.843232
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