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a3s-code

PyPI

A3S Code Python SDK — pure-Python bootstrap that fetches the native wheel from GitHub Releases

Versions collected1
Direct dependencies0From release 9.1.2
Last observed20 Oct, 16:41 UTC

README

Version 9.1.2 documentation

a3s-code (Python bootstrap)

pip install a3s-code ships this small pure-Python package. On first import a3s_code it downloads the native extension matching your platform from the project's GitHub Releases, verifies the wheel's sha256 against the release manifest, extracts the compiled extension into a per-user cache, and exposes the normal a3s_code API.

The v8.4.0 release uses one CPython 3.10 stable-ABI (cp310-abi3) wheel per platform. That wheel is installable by CPython 3.10, 3.11, 3.12, 3.13, and 3.14. Supported native targets are macOS arm64/x86_64, Linux x86_64 (glibc 2.28+), Linux arm64 (glibc 2.28+ / manylinux_2_28_aarch64), and Windows arm64/x86_64. Every supported wheel contains its target Moli sidecar and provenance record. Linux musl is intentionally omitted because upstream Moli publishes no musl asset; use a system/explicit browser or another backend there. The loader still falls back to exact per-minor names when reading older release manifests.

Subsequent imports use the cached extension. Cache lives under a platform-specific directory, ~/.cache/a3s-code/<version>/<platform-tag>/ (or $A3S_CODE_CACHE_DIR/<version>/<platform-tag>/ when overridden). The extracted Moli executable is placed in the same version/target cache and is selected through A3S_CODE_MOLI_EXECUTABLE; atomic extraction and the bootstrap's cross-process installer lock make concurrent first imports single-flight. Rust, Node.js, and Go use the Core-managed Moli cache when they are not using a package-local sidecar.

Why

PyPI imposes a default 10 GB per-project storage cap. A Rust SDK with ~17 MB native wheels per Python × platform tripped that limit. GitHub Releases is the canonical wheel host; this bootstrap keeps pip install a3s-code working without dragging the native wheels back through PyPI.

Supported platforms

  • macOS arm64 (Apple Silicon, macOS 11+)
  • macOS x86_64 (Intel, macOS 12+)
  • Linux x86_64 (glibc 2.28+)
  • Linux arm64 (glibc 2.39+)
  • Windows x86_64 and arm64

CPython 3.10, 3.11, 3.12, 3.13, and 3.14.

The bootstrap itself needs a working pip in the interpreter that runs it. If python3.14 -m pip reports No module named pip, initialize pip and retry:

python3.14 -m ensurepip --upgrade
python3.14 -m pip install --upgrade pip
python3.14 -m pip install a3s-code

Environment overrides

VariableEffect
A3S_CODE_CACHE_DIRCache root (defaults to $XDG_CACHE_HOME/a3s-code or ~/.cache/a3s-code)
A3S_CODE_RELEASES_BASE_URLOverride the release base URL — useful for air-gapped mirrors
A3S_CODE_SKIP_HASH_CHECK1 skips sha256 verification (do not use in production)
A3S_CODE_MOLI_EXECUTABLEExplicit verified Moli executable; skips package discovery
A3S_CODE_MOLI_CACHE_DIRCore-managed shared Moli cache root (the bootstrap uses its version/target cache for a bundled sidecar)
A3S_CODE_MOLI_RELEASE_BASE_URLHTTPS mirror for the pinned Moli release

Manual install

If you do not want the bootstrap to phone home, install the native wheel directly:

pip install \
  'https://github.com/A3S-Lab/Code/releases/download/v<VERSION>/a3s_code-<VERSION>-cp310-abi3-manylinux_2_28_x86_64.whl'

For an Intel Mac on macOS 12 or later, use the macosx_12_0_x86_64 asset:

pip install \
  'https://github.com/A3S-Lab/Code/releases/download/v<VERSION>/a3s_code-<VERSION>-cp310-abi3-macosx_12_0_x86_64.whl'

Replace <VERSION> with the release to install. The Intel asset is available from the first release produced with the Intel build matrix.

The Intel macOS 12 build does not ship the optional local ONNX embedding adapter. Keep retrieval model-free or configure an explicitly authorized remote embedding provider when using that platform.

Downloads & popularity

35downloads
1-day window · source-reported counts19 Oct 2026
463231.50
2026-07-22: 136 · observed 2026-10-20T19:56:12.4374213Z · period 2026-07-22–2026-07-222026-07-23: 339 · observed 2026-10-20T19:56:12.4374213Z · period 2026-07-23–2026-07-232026-07-24: 43 · observed 2026-10-20T19:56:12.4374213Z · period 2026-07-24–2026-07-242026-07-25: 154 · observed 2026-10-20T19:56:12.4374213Z · period 2026-07-25–2026-07-252026-07-26: 21 · observed 2026-10-20T19:56:12.4374213Z · period 2026-07-26–2026-07-262026-07-27: 271 · observed 2026-10-20T19:56:12.4374213Z · period 2026-07-27–2026-07-272026-07-28: 384 · observed 2026-10-20T19:56:12.4374213Z · period 2026-07-28–2026-07-282026-07-29: 165 · observed 2026-10-20T19:56:12.4374213Z · period 2026-07-29–2026-07-292026-07-30: 99 · observed 2026-10-20T19:56:12.4374213Z · period 2026-07-30–2026-07-302026-07-31: 170 · observed 2026-10-20T19:56:12.4374213Z · period 2026-07-31–2026-07-312026-08-01: 75 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-01–2026-08-012026-08-02: 12 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-02–2026-08-022026-08-03: 70 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-03–2026-08-032026-08-04: 39 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-04–2026-08-042026-08-05: 114 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-05–2026-08-052026-08-06: 80 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-06–2026-08-062026-08-07: 8 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-07–2026-08-072026-08-08: 14 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-08–2026-08-082026-08-09: 123 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-09–2026-08-092026-08-10: 40 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-10–2026-08-102026-08-11: 26 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-11–2026-08-112026-08-12: 76 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-12–2026-08-122026-08-13: 11 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-13–2026-08-132026-08-14: 30 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-14–2026-08-142026-08-15: 11 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-15–2026-08-152026-08-16: 6 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-16–2026-08-162026-08-17: 110 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-17–2026-08-172026-08-18: 69 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-18–2026-08-182026-08-19: 14 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-19–2026-08-192026-08-20: 288 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-20–2026-08-202026-08-21: 5 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-21–2026-08-212026-08-22: 266 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-22–2026-08-222026-08-23: 9 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-23–2026-08-232026-08-24: 19 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-24–2026-08-242026-08-25: 162 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-25–2026-08-252026-08-26: 7 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-26–2026-08-262026-08-27: 444 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-27–2026-08-272026-08-28: 34 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-28–2026-08-282026-08-29: 20 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-29–2026-08-292026-08-30: 23 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-30–2026-08-302026-08-31: 103 · observed 2026-10-20T19:56:12.4374213Z · period 2026-08-31–2026-08-312026-09-01: 75 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-01–2026-09-012026-09-02: 11 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-02–2026-09-022026-09-03: 203 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-03–2026-09-032026-09-04: 54 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-04–2026-09-042026-09-05: 26 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-05–2026-09-052026-09-06: 16 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-06–2026-09-062026-09-07: 234 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-07–2026-09-072026-09-08: 284 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-08–2026-09-082026-09-09: 48 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-09–2026-09-092026-09-10: 291 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-10–2026-09-102026-09-11: 48 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-11–2026-09-112026-09-12: 65 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-12–2026-09-122026-09-13: 17 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-13–2026-09-132026-09-14: 158 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-14–2026-09-142026-09-15: 125 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-15–2026-09-152026-09-16: 317 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-16–2026-09-162026-09-17: 175 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-17–2026-09-172026-09-18: 463 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-18–2026-09-182026-09-19: 53 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-19–2026-09-192026-09-20: 107 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-20–2026-09-202026-09-21: 67 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-21–2026-09-212026-09-22: 26 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-22–2026-09-222026-09-23: 30 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-23–2026-09-232026-09-24: 93 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-24–2026-09-242026-09-25: 168 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-25–2026-09-252026-09-26: 120 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-26–2026-09-262026-09-27: 97 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-27–2026-09-272026-09-28: 31 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-28–2026-09-282026-09-29: 321 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-29–2026-09-292026-09-30: 277 · observed 2026-10-20T19:56:12.4374213Z · period 2026-09-30–2026-09-302026-10-01: 48 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-01–2026-10-012026-10-02: 25 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-02–2026-10-022026-10-03: 123 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-03–2026-10-032026-10-04: 29 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-04–2026-10-042026-10-05: 57 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-05–2026-10-052026-10-06: 34 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-06–2026-10-062026-10-07: 68 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-07–2026-10-072026-10-08: 230 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-08–2026-10-082026-10-09: 67 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-09–2026-10-092026-10-10: 38 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-10–2026-10-102026-10-11: 47 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-11–2026-10-112026-10-12: 51 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-12–2026-10-122026-10-13: 42 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-13–2026-10-132026-10-14: 69 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-14–2026-10-142026-10-15: 46 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-15–2026-10-152026-10-16: 58 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-16–2026-10-162026-10-17: 59 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-17–2026-10-172026-10-18: 67 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-18–2026-10-182026-10-19: 35 · observed 2026-10-20T19:56:12.4374213Z · period 2026-10-19–2026-10-19
22 Jul19 Oct

pypistats · 90 observations shown. Missing days are unknown. Source category: overall: without mirrors.

View observed values
Date / source periodValueObserved at
2026-10-19 – 2026-10-19352026-10-20T19:56:12.4374213Z
2026-10-18 – 2026-10-18672026-10-20T19:56:12.4374213Z
2026-10-17 – 2026-10-17592026-10-20T19:56:12.4374213Z
2026-10-16 – 2026-10-16582026-10-20T19:56:12.4374213Z
2026-10-15 – 2026-10-15462026-10-20T19:56:12.4374213Z
2026-10-14 – 2026-10-14692026-10-20T19:56:12.4374213Z
2026-10-13 – 2026-10-13422026-10-20T19:56:12.4374213Z
2026-10-12 – 2026-10-12512026-10-20T19:56:12.4374213Z
2026-10-11 – 2026-10-11472026-10-20T19:56:12.4374213Z
2026-10-10 – 2026-10-10382026-10-20T19:56:12.4374213Z
2026-10-09 – 2026-10-09672026-10-20T19:56:12.4374213Z
2026-10-08 – 2026-10-082302026-10-20T19:56:12.4374213Z
2026-10-07 – 2026-10-07682026-10-20T19:56:12.4374213Z
2026-10-06 – 2026-10-06342026-10-20T19:56:12.4374213Z
2026-10-05 – 2026-10-05572026-10-20T19:56:12.4374213Z
2026-10-04 – 2026-10-04292026-10-20T19:56:12.4374213Z
2026-10-03 – 2026-10-031232026-10-20T19:56:12.4374213Z
2026-10-02 – 2026-10-02252026-10-20T19:56:12.4374213Z
2026-10-01 – 2026-10-01482026-10-20T19:56:12.4374213Z
2026-09-30 – 2026-09-302772026-10-20T19:56:12.4374213Z
2026-09-29 – 2026-09-293212026-10-20T19:56:12.4374213Z
2026-09-28 – 2026-09-28312026-10-20T19:56:12.4374213Z
2026-09-27 – 2026-09-27972026-10-20T19:56:12.4374213Z
2026-09-26 – 2026-09-261202026-10-20T19:56:12.4374213Z
2026-09-25 – 2026-09-251682026-10-20T19:56:12.4374213Z
2026-09-24 – 2026-09-24932026-10-20T19:56:12.4374213Z
2026-09-23 – 2026-09-23302026-10-20T19:56:12.4374213Z
2026-09-22 – 2026-09-22262026-10-20T19:56:12.4374213Z
2026-09-21 – 2026-09-21672026-10-20T19:56:12.4374213Z
2026-09-20 – 2026-09-201072026-10-20T19:56:12.4374213Z
2026-09-19 – 2026-09-19532026-10-20T19:56:12.4374213Z
2026-09-18 – 2026-09-184632026-10-20T19:56:12.4374213Z
2026-09-17 – 2026-09-171752026-10-20T19:56:12.4374213Z
2026-09-16 – 2026-09-163172026-10-20T19:56:12.4374213Z
2026-09-15 – 2026-09-151252026-10-20T19:56:12.4374213Z
2026-09-14 – 2026-09-141582026-10-20T19:56:12.4374213Z
2026-09-13 – 2026-09-13172026-10-20T19:56:12.4374213Z
2026-09-12 – 2026-09-12652026-10-20T19:56:12.4374213Z
2026-09-11 – 2026-09-11482026-10-20T19:56:12.4374213Z
2026-09-10 – 2026-09-102912026-10-20T19:56:12.4374213Z
2026-09-09 – 2026-09-09482026-10-20T19:56:12.4374213Z
2026-09-08 – 2026-09-082842026-10-20T19:56:12.4374213Z
2026-09-07 – 2026-09-072342026-10-20T19:56:12.4374213Z
2026-09-06 – 2026-09-06162026-10-20T19:56:12.4374213Z
2026-09-05 – 2026-09-05262026-10-20T19:56:12.4374213Z
2026-09-04 – 2026-09-04542026-10-20T19:56:12.4374213Z
2026-09-03 – 2026-09-032032026-10-20T19:56:12.4374213Z
2026-09-02 – 2026-09-02112026-10-20T19:56:12.4374213Z
2026-09-01 – 2026-09-01752026-10-20T19:56:12.4374213Z
2026-08-31 – 2026-08-311032026-10-20T19:56:12.4374213Z
2026-08-30 – 2026-08-30232026-10-20T19:56:12.4374213Z
2026-08-29 – 2026-08-29202026-10-20T19:56:12.4374213Z
2026-08-28 – 2026-08-28342026-10-20T19:56:12.4374213Z
2026-08-27 – 2026-08-274442026-10-20T19:56:12.4374213Z
2026-08-26 – 2026-08-2672026-10-20T19:56:12.4374213Z
2026-08-25 – 2026-08-251622026-10-20T19:56:12.4374213Z
2026-08-24 – 2026-08-24192026-10-20T19:56:12.4374213Z
2026-08-23 – 2026-08-2392026-10-20T19:56:12.4374213Z
2026-08-22 – 2026-08-222662026-10-20T19:56:12.4374213Z
2026-08-21 – 2026-08-2152026-10-20T19:56:12.4374213Z
2026-08-20 – 2026-08-202882026-10-20T19:56:12.4374213Z
2026-08-19 – 2026-08-19142026-10-20T19:56:12.4374213Z
2026-08-18 – 2026-08-18692026-10-20T19:56:12.4374213Z
2026-08-17 – 2026-08-171102026-10-20T19:56:12.4374213Z
2026-08-16 – 2026-08-1662026-10-20T19:56:12.4374213Z
2026-08-15 – 2026-08-15112026-10-20T19:56:12.4374213Z
2026-08-14 – 2026-08-14302026-10-20T19:56:12.4374213Z
2026-08-13 – 2026-08-13112026-10-20T19:56:12.4374213Z
2026-08-12 – 2026-08-12762026-10-20T19:56:12.4374213Z
2026-08-11 – 2026-08-11262026-10-20T19:56:12.4374213Z
2026-08-10 – 2026-08-10402026-10-20T19:56:12.4374213Z
2026-08-09 – 2026-08-091232026-10-20T19:56:12.4374213Z
2026-08-08 – 2026-08-08142026-10-20T19:56:12.4374213Z
2026-08-07 – 2026-08-0782026-10-20T19:56:12.4374213Z
2026-08-06 – 2026-08-06802026-10-20T19:56:12.4374213Z
2026-08-05 – 2026-08-051142026-10-20T19:56:12.4374213Z
2026-08-04 – 2026-08-04392026-10-20T19:56:12.4374213Z
2026-08-03 – 2026-08-03702026-10-20T19:56:12.4374213Z
2026-08-02 – 2026-08-02122026-10-20T19:56:12.4374213Z
2026-08-01 – 2026-08-01752026-10-20T19:56:12.4374213Z
2026-07-31 – 2026-07-311702026-10-20T19:56:12.4374213Z
2026-07-30 – 2026-07-30992026-10-20T19:56:12.4374213Z
2026-07-29 – 2026-07-291652026-10-20T19:56:12.4374213Z
2026-07-28 – 2026-07-283842026-10-20T19:56:12.4374213Z
2026-07-27 – 2026-07-272712026-10-20T19:56:12.4374213Z
2026-07-26 – 2026-07-26212026-10-20T19:56:12.4374213Z
2026-07-25 – 2026-07-251542026-10-20T19:56:12.4374213Z
2026-07-24 – 2026-07-24432026-10-20T19:56:12.4374213Z
2026-07-23 – 2026-07-233392026-10-20T19:56:12.4374213Z
2026-07-22 – 2026-07-221362026-10-20T19:56:12.4374213Z

Versions 1

Collected releases
VersionPublishedDirect dependenciesOpen version
9.1.23 Oct 20260

Package advisories

0
No matching advisories collected

This describes our collected data; it is not a security assessment.

Repository

PENDING
a3s-lab/code

Shared repository data · GitHub

License detected in repository
Not collected

Metadata history

Meaningful changes
Current collected state Current

Observed since 20 Oct, 16:41 UTC

No superseded metadata states collected. Unchanged observations do not create new revisions.

Record identity

package:227467daa2e7f278d9edf5e6e7da51351a81a869e1c47bb07d6062c0b9517fc8