mirror of
https://github.com/ruvnet/RuView
synced 2026-07-25 17:51:48 +00:00
Dragan Spiridonov
2febbb813c
Reverses the release-wheel packaging change from3ed43e9aafter review. That commit built the published wheels with `--features sota` so `pip install wifi-densepose[aether]` would work. But it did so by abandoning a DELIBERATE, guarded design: `default = []`, the RuView#1387-default-wheel-budget-config fix-marker, and the wheel-size-budget job exist specifically to keep the base wheel small and make SOTA opt-in (ADR-117 §5.4). Building SOTA into every published wheel makes the base fat, turns the `[aether]`/`[mat]`/`[meridian]` extras into inert no-ops, and — worse — leaves the PUBLISHED wheel un-budget-checked (the budget job only builds the no-features wheel), so the ONNX Runtime dependency the fix-marker anticipates for `mat` would later balloon the shipped wheel past 5 MiB silently. A pip extra cannot enable a cargo feature on a prebuilt wheel, so "small base + opt-in SOTA in binary wheels" is only achievable by splitting into separate packages — tracked as #1412. Until that lands, P6 is source-build-only, and the honest thing is to say so. This commit: - Restores pip-release.yml to its original state (no --features in the release build; original smoke test). Net packaging change across the branch is now ZERO — the small-base design is fully intact. - Points the aether/mat/meridian import shims at the real interim path: a source build with `--features <x>` (or `--features sota`), and #1412 for the binary wheels follow-up. The earlier revision wrongly claimed "the official wheels include it", which is only true once #1412 ships. KEPT from3ed43e9a(correct regardless of packaging): the AETHER parity tests are now arch-portable — they compare a golden VECTOR within tolerance instead of a SHA-256 of raw f32 bytes, which only ever matched the one architecture that generated it and failed on the aarch64/macOS-arm wheels this project builds. Verified on aarch64/macOS with a `--features sota` build (as python-ci does): test_aether 13, test_mat 7, test_meridian 13 pass; full suite unaffected. Co-Authored-By: Ruflo & AQE
50 lines
1.8 KiB
Python
50 lines
1.8 KiB
Python
"""AETHER — contrastive CSI embeddings & re-identification (ADR-024, ADR-185 P1).
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Self-supervised 128-dim L2-normalized embeddings for WiFi CSI: room
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fingerprinting, person re-identification, and anomaly scoring, computed
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entirely offline by the Rust core (no server, no network).
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Not in the binary wheels yet (see ruvnet/RuView#1412 — the P6 SOTA
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bindings are shipped source-build-only for now to keep the base wheel
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small). Build from source with ``maturin ... --features aether`` (or
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``--features sota`` for all three P6 subsystems).
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Quick start::
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from wifi_densepose.aether import AetherConfig, EmbeddingExtractor, cosine_similarity
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ext = EmbeddingExtractor(n_subcarriers=56, config=AetherConfig())
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a = ext.embed(window_a) # list[float], length == config.d_proj (128)
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b = ext.embed(window_b)
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score = cosine_similarity(a, b) # re-ID similarity in [-1, 1]
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"""
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from __future__ import annotations
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from wifi_densepose import _native
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# The AETHER symbols are compiled into `_native` only under the Rust `aether`
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# feature. The binary wheels do NOT enable it yet (ruvnet/RuView#1412);
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# it is available from a source build with the feature. Name that fix, not
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# a pip extra, which cannot add compiled code to a built wheel.
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if not hasattr(_native, "AetherConfig"):
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raise ImportError(
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"wifi_densepose.aether is not in the binary wheels yet "
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"(see ruvnet/RuView#1412). Build from source with "
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"`maturin ... --features aether` (or `--features sota`)."
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)
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AetherConfig = _native.AetherConfig
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CsiAugmenter = _native.CsiAugmenter
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EmbeddingExtractor = _native.EmbeddingExtractor
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info_nce_loss = _native.info_nce_loss
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cosine_similarity = _native.cosine_similarity
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__all__ = [
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"AetherConfig",
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"CsiAugmenter",
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"EmbeddingExtractor",
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"info_nce_loss",
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"cosine_similarity",
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]
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