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Bind the ADR-024 MAT (Mass Casualty Assessment Tool) disaster-survivor detection + START triage surface into the wheel behind a gated [mat] extra / Cargo `mat` feature, mirroring the upstream disaster/ML gating. Also adds the [sota] superset extra (aether+meridian+mat). Surface (bound against the REAL code at HEAD, not the ADR wishlist): - DisasterType (9 variants) / TriageStatus (5, START) enums - DisasterConfig (builder-backed, continuous_monitoring forced off) - DisasterResponse: initialize_event / add_zone / push_csi_data / scan_once / survivors / survivors_by_triage - Survivor (id, triage_status, confidence, location, latest_vitals) - VitalSignsReading (breathing/heartbeat rate, movement, confidence) - ScanZone.rectangle / ScanZone.circle push_csi_data + scan_once are GIL-released. Honest deviations from ADR section 3.4 (documented in module header): - ADR proposed adding a Rust-side sync scan_once() (section 11.3). That was UNNECESSARY: the public async start_scanning() runs exactly one scan_cycle and returns when continuous_monitoring == false. The binding forces that flag off and drives one cycle on a private current-thread tokio runtime -- NO change to wifi-densepose-mat. - scan_cycle requires an active event + Active zone, which the ADR surface omitted; initialize_event + add_zone are bound as required additions. - Survivor.vital_signs is a *history* in the real code; bound as Survivor.latest_vitals -> Optional[VitalSignsReading]. - DisasterType has 9 variants at HEAD (adds Landslide/MineCollapse/ Industrial/TunnelCollapse); all bound. Parity (section 4.1, release-blocking): committed fixture mat_input.json (synthetic breathing-modulated CSI stream) -> native Rust reference (tests/mat_parity.rs, drives DisasterResponse directly) locks tests/golden/mat_result.sha256 over a canonical `count=<K>;triage_priorities=<sorted>` string (survivor UUIDs/timestamps excluded as non-deterministic); pytest (tests/test_mat.py) runs the same stream through the binding and asserts the identical hash. Both detect exactly 1 survivor, triage Delayed. Honest: synthetic fixture proves binding==native path equality, NOT live detection accuracy. Verified: cargo test --features mat --test mat_parity -> 2/2 pass maturin develop --features mat + pytest tests/test_mat.py -> 7/7 pass default cargo build clean, 0 mat/tokio refs in the default dep graph. WHEEL-SIZE FINDING (ADR-185 section 9): default-features=false drops MAT's `api` (axum) and `ruvector` features, but MAT still carries NON-optional tokio (rt/sync/time), wifi-densepose-nn (ort/ONNX + reqwest/hyper), rustfft, geo, ndarray. So a [mat] wheel exceeds the ADR-117 section 5.4 <=5 MB budget -- same leaf-crate-hoist follow-up as AETHER/MERIDIAN. The default wheel is untouched (feature-gated).
60 lines
2.1 KiB
Python
60 lines
2.1 KiB
Python
"""MAT — Mass Casualty Assessment Tool (ADR-024 crate, ADR-185 P3).
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WiFi-based disaster-survivor detection and START-protocol triage from CSI:
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ingest CSI frames, run a scan cycle, and query detected survivors by triage.
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Available **only** when the wheel was built with the ``[mat]`` extra::
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pip install wifi-densepose[mat]
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Quick start::
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from wifi_densepose.mat import DisasterConfig, DisasterResponse, DisasterType, ScanZone
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cfg = DisasterConfig(DisasterType.Earthquake, sensitivity=0.9, confidence_threshold=0.1)
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resp = DisasterResponse(cfg)
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resp.initialize_event(0.0, 0.0, "Building A") # required before scanning
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resp.add_zone(ScanZone.rectangle("North Wing", 0.0, 0.0, 50.0, 30.0))
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for amp, phase in csi_stream:
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resp.push_csi_data(amp, phase)
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resp.scan_once() # one detection cycle
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for s in resp.survivors():
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print(s.id, s.triage_status, s.confidence, s.location)
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Honest scope (ADR-185 §3.4): the ADR's Rust-side `scan_once()` wrapper was
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unnecessary — this binding drives one cycle of the public async
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`start_scanning()` (with `continuous_monitoring` forced off) on an internal
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runtime. `initialize_event` + `add_zone` are required before `scan_once`.
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`Survivor.latest_vitals` returns the latest reading (the Rust accessor is a
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history). The detection pipeline is real but unvalidated on live rubble.
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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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# MAT symbols are compiled into `_native` only under the Rust `mat` feature.
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if not hasattr(_native, "DisasterResponse"):
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raise ImportError(
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"wifi_densepose.mat is not available in this wheel. "
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"It requires the 'mat' extra: pip install wifi-densepose[mat]"
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)
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DisasterType = _native.DisasterType
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TriageStatus = _native.TriageStatus
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DisasterConfig = _native.DisasterConfig
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DisasterResponse = _native.DisasterResponse
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ScanZone = _native.ScanZone
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Survivor = _native.Survivor
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VitalSignsReading = _native.VitalSignsReading
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__all__ = [
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"DisasterType",
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"TriageStatus",
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"DisasterConfig",
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"DisasterResponse",
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"ScanZone",
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"Survivor",
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"VitalSignsReading",
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]
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