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fix(vitals): HeartRateExtractor weights=[] silent None + BreathingExtractor stale-lock recovery (#1422, #1423) (#1449)
Fixes #1422, Fixes #1423. HeartRateExtractor no longer truncates subcarrier count on empty phases; BreathingExtractor resets immediately on first out-of-band rejection instead of passively draining a stale window (recovery 28.6s -> 6.0s). 64 tests passing, clippy clean, zero regressions workspace-wide.
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@@ -252,8 +252,9 @@ impl PyBreathingExtractor {
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/// hr = HeartRateExtractor.esp32_default() # 56 subcarriers, 100 Hz, 15s window
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///
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/// # Feed residuals and matching unwrapped phases from your preprocessor.
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/// # Unlike BreathingExtractor weights, phases=[] is invalid for heart-rate
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/// # extraction because the Rust core requires phase data for each subcarrier.
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/// # Like BreathingExtractor's weights, phases=[] means "no per-subcarrier
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/// # coherence information available" and falls back to equal weighting
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/// # across all subcarriers -- it does NOT silently drop every frame.
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/// est = hr.extract(residuals=[0.01, -0.02, …], phases=[0.0, 0.01, …])
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/// if est is not None:
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/// print(est.value_bpm, est.confidence)
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@@ -281,9 +282,11 @@ impl PyHeartRateExtractor {
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}
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/// Extract heart rate from per-subcarrier residuals and matching
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/// per-subcarrier unwrapped phases (radians). Empty phases are invalid
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/// and return `None` because the Rust extractor requires phase data.
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/// GIL released during DSP.
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/// per-subcarrier unwrapped phases (radians). A short or empty `phases`
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/// slice falls back to equal weighting for any subcarrier missing phase
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/// data (issue #1423) -- it does not truncate the number of subcarriers
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/// fused, and does not silently return `None` for every frame. GIL
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/// released during DSP.
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fn extract(
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&mut self,
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py: Python<'_>,
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