sleep: abstained runs aren't waso, hr fallback hole bridge - #84
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Reviewer's GuideThe PR distinguishes missing or stager-abstained data from wake throughout cardio staging and segmentation, preventing HR-covered abstentions from becoming measured WASO while retaining correct efficiency accounting; it also makes HR fallback look-ahead stop at recording holes and adds regression tests for both behaviors. Sequence diagram for abstained sleep-run accountingsequenceDiagram
participant Sensors
participant AdvancedSleepStager
participant segmentSleep
participant SleepMetrics
Sensors->>AdvancedSleepStager: _stageSessionCardio
AdvancedSleepStager-->>AdvancedSleepStager: [run too short or cardio stager abstains]
AdvancedSleepStager-->>segmentSleep: unobserved stage
Sensors->>segmentSleep: HR samples
segmentSleep->>segmentSleep: segmentSleep
segmentSleep-->>SleepMetrics: exclude unobserved seconds from TST and WASO
Flow diagram for HR fallback hole bridgingflowchart TD
A[hrLedSleepWindow] --> B{Look-ahead reaches next low sample}
B -->|No recording hole| C[Extend window to low sample]
B -->|Recording hole| D[Stop look-ahead]
D --> E[Keep window ending before hole]
C --> F[Return HR sleep window]
E --> F
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📝 WalkthroughWalkthroughSleep staging now labels unstaged time as unobserved and excludes it from observed-time accounting. HR fallback bridging now checks timestamp gaps around a candidate low-heart-rate sample. ChangesSleep gap handling
Priority: ⬇️ Low Estimated code review effort: 2 (Simple) | ~10 minutes Change: Bug fix Merge Risk: 🔵 Low · up to Clarify which staging method guarantees unobserved time. The remaining discrepancy is limited to the public documentation and does not block merging. Security Architecture ReviewSecurity architecture risk: 🔵 Low · up to The inspected calculation path preserves missing observations and tightens gap handling without adding privileged operations. Compatibility with external consumers of raw stage labels remains unverified. Retained concerns Security review detailsSecurity Blast Radius
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Actionable comments posted: 1
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Inline comments:
Review comments at @lib/src/onehz/sleep/advanced_stager.dart:
- Around line 428-429: Update the documentation around stageWindow to limit the
unobserved-gap guarantee to StagingMethod.cardio; do not imply that
StagingMethod.v1 or StagingMethod.v2 return unobserved segments when data is
unavailable.
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📒 Files selected for processing (5)
lib/src/onehz/sleep/advanced_stager.dartlib/src/onehz/sleep/hr_fallback.dartlib/src/onehz/sleep/segment.darttest/onehz/hr_fallback_test.darttest/onehz/sleep_honesty_test.dart
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two sleep accounting fixes.
cardio staging filled unstaged seconds with wake. a run the stager abstains on (hr in under half the epochs, or too short) can still carry hr, so segmentSleep saw it as observed and counted it as waso. those seconds are now labelled unobserved and stay out of tst/waso/efficiency. session efficiency from detectSleep is unchanged.
hrLedSleepWindow: when the arousal look-ahead stopped on a recording hole it still accepted the low sample after it, so the window ended on the awake stretch before the hole. now a look-ahead that hits a hole bridges nothing.
edge needs a kAlgoVersion bump when it repins.
Summary by Sourcery
Correct sleep accounting for unobserved staging intervals and recording gaps.
Bug Fixes:
Enhancements:
Tests:
Summary by CodeRabbit