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03: Update HRV and respiration windows incrementally - #105
Inherited the review fixes from #102–#104, including honest invalid-input refusals, explicit RR gap labels, streaming checkpoint validation, and regressing clock refusal across all six HRV/RSA/CVHR entry points without shifting recorded segment times. Also refuses mismatched supplied time vectors and non-finite cosinor moments. Latest Dart 3.11.4 analysis is clean and the full suite passed 1,844 tests with 6 existing capture-dependent skips. All exact output-change fixtures remain unchanged. This cumulative draft will be rebased onto upstream main and marked ready after its predecessors merge.
This is draft 03 of the split of #99. It targets main, so its diff is cumulative and includes the preceding branches. Review this area in its final commit; merge the preceding PRs first, then rebase this branch before merging.
HRV and respiration updates repeatedly evaluate completed windows, while seam errors can count a difference or breathing segment twice. This adds summaries and ordered streams for time/frequency HRV, RSA, CVHR and PRSA, with the shared corrected-NN tests that exercise their boundaries together.
What changes
Add time-domain HRV composition and mergeable jitter evidence, then use their arithmetic in the batch wrapper.
Add production frequency-HRV, RSA and CVHR streams with provisional-tail evaluation and versioned checkpoints.
Add PRSA and capped raw-RR sandwich aggregators.
Retain the separate research accumulators, their oracles and joint Welch/property tests in this area.
Task Force 1996 supports time-domain HRV; Welch 1967 and Lomb/Scargle support spectral calculations; Hirsch and Bishop 1981 support respiratory coupling; Bauer et al. 2006 supports PRSA and Hayano 2011 supports CVHR, with the original source citations retained. Internal jitter exemptions, the RR cap and screening thresholds remain marked ESTIMATE. This does not turn 1 Hz pulse timing into ECG-grade HRV. The batch wrappers use the parent's output arithmetic; regrouped floating sums can change rounding and near-threshold decisions. The RSA floor guard is retained, and old incompatible RSA checkpoints are rejected. Adoption must respect the output/versioning notes from the parent and area 2.
Algebraic breakdown
For mergeable entries, the common tests cover both identities, split, associativity, singleton and sliced lifts, finish purity and JSON continuation. These are observational laws at fixed parameters, not bitwise associativity of floating-point state.
Range/join/codec and malformed-length tests; exact rows with explicit NaN handling.
HRV _DiffStats/_DiffState/_DiffSummary
Centered difference moments, squared-difference and pNN counters; zeros
Merge moment/counter contributions; Lookback(2) lifts eligible adjacent pairs including seams; finish RMSSD/pNN components. Approximate ordered monoid once wrapped.
hrv_time_aggregator_test.dart, HRV support and checkpoint checks: fields 1e-9 absolute and relative, counts/absence exact.
HRV _LagStats/_LagState/_LagSummary
Centered lag-pair covariance and associated sums/counts; zeros
Merge centered co-moments; Lookback(3) lifts adjacent differences without crossing a gap; finish ACF1. Approximate ordered monoid.
Same laws; near-constant 1e-8 perturbation case allows ACF1 absolute error below 1e-6; 1e-4 perturbation split case requires below 1e-9. Those exceptions are explicit tests, not a universal gate bound.
hrvTimeAggregator, _FiniteTimes and checkpoint wrappers
Product of diff/lag summaries, level RunningMoments, five-minute grouped moments and jitter state; child identities
Ordered child combine; lift Beats; finish HRV fields and publication gates. Approximate ordered monoid under fixed origin/gap policy. hrvTimeOneSlice uses the same numeric core and builds evidence lazily.
Full law/parity cases and malformed checkpoint tests. HRV standard fields 1e-9 absolute/relative; metadata/counts exact on fixtures. Nonfinite time input is refused consistently.
Merge interiors and repair boundary runs/phases; lift NN differences and their timing; finish jitter/RSA evidence. Ordered approximate summary, not a constant-size commutative statistic. Boundary runs and exact magnitude evidence can grow.
HRV jitter/exemption cases exercise chunking and restart through the finished HRV result, using the same tolerances and exact publication decisions on tested fixtures. No standalone universal associativity error bound is claimed.
HrvFreqStream, _HrvBandState
Settled NN/time plus per-band next window and completed segment contributions; fresh stream
No combine. Lift fold; finish snapshot(tail) with batch arithmetic over closed segments and provisional tail. Ordered checkpointed fold.
welch_stream_test.dart and welch_stream_laws_test.dart: chunk invariance and JSON text exact, snapshots bit-for-bit against batch including notes/confidence, empty fold identity, refusal atomicity, conservation and purity. Associative state merging is not exposed.
RsaRespStream, _RsaSegmentResult
Closed RSA subwindow results, ordered open beats and rate/NN evidence; empty
No combine. Fold settled beats; snapshot adds provisional subwindows and recomputes the batch consensus/rate gates. Ordered fold, not a monoid.
Same exact Welch laws; rsa_floor_stream_test.dart pins the below-band floor refusal and checkpoint versions. Completed-window reuse does not justify changing the adaptive frequency ceiling.
Closed stretch contributions plus current gap-bounded NN stretch; empty
No combine. Fold by timestamp gaps; snapshot runs the open-stretch detector and finishes nightly distribution. Ordered fold.
CVHR tests and joint stream laws require exact batch results, JSON continuation, empty fold, snapshot purity and conservation. A long uninterrupted open stretch still costs work at snapshot.
_PrsaWindows, _PrsaState, prsaAggregator
Acceleration/deceleration profile sums and anchor counts; zero profiles/counts
Add profiles/counts; Lookback(2*l+1) lifts eligible centered anchor windows; finish profile means and DC/AC. Ordered monoid through boundary context; floating sums approximate.
prsa_aggregator_test.dart: common laws, conversion and restart; fields 1e-9 absolute/relative, confidence 1e-12; discrete metadata exact. Timestamp-aware PRSA remains a batch path.
RrSandwich, RrSandwichState
Raw bounded head/tail, input length and downstream middle state; zero rows plus inner identity
Re-correct adjacent raw seam, settle newly independent NN into inner; lift raw RR slices; finish corrected boundaries plus middle through inner. Ordered monoid claimed for the capped/locality contract, conditional on lawful inner. Uncapped arbitrarily long runs do not have guaranteed bounded-state exactness.
rr_sandwich_test.dart: exact NN/source-time/class parity with capped correctRr, association/identity/checkpoint/bounded-state cases. HRV inner 1e-9; PRSA fields 1e-9 absolute/relative and confidence 1e-12. Passing tests do not prove every adversarial soft-run influence bound. No sandwich benchmark.
NnColumn
Inner state; inner empty
Delegate combine, lift NN column from Beats, finish inner. Preserves the inner algebra.
Sandwich PRSA composition tests use inner tolerance; no new estimator.
Research HrvTimeAcc, HrvTimelineState, NightShapeState
Scalar HRV/jitter accumulator and keyed window accumulators; empty
Ordered settled-NN fold; evaluate with provisional tail and batch gates. No state combine.
test/incremental/hrv_resp_nn_test.dart and boundary tests compare to production batch/oracles; scalar HRV fields use the explicit 1e-9 relative comparisons where called, envelopes and tested decisions exact.
Research DayHrvCurveState, DaytimeHrvState
Per-bin/per-window states and day/mask context; fresh state
Fold new settled beats; evaluate keyed curves/daytime summary with provisional tail. Ordered folds, no merge API.
Day-curve acceptance tests arrive in area 6 with the cross-area driver. No untested associative merge claim.
Research NocturnalRmssdState, SessionRmssdState, research IrregularScreenState
Retained window records, adjacency and scalar evidence, or a session corrector plus windows; empty
Ordered fold; evaluate eligible window medians/session result or screen verdict. Not monoids: window eligibility and medians depend on retained context.
hrv_windows_test.dart and boundary/thin cases check exact published window outputs, flags and nulls; confidence uses each test's comparator.
Research _SegCounts, RsaWelchState, RespWindowsState, _Band, HrvFreqState, DayRespCurveState
Completed segment counts/results, open window state and keyed rate/spectral summaries; empty
Ordered fold and tail evaluation; finish via batch band integration/median/consensus. No combine operation or commutativity claim.
Corrected-NN, boundary and thin-input tests compare exact published results where asserted; numeric error recorders report differences without inventing a global bound. Day-curve driver tests arrive in area 6.
edge_oracles.dart, stream test support and probes
Reference input windows and seeded recipes
Batch reference/projection or measurement only; no monoid interface.
Travel here because the joint NN tests import them. Some oracles share production helpers; parity is not an independent proof of the physiological estimator.
Where the speedup comes from
Every sync repeats completed HRV and respiration work, so this PR retains those results and adds cheaper CVHR median calculations, while CVHR still scans its open stretch. This PR: 52.058 of the 109.065 s saved per night (47.73%). Overall after the full stack: 13.98×.
See the sync-work explanation in #103 for the timeline, overall table and Edge adoption requirement; these are AOT medians from at least five full schedules on generated data, with this PR credited only beyond #102 and its inherited gains included in the overall saving.
How each structure saves work
Time HRV reuses level/difference/lag summaries; scalar moment combination is O(1), while grouped bins and jitter boundary evidence add their own costs. Frequency/RSA streams compute completed Welch windows once, so repeated syncs revisit new windows and the open tail. Median/consensus finishing can still scan the completed result list. CVHR preserves closed stretch contributions but can recompute a long current stretch. PRSA combines O(profile length) sums plus O(window width) seam context. The capped sandwich corrects boundary context instead of all settled raw RR. The research day/window states avoid replaying completed bins; serialization and result-list construction remain proportional to retained state/output.
Fresh timings are in "Where the speedup comes from" above. Older numbers in the docs predate this split.
Tests
Dart 3.11.4, resolved matcher 0.12.20. dart analyze: no issues. Full timeout 3000 nice -n 10 dart test -j 2 --reporter json: 1,812 passed, 6 skipped, 0 failed. Counts include the inherited suite. Elapsed test time 162.350 seconds.
Logs: areas-logs/area-3.analyze.log, areas-logs/area-3.test.jsonl, exit status files and start/finish timestamps. Skips are optional external fixtures/corpora. No assertion was removed and no tolerance was widened. Dart 3.5.0 itself was not run; final test blobs retain the existing NaN-aware matcher fix.
Suggested review order
One commit: f118248836ec HRV and respiration updates rescan completed windows. Review the state/empty/combine or append transitions first, the finish/publication rules next, then the area reference/law/checkpoint tests and tools.
Change size and stacking
Logic under lib/: +2,988/-368, 3,356 changed lines. Tests, tools and docs: +7,712/-0, 7,712 changed lines. Other root documentation: +0/-0.
Stacks on split/area-2-rr-rhythm at 0725b6932e4e. This is branch 3 of 6, one compiled and fully tested commit per branch. Apply the stack in numerical order; the final branch must match origin/split/aggregators exactly.
Questions for the reviewer
Is the capped sandwich's tested locality contract acceptable while the adversarial soft-run bound remains unproved?
Should the research prototype classes remain separate from the production streams until their consumers converge?
Summary by CodeRabbit
New Features
Added streaming analysis for RR correction, HRV time and frequency metrics, respiratory rate, CVHR, and irregular-rhythm screening. Results can include provisional data and be saved and restored.
Added detailed irregular-rhythm diagnostics, mergeable HRV and PRSA aggregation, and a sliding-median utility.
Added a daytime heart-rate dip calculation that accepts pre-aggregated sample totals.
Bug Fixes
Improved handling of sparse or gappy frequency-analysis segments and non-finite timestamps.
Documentation
Updated contributor test guidance to use a Dart SDK compatible with the project’s declared environment.
The pull request adds streaming RR correction and incremental HRV, respiration, and irregular-rhythm APIs. It adds aggregators, diagnostics, checkpoints, and batch-parity tests. It also updates shared utilities, property-test support, and contributor test instructions.
Changes: RR correction and aggregation
Layer / File(s)
Summary
Streaming RR correction lib/src/onehz/foundations/rr_correction_stream.dart, tool/incremental/rr_stream.dart, RR correction tests and support
Adds streaming correction with settled results, provisional snapshots, timestamp handling, and JSON checkpoint validation.
Artifact-run cap and validation lib/src/onehz/foundations/rr_correction_stream.dart, test/onehz/rr_artifact_cap_test.dart, test/output_changes/review_stream_gap_test.dart
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The title "03: Update HRV and respiration windows incrementally" names a real part of the changeset. The PR adds incremental HRV and respiration streams, including HrvFreqStream, RsaRespStream, and Cv…
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Explanation
The title "03: Update HRV and respiration windows incrementally" names a real part of the changeset. The PR adds incremental HRV and respiration streams, including HrvFreqStream, RsaRespStream, and CvhrStream, with provisional-tail evaluation and checkpoints. The title does not cover the broader changes, such as RR correction streaming, PRSA and RR sandwich aggregators, irregular-rhythm state, and CONTRIBUTING.md edits. It also includes a "03:" stack prefix that adds little meaning. The title is therefore partially related: it is overly narrow for the full changeset but does not describe unrelated work.
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Actionable comments posted: 26
Fix comments: Fix CodeRabbit comments on this PR
Prompt to fix all issues
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Inline comments:
Review comments at @lib/src/onehz/clinical/hrv_freq_stream.dart:
- Line 15: Update the retained-span guard in the HRV frequency stream so it
returns null only when no segment power has been accumulated; preserve
accumulated ULF power after _compact() removes older samples. Add a parity case
beyond the first ULF segment that verifies streaming results match batch
hrvFreq, including ULF in totalBands and total.
- Line 92: Update checkpoint validation in the HRV stream restoration path and
RsaRespStream.fromJson to reject empty retained buffers when n is greater than
zero and reject retained nn or times lengths greater than n. Validate the
decoded shape before accepting the restored object, while preserving the
existing validation checks.
- Around line 153-155: Update HrvFreqStream.fold to match hrvFreq’s regression
handling: drop beats whose times regress, track the dropped count across folds,
and refuse only when the dropped fraction exceeds kMaxRegressingBeatFraction.
Add a capped-reset stream test that compares results with batch hrvFreq at each
prefix.
- Around line 116-120: In HrvFreqStream.fromJson, validate each decoded band
nextStart value with a finiteness check before passing it to _HrvBandState;
reject non-finite values with a FormatException so restored band clocks cannot
become stuck or stop advancing silently.
Review comments at @lib/src/onehz/clinical/hrv_jitter_evidence.dart:
- Line 299: Update _Piece.toJson to copy cnt into the encoded map rather than
retaining the mutable list reference. This ensures later folds cannot alter an
already-created checkpoint; leave the existing field encoding and
_Piece.fromJson behavior unchanged.
Review comments at @lib/src/onehz/clinical/hrv_time_aggregator.dart:
- Around line 244-245: Update the continuity check using _timeAt so a beat
timestamp earlier than its predecessor is rejected before any aggregator state
is mutated, rather than being treated as contiguous. Apply the same ordering
validation to regressions within a slice and across addSlice and combine
boundaries, consistent with hrvTime.
- Line 78: Validate that all NN values in combined are finite before updating
either child, regardless of gapAware; reject non-finite values consistently with
hrvTime, and preserve the existing _FiniteTimes selection for finite input.
Review comments at @lib/src/onehz/clinical/irregular_diagnostics.dart:
- Line 183: Update the serialization of thresholds.windowMinutes so non-finite
values rejected by irregularWindowConfigOk are represented in a JSON-safe form,
and update the corresponding fromJson logic to restore that representation.
Preserve finite threshold values and the existing fail-closed behavior.
Review comments at @lib/src/onehz/clinical/irregular_rhythm_state.dart:
- Line 189: Update the `toJson` serialization of `_bk` to store a detached copy
of the open bucket, so subsequent folds cannot mutate an already-created
checkpoint. Preserve the existing checkpoint fields and serialization behavior.
Review comments at @lib/src/onehz/clinical/prsa_aggregator.dart:
- Line 108: Update the PRSA checkpoint encodeState and decodeState paths so the
saved state includes deceleration and anchorRatioCap, and restore rejects
checkpoints whose values differ from the current aggregator. Keep existing
profile and anchor validation, and ensure checkpoints missing the new fields are
rejected so the caller can recompute from raw data.
Review comments at @lib/src/onehz/foundations/rr_correction_stream.dart:
- Line 282: Update both checkpoint creation paths to copy every mutable list
instead of retaining references to internal buffers, including the list stored
under 'rr' from _rr; apply the same defensive-copy behavior to the corresponding
prototype checkpoint path. Keep scalar checkpoint fields unchanged so each
checkpoint remains a consistent snapshot after later folds.
Review comments at @lib/src/onehz/foundations/rr_sandwich.dart:
- Line 123: Update the reach and retained-tail correction flow so recovery
decisions remain consistent across the retained boundary; preserve the preceding
reconciled class when restarting correction, or reject configurations where that
state cannot be preserved. Ensure finish emits the same values as batch
correction and does not drop the final beat for the described windowBeats: 1
case.
- Around line 222-224: Update the `mid` handling in the `finish` path so
non-persistable inner aggregators cannot mutate `state.mid` through an alias;
establish a state-copy mechanism independent of persistence, or otherwise
prevent the consuming `inner.combine` operation from receiving stored middle
state. Preserve the `finishPure` contract across repeated finishes and
subsequent ingestion.
Review comments at @lib/src/onehz/incremental_core.dart:
- Line 647: Reorder the numeric-list type checks in the result-copying logic so
the narrower integer-list and double-list branches run before the broad
numeric-list branches. Apply this to both branches identified in the diff,
including nullable numeric lists, and preserve the existing copy behavior for
each result type.
Review comments at @lib/src/onehz/respiration/resp_rate.dart:
- Around line 614-616: Handle non-finite tail times before validating their
order in the respiration and CVHR snapshots. Update the snapshot logic around
`_nondecreasing` and `CvhrStream.snapshot` so non-finite tail values reach the
existing fallback and produce an absent metric, while preserving order
validation for finite tail values.
Review comments at @test/aggregate/hrv_time_aggregator_test.dart:
- Line 435: Replace the expected ACF derived from hrvTime in this stability test
with an independent calculation using nnDiffAcf1 over successive differences, or
a frozen reference value. Keep the hrvTimeAggregator batch comparison separate
as an integration check.
Review comments at @test/incremental/rr_stream_test.dart:
- Around line 36-37: Update the batch oracle call to correctRr in the streaming
comparison test to pass maxArtifactRun: null, matching the streamed
RrCorrector’s uncapped behavior while preserving the existing inputs and
comparisons.
Review comments at @test/incremental/support.dart:
- Around line 15-18: Update Err.add to verify that both non-null operands are
finite before calculating their difference or updating either error maximum, so
NaN and infinite values cannot leave the maxima unchanged and pass bounded-error
assertions.
Review comments at @test/onehz/support/rr_compare.dart:
- Around line 37-43: Update expectSameCorrection to compare nnSourceIndex when
the expected result tracks source indices, so mismatched NN-to-input-beat
mappings fail the comparison. For frozen references without tracked indices,
validate the source mapping separately rather than assuming the comparison has
index data.
Review comments at @tool/incremental/hrv_incr.dart:
- Line 1579: Update IrregularScreenState.toJson and
IrregularScreenState.fromJson to persist and restore every constructor setting
that controls accumulation or evaluation, including pnnThresholdMs. Reconstruct
the state with the checkpoint’s settings so retained counts and future counts
use the same screening configuration.
- Line 793: Update the midpoint calculation used for the stage-mask lookup to
include c._t0 before converting to seconds, so the lookup uses the beat-clock
origin as well as r.idx and windowMs. Match the existing nocturnalRmssd
behavior.
- Line 1247: Update the incremental fold around _step(rr[i], ts[i], recs) to
detect timestamp regressions both within the current fold and against timestamps
from prior folds, and refuse the input with behavior equivalent to the batch
path instead of producing an RMSSD result.
Review comments at @tool/incremental/resp_incr.dart:
- Line 368: Update RSA checkpoint serialization around the visible tMs field to
encode non-finite values consistently in tMs, nn, and sorted, using the existing
_nonFinite representation. Update fromJson to decode those values symmetrically
so checkpoints containing infinity can be saved and restored without losing the
abstaining state.
- Line 579: Validate input timestamps for finiteness before mutating state or
entering the segment loop that checks b.next against _lastT; reject non-finite
values so the loop cannot stall, while preserving processing for finite
timestamps.
- Line 567: Update the HRV beat accumulation at _ts.add(s) to filter backward
timestamps before retaining them, track omitted beats, and apply the same
refusal threshold as hrvFreq. Apply this policy consistently across folds and
tails so retained timestamps remain sorted for binary searches.
- Line 228: Update the batch fallback call to rsaRespRate before _folding so it
forwards tolBrpm, minConsensus, and maxArtifact along with artifactFraction.
Preserve the existing fallback behavior while ensuring these evaluation options
apply to both fresh states with long provisional tails and other fallback
evaluations.
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Review updates
Inherited the review fixes from #102–#104, including honest invalid-input refusals, explicit RR gap labels, streaming checkpoint validation, and regressing clock refusal across all six HRV/RSA/CVHR entry points without shifting recorded segment times. Also refuses mismatched supplied time vectors and non-finite cosinor moments. Latest Dart 3.11.4 analysis is clean and the full suite passed 1,844 tests with 6 existing capture-dependent skips. All exact output-change fixtures remain unchanged. This cumulative draft will be rebased onto upstream main and marked ready after its predecessors merge.
Depends on 02 / #104.
Depends on 01 / #103.
Depends on 00 / #102.
This is draft 03 of the split of #99. It targets
main, so its diff is cumulative and includes the preceding branches. Review this area in its final commit; merge the preceding PRs first, then rebase this branch before merging.HRV and respiration updates repeatedly evaluate completed windows, while seam errors can count a difference or breathing segment twice. This adds summaries and ordered streams for time/frequency HRV, RSA, CVHR and PRSA, with the shared corrected-NN tests that exercise their boundaries together.
What changes
Task Force 1996 supports time-domain HRV; Welch 1967 and Lomb/Scargle support spectral calculations; Hirsch and Bishop 1981 support respiratory coupling; Bauer et al. 2006 supports PRSA and Hayano 2011 supports CVHR, with the original source citations retained. Internal jitter exemptions, the RR cap and screening thresholds remain marked ESTIMATE. This does not turn 1 Hz pulse timing into ECG-grade HRV. The batch wrappers use the parent's output arithmetic; regrouped floating sums can change rounding and near-threshold decisions. The RSA floor guard is retained, and old incompatible RSA checkpoints are rejected. Adoption must respect the output/versioning notes from the parent and area 2.
Algebraic breakdown
For mergeable entries, the common tests cover both identities, split, associativity, singleton and sliced lifts, finish purity and JSON continuation. These are observational laws at fixed parameters, not bitwise associativity of floating-point state.
Beats,RawRr_DiffStats/_DiffState/_DiffSummaryLookback(2)lifts eligible adjacent pairs including seams; finish RMSSD/pNN components. Approximate ordered monoid once wrapped.hrv_time_aggregator_test.dart, HRV support and checkpoint checks: fields1e-9absolute and relative, counts/absence exact._LagStats/_LagState/_LagSummaryLookback(3)lifts adjacent differences without crossing a gap; finish ACF1. Approximate ordered monoid.1e-8perturbation case allows ACF1 absolute error below1e-6;1e-4perturbation split case requires below1e-9. Those exceptions are explicit tests, not a universal gate bound.hrvTimeAggregator,_FiniteTimesand checkpoint wrappersRunningMoments, five-minute grouped moments and jitter state; child identitiesBeats; finish HRV fields and publication gates. Approximate ordered monoid under fixed origin/gap policy.hrvTimeOneSliceuses the same numeric core and builds evidence lazily.1e-9absolute/relative; metadata/counts exact on fixtures. Nonfinite time input is refused consistently.JitterEvidenceAggregator,JitterState,_Piece,_Phase,_Win,_WinRunHrvFreqStream,_HrvBandStatefold; finishsnapshot(tail)with batch arithmetic over closed segments and provisional tail. Ordered checkpointed fold.welch_stream_test.dartandwelch_stream_laws_test.dart: chunk invariance and JSON text exact, snapshots bit-for-bit against batch including notes/confidence, empty fold identity, refusal atomicity, conservation and purity. Associative state merging is not exposed.RsaRespStream,_RsaSegmentResultrsa_floor_stream_test.dartpins the below-band floor refusal and checkpoint versions. Completed-window reuse does not justify changing the adaptive frequency ceiling.CvhrStream,_CvhrContribution, night/distribution results_PrsaWindows,_PrsaState,prsaAggregatorLookback(2*l+1)lifts eligible centered anchor windows; finish profile means and DC/AC. Ordered monoid through boundary context; floating sums approximate.prsa_aggregator_test.dart: common laws, conversion and restart; fields1e-9absolute/relative, confidence1e-12; discrete metadata exact. Timestamp-aware PRSA remains a batch path.RrSandwich,RrSandwichStaterr_sandwich_test.dart: exact NN/source-time/class parity with cappedcorrectRr, association/identity/checkpoint/bounded-state cases. HRV inner1e-9; PRSA fields1e-9absolute/relative and confidence1e-12. Passing tests do not prove every adversarial soft-run influence bound. No sandwich benchmark.NnColumnBeats, finish inner. Preserves the inner algebra.HrvTimeAcc,HrvTimelineState,NightShapeStatefold; evaluate with provisional tail and batch gates. No state combine.test/incremental/hrv_resp_nn_test.dartand boundary tests compare to production batch/oracles; scalar HRV fields use the explicit1e-9relative comparisons where called, envelopes and tested decisions exact.DayHrvCurveState,DaytimeHrvStateNocturnalRmssdState,SessionRmssdState, researchIrregularScreenStatehrv_windows_test.dartand boundary/thin cases check exact published window outputs, flags and nulls; confidence uses each test's comparator._SegCounts,RsaWelchState,RespWindowsState,_Band,HrvFreqState,DayRespCurveStateedge_oracles.dart, stream test support and probesWhere the speedup comes from
Every sync repeats completed HRV and respiration work, so this PR retains those results and adds cheaper CVHR median calculations, while CVHR still scans its open stretch. This PR: 52.058 of the 109.065 s saved per night (47.73%). Overall after the full stack: 13.98×.
See the sync-work explanation in #103 for the timeline, overall table and Edge adoption requirement; these are AOT medians from at least five full schedules on generated data, with this PR credited only beyond #102 and its inherited gains included in the overall saving.
How each structure saves work
Time HRV reuses level/difference/lag summaries; scalar moment combination is O(1), while grouped bins and jitter boundary evidence add their own costs. Frequency/RSA streams compute completed Welch windows once, so repeated syncs revisit new windows and the open tail. Median/consensus finishing can still scan the completed result list. CVHR preserves closed stretch contributions but can recompute a long current stretch. PRSA combines O(profile length) sums plus O(window width) seam context. The capped sandwich corrects boundary context instead of all settled raw RR. The research day/window states avoid replaying completed bins; serialization and result-list construction remain proportional to retained state/output.
Fresh timings are in "Where the speedup comes from" above. Older numbers in the docs predate this split.
Tests
Dart 3.11.4, resolved matcher 0.12.20.
dart analyze: no issues. Fulltimeout 3000 nice -n 10 dart test -j 2 --reporter json: 1,812 passed, 6 skipped, 0 failed. Counts include the inherited suite. Elapsed test time 162.350 seconds.Logs:
areas-logs/area-3.analyze.log,areas-logs/area-3.test.jsonl, exit status files and start/finish timestamps. Skips are optional external fixtures/corpora. No assertion was removed and no tolerance was widened. Dart 3.5.0 itself was not run; final test blobs retain the existing NaN-aware matcher fix.Suggested review order
One commit:
f118248836ecHRV and respiration updates rescan completed windows. Review the state/empty/combine or append transitions first, the finish/publication rules next, then the area reference/law/checkpoint tests and tools.Change size and stacking
Logic under
lib/: +2,988/-368, 3,356 changed lines. Tests, tools and docs: +7,712/-0, 7,712 changed lines. Other root documentation: +0/-0.Stacks on
split/area-2-rr-rhythmat0725b6932e4e. This is branch 3 of 6, one compiled and fully tested commit per branch. Apply the stack in numerical order; the final branch must matchorigin/split/aggregatorsexactly.Questions for the reviewer
Summary by CodeRabbit