01: Framework for retaining and combining partial calculation work

ALGORITHMS.md

@@ -158,3 +158,57 @@ al. 2017 · Pimentel et al. · Brage et al. 2004 · Keytel et al. 2005 · Tudor-
 2019 · Hopkins 2004 ·
 Mahalanobis 1936 · Killick et al. 2012 · Wittmann & Roenneberg 2006 · Pietilä et al. 2018 ·
 Malik et al.
+
+<!-- Split #99: rr -->
+
+| Batch change | Method and limits |
+|---|---|
+| Leave long RR artifact runs as gaps | Lipponen & Tarvainen 2019; Peltola 2012; The 32-beat cap is an internal ESTIMATE rule with low confidence, not a published threshold. Longer runs split the series; each side is corrected independently. The synthetic 33-beat case keeps 200 NN beats and drops 33. |
+
+<!-- Split #99: spectral -->
+
+| Batch change | Method and limits |
+|---|---|
+| Reduce spectral error on epoch timestamps | Lomb 1976; Scargle 1982; Press & Rybicki 1989; Evaluate trigonometric arguments relative to the first sample. The mathematical spectrum is time-shift invariant; floating-point band powers and threshold decisions can change for all Lomb-Scargle callers. |
+
+<!-- Split #99: nonfinite -->
+
+| Batch change | Method and limits |
+|---|---|
+| Abstain when a beat has no finite time | Task Force 1996 HRV; Welch 1967 spectra; input-validity guard is an implementation rule; HRV frequency/time, nocturnal and session RMSSD, RSA and CVHR return absent metrics for non-finite beat times. This prevents endless segment walks and invalid integer conversions. Finite-input formulas are unchanged. |
+
+<!-- Split #99: ['cosinor', 'near_singular'] -->
+
+| Batch change | Method and limits |
+|---|---|
+| Refuse unidentifiable cosinor fits | Nelson et al. 1979, Methods for cosinor-rhythmometry; Welford 1962 centered co-moments; Use centered least squares and a relative determinant gate of 1e-12 of the diagonal product. This is a numerical policy. Nearly collinear phase columns abstain, and ordinary fit parameters can move in their last digits. Upstream zero-amplitude significance gating is retained. |
+
+<!-- Split #99: trimp -->
+
+| Batch change | Method and limits |
+|---|---|
+| Retain small TRIMP contributions in the total | Morton, Fitz-Clarke & Banister 1990; Neumaier 1974 compensated summation; Compensate the per-minute sum. The reserve and sex-specific weighting are unchanged; the synthetic total moves in its last digits. |
+
+<!-- Split #99: ctl -->
+
+| Batch change | Method and limits |
+|---|---|
+| Evaluate training-load decay with affine arithmetic | Banister et al. 1975; Morton et al. 1990; Neumaier 1974 prefix summation; Evaluate the same EWMA recurrence as scale times seed plus offset. This matches the arithmetic used by the later incremental implementation. Last digits change; 42/7-day defaults and bounded-prefix priming remain implementation choices. |
+
+<!-- Split #99: zones -->
+
+| Batch change | Method and limits |
+|---|---|
+| Count repeated zone intervals before summing | Karvonen 1957 supports reserve zones only; interval credit is an internal ESTIMATE rule; Group equal duration credits by zone. Cadence validation, median capping and tail credit are retained. Grouped multiplication changes the last digits of zone seconds. |
+
+<!-- Split #99: circadian -->
+
+| Batch change | Method and limits |
+|---|---|
+| Compute circadian variance with centered moments | Witting 1990; van Someren 1999; Welford 1962 centered variance; IS and IV may move in their last digits. Batch circular profile sums and first-winner tie selection are unchanged on the rebased head. Chunked merges can reorder profile sums and move near-tie L5/M10 start epochs; that stream-specific behavior belongs with the aggregators. |
+
+<!-- Split #99: hrv -->
+
+| Batch change | Method and limits |
+|---|---|
+| Compute HRV moments without subtracting a large mean | Task Force 1996; Welford 1962 centered sums and products; Use origin-shifted moments for NN levels and five-minute bins, and centered lag co-moments for ACF. Last digits and decisions within rounding of jitter gates can change. Existing respiratory-line exemptions, coverage gates and absent-value rules remain. |

CHANGELOG.md

@@ -0,0 +1,78 @@
+# Changelog
+
+## Split #99 output changes
+
+Edge must bump `kAlgoVersion` when adopting these changed batch outputs.
+
+### Review input and gap validity
+
+HRV time, nocturnal and session RMSSD abstain on non-finite NN intervals before
+segmentation. Cosinor rejects non-finite or non-positive periods before computing
+its design. CTL/ATL abstains on unknown/non-finite daily load; explicit observed
+zero-load rest days still decay. These are input-validity policies, not new
+physiological models. Capped RR runs now report `BeatClass.gap`, appended after
+existing enum values, rather than claiming every omitted beat is long/short.
+HRV also abstains when retained beat times regress, including when RR
+accumulation disagrees with the recorded time at a capped-gap reset. Recorded
+segment anchors are preserved; timestamps are never shifted to hide the conflict.
+Frequency HRV, RSA and CVHR use the same regressing-clock refusal. Time HRV
+also refuses supplied clock vectors whose length does not match the NN vector;
+NN-only calls remain supported. Cosinor refuses non-finite design/response
+moments, including overflow from a positive subnormal period or finite responses.
+Other finite-input formulas, corrected NN and cap accounting are unchanged.
+
+
+### Leave long RR artifact runs as gaps
+
+The 32-beat cap is an internal ESTIMATE rule with low confidence, not a published threshold. Longer runs split the series; each side is corrected independently. The synthetic 33-beat case keeps 200 NN beats and drops 33.
+
+Method: Lipponen & Tarvainen 2019; Peltola 2012. Reproduce with `dart run tool/reproduce_outputs.dart`.
+
+### Reduce spectral error on epoch timestamps
+
+Evaluate trigonometric arguments relative to the first sample. The mathematical spectrum is time-shift invariant; floating-point band powers and threshold decisions can change for all Lomb-Scargle callers.
+
+Method: Lomb 1976; Scargle 1982; Press & Rybicki 1989. Reproduce with `dart run tool/reproduce_outputs.dart`.
+
+### Abstain when a beat has no finite time
+
+HRV frequency/time, nocturnal and session RMSSD, RSA and CVHR return absent metrics for non-finite beat times. This prevents endless segment walks and invalid integer conversions. Finite-input formulas are unchanged.
+
+Method: Task Force 1996 HRV; Welch 1967 spectra; input-validity guard is an implementation rule. Reproduce with `dart run tool/reproduce_outputs.dart`.
+
+### Refuse unidentifiable cosinor fits
+
+Use centered least squares and a relative determinant gate of 1e-12 of the diagonal product. This is a numerical policy. Nearly collinear phase columns abstain, and ordinary fit parameters can move in their last digits. Upstream zero-amplitude significance gating is retained.
+
+Method: Nelson et al. 1979, Methods for cosinor-rhythmometry; Welford 1962 centered co-moments. Reproduce with `dart run tool/reproduce_outputs.dart`.
+
+### Retain small TRIMP contributions in the total
+
+Compensate the per-minute sum. The reserve and sex-specific weighting are unchanged; the synthetic total moves in its last digits.
+
+Method: Morton, Fitz-Clarke & Banister 1990; Neumaier 1974 compensated summation. Reproduce with `dart run tool/reproduce_outputs.dart`.
+
+### Evaluate training-load decay with affine arithmetic
+
+Evaluate the same EWMA recurrence as scale times seed plus offset. This matches the arithmetic used by the later incremental implementation. Last digits change; 42/7-day defaults and bounded-prefix priming remain implementation choices.
+
+Method: Banister et al. 1975; Morton et al. 1990; Neumaier 1974 prefix summation. Reproduce with `dart run tool/reproduce_outputs.dart`.
+
+### Count repeated zone intervals before summing
+
+Group equal duration credits by zone. Cadence validation, median capping and tail credit are retained. Grouped multiplication changes the last digits of zone seconds.
+
+Method: Karvonen 1957 supports reserve zones only; interval credit is an internal ESTIMATE rule. Reproduce with `dart run tool/reproduce_outputs.dart`.
+
+### Compute circadian variance with centered moments
+
+IS and IV may move in their last digits. Batch circular profile sums and first-winner tie selection are unchanged on the rebased head. Chunked merges can reorder profile sums and move near-tie L5/M10 start epochs; that stream-specific behavior belongs with the aggregators.
+
+Method: Witting 1990; van Someren 1999; Welford 1962 centered variance. Reproduce with `dart run tool/reproduce_outputs.dart`.
+
+### Compute HRV moments without subtracting a large mean
+
+Use origin-shifted moments for NN levels and five-minute bins, and centered lag co-moments for ACF. Last digits and decisions within rounding of jitter gates can change. Existing respiratory-line exemptions, coverage gates and absent-value rules remain.
+
+Method: Task Force 1996; Welford 1962 centered sums and products. Reproduce with `dart run tool/reproduce_outputs.dart`.
+

CONTRIBUTING.md

@@ -68,7 +68,14 @@ There is **one** sleep source (`segmentSleep`) and **one** headline readiness
 
 ## Tests
 
+On Linux, `nix develop` supplies the pinned Flutter 3.41.6 / Dart 3.11.4
+toolchain used by Edge, plus Git, Clang, CMake, Ninja, and pkg-config.
+The interactive shell enters an FHS environment for native build tools.
+For a command without an interactive shell, use `nix develop -c dart test`;
+`nix develop -c analytics-fhs <command>` also supplies the FHS environment.
+
 ```bash
+nix develop
 dart pub get
 dart analyze
 dart test