feat(analysis): bind CWC within/between slopes to an analysis-run profile - #372
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…file Operators can request the existing psychometric_core Enders–Tofighi CWC composition as longitudinal_cwc_v1. Rows unavailable at the request cutoff are excluded; the digest-bound tepp.longitudinal_cwc.v1 artifact records within, between, and contextual slopes and refuses causal promotion. Not a new ESEM/DSEM estimator, not a Driver p.16 std restore, and not persistence.
📝 WalkthroughWalkthrough
Changes종단 CWC 실행
Estimated code review effort: 3 (Moderate) | ~25 minutes Sequence Diagram(s)sequenceDiagram
participant Request
participant Executor
participant PsychometricCore
participant Artifact
participant TerminalResult
Request->>Executor: 실행 요청과 cutoff 전달
Executor->>Executor: 적격 행 필터링 및 계약 검증
Executor->>PsychometricCore: CWC 기울기 복원
PsychometricCore-->>Executor: within, between, contextual 기울기
Executor->>Artifact: 기울기와 실행 메타데이터 기록
Artifact-->>Executor: SHA-256 digest 반환
Executor->>TerminalResult: digest 기반 아티팩트 ID와 상태 기록
Merge Risk: 🟡 Moderate · up to This PR adds a public longitudinal CWC result profile, but it can currently accept an internally inconsistent contextual slope and produce a valid-looking result with incorrect statistics. Independently supplied score rows also require explicit provenance enforcement to prevent cross-tenant or cross-snapshot misattribution, so merge should wait for these bounded correctness and trust-boundary risks to be addressed or explicitly accepted. 🚥 Pre-merge checks | ✅ 4 | ❌ 1❌ Failed checks (1 warning)
✅ Passed checks (4 passed)
Full details: Docstring CoverageExplanation Docstring coverage is 57.14% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 28 functions across 3 files. (6 skipped: 6 unsupported.)
✨ Finishing Touches📝 Generate docstrings
🧪 Generate unit tests (beta)
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Inline comments:
In `@crates/analysis_engine/src/longitudinal_cwc_artifact.rs`:
- Line 167: Update the validation around contextual_effect in the artifact
validation logic to require contextual_effect equals between_slope minus
within_slope, in addition to the existing finiteness checks. Add a test using
finite but inconsistent slope and contextual-effect values to verify the
tampered artifact is rejected.
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📒 Files selected for processing (9)
CHANGELOG.mdcrates/analysis_engine/Cargo.tomlcrates/analysis_engine/src/lib.rscrates/analysis_engine/src/longitudinal_cwc_artifact.rscrates/analysis_engine/tests/longitudinal_cwc_execution_contract.rsdocs/TRACEABILITY.mddocs/adr/0033-longitudinal-cwc-analysis-run.mddocs/adr/README.mddocs/doctoring/longitudinal-cwc-analysis-run.md
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Fresh scientific/DDD review after #600/#601 identified a distinct measurement-lineage gap now tracked as #602.
This comment does not claim a #602 source repair on current |
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Current-head handoff after #602 owner resolution: this Draft must also preserve the Measurement → Longitudinal Modeling provenance prerequisite before it can be superseded or integrated. Canonical owner is Psychometrics Commons. Owner issue #448 now has Draft PR #449 exact When #449 (or a verified successor) passes exact-head acceptance, independent review, normal merge and immutable release, this #372 lane or its verified #416 successor must add a TEPP RED that holds run/evidence/snapshot/cutoff/cluster/numeric bits/availability fixed while changing only the predictor or outcome released coordinate authority; the digest-bound artifact/terminal identity must change. Predictor and outcome authorities are separate because one scoring contract may emit multiple constructs. Missing/malformed/unsupported/mutable/unreleased authority must fail closed through a released-contract ACL. No Psychometrics Commons source copy or cross-service SQL is allowed. Accordingly the surviving handoff set is now #592/#593/#595/#596/#597/#599/#600/#601/#602 plus #501 scientific acceptance and the independent fast-mlsirm release path. The PR body predates this new owner resolution; this comment is the newer #602 authority until body currentization can be done without dropping the existing lineage. |
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Fresh CWC review found one additional Evidence-boundary prerequisite: #603.
Canonical owner path is existing Evidence Draft #527 ( Do not merge or close #372 without verified inheritance of #603 alongside #592/#593/#595/#596/#597/#599/#600/#601/#602 and #501. |
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Fresh scientific/DDD finding: #604 now owns a separate structural-admission gap that is not covered by #592/#600/#602/#603. At exact #372 head Therefore a multiple-membership population can currently be silently collapsed before the Analysis boundary and still produce a valid digest-bound artifact. #600 hashes the collapse faithfully; it does not make that collapse scientifically authorized. This can change within/between/contextual decomposition and is an atomistic/wrong-level risk. Do not mutate this queued #372 head merely to add a caller-authored version string. #604 requires a public RED through a TEPP-owned Membership/Longitudinal ACL: hold evidence/source/cutoff/Measurement coordinates fixed, vary an additional simultaneous valid membership/weight, and prove Any successor of #372 must therefore preserve #604 alongside #592/#593/#595/#596/#597/#599/#600/#601/#602/#603. #501 remains the later realistic recovery owner; #604 is necessary structural admission, not scientific acceptance by itself. |
#604 owner-path updateMembership-side prerequisite is now Draft #605 on protected
Do not copy this mutable branch into #372. After #605 exact-head acceptance + independent review + ordinary protected-main landing, the surviving Analysis/Longitudinal vehicle must add the #604 RED/ACL and derive the v1 cluster mapping from owner-admitted |
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Current Membership/Longitudinal handoff for the surviving #372 vehicle:
This comment adds no mutable dependency and changes no #372 source. #604/#605/#606 must survive any consolidation or successor handoff. |
Consolidation status
longitudinal_cwc_v1/tepp.longitudinal_cwc.v1remains a Draft Analysis Run composition overpsychometric_core::recover_cluster_mean_within_between_slopes. It is not a second CWC estimator, DSEM/RI-CLPM, or causal-identification engine.The child is stacked on surviving Analysis Run vehicle #416 exact
03f8de2ed0a0fb842d2022d411814e440df7cfb4. Current exact child head is47b6a6c85c69983bd843d8bb6d19001cfd3629d8, ahead 49 / behind 0, with eleven changed files. The stack was reconciled ordinary-forward; no force update or destructive rebase was used. SharedCHANGELOG.md, canonicaldocs/TRACEABILITY.md, anddocs/adr/README.mdcontinue to inherit #416 unchanged here and remain #435 documentation-owner surfaces.Surviving scientific / temporal integrity lineage
#592 — evidence identity / pseudo-replication
Cutoff-visible evidence carries bounded opaque
evidence_id; duplicate visible identity fails closed before composition, while numerically equal rows with distinct identities remain distinct evidence. Future-unavailable duplicate rows remain outside the historical population.Key lineage: RED
e66a90f3c6be7c04ecc9a310baf955b16dbd6f76; implementation138be1fb8ad3ae47a18d7e05645d2ca2830cd341; leakage-safe REDbb8cb21ac40fc9f1a2d86612e8cbaaac5ccecb67; cutoff-visible repair6b07a4eafa3c009e36299aeca6e87a5b45201d56.#593 — future-only artifact leakage
A future-unavailable row cannot alter an earlier digest-bound artifact or terminal result. Public
excluded_after_cutoff_countwas removed rather than emitting future corpus existence into a historical result.RED
35a8f082b87c0f4e9fdd6e41f6f5fee4cd3f601b; causal repair28509b74a7949fcfc8b40f479b7cbabdc76b89d1.#595 — cutoff-before-snapshot provenance
Availability admission precedes snapshot and evidence-identity admission. A cutoff-visible foreign-snapshot row fails closed; a future-only foreign-snapshot row cannot change the earlier replay.
RED
0ea8f6573d8519762e3ef9038ec4c4892c8e3a8b; repair07360220cf8e7018107b271dc8e6e2c2f49b0c58.#596 — finite-binary64 permutation RED
Public consumer RED
2a05f4d38f5136d32ab0170249dd3c47cf95949eproves pathological row enumeration can change cluster means under the current naive finite-binary64 owner. TEPP does not repair this by sorting estimator rows or adding a local Kahan/Neumaier fork. The reusable owner remains fast-mlsirm #1816, consumable only after protected integration and immutable release offast_mlsirm.binary64_mean@1.0.0or its released successor.#597 — lockfile integrity
5a5a2201b341bdc8c62cc23f0a2f62fc4dbe9c36is retained as a public build RED because an intended one-line lock dependency sync also changed unrelated registry checksums. Ordinary-forward repair456f0a30f4dcaae10bc01bf902e83f75154d3dfbrestores inherited #416 checksums/final newline while retaining onlyanalysis_engine.dependencies += "psychometric_core". Compare against #416 keepsCargo.lockat exactly +1 / -0. #597 remains open pending exact-head locked Cargo/package verification.#599 — impossible all-singleton success artifact
RED
91377deed6fec2907ba34a33dd8bc122f58f3aa5exposed thatrow_count == cluster_countcould pass standalone artifact validation even though the one-cluster-per-row CWC profile must have zero within-predictor variance when every cluster is a singleton. Repair5e61f7df1d8fc16c93ce75af05e92e2046988c94requirescluster_count < row_count; cleanupc40d306327309dee20d988b5d6699e0c3e706925keeps the net delta minimal. This is necessary structural validity, not proof of nonsingularity or scientific acceptance.#600 — exact admitted-evidence commitment
The prior artifact validated visible evidence identity but dropped that identity and its numeric/provenance payload before the digest-bound result. Two different admitted populations could therefore share the same artifact SHA whenever run/snapshot/cutoff, counts, and slopes matched.
da1a846901f54f8500a30ae4a4988289da170916changes one cutoff-visible opaque evidence identity while holding coordinates, counts, and recovered slopes equal and requires the artifact/terminal result digest to change;625a3a4562dbdb3527e3377eabb9231fc374f1b9adds executor-ownedadmitted_evidence_sha256, computed after availability/snapshot/duplicate admission and before scientific composition from a versioned domain-separated binary encoding of row count, evidence/snapshot IDs, cluster key, exact predictor/outcomef64bits, and canonical availability time;676173fac5568f6147d560233aca5c1b9203da8dadds standalone lowercase-64hex validation;d2159307ec8e289fb5c5850c09c05bd668c6429eproves a numerically benign row permutation leaves the full result unchanged; canonical ordering is used only for provenance hashing, not for the estimator;988679869a8241ec5a7f932ee9fd1bf3df77dd42keeps the digest helper slice-bounded under strict Clippy policy.admitted_evidence_sha256is a source-text-free content/provenance commitment. It does not attest an upstream mapping implementation, construct validity, or #501 scientific recovery.#601 — canonical knowledge-cutoff identity
Artifact validation previously accepted any RFC3339 text that parsed to a
KnowledgeCutoff, even thoughto_json()andsha256()describe a canonical digest-bound artifact. Thus2026-08-01T00:00:00Zand2026-08-01T09:00:00+09:00could represent the same instant while producing different valid artifact bytes/digests.a5a039e4001e01d1d089e14c6c548d6d5ea60842requires canonical UTC to remain valid and the equivalent offset spelling to fail closed;6c06c0de11d565f09e4cdba48834165f4518e909parses once throughKnowledgeCutoffand requires the artifact text to equalKnowledgeCutoff::to_rfc3339();fe7a2821b2504841dd7696935198defd93148d4edistinguishes semantic request-cutoff equality from one canonical digest-bound wire representation;47b6a6c85c69983bd843d8bb6d19001cfd3629d8traces the repair and keeps ADR 0033Proposed.No CWC arithmetic, #596 numerical RED, admitted-evidence digest encoding, or availability/snapshot admission ordering changed.
#602 — released measurement-coordinate authority
#600 commits the exact cutoff-visible evidence bytes and numeric coordinates, but it does not identify the versioned measurement procedure that gave predictor/outcome coordinates their meaning. Fresh owner-path review resolved the canonical product owner as
ContextualWisdomLab/psychometrics-commons: one scoring contract can emit multiple construct observations, so a single scoring-version label is insufficient. CWC must ultimately bind separate predictor and outcome coordinate authorities, each including exact construct identity plus released measurement/scoring provenance.Psychometrics Commons #448 owns the immutable-release requirement. Draft owner PR #449 currently provides a participant/source-text-free
MeasurementCoordinateProvenancesource contract and canonical decoder/encoder, but a mutable PR head is development evidence only. TEPP must not copy those structs, query the owner database, or add a mutable dependency. The eventual TEPP RED must hold run/evidence/snapshot/cutoff/cluster/numeric bits/availability fixed, vary only predictor or outcome released coordinate authority, and require the digest-bound artifact/terminal identity to change. Missing, malformed, unsupported, mutable, or unreleased authority must fail closed before promotion.#602 therefore remains intentionally without a production repair until the owner contract passes exact-head gates, lands on protected Psychometrics Commons main, and is published as immutable release authority. A provenance pointer/fingerprint is traceability evidence only; it is not construct-validity, invariance, calibration, fairness, or intended-use evidence.
#603 — owner-issued source snapshot and availability authority
#595 makes the Analysis-side order leakage-safe and #600 commits the exact values presented to Analysis, but the current public
LongitudinalClusterScore::newstill accepts caller-providedevidence_id,snapshot_id, predictor/outcome coordinates andAvailableTime. A caller can therefore present a source that actually became available after the historical cutoff with an earlier caller-selectedAvailableTime; the resulting digest faithfully commits the forged clock but does not authenticate Evidence issuance or prevent backdating.Issue #603 assigns this source/clock authority to the Evidence bounded context, distinct from #602 Measurement meaning. Evidence Draft #527 exact
82d43a8d398863df3c2ec6facd858883f367f1b5ownsSourceArtifact,SourceObservation,SourceAvailability, andSourceSnapshotReceiptV1: owner-minted artifact/observation/availability/receipt identities, immutable source-content SHA-256, logical snapshot identity, and distinct owner-controlledSystemTime/AvailableTimewithAvailableTime >= SystemTime. Arbitrary JSON remains validated-but-untrusted wire and is not owner authentication.#603 intentionally has no production repair on this branch while #527 is mutable, stacked behind foundation #538, lacks exact-head acceptance/review, and is not in an immutable compatible release. The eventual public RED must hold the numeric row fixed while the owner receipt has
AvailableTime > KnowledgeCutoffand a caller alias claims an earlier availability; the Analysis/Evidence ACL must use the owner receipt clock and fail closed before numerical admission. Positive coverage must prove snapshot/source-content binding, future-only non-leakage, and result identity drift on source receipt/content drift. Source-lineage provenance remains distinct from #600 admitted-numeric commitment and #602 Measurement authority.Scientific acceptance boundary
Issue #501 still owns commercial recovery acceptance: repeated true-parameter within/between/contextual recovery, RMSE/bias with Monte Carlo uncertainty, attempted/recovered/failed denominators, cluster-size/signal/noise variation, unequal follow-up/time-varying availability, and leakage-safe rolling-origin evidence. #592/#593/#595/#597/#599/#600/#601/#602/#603 are integrity/traceability prerequisites; #596 remains an intentionally unresolved numerical RED. None substitute for #501.
ADR 0033 and branch doctoring remain
Proposed. Canonical TRACEABILITY/product-gap currentization remains #435-owned and must preserve all unrelated rows while folding #592/#593/#595/#596/#597/#599/#600/#601/#602/#603 and the fast-mlsirm, Psychometrics Commons, and Evidence released-contract chains.Exact-head gate
Exact
47b6a6c85c69983bd843d8bb6d19001cfd3629d8has source-level RED→repair→decision-record lineage but not hosted GREEN. Before integration the unchanged surviving head still requires applicable Rust/rustdoc/locked-package/security/CodeQL/Semgrep, owned authored line/branch/edge evidence, resolved review threads, and qualifying independent current-head approval. #596 remains RED until the immutable released numerical owner is consumed; #602 remains blocked from production repair until immutable released measurement-coordinate authority exists; #603 remains blocked from production repair until immutable released Evidence source-snapshot/availability authority exists; #501 remains open scientific acceptance.No force push, destructive rebase, self-approval, skip/xfail, coverage-denominator manipulation, scanner suppression, blind/no-op rerun, mutable dependency consumption, tuple-identity heuristic, numerical sorting workaround, local summation fork, tolerance weakening, future-only output metadata, foreign source copy, cross-service SQL, or predecessor-evidence transfer is authorized.