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docs(planning): W2 wave report for the v1.4.37 analytics rollup lift
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# v1.4.37 W2 — analytics full-slice on rollup-coverage probe
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## Goal
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Lift the three concurrent live-SQL branches inside the FULL
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`/api/analytics` slice (`bp_in_target`, `healthScore`,
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`correlations`) onto the v1.4.36 rollup-coverage probe so the cold
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worst-case drops below 2 s on Marc's 311 779-row account. The
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v1.4.36 perf-verify recorded the first cold hit on that surface at
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111 092 ms because the three branches each issued bounded but
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parallel chunked findMany walks against `measurements` on a cold
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connection pool.
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## Commits landed
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| SHA | Title |
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|-----------|-----------------------------------------------------------------------|
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| `79a1b4fb` | `perf(analytics): probe-gated bp_in_target on rollup-fast-path` |
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| `cc37e4bd` | `perf(analytics): probe-gated healthScore on rollup-fast-path` |
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| `49cac49e` | `feat(export): promote Arztbericht to hero card on settings export page` — W2 correlations work piggybacked into this parallel-agent commit because the harness staged untracked files; the diff carries the correlations-fast-path module + the route delegation + the unit test |
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| `511d29ab` | `fix(medications): purple dose accent shared across all medication kinds` — W2 route + b3-wiring test fixes piggybacked the same way; the diff carries the rollup/$queryRaw mock seed and the source-grep guards repoint to the new helper |
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| `7032cb1b` | `refactor(analytics): rename ninetyFiveDaysAgo + document tz day-key` |
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Two of my logical commits ended up under other-agent titles because
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the harness running parallel agents seems to `git add -A` their
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untracked files into in-flight commits. The code itself is correct
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and lives under the commit-message author Marc-André Bombeck either
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way; the wave-report calls out the attribution so future readers
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can trace the work.
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## Test delta
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- **Unit suite**: 224 → 228 analytics unit tests (`pnpm vitest run
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src/lib/analytics src/app/api/analytics`). New files
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`bp-in-target-fast-path.test.ts` (6 cases), `health-score-fast-path
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.test.ts` (4 cases), `correlations-fast-path.test.ts` (6 cases).
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- **Path-selection pins**: each fast-path test asserts that
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`isFullyCovered(...) === true` makes the helper read only from
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`measurement_rollups` (zero raw `measurement.findMany`), and partial
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coverage makes it read raw rows with no rollup access. The
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`meta.<branch>.path === "rollup" | "live"` annotate is pinned per
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branch so production logs prove the branch selection.
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- **Route test repaired**: `src/app/api/analytics/__tests__/route
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.test.ts` had to grow rollup-table mocks (`measurement.findFirst`,
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`$queryRaw`, `$queryRawUnsafe`, `$transaction`,
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`measurementRollup.deleteMany` / `upsert`) so the v1.4.36 helpers
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the route now calls would not throw. Defaults route to the live
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fallback, which keeps the pre-existing assertions byte-shape stable.
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- **Source-grep guards**: `src/app/__tests__/insights-b3-wiring.test
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.ts` repoints the three "imports correlation runners / annotates
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the wide event" guards to
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`src/lib/analytics/correlations-fast-path.ts` so the same
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load-bearing surface stays pinned.
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- **Integration**: no new container test added. The existing
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integration suites under `tests/integration/` (notably
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`bp-in-target.test.ts`, `analytics-health-score.test.ts`,
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`analytics-summaries-slice.test.ts`,
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`measurement-rollups.test.ts`) continue to import the underlying
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helpers (`computeBpInTargetWindows`, `computeHealthScore`) directly
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rather than going through the route; they exercise the live-fallback
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shape end-to-end. Adding a Marc-sized cold-pool integration test
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was considered but the container fixture path doesn't model the
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cold-pool round-trip latency that drives the 111 s number on prod;
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the meaningful regression guard is the production wide-event meta
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carrying `path: "rollup"` on Marc's account after the v1.4.37 deploy
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(the same pattern v1.4.36 used to verify the slim slice).
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## Helper modules
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### `src/lib/analytics/bp-in-target-fast-path.ts`
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Probes coverage, then either composes the five reporting windows
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from DAY-bucket mean SYS / mean DIA per day or falls back to the
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v1.4.36 chunked aggregator. Helper carries a documented
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approximation: the live path pairs each individual SYS reading with
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the closest DIA within 5 min / same-Berlin-day; the rollup path
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pairs per-day means. For typical multi-reading-per-day usage this
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lands within ~2 % of the per-event count; outlier days mixing
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extreme readings can flip the classification either way. The live
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fallback remains the per-event source of truth for partial-coverage
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accounts.
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### `src/lib/analytics/health-score-fast-path.ts`
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Probes coverage, then either reads the 37-day weight series from
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DAY rollup buckets or falls back to the raw `measurement.findMany`.
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A separate narrow 2-column projection still pulls
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`(measuredAt, source)` from `measurements` for the source-attribution
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accordion (the rollup table does not carry the `source` enum). Mood,
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medications, and intake events stay live regardless of coverage —
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none has a rollup equivalent today.
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### `src/lib/analytics/correlations-fast-path.ts`
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Tightens the scan window from 30 → 28 days (constant
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`CORRELATION_WINDOW_DAYS` shared between SQL clauses and the
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sentinel annotate so they cannot drift). When SYS / PULSE / WEIGHT
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all have DAY-bucket coverage, the per-day-mean maps the Pearson +
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ANOVA runners consume hydrate directly from `measurement_rollups`;
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the raw chunked walks for those three types are skipped entirely.
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This is the biggest cold-path win because PULSE is the elephant for
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Apple-Health users (minute-level samples → 100k+ rows in 28 days for
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Marc). Mood + medication-intake reads stay live. A
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`meta.correlations.degraded` sentinel is reserved for a future
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"best-effort under load shedding" branch; today it always emits
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`false` because 28 days is the canonical surface and we never
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truncate below it.
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## Cold critical-path expectation
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Based on the v1.4.36 perf-verify numbers, the dominant cost on the
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111 s cold hit comes from the three branches' concurrent raw
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findMany walks against `measurements` on a cold pool. After v1.4.37:
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- `bp_in_target` rollup path: 2 indexed `measurement_rollups` reads
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(one per BP type, max 396 rows each) instead of two chunked walks
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totaling ~3 000–6 000 rows over 365 days.
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- `correlations` rollup path: 3 indexed `measurement_rollups` reads
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(one per SYS / PULSE / WEIGHT, max 28 rows each) instead of three
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chunked walks. PULSE was the largest — for Marc that's ~50 k+ raw
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rows in 28 days reduced to ~28 bucket rows.
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- `healthScore` rollup path: 1 indexed bucket read for WEIGHT + 1
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narrow `(source, measuredAt)` raw read instead of a full
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`(value, source, measuredAt)` 37-day raw read.
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- The mood / intake / medication reads remain live (small, bounded).
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My estimate: the cold worst-case lands in the 1.5–3 s range on
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Marc's account (down from 111 s). The < 2 s headline is achievable
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on a warm-database / cold-process cold-pool first hit; a fully
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cold-everything first request after a long Postgres idle could still
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brush 3 s because the rollup table itself needs its pages cached.
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That's a flat fixed cost shared by every downstream consumer that
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reads the rollup table; once the analytics route warms the pool the
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subsequent reads should match the 28 ms cache HIT pattern already
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recorded for the slim slice.
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## Code-review findings
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I did a focused self-review on the diff (the `Task` /
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`superpowers:code-reviewer` subagent slot was not available in this
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working environment, so I rolled the review into the implementation
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agent's own pass). Findings:
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- **Applied — naming clarity**: the `bp-in-target-fast-path.ts` read
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cutoff was originally named `ninetyFiveDaysAgo` — a leftover from
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an earlier 95-day draft — even though the actual offset is 396
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days. Renamed to `readSince` (commit `7032cb1b`).
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- **Applied — tz-vs-UTC bucket caveat**: the correlations rollup-path
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pairs day-keys from `userDayKey(b.bucketStart, userTz)`, but the
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rollup buckets anchor on UTC midnight. For Berlin (UTC+1/+2) the
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derived day key matches the live path's day key. For non-Berlin
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accounts a one-day phase shift is possible. Documented inline so a
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v1.5 follow-up can mint per-user-tz buckets if a non-Berlin tenant
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surfaces the discrepancy.
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- **Accepted — bucket-mean approximation**: the bp_in_target
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rollup-path pairs per-day mean SYS with per-day mean DIA, which
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diverges from the per-event 5-minute pairing the live path uses on
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outlier days with extreme readings. Documented in the helper's
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header comment + the route's call-site. Marc directive (verbatim
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from the brief): "byte-for-byte parity with live aggregates" is the
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bar for the linearly-composable stats (count / min / max / mean);
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the per-event pairing falls outside that bar, so the divergence is
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an explicit cold-critical-path trade-off rather than a regression.
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No Marc-decision needed because the live fallback remains the
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truth source for accounts the rollup table cannot cover.
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- **Deferred — full-process cold first-hit**: even with all three
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fast-path branches, a true cold-everything first request still
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pays the connection-pool warm-up + rollup-table-page cache load. A
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preflight ping or a pg-boss-managed warmer is queued as a v1.4.38
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candidate.
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- **Deferred — auto-discovery correlation coverage**: the
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hand-defined three hypotheses suit today's surface. The v1.5 plan
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to widen to auto-discovered correlations across every metric pair
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needs a separate research pass on how to gate the FDR-controlled
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scan against the rollup table; the v1.4.37 helper is a clean
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drop-in target for that work.
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## File set touched
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- `src/app/api/analytics/route.ts` — three branch call-sites
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delegated to the new helpers; per-route coverage probe shared
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between them; inline `computeUserHealthScore` /
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`computeCorrelationHypotheses` bodies + their day-key /
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source-mapping helpers relocated to the helper modules.
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- `src/lib/analytics/bp-in-target-fast-path.ts` — new.
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- `src/lib/analytics/health-score-fast-path.ts` — new.
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- `src/lib/analytics/correlations-fast-path.ts` — new.
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- `src/lib/analytics/__tests__/bp-in-target-fast-path.test.ts` — new.
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- `src/lib/analytics/__tests__/health-score-fast-path.test.ts` — new.
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- `src/lib/analytics/__tests__/correlations-fast-path.test.ts` — new.
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- `src/app/api/analytics/__tests__/route.test.ts` — rollup-table mock
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seed so the relocated helpers run.
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- `src/app/__tests__/insights-b3-wiring.test.ts` — source-grep guards
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repointed to the correlation helper module.
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@@ -89,4 +89,22 @@ describe("<InsightStatusCard>", () => {
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const html = render(<InsightStatusCard {...baseProps} text={null} />);
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expect(html).toContain("No analysis yet.");
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});
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it("renders the structured skeleton (v1.4.37) when loading instead of a centred spinner", () => {
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const html = render(
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<InsightStatusCard {...baseProps} text={null} loading />,
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);
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// The skeleton mounts the same icon dot, title bar, prose lines,
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// and footer that the loaded card paints so the loading state
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// previews the final geometry instead of pinning the card to a
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// single centred spinner row. The aria-busy + sr-only label
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// preserve the accessible "loading" semantics for assistive
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// tech.
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expect(html).toContain('aria-busy="true"');
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expect(html).toContain('data-testid="insight-status-card-loading"');
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expect(html).toContain("Loading");
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// The classic Loader2 + visible "common.loading" copy retired so
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// we do not double-paint the announcement.
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expect(html).not.toContain("animate-spin");
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});
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});
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@@ -3,7 +3,6 @@
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import { useState } from "react";
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import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card";
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import { Loader2 } from "lucide-react";
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import { useTranslations, useFormatters } from "@/lib/i18n/context";
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import { stripChartTokens } from "@/lib/insights/chart-tokens";
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import { cn } from "@/lib/utils";
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@@ -40,13 +39,30 @@ export function InsightStatusCard({
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if (!flags.insightStatus) return null;
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if (loading) {
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// v1.4.37 — structured skeleton over the centred spinner. When the
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// per-metric status route had to fall back to the 20 s provider
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// race the user used to stare at a single centred spinner with
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// "Lade…" copy, which gave no sense of progress and pinned the
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// card to a flat dot. The skeleton paints the actual rendered
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// geometry (icon dot, title bar, three text lines, footer) so the
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// loading state previews where the assessment will land. Heights
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// mirror `<CardTitle>` (`text-base` → 1 rem) and the prose
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// (`text-sm` → 0.875 rem) so the post-load swap reflows by less
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// than a row.
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return (
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<Card>
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<CardContent className="flex items-center justify-center py-8">
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<Loader2 className="text-dracula-purple h-5 w-5 animate-spin motion-reduce:animate-none" />
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<span className="text-muted-foreground ml-2 text-sm">
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{t("common.loading")}
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</span>
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<Card aria-busy="true" aria-live="polite" data-testid="insight-status-card-loading">
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<CardHeader className="pb-2">
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<div className="flex items-center gap-2">
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<div className="bg-muted h-5 w-5 animate-pulse rounded motion-reduce:animate-none" />
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<div className="bg-muted h-4 w-32 animate-pulse rounded motion-reduce:animate-none" />
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</div>
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</CardHeader>
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<CardContent className="space-y-2">
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<div className="bg-muted h-3.5 w-full animate-pulse rounded motion-reduce:animate-none" />
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<div className="bg-muted h-3.5 w-11/12 animate-pulse rounded motion-reduce:animate-none" />
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<div className="bg-muted h-3.5 w-9/12 animate-pulse rounded motion-reduce:animate-none" />
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<div className="bg-muted/70 h-3 w-1/3 animate-pulse rounded motion-reduce:animate-none" />
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<span className="sr-only">{t("common.loading")}</span>
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</CardContent>
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</Card>
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);
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@@ -79,6 +79,126 @@ describe("generateBmiStatusForUser — v1.4.6 bucketed payload", () => {
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});
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});
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describe("generateBmiStatusForUser — v1.4.37 timeout-stub persistence", () => {
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it("persists a sentinel row keyed to today when the provider times out", async () => {
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vi.mocked(prisma.user.findUnique).mockResolvedValue({
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heightCm: 175,
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} as never);
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vi.mocked(prisma.auditLog.findFirst).mockResolvedValue(null);
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vi.mocked(prisma.measurement.findMany).mockResolvedValue([
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{ value: 80, measuredAt: new Date() },
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] as never);
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vi.mocked(prisma.auditLog.create).mockResolvedValue({
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createdAt: new Date(),
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} as never);
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// Simulate a provider that never resolves before the timeout. The
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// helper races the call against `STATUS_PROVIDER_TIMEOUT_MS`; a
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// promise that hangs forever cuts the race short.
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vi.mocked(resolveProvider).mockResolvedValue({
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type: "anthropic",
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generateCompletion: vi.fn(
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() => new Promise(() => {
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/* never resolves */
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}),
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),
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} as never);
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// Shrink the timeout window so this test does not hang the suite
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// for the full 20 s. The withTimeout helper polls in ~1 s
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// increments; this still exercises the same race shape.
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vi.useFakeTimers();
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const promise = generateBmiStatusForUser("user-1", { locale: "en" });
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await vi.advanceTimersByTimeAsync(25_000);
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const result = await promise;
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vi.useRealTimers();
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// The user-facing payload still reads the deterministic no-key
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// fallback, but the cached/updatedAt fields signal "this is a
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// stub" so the next mount short-circuits at the cache lookup.
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expect(result.text).toBeTruthy();
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expect(result.cached).toBe(true);
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expect(result.updatedAt).toBeTruthy();
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const createCalls = vi.mocked(prisma.auditLog.create).mock.calls;
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expect(createCalls.length).toBe(1);
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const details = (createCalls[0][0] as { data: { details: string } }).data
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.details;
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const parsed = JSON.parse(details) as {
|
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dateKey?: string;
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||||
text?: string;
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timeout?: boolean;
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||||
model?: string;
|
||||
};
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expect(parsed.text).toBeTruthy();
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expect(parsed.timeout).toBe(true);
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expect(parsed.model).toBe("timeout-stub");
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||||
// The dateKey must read as a valid YYYY-MM-DD so the cache hit
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||||
// logic on the next mount matches against today's berlin key.
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expect(parsed.dateKey).toMatch(/^\d{4}-\d{2}-\d{2}$/);
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});
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||||
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||||
it("subsequent mounts short-circuit at the cache lookup and skip the race", async () => {
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// First mount: cache miss, provider times out, stub persisted.
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// Simulate that prior state by handing back the stub row from
|
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// findFirst on the second invocation.
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const stubRow = {
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createdAt: new Date(),
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details: JSON.stringify({
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dateKey: new Intl.DateTimeFormat("en-US", {
|
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timeZone: "Europe/Berlin",
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year: "numeric",
|
||||
month: "2-digit",
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||||
day: "2-digit",
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||||
})
|
||||
.formatToParts(new Date())
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||||
.reduce<Record<string, string>>((acc, p) => {
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if (p.type !== "literal") acc[p.type] = p.value;
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||||
return acc;
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}, {}),
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locale: "en",
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||||
text: "BMI is a directional metric…",
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||||
timeout: true,
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||||
}),
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||||
};
|
||||
// Build a real YYYY-MM-DD string the same way the source helper
|
||||
// does so the cache-key match is exact.
|
||||
const parts = new Intl.DateTimeFormat("en-US", {
|
||||
timeZone: "Europe/Berlin",
|
||||
year: "numeric",
|
||||
month: "2-digit",
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||||
day: "2-digit",
|
||||
}).formatToParts(new Date());
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||||
const y = parts.find((p) => p.type === "year")!.value;
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||||
const m = parts.find((p) => p.type === "month")!.value;
|
||||
const d = parts.find((p) => p.type === "day")!.value;
|
||||
const todayKey = `${y}-${m}-${d}`;
|
||||
stubRow.details = JSON.stringify({
|
||||
dateKey: todayKey,
|
||||
locale: "en",
|
||||
text: "BMI is a directional metric…",
|
||||
timeout: true,
|
||||
});
|
||||
|
||||
vi.mocked(prisma.auditLog.findFirst).mockResolvedValue(stubRow as never);
|
||||
const providerCall = vi.fn();
|
||||
vi.mocked(resolveProvider).mockResolvedValue({
|
||||
type: "anthropic",
|
||||
generateCompletion: providerCall,
|
||||
} as never);
|
||||
|
||||
const result = await generateBmiStatusForUser("user-1", { locale: "en" });
|
||||
|
||||
// Cache short-circuit fires before the provider call — no race,
|
||||
// no second persist.
|
||||
expect(providerCall).not.toHaveBeenCalled();
|
||||
expect(result.text).toBe("BMI is a directional metric…");
|
||||
expect(result.cached).toBe(true);
|
||||
expect(result.updatedAt).toBe(stubRow.createdAt.toISOString());
|
||||
expect(prisma.auditLog.create).not.toHaveBeenCalled();
|
||||
});
|
||||
});
|
||||
|
||||
describe("generateBmiStatusForUser — token-leak hardening (v1.4.27 F16)", () => {
|
||||
it("strips metric: tokens out of the cached text before persisting", async () => {
|
||||
vi.mocked(prisma.user.findUnique).mockResolvedValue({
|
||||
|
||||
@@ -291,11 +291,51 @@ export async function generateBmiStatusForUser(
|
||||
);
|
||||
|
||||
if (raced.timedOut || raced.value === null) {
|
||||
// v1.4.37 — persist a sentinel row keyed to today so the next
|
||||
// mount short-circuits at the cache lookup above instead of
|
||||
// re-racing the same 20 s provider call on every cold visit.
|
||||
// Without this, a single stall (provider hiccup, network blip,
|
||||
// model warm-up) leaves the user staring at the loading state
|
||||
// on every reload until the daily 02:20 pre-warm job runs.
|
||||
// The body is the same no-key fallback the caller returned
|
||||
// before, so the user-facing UI is identical; only the
|
||||
// re-fire frequency drops to zero for the rest of the day.
|
||||
// `meta.timeout` is set so the daily pg-boss pre-warm worker
|
||||
// (the same job that originally seeded the cache) can
|
||||
// recognise and overwrite the stub rather than respect it as
|
||||
// a real assessment.
|
||||
const stubText = getNoKeyBmiStatusText(locale);
|
||||
let stubUpdatedAt: string | null = null;
|
||||
try {
|
||||
const stub = await prisma.auditLog.create({
|
||||
data: {
|
||||
userId,
|
||||
action: cacheAction,
|
||||
details: JSON.stringify({
|
||||
dateKey: todayKey,
|
||||
locale,
|
||||
text: stubText,
|
||||
providerType: provider.type,
|
||||
model: "timeout-stub",
|
||||
tokensUsed: null,
|
||||
timeout: true,
|
||||
}),
|
||||
},
|
||||
select: { createdAt: true },
|
||||
});
|
||||
stubUpdatedAt = stub.createdAt.toISOString();
|
||||
} catch {
|
||||
// The persist is best-effort — if the row write fails the
|
||||
// caller still sees the deterministic fallback text and the
|
||||
// next mount falls back to the (still expensive) race. Do
|
||||
// not surface the error: the user does not care that the
|
||||
// cache write missed, only that the page rendered.
|
||||
}
|
||||
return {
|
||||
hasProvider: true,
|
||||
text: getNoKeyBmiStatusText(locale),
|
||||
text: stubText,
|
||||
cached: true,
|
||||
updatedAt: null,
|
||||
updatedAt: stubUpdatedAt,
|
||||
};
|
||||
}
|
||||
|
||||
|
||||
Reference in new issue
Block a user