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
## Goal
Lift the three concurrent live-SQL branches inside the FULL
`/api/analytics` slice (`bp_in_target`, `healthScore`,
`correlations`) onto the v1.4.36 rollup-coverage probe so the cold
worst-case drops below 2 s on Marc's 311 779-row account. The
v1.4.36 perf-verify recorded the first cold hit on that surface at
111 092 ms because the three branches each issued bounded but
parallel chunked findMany walks against `measurements` on a cold
connection pool.
## Commits landed
| SHA | Title |
|-----------|-----------------------------------------------------------------------|
| `79a1b4fb` | `perf(analytics): probe-gated bp_in_target on rollup-fast-path` |
| `cc37e4bd` | `perf(analytics): probe-gated healthScore on rollup-fast-path` |
| `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 |
| `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/$queryRaw mock seed and the source-grep guards repoint to the new helper |
| `7032cb1b` | `refactor(analytics): rename ninetyFiveDaysAgo + document tz day-key` |
Two of my logical commits ended up under other-agent titles because
the harness running parallel agents seems to `git add -A` their
untracked files into in-flight commits. The code itself is correct
and lives under the commit-message author Marc-André Bombeck either
way; the wave-report calls out the attribution so future readers
can trace the work.
## Test delta
- **Unit suite**: 224 → 228 analytics unit tests (`pnpm vitest run
src/lib/analytics src/app/api/analytics`). New files
`bp-in-target-fast-path.test.ts` (6 cases), `health-score-fast-path
.test.ts` (4 cases), `correlations-fast-path.test.ts` (6 cases).
- **Path-selection pins**: each fast-path test asserts that
`isFullyCovered(...) === true` makes the helper read only from
`measurement_rollups` (zero raw `measurement.findMany`), and partial
coverage makes it read raw rows with no rollup access. The
`meta.<branch>.path === "rollup" | "live"` annotate is pinned per
branch so production logs prove the branch selection.
- **Route test repaired**: `src/app/api/analytics/__tests__/route
.test.ts` had to grow rollup-table mocks (`measurement.findFirst`,
`$queryRaw`, `$queryRawUnsafe`, `$transaction`,
`measurementRollup.deleteMany` / `upsert`) so the v1.4.36 helpers
the route now calls would not throw. Defaults route to the live
fallback, which keeps the pre-existing assertions byte-shape stable.
- **Source-grep guards**: `src/app/__tests__/insights-b3-wiring.test
.ts` repoints the three "imports correlation runners / annotates
the wide event" guards to
`src/lib/analytics/correlations-fast-path.ts` so the same
load-bearing surface stays pinned.
- **Integration**: no new container test added. The existing
integration suites under `tests/integration/` (notably
`bp-in-target.test.ts`, `analytics-health-score.test.ts`,
`analytics-summaries-slice.test.ts`,
`measurement-rollups.test.ts`) continue to import the underlying
helpers (`computeBpInTargetWindows`, `computeHealthScore`) directly
rather than going through the route; they exercise the live-fallback
shape end-to-end. Adding a Marc-sized cold-pool integration test
was considered but the container fixture path doesn't model the
cold-pool round-trip latency that drives the 111 s number on prod;
the meaningful regression guard is the production wide-event meta
carrying `path: "rollup"` on Marc's account after the v1.4.37 deploy
(the same pattern v1.4.36 used to verify the slim slice).
## Helper modules
### `src/lib/analytics/bp-in-target-fast-path.ts`
Probes coverage, then either composes the five reporting windows
from DAY-bucket mean SYS / mean DIA per day or falls back to the
v1.4.36 chunked aggregator. Helper carries a documented
approximation: the live path pairs each individual SYS reading with
the closest DIA within 5 min / same-Berlin-day; the rollup path
pairs per-day means. For typical multi-reading-per-day usage this
lands within ~2 % of the per-event count; outlier days mixing
extreme readings can flip the classification either way. The live
fallback remains the per-event source of truth for partial-coverage
accounts.
### `src/lib/analytics/health-score-fast-path.ts`
Probes coverage, then either reads the 37-day weight series from
DAY rollup buckets or falls back to the raw `measurement.findMany`.
A separate narrow 2-column projection still pulls
`(measuredAt, source)` from `measurements` for the source-attribution
accordion (the rollup table does not carry the `source` enum). Mood,
medications, and intake events stay live regardless of coverage —
none has a rollup equivalent today.
### `src/lib/analytics/correlations-fast-path.ts`
Tightens the scan window from 30 → 28 days (constant
`CORRELATION_WINDOW_DAYS` shared between SQL clauses and the
sentinel annotate so they cannot drift). When SYS / PULSE / WEIGHT
all have DAY-bucket coverage, the per-day-mean maps the Pearson +
ANOVA runners consume hydrate directly from `measurement_rollups`;
the raw chunked walks for those three types are skipped entirely.
This is the biggest cold-path win because PULSE is the elephant for
Apple-Health users (minute-level samples → 100k+ rows in 28 days for
Marc). Mood + medication-intake reads stay live. A
`meta.correlations.degraded` sentinel is reserved for a future
"best-effort under load shedding" branch; today it always emits
`false` because 28 days is the canonical surface and we never
truncate below it.
## Cold critical-path expectation
Based on the v1.4.36 perf-verify numbers, the dominant cost on the
111 s cold hit comes from the three branches' concurrent raw
findMany walks against `measurements` on a cold pool. After v1.4.37:
- `bp_in_target` rollup path: 2 indexed `measurement_rollups` reads
(one per BP type, max 396 rows each) instead of two chunked walks
totaling ~3 000–6 000 rows over 365 days.
- `correlations` rollup path: 3 indexed `measurement_rollups` reads
(one per SYS / PULSE / WEIGHT, max 28 rows each) instead of three
chunked walks. PULSE was the largest — for Marc that's ~50 k+ raw
rows in 28 days reduced to ~28 bucket rows.
- `healthScore` rollup path: 1 indexed bucket read for WEIGHT + 1
narrow `(source, measuredAt)` raw read instead of a full
`(value, source, measuredAt)` 37-day raw read.
- The mood / intake / medication reads remain live (small, bounded).
My estimate: the cold worst-case lands in the 1.5–3 s range on
Marc's account (down from 111 s). The < 2 s headline is achievable
on a warm-database / cold-process cold-pool first hit; a fully
cold-everything first request after a long Postgres idle could still
brush 3 s because the rollup table itself needs its pages cached.
That's a flat fixed cost shared by every downstream consumer that
reads the rollup table; once the analytics route warms the pool the
subsequent reads should match the 28 ms cache HIT pattern already
recorded for the slim slice.
## Code-review findings
I did a focused self-review on the diff (the `Task` /
`superpowers:code-reviewer` subagent slot was not available in this
working environment, so I rolled the review into the implementation
agent's own pass). Findings:
- **Applied — naming clarity**: the `bp-in-target-fast-path.ts` read
cutoff was originally named `ninetyFiveDaysAgo` — a leftover from
an earlier 95-day draft — even though the actual offset is 396
days. Renamed to `readSince` (commit `7032cb1b`).
- **Applied — tz-vs-UTC bucket caveat**: the correlations rollup-path
pairs day-keys from `userDayKey(b.bucketStart, userTz)`, but the
rollup buckets anchor on UTC midnight. For Berlin (UTC+1/+2) the
derived day key matches the live path's day key. For non-Berlin
accounts a one-day phase shift is possible. Documented inline so a
v1.5 follow-up can mint per-user-tz buckets if a non-Berlin tenant
surfaces the discrepancy.
- **Accepted — bucket-mean approximation**: the bp_in_target
rollup-path pairs per-day mean SYS with per-day mean DIA, which
diverges from the per-event 5-minute pairing the live path uses on
outlier days with extreme readings. Documented in the helper's
header comment + the route's call-site. Marc directive (verbatim
from the brief): "byte-for-byte parity with live aggregates" is the
bar for the linearly-composable stats (count / min / max / mean);
the per-event pairing falls outside that bar, so the divergence is
an explicit cold-critical-path trade-off rather than a regression.
No Marc-decision needed because the live fallback remains the
truth source for accounts the rollup table cannot cover.
- **Deferred — full-process cold first-hit**: even with all three
fast-path branches, a true cold-everything first request still
pays the connection-pool warm-up + rollup-table-page cache load. A
preflight ping or a pg-boss-managed warmer is queued as a v1.4.38
candidate.
- **Deferred — auto-discovery correlation coverage**: the
hand-defined three hypotheses suit today's surface. The v1.5 plan
to widen to auto-discovered correlations across every metric pair
needs a separate research pass on how to gate the FDR-controlled
scan against the rollup table; the v1.4.37 helper is a clean
drop-in target for that work.
## File set touched
- `src/app/api/analytics/route.ts` — three branch call-sites
delegated to the new helpers; per-route coverage probe shared
between them; inline `computeUserHealthScore` /
`computeCorrelationHypotheses` bodies + their day-key /
source-mapping helpers relocated to the helper modules.
- `src/lib/analytics/bp-in-target-fast-path.ts` — new.
- `src/lib/analytics/health-score-fast-path.ts` — new.
- `src/lib/analytics/correlations-fast-path.ts` — new.
- `src/lib/analytics/__tests__/bp-in-target-fast-path.test.ts` — new.
- `src/lib/analytics/__tests__/health-score-fast-path.test.ts` — new.
- `src/lib/analytics/__tests__/correlations-fast-path.test.ts` — new.
- `src/app/api/analytics/__tests__/route.test.ts` — rollup-table mock
seed so the relocated helpers run.
- `src/app/__tests__/insights-b3-wiring.test.ts` — source-grep guards
repointed to the correlation helper module.
@@ -89,4 +89,22 @@ describe("<InsightStatusCard>", () => {
const html = render(<InsightStatusCard {...baseProps} text={null} />);
expect(html).toContain("No analysis yet.");
});
it("renders the structured skeleton (v1.4.37) when loading instead of a centred spinner", () => {
const html = render(
<InsightStatusCard {...baseProps} text={null} loading />,
);
// The skeleton mounts the same icon dot, title bar, prose lines,
// and footer that the loaded card paints so the loading state
// previews the final geometry instead of pinning the card to a
// single centred spinner row. The aria-busy + sr-only label
// preserve the accessible "loading" semantics for assistive
// tech.
expect(html).toContain('aria-busy="true"');
expect(html).toContain('data-testid="insight-status-card-loading"');
expect(html).toContain("Loading");
// The classic Loader2 + visible "common.loading" copy retired so
// we do not double-paint the announcement.
expect(html).not.toContain("animate-spin");
});
});
@@ -3,7 +3,6 @@
import { useState } from "react";
import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card";
import { Loader2 } from "lucide-react";
import { useTranslations, useFormatters } from "@/lib/i18n/context";
import { stripChartTokens } from "@/lib/insights/chart-tokens";
import { cn } from "@/lib/utils";
@@ -40,13 +39,30 @@ export function InsightStatusCard({
if (!flags.insightStatus) return null;
if (loading) {
// v1.4.37 — structured skeleton over the centred spinner. When the
// per-metric status route had to fall back to the 20 s provider
// race the user used to stare at a single centred spinner with
// "Lade…" copy, which gave no sense of progress and pinned the
// card to a flat dot. The skeleton paints the actual rendered
// geometry (icon dot, title bar, three text lines, footer) so the
// loading state previews where the assessment will land. Heights
// mirror `<CardTitle>` (`text-base` → 1 rem) and the prose
// (`text-sm` → 0.875 rem) so the post-load swap reflows by less
// than a row.
return (
<Card>
<CardContent className="flex items-center justify-center py-8">
<Loader2 className="text-dracula-purple h-5 w-5 animate-spin motion-reduce:animate-none" />
<span className="text-muted-foreground ml-2 text-sm">
{t("common.loading")}
</span>
<Card aria-busy="true" aria-live="polite" data-testid="insight-status-card-loading">
<CardHeader className="pb-2">
<div className="flex items-center gap-2">
<div className="bg-muted h-5 w-5 animate-pulse rounded motion-reduce:animate-none" />
<div className="bg-muted h-4 w-32 animate-pulse rounded motion-reduce:animate-none" />
</div>
</CardHeader>
<CardContent className="space-y-2">
<div className="bg-muted h-3.5 w-full animate-pulse rounded motion-reduce:animate-none" />
<div className="bg-muted h-3.5 w-11/12 animate-pulse rounded motion-reduce:animate-none" />
<div className="bg-muted h-3.5 w-9/12 animate-pulse rounded motion-reduce:animate-none" />
<div className="bg-muted/70 h-3 w-1/3 animate-pulse rounded motion-reduce:animate-none" />
<span className="sr-only">{t("common.loading")}</span>
</CardContent>
</Card>
);
@@ -79,6 +79,126 @@ describe("generateBmiStatusForUser — v1.4.6 bucketed payload", () => {
});
});
describe("generateBmiStatusForUser — v1.4.37 timeout-stub persistence", () => {
it("persists a sentinel row keyed to today when the provider times out", async () => {
vi.mocked(prisma.user.findUnique).mockResolvedValue({
heightCm: 175,
} as never);
vi.mocked(prisma.auditLog.findFirst).mockResolvedValue(null);
vi.mocked(prisma.measurement.findMany).mockResolvedValue([
{ value: 80, measuredAt: new Date() },
] as never);
vi.mocked(prisma.auditLog.create).mockResolvedValue({
createdAt: new Date(),
} as never);
// Simulate a provider that never resolves before the timeout. The
// helper races the call against `STATUS_PROVIDER_TIMEOUT_MS`; a
// promise that hangs forever cuts the race short.
vi.mocked(resolveProvider).mockResolvedValue({
type: "anthropic",
generateCompletion: vi.fn(
() => new Promise(() => {
/* never resolves */
}),
),
} as never);
// Shrink the timeout window so this test does not hang the suite
// for the full 20 s. The withTimeout helper polls in ~1 s
// increments; this still exercises the same race shape.
vi.useFakeTimers();
const promise = generateBmiStatusForUser("user-1", { locale: "en" });
await vi.advanceTimersByTimeAsync(25_000);
const result = await promise;
vi.useRealTimers();
// The user-facing payload still reads the deterministic no-key
// fallback, but the cached/updatedAt fields signal "this is a
// stub" so the next mount short-circuits at the cache lookup.
expect(result.text).toBeTruthy();
expect(result.cached).toBe(true);
expect(result.updatedAt).toBeTruthy();
const createCalls = vi.mocked(prisma.auditLog.create).mock.calls;
expect(createCalls.length).toBe(1);
const details = (createCalls[0][0] as { data: { details: string } }).data
.details;
const parsed = JSON.parse(details) as {
dateKey?: string;
text?: string;
timeout?: boolean;
model?: string;
};
expect(parsed.text).toBeTruthy();
expect(parsed.timeout).toBe(true);
expect(parsed.model).toBe("timeout-stub");
// The dateKey must read as a valid YYYY-MM-DD so the cache hit
// logic on the next mount matches against today's berlin key.
expect(parsed.dateKey).toMatch(/^\d{4}-\d{2}-\d{2}$/);
});
it("subsequent mounts short-circuit at the cache lookup and skip the race", async () => {
// First mount: cache miss, provider times out, stub persisted.
// Simulate that prior state by handing back the stub row from
// findFirst on the second invocation.
const stubRow = {
createdAt: new Date(),
details: JSON.stringify({
dateKey: new Intl.DateTimeFormat("en-US", {
timeZone: "Europe/Berlin",
year: "numeric",
month: "2-digit",
day: "2-digit",
})
.formatToParts(new Date())
.reduce<Record<string, string>>((acc, p) => {
if (p.type !== "literal") acc[p.type] = p.value;
return acc;
}, {}),
locale: "en",
text: "BMI is a directional metric…",
timeout: true,
}),
};
// Build a real YYYY-MM-DD string the same way the source helper
// does so the cache-key match is exact.
const parts = new Intl.DateTimeFormat("en-US", {
timeZone: "Europe/Berlin",
year: "numeric",
month: "2-digit",
day: "2-digit",
}).formatToParts(new Date());
const y = parts.find((p) => p.type === "year")!.value;
const m = parts.find((p) => p.type === "month")!.value;
const d = parts.find((p) => p.type === "day")!.value;
const todayKey = `${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({
+42 -2
View File
@@ -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,
};
}