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Render daily medication-compliance rate and illness symptom-severity as first-class series in the FDR discovery engine, so the adherence-dip → symptom-flare link (and compliance → vital drift) can finally surface. Compliance pools every active medication's dose-history ledger into a per-day taken/(taken+missed) rate, re-keyed to the user's display timezone. Symptom severity reads the illness day-log functional impact, zero-filling healthy days only across real episode spans so a user with no episodes yields an empty series rather than a constant. Both flow through the existing n >= 20, BH-FDR, effect-size, and shrinkage gates unchanged; a sparse series degrades to absent. Each channel forms its own metric family (no self-lag tautology) and keeps the association-not-causation framing. Add discoveryMeasurementTypes() so every caller drops the non-measurement channels before a Prisma type filter.
592 lines
23 KiB
TypeScript
592 lines
23 KiB
TypeScript
import type { MeasurementType } from "@/generated/prisma/client";
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import { prisma } from "@/lib/db";
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import {
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hasUsableStatusProvider,
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statusConsentBlocksGeneration,
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} from "@/lib/insights/status-provider";
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import {
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enqueueStatusGeneration,
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type InsightStatusScope,
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} from "@/lib/jobs/insight-status-generate-shared";
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import { hashInsightSnapshot } from "@/lib/insights/snapshot-hash";
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import {
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discoveryMeasurementTypes,
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DISCOVERY_BEHAVIOURS,
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DISCOVERY_OUTCOMES,
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} from "@/lib/insights/correlation-discovery";
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import { annotate } from "@/lib/logging/context";
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/**
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* v1.18.11 (P6-tighten) — the measurement types the FDR correlation-discovery
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* matrix scans (`correlation-discovery.ts`). A status card whose prompt folds
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* the surviving cross-metric correlations (`getRelevantCorrelationsForMetric`)
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* can have a NEW correlation surface purely because one of these channels
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* gained paired data — with no change to the card's own metric rows. The input
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* gate must therefore fingerprint these channels too, or a freshly discovered
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* relation would be silently skipped for the day. `MOOD` is mood-entry backed
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* (folded separately via `includeMood`), so it is excluded from the
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* measurement-type set here.
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*
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* v1.21.0 (FDREXTEND) — `MEDICATION_COMPLIANCE` (dose-history ledger) and
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* `SYMPTOM_SEVERITY` (illness day-log) are likewise NON-measurement channels;
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* `discoveryMeasurementTypes` excludes them too, or the `type IN (...)` groupBy
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* below would try to cast a non-enum string to `MeasurementType` and error.
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* Their own data changes still flip a card's gate through their source models —
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* they simply do not belong in the measurement fingerprint set.
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*/
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const CORRELATION_CHANNEL_TYPES: readonly MeasurementType[] =
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discoveryMeasurementTypes([
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...DISCOVERY_BEHAVIOURS,
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...DISCOVERY_OUTCOMES,
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]) as MeasurementType[];
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/**
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* Shared cache-read for the seven `*-status.ts` insight generators.
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*
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* Every generator persists its assessment as an `auditLog` row keyed
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* `insights.<metric>-status.<locale>` whose `details` JSON carries
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* `{ dateKey, locale, text, providerType, model, tokensUsed }`. On the
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* next mount the generator reads the most recent such row and, if it is
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* still for today, serves it without re-hitting the provider.
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*
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* The timeout fallback used to poison this read. When a provider call
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* exceeded the status budget the route persisted a `model:"timeout-stub"`
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* / `timeout:true` row carrying the generic no-key text under the SAME
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* `text` field a real assessment uses. The cache-read only checked
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* `dateKey === today && text` — so the stub looked like a valid
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* assessment and stuck until midnight, hiding the real data-driven text
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* for the rest of the day.
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*
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* `readFreshStatusText` is the one cache-read every standard generator
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* shares. It rejects stubs explicitly so a single stall no longer pins
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* the fallback for the day, and a fresh generation is attempted instead.
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*/
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/**
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* The single source of truth for the per-status cache-action shape.
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*
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* Every per-metric assessment is persisted as an `auditLog` row whose
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* `action` is `insights.<scope>-status.<locale>`. The shape IS the cache
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* key, so building it by hand in multiple places risks the same silent
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* drift the queryKey factory guards against on the client. `statusCacheAction`
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* is the one builder.
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*/
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export function statusCacheAction(scope: string, locale: string): string {
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return `insights.${scope}-status.${locale}`;
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}
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interface ParsedStatusCache {
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dateKey?: string;
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locale?: string;
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text?: string;
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summary?: string;
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providerType?: string;
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model?: string;
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tokensUsed?: number | null;
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timeout?: boolean;
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/** v1.8.3 — ISO timestamp before which a timeout stub suppresses re-enqueue. */
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retryAt?: string;
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/** v1.16.8 — fingerprint of the data snapshot the text was generated from. */
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snapshotHash?: string;
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/** v1.18.11 (P6) — cheap fingerprint of the salient inputs (count + newest). */
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inputHash?: string;
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}
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/**
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* A cached row is a timeout stub when it carries the sentinel marker the
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* timeout path writes. Either flag is sufficient — older stub rows may
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* predate one of the two markers, so both are honoured.
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*/
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export function isTimeoutStub(parsed: {
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model?: string;
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timeout?: boolean;
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}): boolean {
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return parsed.model === "timeout-stub" || parsed.timeout === true;
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}
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export interface FreshStatusCacheHit {
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text: string;
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updatedAt: string;
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}
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/**
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* Read the latest cached assessment for `(userId, cacheAction)` and
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* return its text only when it is (a) for today and (b) NOT a timeout
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* stub. Returns `null` on a miss, a stale day, a stub, or a malformed
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* payload — every one of those means the caller should regenerate.
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*
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* `force` short-circuits to `null` so a forced regeneration never reads
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* the cache. The DB read is still skipped entirely under `force` to
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* keep the forced path cheap.
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*/
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export async function readFreshStatusText(args: {
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userId: string;
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cacheAction: string;
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todayKey: string;
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force: boolean;
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}): Promise<FreshStatusCacheHit | null> {
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const { userId, cacheAction, todayKey, force } = args;
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if (force) return null;
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const latestCache = await prisma.auditLog.findFirst({
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where: { userId, action: cacheAction },
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orderBy: { createdAt: "desc" },
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select: { createdAt: true, details: true },
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});
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if (!latestCache?.details) return null;
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try {
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const parsed = JSON.parse(latestCache.details) as ParsedStatusCache;
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if (parsed.dateKey !== todayKey) return null;
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if (isTimeoutStub(parsed)) return null;
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if (typeof parsed.text !== "string" || parsed.text.trim().length === 0) {
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return null;
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}
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return {
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text: parsed.text,
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updatedAt: latestCache.createdAt.toISOString(),
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};
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} catch {
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// Malformed cache payload — treat as a miss and regenerate.
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return null;
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}
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}
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/**
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* v1.16.8 — the content-hash regeneration gate for the per-status and
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* generic metric cards.
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*
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* A generator that has already gathered its data snapshot calls this
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* BEFORE the provider round-trip. When the latest cached assessment for
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* `(userId, cacheAction)` is a real (non-stub) text whose stored
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* `snapshotHash` equals the fresh snapshot's hash, nothing the prompt
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* sees has changed — so the gate re-persists the same text under
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* today's `dateKey` (a pure timestamp refresh that keeps the read path
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* and the ingest debounce satisfied) and returns it, and the caller
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* skips the LLM call entirely. Returns `null` on any miss (no prior
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* row, stub, empty text, missing or differing hash) — every one of
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* those means the caller should generate for real.
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*
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* This single gate is what turns the nightly warm, the forced warm, and
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* the ingest-driven regeneration into no-ops on unchanged data: each of
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* those paths forces past the same-day cache read, gathers the
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* snapshot, and lands here.
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*
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* Consent comes BEFORE the hash compare (mirroring the comprehensive
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* pipeline's consent-before-gate order): re-stamping a cached text
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* under today's `dateKey` presents it as a current AI assessment, so a
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* user who revoked the server-managed AI consent must not have old
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* text re-dated by an unchanged-data refresh. On a blocked consent the
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* gate misses, the generator proceeds to `runStatusCompletion`, and
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* that gate returns the no-key fallback without persisting anything.
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*/
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export async function refreshUnchangedStatusInsight(args: {
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userId: string;
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cacheAction: string;
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todayKey: string;
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snapshotHash: string;
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}): Promise<FreshStatusCacheHit | null> {
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if (await statusConsentBlocksGeneration(args.userId, "insights")) {
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annotate({
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action: { name: "insights.status.consent_required" },
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meta: { cache_action: args.cacheAction, gate: "unchanged-refresh" },
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});
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return null;
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}
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const latest = await prisma.auditLog.findFirst({
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where: { userId: args.userId, action: args.cacheAction },
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orderBy: { createdAt: "desc" },
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select: { details: true },
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});
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if (!latest?.details) return null;
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let parsed: ParsedStatusCache;
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try {
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parsed = JSON.parse(latest.details) as ParsedStatusCache;
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} catch {
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return null;
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}
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if (isTimeoutStub(parsed)) return null;
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if (typeof parsed.text !== "string" || parsed.text.trim().length === 0) {
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return null;
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}
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if (parsed.snapshotHash !== args.snapshotHash) return null;
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// Same data, valid text — refresh the cache row's day key so the
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// read path serves it as today's assessment and the ingest debounce
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// window restarts, without touching the provider.
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const created = await prisma.auditLog.create({
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data: {
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userId: args.userId,
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action: args.cacheAction,
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details: JSON.stringify({ ...parsed, dateKey: args.todayKey }),
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},
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select: { createdAt: true },
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});
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annotate({
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action: { name: "insights.status.skipped_unchanged" },
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meta: { cache_action: args.cacheAction },
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});
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return { text: parsed.text, updatedAt: created.createdAt.toISOString() };
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}
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/**
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* v1.18.11 (P6) — cheap input fingerprint for the slow-moving status
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* metrics (weight / BMI).
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*
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* The post-build content-hash gate (`refreshUnchangedStatusInsight`)
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* already skips the LLM on unchanged data, but it only runs AFTER the heavy
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* snapshot build (the bounded `findMany` + per-series rollup reads +
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* correlation math). For metrics that move on a weekly cadence that rebuild
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* is paid six days out of seven for nothing.
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*
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* This probe answers "did any salient input change since the cached
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* assessment?" with ONE grouped query — per salient type, the live row
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* `count` plus the newest `measuredAt`. A new or removed reading flips one
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* of those, which flips the hash; an idle day leaves it byte-identical. The
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* caller hashes the result and, on a match, skips the entire build. The
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* finer post-build snapshot gate stays in place for the cases this coarse
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* probe can't see (e.g. an in-place edit that keeps count + newest stamp).
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*/
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export async function computeStatusInputFingerprint(args: {
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userId: string;
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types: readonly MeasurementType[];
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/**
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* v1.18.11 (P6) — include the mood-entry table in the fingerprint. The
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* weight snapshot folds a mood-context block, so a mood change must flip
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* the input hash or the gate would skip a build whose prose could have
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* moved. Omit for metrics that don't read mood.
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*/
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includeMood?: boolean;
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/**
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* v1.18.11 (P6-tighten) — include the FDR correlation-discovery channels
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* (`CORRELATION_CHANNEL_TYPES`) in the fingerprint. A card that folds the
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* surviving cross-metric correlations (via `getRelevantCorrelationsForMetric`)
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* can surface a NEW relation purely because a discovery channel — steps,
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* sleep, HRV, glucose, daylight, … — gained paired data, with NO change to
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* the card's own metric rows. Without this the input gate would re-stamp the
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* stale assessment and the freshly discovered correlation would never reach
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* the prose. Cheap: it widens the SAME grouped query by the channel type set
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* (no extra round-trip). `includeMood` is honoured for the mood arm of the
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* discovery matrix as before. Set on any card whose prompt carries a
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* relations block (i.e. whose metric is a discovery channel).
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*/
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includeCorrelationChannels?: boolean;
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/**
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* v1.18.11 (P6) — extra non-measurement inputs the snapshot derives from
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* (e.g. BMI reads the profile `heightCm`). Folded into the hash so a
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* change to one of them flips the gate. Values must be JSON-stable.
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*/
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extra?: Record<string, string | number | null>;
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}): Promise<string> {
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// Widen the grouped query by the correlation-discovery channels when the
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// card folds a relations block, so a discovery-channel change flips the gate.
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// De-duplicate the union (a card's own type can also be a discovery channel)
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// so the `type IN (...)` list carries each type once.
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const groupTypes = args.includeCorrelationChannels
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? Array.from(new Set<string>([...args.types, ...CORRELATION_CHANNEL_TYPES]))
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: [...args.types];
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const [grouped, mood] = await Promise.all([
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prisma.measurement.groupBy({
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by: ["type"],
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where: {
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userId: args.userId,
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type: { in: groupTypes as MeasurementType[] },
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deletedAt: null,
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},
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_count: { _all: true },
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_max: { measuredAt: true },
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}),
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args.includeMood
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? prisma.moodEntry.aggregate({
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where: { userId: args.userId },
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_count: { _all: true },
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_max: { moodLoggedAt: true },
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})
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: Promise.resolve(null),
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]);
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// Deterministic shape regardless of group order: sort by type, project a
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// stable `{ type, count, newest }` triple. `hashInsightSnapshot` sorts keys
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// and collapses Date → ISO, so the hash is order- and clock-stable.
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const fingerprint = grouped
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.map((row) => ({
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type: row.type,
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count: row._count._all,
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newest: row._max.measuredAt ? row._max.measuredAt.toISOString() : null,
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}))
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.sort((a, b) => (a.type < b.type ? -1 : a.type > b.type ? 1 : 0));
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return hashInsightSnapshot({
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statusInput: fingerprint,
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...(mood
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? {
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mood: {
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count: mood._count._all,
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newest: mood._max.moodLoggedAt
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? mood._max.moodLoggedAt.toISOString()
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: null,
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},
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}
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: {}),
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...(args.extra ? { extra: args.extra } : {}),
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});
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}
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/**
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* v1.18.11 (P6) — the INPUT gate for slow-moving status metrics.
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*
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* Runs BEFORE the snapshot build. When the latest cached assessment is a
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* real (non-stub) text whose stored `inputHash` equals the freshly probed
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* one, nothing the prompt could see has changed, so the gate re-stamps that
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* text under today's `dateKey` and returns it — the caller then skips the
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* whole gather AND the provider call. Returns `null` on any miss (no prior
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* row, stub, empty text, missing or differing `inputHash`, or a forced
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* regeneration), in which case the caller proceeds to the normal build +
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* the finer post-build content-hash gate.
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*
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* Consent is checked first, mirroring `refreshUnchangedStatusInsight`:
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* re-dating a cached text presents it as current, so a user who revoked the
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* server-managed AI consent must never have stale text re-stamped by an
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* unchanged-input refresh.
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*/
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export async function gateUnchangedStatusInput(args: {
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userId: string;
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cacheAction: string;
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todayKey: string;
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inputHash: string;
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force: boolean;
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}): Promise<FreshStatusCacheHit | null> {
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if (args.force) return null;
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if (await statusConsentBlocksGeneration(args.userId, "insights")) {
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annotate({
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action: { name: "insights.status.consent_required" },
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meta: { cache_action: args.cacheAction, gate: "unchanged-input" },
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});
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return null;
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}
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const latest = await prisma.auditLog.findFirst({
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where: { userId: args.userId, action: args.cacheAction },
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orderBy: { createdAt: "desc" },
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select: { details: true },
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});
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if (!latest?.details) return null;
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let parsed: ParsedStatusCache;
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try {
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parsed = JSON.parse(latest.details) as ParsedStatusCache;
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} catch {
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return null;
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}
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if (isTimeoutStub(parsed)) return null;
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if (typeof parsed.text !== "string" || parsed.text.trim().length === 0) {
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return null;
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}
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if (!parsed.inputHash || parsed.inputHash !== args.inputHash) return null;
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// Same inputs, valid text — re-stamp the day key WITHOUT rebuilding the
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// snapshot or calling the provider. Preserve every field (incl. the prior
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// `snapshotHash` + `inputHash`) so the next day's gates still match.
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const created = await prisma.auditLog.create({
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data: {
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userId: args.userId,
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action: args.cacheAction,
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details: JSON.stringify({ ...parsed, dateKey: args.todayKey }),
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},
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select: { createdAt: true },
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});
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annotate({
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action: { name: "insights.status.skipped_unchanged" },
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meta: { cache_action: args.cacheAction, gate: "input" },
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});
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return { text: parsed.text, updatedAt: created.createdAt.toISOString() };
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}
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export interface LastGoodStatusHit {
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text: string;
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updatedAt: string;
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}
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/**
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* v1.8.7 — read the most recent NON-stub assessment for `(userId,
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* cacheAction)` regardless of which day it was generated. This is the
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* stale-while-revalidate source: when today's cache is a miss the
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* read-only path can still serve yesterday's (or older) good text
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* instantly while a fresh generation is warmed out of band, so opening a
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* category never drops to the "preparing" skeleton if an assessment was
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* ever produced. Returns `null` only when there is genuinely no prior
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* assessment (or every prior row is a timeout stub / malformed).
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*/
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export async function readLastGoodStatusText(args: {
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userId: string;
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cacheAction: string;
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}): Promise<LastGoodStatusHit | null> {
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const { userId, cacheAction } = args;
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const rows = await prisma.auditLog.findMany({
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where: { userId, action: cacheAction },
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orderBy: { createdAt: "desc" },
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take: 5,
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select: { createdAt: true, details: true },
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});
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for (const row of rows) {
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if (!row.details) continue;
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try {
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const parsed = JSON.parse(row.details) as ParsedStatusCache;
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if (isTimeoutStub(parsed)) continue;
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if (typeof parsed.text !== "string" || parsed.text.trim().length === 0) {
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continue;
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}
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return { text: parsed.text, updatedAt: row.createdAt.toISOString() };
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} catch {
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// Malformed payload — skip and look further back.
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continue;
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}
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}
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return null;
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}
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/**
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* Outcome of the read-only cache-miss resolution. The generators map this
|
|
* onto their public return shape:
|
|
* - `no-provider` → `{ hasProvider: false, text: <no-key fallback> }`
|
|
* - `preparing` → `{ hasProvider: true, text: <last-good|null>, preparing: true }`
|
|
*
|
|
* v1.8.7 — `preparing` now carries the last good assessment (if any) so
|
|
* the card renders the previous text immediately (stale-while-revalidate)
|
|
* instead of a skeleton while the worker re-warms the cache.
|
|
*
|
|
* v1.9.0 — `revalidating` is true only when last-good text is served AND a
|
|
* fresh generation was actually enqueued (the open-card refresh case). When
|
|
* the served text is terminal the card otherwise stops polling and never
|
|
* sees the freshly-warmed assessment until a remount; the flag keeps the
|
|
* bounded poll alive until the new row lands. It is false on the
|
|
* suppressed-stub branch (no enqueue, so nothing is in flight) and whenever
|
|
* there is no last-good text (that path already polls via `preparing`).
|
|
*/
|
|
export type ReadOnlyMissOutcome =
|
|
| { kind: "no-provider" }
|
|
// v1.16.13 — a provider IS configured, but it resolves via the operator's
|
|
// server-managed key and the user has no active consent receipt, so the
|
|
// generation gate (`assertConsentForChain` / `runStatusCompletion`) would
|
|
// serve the no-key fallback. Distinct from `no-provider` so the status DTO
|
|
// can render an honest "consent required" signal instead of conflating it
|
|
// with "no AI configured at all".
|
|
| { kind: "consent-missing" }
|
|
| {
|
|
kind: "preparing";
|
|
lastGood: LastGoodStatusHit | null;
|
|
revalidating: boolean;
|
|
};
|
|
|
|
/**
|
|
* v1.8.3 — resolve what a read-only status generation should return on a
|
|
* cache miss WITHOUT running the heavy SQL gather or the blocking LLM
|
|
* round-trip. This is the core of the holistic freeze fix: a navigation
|
|
* request must never await an uncapped provider call.
|
|
*
|
|
* On a miss the route either:
|
|
* - finds no usable provider → returns `no-provider` (the card shows the
|
|
* no-key fallback; nothing to generate), or
|
|
* - finds a provider → fire-and-forget enqueues a generation job and
|
|
* returns `preparing` (the card shows a preparing state and the client
|
|
* polls until the worker warms the cache).
|
|
*
|
|
* The provider probe is a cheap chain-resolve (no completion), so the GET
|
|
* stays sub-second even on a cold cache.
|
|
*/
|
|
export async function resolveReadOnlyStatusMiss(args: {
|
|
userId: string;
|
|
metric: InsightStatusScope;
|
|
locale: "de" | "en";
|
|
}): Promise<ReadOnlyMissOutcome> {
|
|
const hasProvider = await hasUsableStatusProvider(args.userId);
|
|
if (!hasProvider) return { kind: "no-provider" };
|
|
|
|
// v1.16.13 — a provider is configured but the server-managed consent gate
|
|
// would block egress (no active receipt for the surface). Surface this as
|
|
// a distinct outcome so the card renders an honest "consent required"
|
|
// signal rather than the generic no-key fallback. Enqueuing here would be
|
|
// wasted work — the generator's own gate would short-circuit to `none`.
|
|
if (await statusConsentBlocksGeneration(args.userId, "insights")) {
|
|
annotate({
|
|
action: { name: "insights.status.consent_required" },
|
|
meta: { metric: args.metric, read_only_miss: true },
|
|
});
|
|
return { kind: "consent-missing" };
|
|
}
|
|
|
|
const cacheAction = statusCacheAction(args.metric, args.locale);
|
|
|
|
// v1.8.7 — stale-while-revalidate. Surface the last good (non-stub)
|
|
// assessment for this scope so the card renders the previous text
|
|
// immediately instead of a skeleton while a refresh is warmed. Null when
|
|
// no assessment was ever produced — only then does the card show
|
|
// "preparing"/"no analysis yet".
|
|
const lastGood = await readLastGoodStatusText({
|
|
userId: args.userId,
|
|
cacheAction,
|
|
});
|
|
|
|
// v1.8.3 — honour the short-TTL negative cache. If the worker recently
|
|
// hit a provider stall it wrote a `retryAt` stub; re-enqueuing on every
|
|
// navigation while the provider is still degraded would be a storm. While
|
|
// the stub is fresh, stay in `preparing` without enqueuing; once it goes
|
|
// stale (or never existed) enqueue a fresh generation.
|
|
if (await hasFreshTimeoutStub({ userId: args.userId, cacheAction })) {
|
|
annotate({
|
|
action: { name: "insights.status.preparing" },
|
|
meta: { metric: args.metric, suppressed_enqueue: true },
|
|
});
|
|
// No enqueue on this branch — nothing is in flight, so the open card has
|
|
// nothing to revalidate against. It still polls via `preparing` when
|
|
// there is no last-good text to show.
|
|
return { kind: "preparing", lastGood, revalidating: false };
|
|
}
|
|
|
|
// Enqueue out of band — do NOT await an LLM here. The enqueue itself is
|
|
// best-effort and de-duped per (user, metric, locale).
|
|
await enqueueStatusGeneration({
|
|
userId: args.userId,
|
|
metric: args.metric,
|
|
locale: args.locale,
|
|
});
|
|
annotate({
|
|
action: { name: "insights.status.preparing" },
|
|
meta: { metric: args.metric, stale_served: lastGood !== null },
|
|
});
|
|
// A fresh generation is now in flight. When last-good text is served the
|
|
// payload is otherwise terminal (`preparing` is false), so the open card
|
|
// would stop polling and never pick up the warmed assessment. Signal
|
|
// `revalidating` so the bounded poll stays alive until the new row lands.
|
|
return { kind: "preparing", lastGood, revalidating: lastGood !== null };
|
|
}
|
|
|
|
/**
|
|
* True when the most recent cache row for `(userId, cacheAction)` is a
|
|
* timeout stub whose `retryAt` is still in the future. Used by the
|
|
* read-only resolver to suppress a re-enqueue storm while a provider is
|
|
* degraded. A stub without `retryAt` (legacy) is treated as stale so the
|
|
* resolver retries, matching the pre-v1.8.3 "transient miss" behaviour.
|
|
*/
|
|
async function hasFreshTimeoutStub(args: {
|
|
userId: string;
|
|
cacheAction: string;
|
|
}): Promise<boolean> {
|
|
const latest = await prisma.auditLog.findFirst({
|
|
where: { userId: args.userId, action: args.cacheAction },
|
|
orderBy: { createdAt: "desc" },
|
|
select: { details: true },
|
|
});
|
|
if (!latest?.details) return false;
|
|
try {
|
|
const parsed = JSON.parse(latest.details) as ParsedStatusCache;
|
|
if (!isTimeoutStub(parsed)) return false;
|
|
if (typeof parsed.retryAt !== "string") return false;
|
|
return new Date(parsed.retryAt).getTime() > Date.now();
|
|
} catch {
|
|
return false;
|
|
}
|
|
}
|