mirror of
https://github.com/MBombeck/HealthLog.git
synced 2026-11-10 05:12:14 +00:00
perf(insights): gate weight and BMI status on a cheap input fingerprint
Weight and BMI move on a weekly cadence, but the per-metric generators rebuilt the full snapshot (bounded findMany + per-series rollup reads + correlation math) every day and relied on the post-build content-hash gate to skip only the model call. Add an input gate that runs first: a single grouped probe over the salient inputs (per-type count + newest reading, plus mood for weight and the profile height for BMI) fingerprints what the snapshot would read. On a non-forced run whose fingerprint matches the cached row, the cached assessment is re-stamped under today's key and the whole build is skipped. A miss falls through to the normal build and the existing post-build gate. Consent is checked before any re-date so a revoked-consent user never has stale text presented as current. Forced runs never gate but still record a fresh fingerprint for the next day.
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@@ -4,7 +4,8 @@ vi.mock("@/lib/db", () => ({
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prisma: {
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user: { findUnique: vi.fn() },
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auditLog: { findFirst: vi.fn(), create: vi.fn() },
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measurement: { findMany: vi.fn() },
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// v1.18.11 (P6) — the input gate probes salient inputs via groupBy.
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measurement: { findMany: vi.fn(), groupBy: vi.fn() },
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measurementRollup: { findMany: vi.fn() },
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},
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}));
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@@ -50,6 +51,10 @@ beforeEach(() => {
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// Cold rollup tier: the BMI graded series scales the WEIGHT tier, which
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// folds from the full-history `measurement.findMany` fallback on a miss.
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vi.mocked(prisma.measurementRollup.findMany).mockResolvedValue([] as never);
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// v1.18.11 (P6) — input-gate probe default: empty groups so the fingerprint
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// is computed but, with no cached `inputHash`, the gate misses and fixtures
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// build normally. The forced fixtures skip the gate entirely.
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vi.mocked(prisma.measurement.groupBy).mockResolvedValue([] as never);
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});
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describe("generateBmiStatusForUser — graded payload", () => {
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@@ -16,10 +16,11 @@ vi.mock("@/lib/db", () => ({
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prisma: {
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user: { findUnique: vi.fn() },
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auditLog: { findFirst: vi.fn(), create: vi.fn() },
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measurement: { findMany: vi.fn() },
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// v1.18.11 (P6) — the slow-mover input gate probes salient inputs.
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measurement: { findMany: vi.fn(), groupBy: vi.fn() },
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measurementRollup: { findMany: vi.fn() },
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medicationIntakeEvent: { findMany: vi.fn() },
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moodEntry: { findMany: vi.fn() },
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moodEntry: { findMany: vi.fn(), aggregate: vi.fn() },
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},
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}));
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@@ -76,6 +77,13 @@ beforeEach(() => {
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[] as never,
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);
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vi.mocked(prisma.measurementRollup.findMany).mockResolvedValue([] as never);
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// v1.18.11 (P6) — input-gate probe: empty groups + zero mood so the gate
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// misses (no cached inputHash) and every fixture builds normally.
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vi.mocked(prisma.measurement.groupBy).mockResolvedValue([] as never);
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vi.mocked(prisma.moodEntry.aggregate).mockResolvedValue({
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_count: { _all: 0 },
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_max: { moodLoggedAt: null },
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} as never);
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vi.mocked(prisma.user.findUnique).mockResolvedValue({
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dateOfBirth: null,
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gender: null,
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@@ -3,6 +3,9 @@ import { describe, expect, it, vi, beforeEach } from "vitest";
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vi.mock("@/lib/db", () => ({
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prisma: {
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auditLog: { findFirst: vi.fn(), findMany: vi.fn(), create: vi.fn() },
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// v1.18.11 (P6) — the input gate / fingerprint probe salient inputs.
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measurement: { groupBy: vi.fn() },
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moodEntry: { aggregate: vi.fn() },
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},
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}));
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@@ -21,6 +24,8 @@ vi.mock("@/lib/jobs/insight-status-generate-shared", () => ({
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import { prisma } from "@/lib/db";
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import {
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computeStatusInputFingerprint,
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gateUnchangedStatusInput,
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isTimeoutStub,
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readFreshStatusText,
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refreshUnchangedStatusInsight,
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@@ -400,3 +405,177 @@ describe("refreshUnchangedStatusInsight (v1.16.8)", () => {
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expect(prisma.auditLog.create).not.toHaveBeenCalled();
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});
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});
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describe("computeStatusInputFingerprint (v1.18.11 P6)", () => {
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beforeEach(() => {
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statusConsentBlocksGeneration.mockResolvedValue(false);
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});
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it("is stable across group order and flips when a count or newest moves", async () => {
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const t0 = new Date("2026-05-30T08:00:00.000Z");
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vi.mocked(prisma.measurement.groupBy).mockResolvedValue([
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{ type: "WEIGHT", _count: { _all: 10 }, _max: { measuredAt: t0 } },
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{
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type: "BLOOD_PRESSURE_SYS",
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_count: { _all: 3 },
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_max: { measuredAt: t0 },
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},
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] as never);
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const a = await computeStatusInputFingerprint({
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userId: "u1",
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types: ["WEIGHT", "BLOOD_PRESSURE_SYS"],
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});
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// Same data, reversed group order → identical fingerprint.
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vi.mocked(prisma.measurement.groupBy).mockResolvedValue([
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{
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type: "BLOOD_PRESSURE_SYS",
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_count: { _all: 3 },
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_max: { measuredAt: t0 },
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},
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{ type: "WEIGHT", _count: { _all: 10 }, _max: { measuredAt: t0 } },
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] as never);
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const b = await computeStatusInputFingerprint({
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userId: "u1",
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types: ["WEIGHT", "BLOOD_PRESSURE_SYS"],
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});
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expect(b).toBe(a);
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// One more reading → count moves → fingerprint flips.
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vi.mocked(prisma.measurement.groupBy).mockResolvedValue([
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{ type: "WEIGHT", _count: { _all: 11 }, _max: { measuredAt: t0 } },
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{
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type: "BLOOD_PRESSURE_SYS",
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_count: { _all: 3 },
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_max: { measuredAt: t0 },
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},
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] as never);
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const c = await computeStatusInputFingerprint({
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userId: "u1",
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types: ["WEIGHT", "BLOOD_PRESSURE_SYS"],
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});
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expect(c).not.toBe(a);
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});
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it("folds mood and extra inputs into the hash when requested", async () => {
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vi.mocked(prisma.measurement.groupBy).mockResolvedValue([
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{
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type: "WEIGHT",
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_count: { _all: 5 },
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_max: { measuredAt: new Date("2026-05-30T08:00:00.000Z") },
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},
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] as never);
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vi.mocked(prisma.moodEntry.aggregate).mockResolvedValue({
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_count: { _all: 2 },
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_max: { moodLoggedAt: new Date("2026-05-29T20:00:00.000Z") },
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} as never);
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const withMood = await computeStatusInputFingerprint({
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userId: "u1",
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types: ["WEIGHT"],
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includeMood: true,
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});
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const heightChanged = await computeStatusInputFingerprint({
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userId: "u1",
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types: ["WEIGHT"],
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includeMood: true,
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extra: { heightCm: 180 },
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});
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expect(heightChanged).not.toBe(withMood);
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// moodEntry.aggregate is only queried when includeMood is set.
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await computeStatusInputFingerprint({ userId: "u1", types: ["WEIGHT"] });
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expect(prisma.moodEntry.aggregate).toHaveBeenCalledTimes(2);
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});
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});
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describe("gateUnchangedStatusInput (v1.18.11 P6)", () => {
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const INPUT = "b".repeat(64);
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beforeEach(() => {
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statusConsentBlocksGeneration.mockResolvedValue(false);
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});
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it("re-stamps the cached text and skips the build on a matching input hash", async () => {
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const created = new Date("2026-05-31T02:00:00.000Z");
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vi.mocked(prisma.auditLog.findFirst).mockResolvedValue(
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cacheRow({
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dateKey: "2026-05-30",
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text: "Stable weight.",
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model: "gpt-4o-mini",
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inputHash: INPUT,
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snapshotHash: "c".repeat(64),
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}) as never,
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);
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vi.mocked(prisma.auditLog.create).mockResolvedValue({
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createdAt: created,
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} as never);
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const hit = await gateUnchangedStatusInput({
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userId: "u1",
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cacheAction: "insights.weight-status.en",
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todayKey: TODAY,
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inputHash: INPUT,
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force: false,
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});
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expect(hit?.text).toBe("Stable weight.");
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const persisted = JSON.parse(
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(
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vi.mocked(prisma.auditLog.create).mock.calls[0][0] as {
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data: { details: string };
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}
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).data.details,
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) as { dateKey: string; inputHash: string; snapshotHash: string };
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expect(persisted.dateKey).toBe(TODAY);
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// The prior fingerprints are preserved so the next day's gates match.
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expect(persisted.inputHash).toBe(INPUT);
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expect(persisted.snapshotHash).toBe("c".repeat(64));
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});
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it("misses on a differing or missing input hash (caller builds)", async () => {
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vi.mocked(prisma.auditLog.findFirst).mockResolvedValue(
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cacheRow({
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dateKey: "2026-05-30",
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text: "Stable weight.",
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model: "gpt-4o-mini",
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// no inputHash on the row
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}) as never,
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);
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expect(
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await gateUnchangedStatusInput({
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userId: "u1",
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cacheAction: "insights.weight-status.en",
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todayKey: TODAY,
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inputHash: INPUT,
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force: false,
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}),
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).toBeNull();
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expect(prisma.auditLog.create).not.toHaveBeenCalled();
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});
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it("misses on a forced run without touching the cache", async () => {
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expect(
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await gateUnchangedStatusInput({
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userId: "u1",
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cacheAction: "insights.weight-status.en",
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todayKey: TODAY,
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inputHash: INPUT,
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force: true,
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}),
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).toBeNull();
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expect(prisma.auditLog.findFirst).not.toHaveBeenCalled();
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});
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it("misses when the server-managed consent gate would block (no stale re-date)", async () => {
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statusConsentBlocksGeneration.mockResolvedValue(true);
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expect(
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await gateUnchangedStatusInput({
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userId: "u1",
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cacheAction: "insights.weight-status.en",
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todayKey: TODAY,
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inputHash: INPUT,
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force: false,
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}),
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).toBeNull();
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expect(prisma.auditLog.create).not.toHaveBeenCalled();
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});
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});
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@@ -3,9 +3,11 @@ import { describe, expect, it, vi, beforeEach } from "vitest";
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vi.mock("@/lib/db", () => ({
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prisma: {
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auditLog: { findFirst: vi.fn(), create: vi.fn() },
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measurement: { findMany: vi.fn() },
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// v1.18.11 (P6) — the input gate probes salient inputs via groupBy +
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// moodEntry.aggregate before the heavy findMany build.
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measurement: { findMany: vi.fn(), groupBy: vi.fn() },
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measurementRollup: { findMany: vi.fn() },
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moodEntry: { findMany: vi.fn() },
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moodEntry: { findMany: vi.fn(), aggregate: vi.fn() },
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// v1.11.1 — the rollup readers lazy-load the user's
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// `sourcePriorityJson` via `loadUserSourcePriority`. `null` here →
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// default rank ladders.
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@@ -55,6 +57,15 @@ beforeEach(() => {
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vi.mocked(prisma.measurementRollup.findMany).mockResolvedValue([] as never);
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// v1.11.1 — null source-priority blob → default rank ladders.
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vi.mocked(prisma.user.findUnique).mockResolvedValue(null as never);
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// v1.18.11 (P6) — input-gate probe. Default to empty groups + zero mood so
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// the fingerprint is computed but, with no cached `inputHash`, the gate
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// misses and every fixture proceeds to its normal build. Tests that
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// exercise the gate set these explicitly.
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vi.mocked(prisma.measurement.groupBy).mockResolvedValue([] as never);
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vi.mocked(prisma.moodEntry.aggregate).mockResolvedValue({
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_count: { _all: 0 },
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_max: { moodLoggedAt: null },
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} as never);
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});
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describe("generateWeightStatusForUser — graded payload", () => {
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@@ -28,6 +28,8 @@ import {
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summarizeSeries,
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} from "@/lib/insights/status-shared";
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import {
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computeStatusInputFingerprint,
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gateUnchangedStatusInput,
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readFreshStatusText,
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refreshUnchangedStatusInsight,
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resolveReadOnlyStatusMiss,
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@@ -176,6 +178,38 @@ export async function prepareBmiStatusForUser(
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};
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}
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// v1.18.11 (P6) — input gate for this slow-moving metric. The snapshot
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// derives from WEIGHT rows and the profile heightCm; a cheap probe over
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// both fingerprints the inputs, so a non-forced unchanged week re-stamps
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// the cached assessment and skips the whole build (findMany + BMI series +
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// provider). A forced run never gates but still records a current
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// fingerprint for the next day's gate.
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const inputHash = await computeStatusInputFingerprint({
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userId,
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types: ["WEIGHT"],
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extra: { heightCm: user.heightCm },
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});
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if (!force) {
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const unchangedInput = await gateUnchangedStatusInput({
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userId,
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cacheAction,
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todayKey,
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inputHash,
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force,
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});
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if (unchangedInput) {
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return {
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phase: "served",
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result: {
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hasProvider: true,
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text: unchangedInput.text,
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cached: true,
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updatedAt: unchangedInput.updatedAt,
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},
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};
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}
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}
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// v1.4.28 FB-D2 — cap the snapshot input (weight runs at most once
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// per day for typical users; 365 covers a full year while the
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// downstream payload budget trims further).
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@@ -404,6 +438,8 @@ export async function prepareBmiStatusForUser(
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model: outcome.model,
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tokensUsed: outcome.tokensUsed,
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snapshotHash,
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// v1.18.11 (P6) — persist the input fingerprint for tomorrow's gate.
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inputHash,
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});
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return {
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hasProvider: true,
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@@ -1,3 +1,4 @@
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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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@@ -7,6 +8,7 @@ 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 { annotate } from "@/lib/logging/context";
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/**
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@@ -57,6 +59,8 @@ interface ParsedStatusCache {
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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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@@ -198,6 +202,157 @@ export async function refreshUnchangedStatusInsight(args: {
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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) — 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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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: [...args.types] },
|
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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
|
||||
// stable `{ type, count, newest }` triple. `hashInsightSnapshot` sorts keys
|
||||
// and collapses Date → ISO, so the hash is order- and clock-stable.
|
||||
const fingerprint = grouped
|
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.map((row) => ({
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type: row.type,
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count: row._count._all,
|
||||
newest: row._max.measuredAt ? row._max.measuredAt.toISOString() : null,
|
||||
}))
|
||||
.sort((a, b) => (a.type < b.type ? -1 : a.type > b.type ? 1 : 0));
|
||||
return hashInsightSnapshot({
|
||||
statusInput: fingerprint,
|
||||
...(mood
|
||||
? {
|
||||
mood: {
|
||||
count: mood._count._all,
|
||||
newest: mood._max.moodLoggedAt
|
||||
? mood._max.moodLoggedAt.toISOString()
|
||||
: null,
|
||||
},
|
||||
}
|
||||
: {}),
|
||||
...(args.extra ? { extra: args.extra } : {}),
|
||||
});
|
||||
}
|
||||
|
||||
/**
|
||||
* v1.18.11 (P6) — the INPUT gate for slow-moving status metrics.
|
||||
*
|
||||
* Runs BEFORE the snapshot build. When the latest cached assessment is a
|
||||
* real (non-stub) text whose stored `inputHash` equals the freshly probed
|
||||
* one, nothing the prompt could see has changed, so the gate re-stamps that
|
||||
* text under today's `dateKey` and returns it — the caller then skips the
|
||||
* whole gather AND the provider call. Returns `null` on any miss (no prior
|
||||
* row, stub, empty text, missing or differing `inputHash`, or a forced
|
||||
* regeneration), in which case the caller proceeds to the normal build +
|
||||
* the finer post-build content-hash gate.
|
||||
*
|
||||
* Consent is checked first, mirroring `refreshUnchangedStatusInsight`:
|
||||
* re-dating a cached text presents it as current, so a user who revoked the
|
||||
* server-managed AI consent must never have stale text re-stamped by an
|
||||
* unchanged-input refresh.
|
||||
*/
|
||||
export async function gateUnchangedStatusInput(args: {
|
||||
userId: string;
|
||||
cacheAction: string;
|
||||
todayKey: string;
|
||||
inputHash: string;
|
||||
force: boolean;
|
||||
}): Promise<FreshStatusCacheHit | null> {
|
||||
if (args.force) return null;
|
||||
|
||||
if (await statusConsentBlocksGeneration(args.userId, "insights")) {
|
||||
annotate({
|
||||
action: { name: "insights.status.consent_required" },
|
||||
meta: { cache_action: args.cacheAction, gate: "unchanged-input" },
|
||||
});
|
||||
return null;
|
||||
}
|
||||
|
||||
const latest = await prisma.auditLog.findFirst({
|
||||
where: { userId: args.userId, action: args.cacheAction },
|
||||
orderBy: { createdAt: "desc" },
|
||||
select: { details: true },
|
||||
});
|
||||
if (!latest?.details) return null;
|
||||
|
||||
let parsed: ParsedStatusCache;
|
||||
try {
|
||||
parsed = JSON.parse(latest.details) as ParsedStatusCache;
|
||||
} catch {
|
||||
return null;
|
||||
}
|
||||
if (isTimeoutStub(parsed)) return null;
|
||||
if (typeof parsed.text !== "string" || parsed.text.trim().length === 0) {
|
||||
return null;
|
||||
}
|
||||
if (!parsed.inputHash || parsed.inputHash !== args.inputHash) return null;
|
||||
|
||||
// Same inputs, valid text — re-stamp the day key WITHOUT rebuilding the
|
||||
// snapshot or calling the provider. Preserve every field (incl. the prior
|
||||
// `snapshotHash` + `inputHash`) so the next day's gates still match.
|
||||
const created = await prisma.auditLog.create({
|
||||
data: {
|
||||
userId: args.userId,
|
||||
action: args.cacheAction,
|
||||
details: JSON.stringify({ ...parsed, dateKey: args.todayKey }),
|
||||
},
|
||||
select: { createdAt: true },
|
||||
});
|
||||
annotate({
|
||||
action: { name: "insights.status.skipped_unchanged" },
|
||||
meta: { cache_action: args.cacheAction, gate: "input" },
|
||||
});
|
||||
return { text: parsed.text, updatedAt: created.createdAt.toISOString() };
|
||||
}
|
||||
|
||||
export interface LastGoodStatusHit {
|
||||
text: string;
|
||||
updatedAt: string;
|
||||
|
||||
@@ -173,6 +173,15 @@ export async function persistStatusInsight(args: {
|
||||
* provider call when nothing changed.
|
||||
*/
|
||||
snapshotHash?: string;
|
||||
/**
|
||||
* v1.18.11 (P6) — cheap fingerprint of the SALIENT INPUTS (per-type
|
||||
* count + newest measuredAt) for slow-moving metrics. The input gate
|
||||
* compares a freshly probed fingerprint against this BEFORE the heavy
|
||||
* snapshot build, so a no-change day for weight/BMI skips the whole
|
||||
* gather (not just the provider call). Absent on metrics that don't
|
||||
* opt into the input gate.
|
||||
*/
|
||||
inputHash?: string;
|
||||
}): Promise<string> {
|
||||
const created = await prisma.auditLog.create({
|
||||
data: {
|
||||
@@ -186,6 +195,7 @@ export async function persistStatusInsight(args: {
|
||||
model: args.model,
|
||||
tokensUsed: args.tokensUsed,
|
||||
...(args.snapshotHash ? { snapshotHash: args.snapshotHash } : {}),
|
||||
...(args.inputHash ? { inputHash: args.inputHash } : {}),
|
||||
}),
|
||||
},
|
||||
select: { createdAt: true },
|
||||
|
||||
@@ -39,6 +39,8 @@ import {
|
||||
summarizeSeries,
|
||||
} from "@/lib/insights/status-shared";
|
||||
import {
|
||||
computeStatusInputFingerprint,
|
||||
gateUnchangedStatusInput,
|
||||
readFreshStatusText,
|
||||
refreshUnchangedStatusInsight,
|
||||
resolveReadOnlyStatusMiss,
|
||||
@@ -212,6 +214,40 @@ export async function prepareWeightStatusForUser(
|
||||
};
|
||||
}
|
||||
|
||||
// v1.18.11 (P6) — input gate for this slow-moving metric. A cheap grouped
|
||||
// probe over the salient inputs (weight + BP channels + mood) fingerprints
|
||||
// what the snapshot would read. On a non-forced run with an unchanged
|
||||
// fingerprint the cached assessment is re-stamped under today's key and the
|
||||
// whole heavy build below (bounded findMany + per-series rollup reads +
|
||||
// correlation math + the provider call) is skipped. A forced run never
|
||||
// gates — but still computes the fingerprint so the persisted row carries a
|
||||
// current one for the next day's gate.
|
||||
const inputHash = await computeStatusInputFingerprint({
|
||||
userId,
|
||||
types: ["WEIGHT", "BLOOD_PRESSURE_SYS", "BLOOD_PRESSURE_DIA"],
|
||||
includeMood: true,
|
||||
});
|
||||
if (!force) {
|
||||
const unchangedInput = await gateUnchangedStatusInput({
|
||||
userId,
|
||||
cacheAction,
|
||||
todayKey,
|
||||
inputHash,
|
||||
force,
|
||||
});
|
||||
if (unchangedInput) {
|
||||
return {
|
||||
phase: "served",
|
||||
result: {
|
||||
hasProvider: true,
|
||||
text: unchangedInput.text,
|
||||
cached: true,
|
||||
updatedAt: unchangedInput.updatedAt,
|
||||
},
|
||||
};
|
||||
}
|
||||
}
|
||||
|
||||
// v1.4.28 FB-D2 — cap the snapshot input. BP captures three types
|
||||
// per day so 1095 = 365 d × 3 channels. Order desc + reverse so we
|
||||
// keep the most recent year of rows.
|
||||
@@ -591,6 +627,9 @@ export async function prepareWeightStatusForUser(
|
||||
model: outcome.model,
|
||||
tokensUsed: outcome.tokensUsed,
|
||||
snapshotHash,
|
||||
// v1.18.11 (P6) — persist the input fingerprint so tomorrow's input
|
||||
// gate can skip the rebuild when nothing salient changed.
|
||||
inputHash,
|
||||
});
|
||||
return {
|
||||
hasProvider: true,
|
||||
|
||||
Reference in new issue
Block a user