mirror of
https://github.com/MBombeck/HealthLog.git
synced 2026-11-09 04:50:59 +00:00
feat(environment): register env signals and wire weather into correlation discovery
Register the seven environmental-exposure signals through the signal registry as a new "environment" kind (correlation-eligible; off Coach/MCP/FHIR in v1), and fold their daily series into the correlation engine as lagged behaviour channels. Weather/daylight now pair against mood, sleep, and vitals through the existing FDR / effect-size / shrinkage gates, so a thin series degrades to absent rather than a spurious link. All env channels share one ENVIRONMENT family so two same-day fields never lag-correlate against each other.
This commit is contained in:
1 parent
76dc03ae7f
commit
cdee3e3efc
10 files changed
+265
-12
No files matched your search
@@ -20,6 +20,10 @@ vi.mock("@/lib/db", () => ({
|
||||
illnessDayLog: { findMany: vi.fn().mockResolvedValue([]) },
|
||||
// v1.22 — labs ↔ outcome pass fetches lab draws; default empty.
|
||||
labResult: { findMany: vi.fn().mockResolvedValue([]) },
|
||||
// v1.25 (W-ENV) — the route folds the environmental-exposure behaviour
|
||||
// channels in (read from EnvironmentContext); default empty so no env
|
||||
// channel produces a point.
|
||||
environmentContext: { findMany: vi.fn().mockResolvedValue([]) },
|
||||
},
|
||||
}));
|
||||
|
||||
@@ -113,6 +117,9 @@ beforeEach(() => {
|
||||
);
|
||||
// v1.22 — labs ↔ outcome pass reads lab draws; default empty.
|
||||
(prisma.labResult.findMany as ReturnType<typeof vi.fn>).mockResolvedValue([]);
|
||||
(
|
||||
prisma.environmentContext.findMany as ReturnType<typeof vi.fn>
|
||||
).mockResolvedValue([]);
|
||||
});
|
||||
|
||||
const callGet = GET as unknown as (req: NextRequest) => Promise<Response>;
|
||||
|
||||
@@ -39,6 +39,7 @@ import {
|
||||
} from "@/lib/insights/correlation-discovery";
|
||||
import {
|
||||
fetchComplianceSeries,
|
||||
fetchEnvironmentSeries,
|
||||
fetchLabDraws,
|
||||
fetchSymptomSeries,
|
||||
} from "@/lib/insights/correlation-channel-series";
|
||||
@@ -152,11 +153,16 @@ export const GET = apiHandler(async () => {
|
||||
// their own sources. Each degrades to an empty series when the user has no
|
||||
// data, so the discovery loop drops the channel (it cannot clear n ≥ 20).
|
||||
// v1.22 — lab draws (for the labs ↔ outcome pass) fetch alongside.
|
||||
const [complianceSeries, symptomSeries, labDraws] = await Promise.all([
|
||||
fetchComplianceSeries(user.id, tz, since),
|
||||
fetchSymptomSeries(user.id, tz, since),
|
||||
fetchLabDraws(user.id, tz, since),
|
||||
]);
|
||||
const [complianceSeries, symptomSeries, labDraws, environmentSeries] =
|
||||
await Promise.all([
|
||||
fetchComplianceSeries(user.id, tz, since),
|
||||
fetchSymptomSeries(user.id, tz, since),
|
||||
fetchLabDraws(user.id, tz, since),
|
||||
// v1.25 (W-ENV) — environmental-exposure behaviour channels (weather /
|
||||
// daylight). Empty when the module is off / no home set, so the channels
|
||||
// degrade to absent. The module gate is implicit: no rows ⇒ no channels.
|
||||
fetchEnvironmentSeries(user.id, since),
|
||||
]);
|
||||
|
||||
const points = (key: string): DailySeriesPoint[] =>
|
||||
key === "MOOD"
|
||||
@@ -180,6 +186,12 @@ export const GET = apiHandler(async () => {
|
||||
series.push({ key, role: "outcome", points: points(key) });
|
||||
}
|
||||
}
|
||||
// v1.25 (W-ENV) — fold the environmental-exposure behaviour channels in. They
|
||||
// pair (lag D → D+1) against every outcome above; the n ≥ 20 / FDR / effect-
|
||||
// size gates apply unchanged, so a thin weather series degrades to absent.
|
||||
for (const envSeries of environmentSeries) {
|
||||
series.push(envSeries);
|
||||
}
|
||||
|
||||
const result = discoverCorrelations(series);
|
||||
|
||||
@@ -213,6 +225,13 @@ export const GET = apiHandler(async () => {
|
||||
emerging_window_days: emerging.windowDays,
|
||||
lab_draws: labDraws.length,
|
||||
lab_correlations: labCorrelations.discovered.length,
|
||||
// v1.25 (W-ENV) — env channel reach (sum of stored daily points across
|
||||
// the exposure channels) so a dashboard can see whether weather was
|
||||
// available for the scan.
|
||||
environment_days: environmentSeries.reduce(
|
||||
(sum, s) => sum + s.points.length,
|
||||
0,
|
||||
),
|
||||
},
|
||||
});
|
||||
|
||||
|
||||
Reference in new issue
Block a user