#!/usr/bin/env node // // IMF WEO — labor & demographics // Canonical key: economic:imf:labor:v1 // // Indicators: // LUR — Unemployment rate, % // LP — Population, persons (millions) // // Per WorldMonitor #3027 — feeds resilience macroFiscal scoring (LUR // sub-metric) and CountryDeepDivePanel demographic tiles (LP). import { loadEnvFile, runSeed, loadSharedConfig, imfSdmxFetchIndicator } from './_seed-utils.mjs'; loadEnvFile(import.meta.url); const CANONICAL_KEY = 'economic:imf:labor:v1'; const CACHE_TTL = 35 * 24 * 3600; const ISO2_TO_ISO3 = loadSharedConfig('iso2-to-iso3.json'); const ISO3_TO_ISO2 = Object.fromEntries(Object.entries(ISO2_TO_ISO3).map(([k, v]) => [v, k])); const AGGREGATE_CODES = new Set([ 'ADVEC', 'EMEDE', 'EURO', 'MECA', 'OEMDC', 'WEOWORLD', 'EU', 'AS5', 'DA', 'EDE', 'MAE', 'OAE', 'SSA', 'WE', 'EMDE', 'G20', ]); export function isAggregate(code) { if (!code || code.length !== 3) return true; return AGGREGATE_CODES.has(code) || code.endsWith('Q'); } export function weoYears() { const y = new Date().getFullYear(); return [`${y}`, `${y - 1}`, `${y - 2}`]; } export function latestValue(byYear) { for (const year of weoYears()) { const v = Number(byYear?.[year]); if (Number.isFinite(v)) return { value: v, year: Number(year) }; } return null; } export function buildLaborCountries({ unemployment = {}, population = {} }) { const countries = {}; const allIso3 = new Set([...Object.keys(unemployment), ...Object.keys(population)]); for (const iso3 of allIso3) { if (isAggregate(iso3)) continue; const iso2 = ISO3_TO_ISO2[iso3]; if (!iso2) continue; const lur = latestValue(unemployment[iso3]); const lp = latestValue(population[iso3]); if (!lur && !lp) continue; countries[iso2] = { unemploymentPct: lur?.value ?? null, populationMillions: lp?.value ?? null, year: lur?.year ?? lp?.year ?? null, }; } return countries; } export async function fetchImfLabor() { const years = weoYears(); const [unemployment, population] = await Promise.all([ imfSdmxFetchIndicator('LUR', { years }), imfSdmxFetchIndicator('LP', { years }), ]); return { countries: buildLaborCountries({ unemployment, population }), seededAt: new Date().toISOString(), }; } // LUR (unemployment) is reported for ~100 countries while population (LP) is // reported for ~210. Since buildLaborCountries unions the two, healthy runs // yield ~210 countries. Require >=190 to reject partial snapshots; this still // accommodates indicators that have slightly narrower reporting. export function validate(data) { return typeof data?.countries === 'object' && Object.keys(data.countries).length >= 190; } export { CANONICAL_KEY, CACHE_TTL }; export function declareRecords(data) { return Object.keys(data?.countries || {}).length; } if (process.argv[1]?.endsWith('seed-imf-labor.mjs')) { runSeed('economic', 'imf-labor', CANONICAL_KEY, fetchImfLabor, { validateFn: validate, ttlSeconds: CACHE_TTL, sourceVersion: `imf-sdmx-weo-${new Date().getFullYear()}`, recordCount: (data) => Object.keys(data?.countries ?? {}).length, emptyDataIsFailure: true, declareRecords, schemaVersion: 1, maxStaleMin: 100800, }).catch((err) => { const _cause = err.cause ? ` (cause: ${err.cause.message || err.cause.code || err.cause})` : ''; console.error('FATAL:', (err.message || err) + _cause); process.exit(1); }); }