worldmonitor/scripts/seed-unrest-events.mjs

#!/usr/bin/env node

import { loadEnvFile, CHROME_UA, runSeed } from './_seed-utils.mjs';
import { getAcledToken } from './shared/acled-oauth.mjs';

loadEnvFile(import.meta.url);

const GDELT_GKG_URL = 'https://api.gdeltproject.org/api/v1/gkg_geojson';
const ACLED_API_URL = 'https://acleddata.com/api/acled/read';
const CANONICAL_KEY = 'unrest:events:v1';
const CACHE_TTL = 16200; // 4.5h — 6x the 45 min cron interval (was 1.3x)

// ---------- ACLED Event Type Mapping (from _shared.ts) ----------

function mapAcledEventType(eventType, subEventType) {
  const lower = (eventType + ' ' + subEventType).toLowerCase();
  if (lower.includes('riot') || lower.includes('mob violence')) return 'UNREST_EVENT_TYPE_RIOT';
  if (lower.includes('strike')) return 'UNREST_EVENT_TYPE_STRIKE';
  if (lower.includes('demonstration')) return 'UNREST_EVENT_TYPE_DEMONSTRATION';
  if (lower.includes('protest')) return 'UNREST_EVENT_TYPE_PROTEST';
  return 'UNREST_EVENT_TYPE_CIVIL_UNREST';
}

// ---------- Severity Classification (from _shared.ts) ----------

function classifySeverity(fatalities, eventType) {
  if (fatalities > 0 || eventType.toLowerCase().includes('riot')) return 'SEVERITY_LEVEL_HIGH';
  if (eventType.toLowerCase().includes('protest')) return 'SEVERITY_LEVEL_MEDIUM';
  return 'SEVERITY_LEVEL_LOW';
}

function classifyGdeltSeverity(count, name) {
  const lowerName = name.toLowerCase();
  if (count > 100 || lowerName.includes('riot') || lowerName.includes('clash')) return 'SEVERITY_LEVEL_HIGH';
  if (count < 25) return 'SEVERITY_LEVEL_LOW';
  return 'SEVERITY_LEVEL_MEDIUM';
}

function classifyGdeltEventType(name) {
  const lowerName = name.toLowerCase();
  if (lowerName.includes('riot')) return 'UNREST_EVENT_TYPE_RIOT';
  if (lowerName.includes('strike')) return 'UNREST_EVENT_TYPE_STRIKE';
  if (lowerName.includes('demonstration')) return 'UNREST_EVENT_TYPE_DEMONSTRATION';
  return 'UNREST_EVENT_TYPE_PROTEST';
}

// ---------- Deduplication (from _shared.ts) ----------

function deduplicateEvents(events) {
  const unique = new Map();
  for (const event of events) {
    const lat = event.location?.latitude ?? 0;
    const lon = event.location?.longitude ?? 0;
    const latKey = Math.round(lat * 10) / 10;
    const lonKey = Math.round(lon * 10) / 10;
    const dateKey = new Date(event.occurredAt).toISOString().split('T')[0];
    const key = `${latKey}:${lonKey}:${dateKey}`;

    const existing = unique.get(key);
    if (!existing) {
      unique.set(key, event);
    } else if (event.sourceType === 'UNREST_SOURCE_TYPE_ACLED' && existing.sourceType !== 'UNREST_SOURCE_TYPE_ACLED') {
      event.sources = [...new Set([...event.sources, ...existing.sources])];
      unique.set(key, event);
    } else if (existing.sourceType === 'UNREST_SOURCE_TYPE_ACLED') {
      existing.sources = [...new Set([...existing.sources, ...event.sources])];
    } else {
      existing.sources = [...new Set([...existing.sources, ...event.sources])];
      if (existing.sources.length >= 2) existing.confidence = 'CONFIDENCE_LEVEL_HIGH';
    }
  }
  return Array.from(unique.values());
}

// ---------- Sort (from _shared.ts) ----------

function sortBySeverityAndRecency(events) {
  const severityOrder = {
    SEVERITY_LEVEL_HIGH: 0,
    SEVERITY_LEVEL_MEDIUM: 1,
    SEVERITY_LEVEL_LOW: 2,
    SEVERITY_LEVEL_UNSPECIFIED: 3,
  };
  return events.sort((a, b) => {
    const sevDiff = (severityOrder[a.severity] ?? 3) - (severityOrder[b.severity] ?? 3);
    if (sevDiff !== 0) return sevDiff;
    return b.occurredAt - a.occurredAt;
  });
}

// ---------- ACLED Fetch ----------

async function fetchAcledProtests() {
  const token = await getAcledToken({ userAgent: CHROME_UA });
  if (!token) {
    console.log('  ACLED: no credentials configured, skipping');
    return [];
  }

  const now = Date.now();
  const startDate = new Date(now - 30 * 24 * 60 * 60 * 1000).toISOString().split('T')[0];
  const endDate = new Date(now).toISOString().split('T')[0];

  const params = new URLSearchParams({
    event_type: 'Protests',
    event_date: `${startDate}|${endDate}`,
    event_date_where: 'BETWEEN',
    limit: '500',
    _format: 'json',
  });

  const resp = await fetch(`${ACLED_API_URL}?${params}`, {
    headers: {
      Accept: 'application/json',
      Authorization: `Bearer ${token}`,
      'User-Agent': CHROME_UA,
    },
    signal: AbortSignal.timeout(15_000),
  });

  if (!resp.ok) throw new Error(`ACLED API error: ${resp.status}`);
  const data = await resp.json();
  if (data.message || data.error) throw new Error(data.message || data.error || 'ACLED API error');

  const rawEvents = data.data || [];
  console.log(`  ACLED: ${rawEvents.length} raw events`);

  return rawEvents
    .filter((e) => {
      const lat = parseFloat(e.latitude || '');
      const lon = parseFloat(e.longitude || '');
      return Number.isFinite(lat) && Number.isFinite(lon) && lat >= -90 && lat <= 90 && lon >= -180 && lon <= 180;
    })
    .map((e) => {
      const fatalities = parseInt(e.fatalities || '', 10) || 0;
      return {
        id: `acled-${e.event_id_cnty}`,
        title: e.notes?.slice(0, 200) || `${e.sub_event_type} in ${e.location}`,
        summary: typeof e.notes === 'string' ? e.notes.substring(0, 500) : '',
        eventType: mapAcledEventType(e.event_type || '', e.sub_event_type || ''),
        city: e.location || '',
        country: e.country || '',
        region: e.admin1 || '',
        location: {
          latitude: parseFloat(e.latitude || '0'),
          longitude: parseFloat(e.longitude || '0'),
        },
        occurredAt: new Date(e.event_date || '').getTime(),
        severity: classifySeverity(fatalities, e.event_type || ''),
        fatalities,
        sources: [e.source].filter(Boolean),
        sourceType: 'UNREST_SOURCE_TYPE_ACLED',
        tags: e.tags?.split(';').map((t) => t.trim()).filter(Boolean) ?? [],
        actors: [e.actor1, e.actor2].filter(Boolean),
        confidence: 'CONFIDENCE_LEVEL_HIGH',
      };
    });
}

// ---------- GDELT Fetch ----------

async function fetchGdeltEvents() {
  const params = new URLSearchParams({
    query: 'protest OR riot OR demonstration OR strike',
    maxrows: '2500',
  });

  const resp = await fetch(`${GDELT_GKG_URL}?${params}`, {
    headers: { Accept: 'application/json', 'User-Agent': CHROME_UA },
    signal: AbortSignal.timeout(15_000),
  });

  if (!resp.ok) throw new Error(`GDELT API error: ${resp.status}`);

  const data = await resp.json();
  const features = data?.features || [];

  // Aggregate by location (v1 GKG returns individual mentions, not aggregated counts)
  const locationMap = new Map();
  for (const feature of features) {
    const name = feature.properties?.name || '';
    if (!name) continue;

    const coords = feature.geometry?.coordinates;
    if (!Array.isArray(coords) || coords.length < 2) continue;

    const [lon, lat] = coords;
    if (!Number.isFinite(lat) || !Number.isFinite(lon) || lat < -90 || lat > 90 || lon < -180 || lon > 180) continue;

    const key = `${lat.toFixed(1)}:${lon.toFixed(1)}`;
    const existing = locationMap.get(key);
    if (existing) {
      existing.count++;
      if (feature.properties?.urltone < existing.worstTone) {
        existing.worstTone = feature.properties.urltone;
      }
    } else {
      locationMap.set(key, { name, lat, lon, count: 1, worstTone: feature.properties?.urltone ?? 0 });
    }
  }

  const events = [];
  for (const [, loc] of locationMap) {
    if (loc.count < 5) continue;

    const country = loc.name.split(',').pop()?.trim() || loc.name;
    events.push({
      id: `gdelt-${loc.lat.toFixed(2)}-${loc.lon.toFixed(2)}-${Date.now()}`,
      title: `${loc.name} (${loc.count} reports)`,
      summary: '',
      eventType: classifyGdeltEventType(loc.name),
      city: loc.name.split(',')[0]?.trim() || '',
      country,
      region: '',
      location: { latitude: loc.lat, longitude: loc.lon },
      occurredAt: Date.now(),
      severity: classifyGdeltSeverity(loc.count, loc.name),
      fatalities: 0,
      sources: ['GDELT'],
      sourceType: 'UNREST_SOURCE_TYPE_GDELT',
      tags: [],
      actors: [],
      confidence: loc.count > 20 ? 'CONFIDENCE_LEVEL_HIGH' : 'CONFIDENCE_LEVEL_MEDIUM',
    });
  }

  console.log(`  GDELT: ${features.length} mentions → ${events.length} aggregated events`);
  return events;
}

// ---------- Main Fetch ----------

async function fetchUnrestEvents() {
  const results = await Promise.allSettled([fetchAcledProtests(), fetchGdeltEvents()]);

  const acledEvents = results[0].status === 'fulfilled' ? results[0].value : [];
  const gdeltEvents = results[1].status === 'fulfilled' ? results[1].value : [];

  if (results[0].status === 'rejected') console.log(`  ACLED failed: ${results[0].reason?.message || results[0].reason}`);
  if (results[1].status === 'rejected') console.log(`  GDELT failed: ${results[1].reason?.message || results[1].reason}`);

  const merged = deduplicateEvents([...acledEvents, ...gdeltEvents]);
  const sorted = sortBySeverityAndRecency(merged);

  console.log(`  Merged: ${acledEvents.length} ACLED + ${gdeltEvents.length} GDELT = ${sorted.length} deduplicated`);

  return { events: sorted, clusters: [], pagination: undefined };
}

function validate(data) {
  return Array.isArray(data?.events) && data.events.length > 0;
}

runSeed('unrest', 'events', CANONICAL_KEY, fetchUnrestEvents, {
  validateFn: validate,
  ttlSeconds: CACHE_TTL,
  sourceVersion: 'acled+gdelt',
}).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);
});