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worldmonitor/scripts/data/mirta-processed.json
Elie Habib 3d2c638a72 feat(military): server-side military bases 125K + rate limiting (#496) 
* feat(military): server-side military bases with 125K entries + rate limiting (#485)

Migrate military bases from 224 static client-side entries to 125,380
server-side entries stored in Redis GEO sorted sets, served via
bbox-filtered GEOSEARCH endpoint with server-side clustering.

Data pipeline:
- Pizzint/Polyglobe: 79,156 entries (Supabase extraction)
- OpenStreetMap: 45,185 entries
- MIRTA: 821 entries
- Curated strategic: 218 entries
- 277 proximity duplicates removed

Server:
- ListMilitaryBases RPC with GEOSEARCH + HMGET + tier/filter/clustering
- Antimeridian handling (split bbox queries)
- Blue-green Redis deployment with atomic version pointer switch
- geoSearchByBox() + getHashFieldsBatch() helpers in redis.ts

Security:
- @upstash/ratelimit: 60 req/min sliding window per IP
- IP spoofing fix: prioritize x-real-ip (Vercel-injected) over x-forwarded-for
- Require API key for non-browser requests (blocks unauthenticated curl/scripts)
- Input validation: allowlisted types/kinds, regex country, clamped bbox/zoom

Frontend:
- Viewport-driven loading with bbox quantization + debounce
- Server-side grid clustering at low zoom levels
- Enriched popup with kind, category badges (airforce/naval/nuclear/space)
- Static 224 bases kept as search fallback + initial render

* fix(military): fallback to production Redis keys in preview deployments

Preview deployments prefix Redis keys with `preview:{sha}:` but military
bases data is seeded to unprefixed (production) keys. When the prefixed
`military:bases:active` key is missing, fall back to the unprefixed key
and use raw (unprefixed) keys for geo/meta lookups.

* fix: remove unused 'remaining' destructure in rate-limit (TS6133)

* ci: add typecheck:api to pre-push hook to catch server-side TS errors

* debug(military): add X-Bases-Debug response header for preview diagnostics

* fix(bases): trigger initial server fetch on map load

fetchServerBases() was only called on moveend — if the user
never panned/zoomed, the API was never called and only the 224
static fallback bases showed.
2026-02-28 09:16:59 +04:00

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{
"metadata": {
"source": "MIRTA - Military Installations, Ranges and Training Areas",
"url": "https://geospatial-usace.opendata.arcgis.com/maps/fc0f38c5a19a46dbacd92f2fb823ef8c",
"fetchedAt": "2026-02-27T20:15:03.751Z",
"totalInstallations": 832,
"fromPoints": 737,
"fromBoundariesOnly": 95
},
"installations": [
{
"name": "1LT John A Fera USARC",
"branch": "Army Reserve",
"status": "Active",
"state": "Massachusetts",
"lat": 42.589288,
"lon": -70.943131,
"kind": "Installation",
"component": "Reserve",
"jointBase": false
},
{
"name": "1SG Robert L Kuhn USARC",
"branch": "Army Reserve",
"status": "Active",
"state": "Kansas",
"lat": 38.860028,
"lon": -99.278948,
"kind": "Installation",
"component": "Reserve",
"jointBase": false
},
{
"name": "Aberdeen Proving Ground",
"branch": "Army",
"status": "Active",
"state": "Maryland",
"lat": 39.3488873470001,
"lon": -76.284322185,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Adelphi Laboratory Center",
"branch": "Army",
"status": "Active",
"state": "Maryland",
"lat": 39.031507031,
"lon": -76.963784932,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Air Force Maui Optical and Supercomputing Site",
"branch": "Air Force",
"status": "Active",
"state": "Hawaii",
"lat": 20.7462628960001,
"lon": -156.431659957,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Air Force Office of Scientific Research",
"branch": "Washington Headquarters Services",
"status": "Active",
"state": "Virginia",
"lat": 38.8808585800001,
"lon": -77.108611125,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Air Force Plant 4",
"branch": "Air Force",
"status": "Active",
"state": "Texas",
"lat": 32.7729472730001,
"lon": -97.449038188,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Air Force Plant 42",
"branch": "Air Force",
"status": "Active",
"state": "California",
"lat": 34.6236000000001,
"lon": -118.0832,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Air Force Plant 44",
"branch": "Air Force",
"status": "Active",
"state": "Arizona",
"lat": 32.0975073000001,
"lon": -110.941594449,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Air Force Plant 6",
"branch": "Air Force",
"status": "Active",
"state": "Georgia",
"lat": 33.9293226880001,
"lon": -84.531710533,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "ALF Fentress Chesapke",
"branch": "Navy",
"status": "Active",
"state": "Virginia",
"lat": 36.7000576350001,
"lon": -76.130789991,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "ALF Orange",
"branch": "Navy",
"status": "Active",
"state": "Texas",
"lat": 27.896100059,
"lon": -98.043246645,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Aliamanu Military Reservation",
"branch": "Army",
"status": "Active",
"state": "Hawaii",
"lat": 21.360912296,
"lon": -157.911736764,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Allegany Ballistics Lab",
"branch": "Navy",
"status": "Active",
"state": "West Virginia",
"lat": 39.5492530380001,
"lon": -78.8457345419999,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Allen Stagefield AL",
"branch": "Army",
"status": "Active",
"state": "Alabama",
"lat": 31.2309994290001,
"lon": -85.6506347339999,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Alpena County Regional Airport",
"branch": "Air National Guard",
"status": "Active",
"state": "Michigan",
"lat": 45.084393629,
"lon": -83.5700561739999,
"kind": "Installation",
"component": "National Guard",
"jointBase": false
},
{
"name": "Altus Air Force Base",
"branch": "Air Force",
"status": "Active",
"state": "Oklahoma",
"lat": 34.6637655550001,
"lon": -99.274545403,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Amphib Base Coronado East",
"branch": "Navy",
"status": "Active",
"state": "California",
"lat": 32.660464194,
"lon": -117.15331659,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Amphib Base Coronado West",
"branch": "Navy",
"status": "Active",
"state": "California",
"lat": 32.6713189660001,
"lon": -117.167654101,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Andersen Air Force Base",
"branch": "Navy",
"status": "Active",
"state": "Guam",
"lat": 13.596922954,
"lon": 144.8981435,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Anniston Army Depot",
"branch": "Army",
"status": "Active",
"state": "Alabama",
"lat": 33.653248885,
"lon": -85.969334083,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Arbuckle Airfield",
"branch": "Air Force",
"status": "Active",
"state": "Florida",
"lat": 27.651653185,
"lon": -81.34506085,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Arlington National Cemetery",
"branch": "Army",
"status": "Active",
"state": "Virginia",
"lat": 38.876077061,
"lon": -77.068624208,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Arlington Service Ctr",
"branch": "Navy",
"status": "Active",
"state": "Virginia",
"lat": 38.86773485,
"lon": -77.079335021,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Army Futures Command",
"branch": "Army",
"status": "Active",
"state": "Texas",
"lat": 30.2689747490001,
"lon": -97.740999954,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Army Research Lab – Orlando Simulations and Training Technology Center",
"branch": "Army",
"status": "Active",
"state": "Florida",
"lat": 28.5862016740001,
"lon": -81.1974689099999,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Army Research Office",
"branch": "Army",
"status": "Active",
"state": "North Carolina",
"lat": 35.9939400000001,
"lon": -78.89884,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Arnold Air Force Base",
"branch": "Air Force",
"status": "Active",
"state": "Tennessee",
"lat": 35.356625455,
"lon": -86.073934604,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Atlantic City IAP",
"branch": "Air National Guard",
"status": "Active",
"state": "New Jersey",
"lat": 39.706466413,
"lon": -74.4339654519999,
"kind": "Installation",
"component": "National Guard",
"jointBase": false
},
{
"name": "Avon Park AF Range",
"branch": "Air Force",
"status": "Active",
"state": "Florida",
"lat": 27.6469182000001,
"lon": -81.2767274879999,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Badger AAP",
"branch": "Army",
"status": "Excess",
"state": "Wisconsin",
"lat": 43.3566698270001,
"lon": -89.7233867959999,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Balboa Hospital",
"branch": "Navy",
"status": "Active",
"state": "California",
"lat": 32.726266589,
"lon": -117.145051329,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Bangor IAP",
"branch": "Air National Guard",
"status": "Active",
"state": "Maine",
"lat": 44.8155682030001,
"lon": -68.824617312,
"kind": "Installation",
"component": "National Guard",
"jointBase": false
},
{
"name": "Barin Field",
"branch": "Navy",
"status": "Active",
"state": "Alabama",
"lat": 30.3914743080001,
"lon": -87.632275068,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Barksdale Air Force Base",
"branch": "Air Force",
"status": "Active",
"state": "Louisiana",
"lat": 32.500280957,
"lon": -93.59994134,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Barnes Map ANG",
"branch": "Air National Guard",
"status": "Active",
"state": "Massachusetts",
"lat": 42.1693653610001,
"lon": -72.7179961809999,
"kind": "Installation",
"component": "National Guard",
"jointBase": false
},
{
"name": "Barry Goldwater Range",
"branch": "Marine Corps",
"status": "Active",
"state": "Arizona",
"lat": 32.4982803250001,
"lon": -114.083234156,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Barry M Goldwater Range",
"branch": "Air Force",
"status": "Active",
"state": "Arizona",
"lat": 32.8901595670001,
"lon": -112.728195466,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Barter Island Regional Radar Site",
"branch": "Air Force",
"status": "Active",
"state": "Alaska",
"lat": 70.1257433050001,
"lon": -143.635750022,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Beale Air Force Base",
"branch": "Air Force",
"status": "Active",
"state": "California",
"lat": 39.1209326520001,
"lon": -121.395570767,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Bellows",
"branch": "Air Force",
"status": "Active",
"state": "Hawaii",
"lat": 21.371329686,
"lon": -157.710819443,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Biometric Technology Center Defense Forensics and Biometrics",
"branch": "Other",
"status": "Active",
"state": "West Virginia",
"lat": 39.3262842010001,
"lon": -80.26521959,
"kind": "Installation",
"component": "Unknown",
"jointBase": false
},
{
"name": "Birch Lake Recreation Annex",
"branch": "Air Force",
"status": "Active",
"state": "Alaska",
"lat": 64.317524194,
"lon": -146.646950766,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Birmingham Airport",
"branch": "Air National Guard",
"status": "Active",
"state": "Alabama",
"lat": 33.5710592230001,
"lon": -86.7541353129999,
"kind": "Installation",
"component": "National Guard",
"jointBase": false
},
{
"name": "Blakeslee Air Force Recreation Area",
"branch": "Air Force",
"status": "Active",
"state": "North Carolina",
"lat": 33.980421381,
"lon": -77.91796009,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Blue Grass Army Depot",
"branch": "Army",
"status": "Active",
"state": "Kentucky",
"lat": 37.6989636060001,
"lon": -84.2174542779999,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Boise Air Terminal",
"branch": "Air National Guard",
"status": "Active",
"state": "Idaho",
"lat": 43.559524955,
"lon": -116.230828484,
"kind": "Installation",
"component": "National Guard",
"jointBase": false
},
{
"name": "Boles System Annex",
"branch": "Air Force",
"status": "Active",
"state": "New Mexico",
"lat": 32.7724433980001,
"lon": -105.940305578,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Bonito Lake System Annex",
"branch": "Air Force",
"status": "Active",
"state": "New Mexico",
"lat": 33.341429717,
"lon": -106.083353388,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Bradley IAP",
"branch": "Air National Guard",
"status": "Active",
"state": "Connecticut",
"lat": 41.934991704,
"lon": -72.701257089,
"kind": "Installation",
"component": "National Guard",
"jointBase": false
},
{
"name": "Bratenahl",
"branch": "Navy",
"status": "Active",
"state": "Ohio",
"lat": 41.542462906,
"lon": -81.626173719,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Bridgeport",
"branch": "Marine Corps",
"status": "Active",
"state": "California",
"lat": 38.374177408,
"lon": -119.542021518,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Bristol County USARC",
"branch": "Army Reserve",
"status": "Active",
"state": "Massachusetts",
"lat": 41.897867,
"lon": -71.076267,
"kind": "Installation",
"component": "Reserve",
"jointBase": false
},
{
"name": "Broadway Complex",
"branch": "Navy",
"status": "Active",
"state": "California",
"lat": 32.7136525760001,
"lon": -117.172020559,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Brooklyn NY",
"branch": "Marine Corps Reserve",
"status": "Active",
"state": "New York",
"lat": 40.5825344400001,
"lon": -73.878179416,
"kind": "Installation",
"component": "Reserve",
"jointBase": false
},
{
"name": "Brown 4b Stagefield AL",
"branch": "Army",
"status": "Active",
"state": "Alabama",
"lat": 31.3863191620001,
"lon": -85.9722716479999,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Buckley Space Force Base",
"branch": "Air Force",
"status": "Active",
"state": "Colorado",
"lat": 39.706670022,
"lon": -104.757689049,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Burlington IAP",
"branch": "Air National Guard",
"status": "Active",
"state": "Vermont",
"lat": 44.4739168940001,
"lon": -73.1454101049999,
"kind": "Installation",
"component": "National Guard",
"jointBase": false
},
{
"name": "Butte USARC",
"branch": "Army Reserve",
"status": "Active",
"state": "Montana",
"lat": 45.92461,
"lon": -112.510831,
"kind": "Installation",
"component": "Reserve",
"jointBase": false
},
{
"name": "Cabeza De Perro",
"branch": "Navy",
"status": "Caretaker",
"state": "Puerto Rico",
"lat": 18.2482719380001,
"lon": -65.5777504599999,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Cairns Basefield AL",
"branch": "Army",
"status": "Active",
"state": "Alabama",
"lat": 31.278703916,
"lon": -85.7148832829999,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Camp Blaz",
"branch": "Navy",
"status": "Active",
"state": "Guam",
"lat": 13.58475822,
"lon": 144.844647937,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Camp Dodge",
"branch": "Army National Guard",
"status": "Active",
"state": "Iowa",
"lat": 41.741475791,
"lon": -93.714710023,
"kind": "Installation",
"component": "National Guard",
"jointBase": false
},
{
"name": "Camp Frank D Merrill",
"branch": "Army",
"status": "Active",
"state": "Georgia",
"lat": 34.628538873,
"lon": -84.103700564,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Camp Grayling",
"branch": "Army National Guard",
"status": "Active",
"state": "Michigan",
"lat": 44.7348017940001,
"lon": -84.569112124,
"kind": "Installation",
"component": "National Guard",
"jointBase": false
},
{
"name": "Camp MacKall",
"branch": "Army",
"status": "Active",
"state": "North Carolina",
"lat": 35.0300775220001,
"lon": -79.481604556,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Camp Michael Monsoor",
"branch": "Navy",
"status": "Active",
"state": "California",
"lat": 32.671438946,
"lon": -116.438850707,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Camp Morena",
"branch": "Navy",
"status": "Active",
"state": "California",
"lat": 32.711835949,
"lon": -116.518634935,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Camp Navajo",
"branch": "Army National Guard",
"status": "Active",
"state": "Arizona",
"lat": 35.194830064,
"lon": -111.850576733,
"kind": "Installation",
"component": "National Guard",
"jointBase": false
},
{
"name": "Camp Roberts",
"branch": "Army National Guard",
"status": "Active",
"state": "California",
"lat": 35.781637039,
"lon": -120.780034945,
"kind": "Installation",
"component": "National Guard",
"jointBase": false
},
{
"name": "Camp Shelby",
"branch": "Army National Guard",
"status": "Active",
"state": "Mississippi",
"lat": 31.120738352,
"lon": -89.035722509,
"kind": "Installation",
"component": "National Guard",
"jointBase": false
},
{
"name": "Camp Williams",
"branch": "Army National Guard",
"status": "Active",
"state": "Utah",
"lat": 40.4273648400001,
"lon": -112.018191024,
"kind": "Installation",
"component": "National Guard",
"jointBase": false
},
{
"name": "Cannon AFB Site 2",
"branch": "Air Force",
"status": "Active",
"state": "New Mexico",
"lat": 34.4091917110001,
"lon": -103.328244295,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Cannon Air Force Base",
"branch": "Air Force",
"status": "Active",
"state": "New Mexico",
"lat": 34.386475278,
"lon": -103.317512583,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Cape Canaveral Space Force Station",
"branch": "Air Force",
"status": "Active",
"state": "Florida",
"lat": 28.477357339,
"lon": -80.570278759,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Cape Newenham Long Range Radar Site",
"branch": "Air Force",
"status": "Active",
"state": "Alaska",
"lat": 58.642607997,
"lon": -162.066652809,
"kind": "Installation",
"component": "Active",
"jointBase": false
},
{
"name": "Capital Airport",
"branch": "Air National Guard",
"status": "Active",
"state": "Illinois",
"lat": 39.847893749,
"lon": -89.6677190949999,
"kind": "Installation",
"component": "National Guard",
"jointBase": false
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{
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{
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{
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{
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}
]
}
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