Mapping API gateways to distributed GIS endpoints

Routing failures in a federated geospatial estate almost never come from network partitioning — they come from misaligned ingress resolution, where a request lands on the wrong owning backend or fans out across domains that should never have been touched. This page is a focused operational procedure for wiring an Envoy ingress to bounded vector, raster, and geocoding endpoints using deterministic header-based routing, strict schema validation at the edge, and bounded circuit breakers. It sits under the API Gateway Mapping for GIS Services reference within the broader Federated Ownership & Routing Architecture, and it assumes the domain boundaries it routes to were already drawn according to Spatial Domain Boundary Design. Get the mapping right and you eliminate cross-domain fan-out latency, enforce ownership boundaries, and hold predictable p99 response times under heavy spatial query loads.

Ingress routing topology for distributed GIS endpoints A client request carrying spatial headers and an idempotency key reaches a single Envoy ingress gateway on port 8080. The gateway evaluates the X-Spatial-Domain, X-Query-Weight, and X-Vector-Schema headers against its v3 route table, then dispatches to one of three bounded upstreams: the cadastral tile cluster for domain cadastral with a 2.5 second timeout, the async spatial worker cluster for heavy query weight with a 15 second timeout, and the standard geocode resolver. Each upstream edge passes through its own circuit breaker, shown as an open-switch glyph, with the cadastral cluster bounded at 500 connections and 300 pending, the async cluster at 200 connections and 100 pending, and the geocode resolver on a bounded pool. Ingress request + spatial headers + Idempotency-Key EPSG:4326 bbox Envoy ingress :8080 · v3 route table evaluates headers X-Spatial-Domain X-Query-Weight X-Vector-Schema 2.5s 15.0s Cadastral tile cluster X-Spatial-Domain: cadastral breaker 500 conn / 300 pend Async spatial worker X-Query-Weight: heavy breaker 200 conn / 100 pend Geocode resolver /v1/geocode/ · standard breaker · bounded pool circuit breakers

Prerequisites

Requirement Value / Assumption Notes
Gateway Envoy >= 1.27 (v3 xDS API) Static bootstrap or control-plane-managed
Orchestration kubectl against the geospatial-mesh namespace Rolling restart + config dump access
Inspection tools curl, jq Reads the admin :15000/config_dump endpoint
CRS contract EPSG:4326 ingress normalization; EPSG:3857 for tile delivery bbox validated before dispatch
Routing headers X-Spatial-Domain, X-Vector-Schema, X-Query-Weight, Idempotency-Key Authoritative routing vector
Access role mesh-routing-admin (RBAC) Required to mutate route tables
Dedup store Redis cluster reachable as redis-idem.internal:6379 TTL-bounded idempotency cache

Step-by-Step Implementation

Route resolution must decouple ingress evaluation from backend dispatch. Spatial context headers serve as the authoritative routing vector, and each step below is verifiable with a diagnostic command before you proceed to the next.

1. Define the deterministic route table

The following Envoy RouteConfiguration enforces header-based spatial routing, exact-match domain selection, and bounded circuit breakers. It is structured for Envoy v3 API compliance and idempotent deployment through a GitOps pipeline. Heavy payloads (X-Query-Weight: heavy) are split off to an asynchronous worker so they never contend with low-latency tile traffic — the same isolation principle described in Async Execution for Heavy Spatial Queries.

yaml
static_resources:
  listeners:
  - name: gis_ingress
    address:
      socket_address:
        address: 0.0.0.0
        port_value: 8080
    filter_chains:
    - filters:
      - name: envoy.filters.network.http_connection_manager
        typed_config:
          "@type": type.googleapis.com/envoy.extensions.filters.network.http_connection_manager.v3.HttpConnectionManager
          stat_prefix: gis_mesh
          access_log:
          - name: envoy.access_loggers.file
            typed_config:
              "@type": type.googleapis.com/envoy.extensions.access_loggers.file.v3.FileAccessLog
              path: /var/log/envoy/gis_access.log
              log_format:
                text_format: "[%START_TIME%] %REQ(:METHOD)% %REQ(X-ENVOY-ORIGINAL-PATH?:PATH)% %PROTOCOL% %RESPONSE_CODE% %RESPONSE_FLAGS% %UPSTREAM_HOST% %REQ(X-SPATIAL-DOMAIN)% %REQ(X-QUERY-WEIGHT)%\n"
          route_config:
            name: spatial_routing
            virtual_hosts:
            - name: tile_vector_domains
              domains: ["*"]
              routes:
              - match:
                  prefix: "/v1/tiles/"
                  headers:
                  - name: "X-Spatial-Domain"
                    string_match:
                      exact: "cadastral"
                route:
                  cluster: cadastral_tile_cluster
                  timeout: 2.5s
                  retry_policy:
                    retry_on: "5xx,reset,connect-failure"
                    num_retries: 1
              - match:
                  prefix: "/v1/geocode/"
                  headers:
                  - name: "X-Query-Weight"
                    string_match:
                      safe_regex:
                        regex: "^heavy$"
                route:
                  cluster: async_spatial_worker_cluster
                  timeout: 15.0s
                  retry_policy:
                    retry_on: "5xx"
                    num_retries: 0
  clusters:
  - name: cadastral_tile_cluster
    connect_timeout: 1.0s
    circuit_breakers:
      thresholds:
      - max_connections: 500
        max_pending_requests: 300
        max_requests: 800
        max_retries: 2
    load_assignment:
      cluster_name: cadastral_tile_cluster
      endpoints:
      - lb_endpoints:
        - endpoint:
            address:
              socket_address:
                address: cadastral-gis.internal
                port_value: 443
  - name: async_spatial_worker_cluster
    connect_timeout: 2.0s
    circuit_breakers:
      thresholds:
      - max_connections: 200
        max_pending_requests: 100
        max_requests: 400
        max_retries: 0
    load_assignment:
      cluster_name: async_spatial_worker_cluster
      endpoints:
      - lb_endpoints:
        - endpoint:
            address:
              socket_address:
                address: spatial-async-worker.internal
                port_value: 8443

Envoy v3 uses string_match with an exact or safe_regex sub-field for header matching, not the older top-level exact_match / regex_match fields — a config that still uses the legacy fields will silently fail to match and fall through to a 404.

Verify: confirm the route table loaded exactly as committed before sending traffic.

bash
curl -s localhost:15000/config_dump | \
  jq '.configs[] | select(.["@type"] | test("RouteConfiguration")) |
      .. | .routes? // empty'

2. Validate spatial contracts at the edge

Spatial payloads require strict contract enforcement before dispatch. Add a pre-routing validation filter that rejects malformed X-Vector-Schema headers against the OGC-aligned tile/vector specification, and normalizes the bbox to EPSG:4326 so out-of-bounds requests are refused before they consume backend capacity. Edge validation here must agree with Schema Contracts for Vector/Tile Data so a payload that passes the gateway never gets rejected again downstream. Reference the OGC API - Tiles standard for tile matrix set identifiers and CRS validation.

Verify: an out-of-bounds request must be rejected at the gateway, not the backend.

bash
curl -s -o /dev/null -w "%{http_code}\n" \
  -H "X-Spatial-Domain: cadastral" \
  -H "X-Vector-Schema: ogc-tiles/v1.2.0-crs:EPSG:4326-res:10m" \
  "http://localhost:8080/v1/tiles/?bbox=999,999,1000,1000"   # expect 400

3. Enforce idempotent execution

Idempotency is enforced through the Idempotency-Key header, derived from a normalized spatial query hash — SHA-256(bbox + crs + layer_id + timestamp_window). The gateway caches this key in the Redis cluster with a TTL matching the upstream query-execution window. A duplicate request inside the TTL returns the cached payload with 200 OK, preventing redundant compute and upstream saturation. Heavy queries route to async workers with num_retries: 0 so a slow upstream cannot trigger a retry storm — for the worker side of this contract, see Optimizing Async Execution for Spatial Joins.

Verify: the same key replayed inside the TTL should hit cache, not the upstream.

bash
KEY=$(printf '%s' "bbox=-1.2,52.6,-1.0,52.8|crs=EPSG:4326|layer=parcels|tw=2026-06-26T10" | sha256sum | cut -d' ' -f1)
for i in 1 2; do
  curl -s -D - -o /dev/null \
    -H "X-Spatial-Domain: cadastral" \
    -H "Idempotency-Key: $KEY" \
    "http://localhost:8080/v1/tiles/parcels" | grep -i 'x-cache'
done   # request 2 should report x-cache: HIT

4. Wire telemetry to circuit-breaker state

Gateway telemetry must capture routing decisions, circuit-breaker transitions, and upstream failures. Enable Envoy’s upstream_rq_timeout and cluster.circuit_breakers metrics in Prometheus, then alert when circuit_breaker_open exceeds 3 consecutive windows or p99_latency breaches 2.2s on tile endpoints.

Verify: confirm the breaker gauges are exported per cluster.

bash
curl -s localhost:15000/stats/prometheus | \
  grep -E 'envoy_cluster_circuit_breakers_default_(cx|rq)_open'

5. Roll out and reconcile

When a control plane manages xDS, route changes propagate automatically; for static bootstrap configs, perform a rolling restart so no in-flight spatial query is dropped. Topology changes (new owning domains, moved endpoints) should arrive as event-driven signals through the Domain Sync Protocols for Spatial Data rather than manual edits, so route tables and tenant entitlements move atomically.

bash
kubectl rollout restart deploy/gis-ingress-gateway -n geospatial-mesh
kubectl rollout status  deploy/gis-ingress-gateway -n geospatial-mesh --timeout=120s

Configuration Reference

Field / Header Scope Required value Effect
X-Spatial-Domain Request header Exact owning domain, e.g. cadastral Selects the bounded upstream; case-sensitive exact match
X-Vector-Schema Request header ogc-tiles/v1.2.0-crs:EPSG:4326-res:10m Edge schema validation; rejected if malformed
X-Query-Weight Request header heavy | standard | degraded Diverts heavy payloads to async workers
Idempotency-Key Request header SHA-256(bbox+crs+layer_id+timestamp_window) Redis-cached dedup within TTL
route.timeout Tile route 2.5s Per-request budget for synchronous tiles
route.timeout Async route 15.0s Budget for heavy geocode/worker dispatch
retry_policy.num_retries Async route 0 Prevents retry storms on heavy compute
circuit_breakers.max_connections cadastral_tile_cluster 500 Upper bound on concurrent upstream conns
circuit_breakers.max_pending_requests cadastral_tile_cluster 300 Backpressure threshold before UO rejects
connect_timeout Tile cluster 1.0s Upstream TCP/TLS connect ceiling

Common Failure Modes & Fixes

Watch the exact RESPONSE_FLAGS token in /var/log/envoy/gis_access.log — it pins the failure to a specific layer.

RESPONSE_FLAGS=NR — no route matched (request 404s despite a valid backend). Root cause: X-Spatial-Domain casing or value does not exactly match the string_match.exact value, or the config still uses the legacy exact_match field. Fix: align the header to the route table and re-dump the config — curl -s localhost:15000/config_dump | jq '..|.string_match? // empty'.

RESPONSE_FLAGS=UF — upstream connection failure. Root cause: TLS handshake, health check, or DNS resolution failing for the owning host (e.g. cadastral-gis.internal). Fix: resolve and probe the endpoint directly — getent hosts cadastral-gis.internal && curl -kv https://cadastral-gis.internal:443/healthz — then correct that Envoy cluster’s socket_address.

RESPONSE_FLAGS=UT — upstream timeout (> 2.5s). Root cause: spatial query complexity, index fragmentation, or worker-thread exhaustion. Fix: reclassify the request with X-Query-Weight: heavy so it routes to async_spatial_worker_cluster; for genuinely heavy joins, follow the async materialization pattern instead of widening the synchronous timeout.

RESPONSE_FLAGS=UO — circuit breaker open. Root cause: concurrent requests exceeded max_connections / max_pending_requests. Fix: scale the backend horizontally and shed load with a Retry-After header; only raise max_pending_requests (by ~20%) as a temporary measure while the upstream scales, never as a permanent ceiling bump.

Idempotency-key collisions — distinct queries return a stale cached payload. Root cause: the timestamp_window component is too coarse, so two different queries hash to the same key. Fix: narrow the window granularity (e.g. 5-minute buckets) and confirm bbox + crs + layer_id are all included in the digest before the TTL is set.

When a domain misbehaves at scale, isolate it by injecting X-Spatial-Domain: quarantine to a shadow cluster, validate the upstream contract with a schema-registry diff, and — if the mesh partitions — reroute /v1/geocode/ to a read-only cached replica using the Fallback Chains for Geocoding Services pattern. Every routing change must pass pre-deployment validation against a staging mesh with synthetic spatial payloads, and every incident should close with a blameless review of header-contract drift and breaker-threshold calibration.

FAQ

Why use header-based routing instead of path-only routing for GIS endpoints?

Path prefixes (/v1/tiles/, /v1/geocode/) identify the operation, but a single operation can belong to multiple owning domains. The X-Spatial-Domain header carries ownership explicitly, so the gateway can route cadastral and hydrography tiles to different bounded backends without overlapping path tables. This prevents a misconfigured route from shadowing another domain’s prefix and silently misdirecting traffic.

How do I stop heavy spatial queries from starving low-latency tile traffic?

Tag heavy payloads with X-Query-Weight: heavy and route them to a dedicated async_spatial_worker_cluster with its own circuit-breaker thresholds and num_retries: 0. Because the heavy path has separate connection and pending-request budgets, a saturated join queue cannot exhaust the connection pool serving cadastral tiles.

What timestamp window should the Idempotency-Key hash use?

Match the window to your upstream query-execution time and acceptable staleness — typically 1 to 5 minutes for tile reads. Too coarse a window causes distinct queries to collide on one key (stale payloads); too fine a window defeats deduplication because near-simultaneous retries hash to different keys. Always include bbox, crs, and layer_id alongside the window in the digest.

My routes return 404 even though the backend is healthy — what is wrong?

The most common cause is an Envoy v3 config using the deprecated exact_match / regex_match header fields instead of string_match.exact / string_match.safe_regex. The legacy fields parse without error but never match, so every request falls through to the default 404. Dump the live config and confirm each header matcher uses string_match.

How are new endpoints added without manual route edits?

New owning domains and moved endpoints should arrive as event-driven topology signals through the domain sync layer, which updates the xDS route table atomically. With a control plane managing xDS, Envoy picks up the change without a restart; static bootstrap deployments require a rolling restart so in-flight queries drain cleanly.