Files
meshcore-analyzer/cmd/ingestor
n30nex b9fb3d244c feat(analytics): split adverts using recorded route evidence (#2088)
Red commits: `dc7dcbe`, `76e3217` ([assertion
failures](https://github.com/Kpa-clawbot/CoreScope/actions/runs/37059977385)).

Fixes #2041; supplies #2085's backend contract.

Records at most two route bits per retained advert. Node flood counts
now use the same evidence, including mixed and transport-flood adverts.
Analytics failures log/count errors while core observation, path and
liveness writes continue. The unrelated recent-advert limit clamp is
removed.

Direct adverts (empty path) describes the observed remaining path across
valid hash widths. Firmware can forward an advert down to an empty path;
this cannot establish original send mode or RF distance. The `zero_hop`
API spelling remains compatible.

Successful post-upgrade evidence writes survive observation replacement
and restart. Older overwritten frames and failed writes can leave gaps.
The UI explains automatic background backfill.

## Measured validation

Synthetic Windows workloads; timings are not production guarantees:

- 300K retained adverts, one-hour window: median 64.35→39.84 ms; 13.98
MB→145 KB allocated. Seven-day allocations unchanged; five paired
samples.
- 1M transmissions/11M observations: backfill 5m43s. Simple 10 Hz
writer: all 3,423 observations persisted; p99 28 ms, maximum 323 ms.
- Simulated pre-backfill cursor: retained evidence ready 4m21s; full
catch-up 6m41s, 122 cache invalidations. Normal completed-migration
startup bulk-loads current evidence.

Portable opt-in scale tests and window benchmarks are included. All 183
frontend suites, full server tests, targeted races, lint and real-API
desktop/mobile checks passed. Full [Linux
CI](https://github.com/Kpa-clawbot/CoreScope/actions/runs/37063210229)
passed at `36def9c`; three independent reviews are clear. Local Windows
testing hit the unchanged symlink-privilege test. No configuration
changes.

Preflight overrides: external script/OpenClaw profile unavailable;
repository checks and Chromium used.
2026-10-03 12:16:55 +02:00
..

MeshCore MQTT Ingestor (Go)

Standalone MQTT ingestion service for CoreScope. Connects to MQTT brokers, decodes raw MeshCore packets, and writes to the same SQLite database used by the Node.js web server.

This is the first step of a larger Go rewrite — separating MQTT ingestion from the web server.

Architecture

MQTT Broker(s)  →  Go Ingestor  →  SQLite DB  ←  Node.js Web Server
                    (this binary)     (shared)
  • Single static binary — no runtime dependencies, no CGO
  • SQLite via github.com/mattn/go-sqlite3 (cgo; cross-compiled with zig cc, see the root Makefile)
  • MQTT via github.com/eclipse/paho.mqtt.golang
  • Runs alongside the Node.js server — they share the DB file
  • Does NOT serve HTTP/WebSocket — that stays in Node.js

Build

Requires Go 1.22+.

cd cmd/ingestor
go build -o corescope-ingestor .

Cross-compile for Linux (e.g., for the production VM):

GOOS=linux GOARCH=amd64 go build -o corescope-ingestor .

Run

./corescope-ingestor -config /path/to/config.json

The config file uses the same format as the Node.js config.json. The ingestor reads the mqttSources array (or legacy mqtt object) and dbPath fields.

Environment Variables

Variable Description Default
DB_PATH SQLite database path data/meshcore.db
MQTT_BROKER Single MQTT broker URL (overrides config) —
MQTT_TOPIC MQTT topic (used with MQTT_BROKER) meshcore/#
CORESCOPE_INGESTOR_STATS Path to the per-second stats JSON file consumed by the server's /api/perf/io and /api/perf/write-sources endpoints (#1120) /tmp/corescope-ingestor-stats.json

Stats file (CORESCOPE_INGESTOR_STATS)

Every second the ingestor publishes a JSON snapshot of its counters (tx_inserted, obs_inserted, walCommits, backfillUpdates.*, etc.) plus a procIO block sampled from /proc/self/io (read/write/cancelled bytes per second + syscall counts). The server reads this file and surfaces the data on the Perf page so operators can self-diagnose write-volume anomalies.

The writer uses O_NOFOLLOW | O_CREAT | O_TRUNC mode 0o600, so a pre-planted symlink at the path cannot be used to clobber an arbitrary file.

Security note: the default lives in /tmp, which is world-writable on most hosts (sticky bit only protects deletion, not creation). On shared/multi-tenant hosts, override CORESCOPE_INGESTOR_STATS to point at a private directory (e.g. /var/lib/corescope/ingestor-stats.json) that only the corescope user can write to.

Minimal Config

{
  "dbPath": "data/meshcore.db",
  "mqttSources": [
    {
      "name": "local",
      "broker": "mqtt://localhost:1883",
      "topics": ["meshcore/#"]
    }
  ]
}

Full Config (same as Node.js)

The ingestor reads these fields from the existing config.json:

  • mqttSources[] — array of MQTT broker connections
    • name — display name for logging
    • broker — MQTT URL (mqtt://, mqtts://)
    • username / password — auth credentials
    • topics — array of topic patterns to subscribe
    • iataFilter — optional regional filter
    • clientId: optional MQTT ClientID. Default corescope-<name>-<random>, new suffix per ingestor start. Two running ingestors must not share a value on one broker
  • mqtt — legacy single-broker config (auto-converted to mqttSources)
  • dbPath — SQLite DB path (default: data/meshcore.db)

Test

cd cmd/ingestor
go test -v ./...

What It Does

  1. Connects to configured MQTT brokers with auto-reconnect
  2. Subscribes to mesh packet topics (e.g., meshcore/+/+/packets)
  3. Receives raw hex packets via JSON messages ({ "raw": "...", "SNR": ..., "RSSI": ... })
  4. Decodes MeshCore packet headers, paths, and payloads (ported from decoder.js)
  5. Computes content hashes (path-independent, SHA-256-based)
  6. Writes to SQLite: transmissions + observations tables
  7. Upserts nodes from decoded ADVERT packets (with validation)
  8. Upserts observers from MQTT topic metadata

Schema Compatibility

The Go ingestor creates the same v3 schema as the Node.js server:

  • transmissions — deduplicated by content hash
  • observations — per-observer sightings with observer_idx (rowid reference)
  • nodes — mesh nodes discovered from adverts
  • observers — MQTT feed sources

Both processes can write to the same DB concurrently (SQLite WAL mode).

What's Not Ported (Yet)

  • Companion bridge format (Format 2 — meshcore/advertisement, channel messages, etc.)
  • Channel key decryption (GRP_TXT encrypted payload decryption)
  • WebSocket broadcast to browsers
  • In-memory packet store
  • Cache invalidation

These stay in the Node.js server for now.

Files

cmd/ingestor/
  main.go          — entry point, MQTT connect, message handler
  decoder.go       — MeshCore packet decoder (ported from decoder.js)
  decoder_test.go  — decoder tests (25 tests, golden fixtures)
  db.go            — SQLite writer (schema-compatible with db.js)
  db_test.go       — DB tests (schema validation, insert/upsert, E2E)
  config.go        — config struct + loader
  util.go          — shared utilities
  go.mod / go.sum  — Go module definition