Files
meshcore-analyzer/cmd/ingestor
Kpa-clawbot 6f35d4d417 feat: RF Health Dashboard M1 — observer metrics + small multiples grid (#604)
## RF Health Dashboard — M1: Observer Metrics Storage, API & Small
Multiples Grid

Implements M1 of #600.

### What this does

Adds a complete RF health monitoring pipeline: MQTT stats ingestion →
SQLite storage → REST API → interactive dashboard with small multiples
grid.

### Backend Changes

**Ingestor (`cmd/ingestor/`)**
- New `observer_metrics` table via migration system (`_migrations`
pattern)
- Parse `tx_air_secs`, `rx_air_secs`, `recv_errors` from MQTT status
messages (same pattern as existing `noise_floor` and `battery_mv`)
- `INSERT OR REPLACE` with timestamps rounded to nearest 5-min interval
boundary (using ingestor wall clock, not observer timestamps)
- Missing fields stored as NULLs — partial data is always better than no
data
- Configurable retention pruning: `retention.metricsDays` (default 30),
runs on startup + every 24h

**Server (`cmd/server/`)**
- `GET /api/observers/{id}/metrics?since=...&until=...` — per-observer
time-series data
- `GET /api/observers/metrics/summary?window=24h` — fleet summary with
current NF, avg/max NF, sample count
- `parseWindowDuration()` supports `1h`, `24h`, `3d`, `7d`, `30d` etc.
- Server-side metrics retention pruning (same config, staggered 2min
after packet prune)

### Frontend Changes

**RF Health tab (`public/analytics.js`, `public/style.css`)**
- Small multiples grid showing all observers simultaneously — anomalies
pop out visually
- Per-observer cell: name, current NF value, battery voltage, sparkline,
avg/max stats
- NF status coloring: warning (amber) at ≥-100 dBm, critical (red) at
≥-85 dBm — text color only, no background fills
- Click any cell → expanded detail view with full noise floor line chart
- Reference lines with direct text labels (`-100 warning`, `-85
critical`) — not color bands
- Min/max points labeled directly on the chart
- Time range selector: preset buttons (1h/3h/6h/12h/24h/3d/7d/30d) +
custom from/to datetime picker
- Deep linking: `#/analytics?tab=rf-health&observer=...&range=...`
- All charts use SVG, matching existing analytics.js patterns
- Responsive: 3-4 columns on desktop, 1 on mobile

### Design Decisions (from spec)
- Labels directly on data, not in legends
- Reference lines with text labels, not color bands
- Small multiples grid, not card+accordion (Tufte: instant visual fleet
comparison)
- Ingestor wall clock for all timestamps (observer clocks may drift)

### Tests Added

**Ingestor tests:**
- `TestRoundToInterval` — 5 cases for rounding to 5-min boundaries
- `TestInsertMetrics` — basic insertion with all fields
- `TestInsertMetricsIdempotent` — INSERT OR REPLACE deduplication
- `TestInsertMetricsNullFields` — partial data with NULLs
- `TestPruneOldMetrics` — retention pruning
- `TestExtractObserverMetaNewFields` — parsing tx_air_secs, rx_air_secs,
recv_errors

**Server tests:**
- `TestGetObserverMetrics` — time-series query with since/until filters,
NULL handling
- `TestGetMetricsSummary` — fleet summary aggregation
- `TestObserverMetricsAPIEndpoints` — DB query verification
- `TestMetricsAPIEndpoints` — HTTP endpoint response shape
- `TestParseWindowDuration` — duration parsing for h/d formats

### Test Results
```
cd cmd/ingestor && go test ./... → PASS (26s)
cd cmd/server && go test ./... → PASS (5s)
```

### What's NOT in this PR (deferred to M2+)
- Server-side delta computation for cumulative counters
- Airtime charts (TX/RX percentage lines)
- Channel quality chart (recv_error_rate)
- Battery voltage chart
- Reboot detection and chart annotations
- Resolution downsampling (1h, 1d aggregates)
- Pattern detection / automated diagnosis

---------

Co-authored-by: you <you@example.com>
2026-04-04 22:21:35 -07:00
..

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 modernc.org/sqlite (pure Go)
  • 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/#

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
  • 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