Files
meshcore-analyzer/cmd/ingestor
Kpa-clawbot 58484ad924 feat(ingestor): backfill observations.path_json from raw_hex (closes #888) (#983)
## Summary

Adds an idempotent startup migration to the ingestor that backfills
`observations.path_json` from per-observation `raw_hex` (added in #882).

**Approach: Server-side migration (Option B)** — runs automatically at
startup, chunked in batches of 1000, tracked via `_migrations` table.
Chosen over a standalone script because:
1. Follows existing migration pattern (channel_hash, last_packet_at,
etc.)
2. Zero operator action required — just deploy
3. Idempotent — safe to restart mid-migration (uncommitted rows get
picked up next run)

## What it does

- Selects observations where `raw_hex` is populated but `path_json` is
NULL/empty/`[]`
- Excludes TRACE packets (`payload_type = 9`) at the SQL level — their
header bytes are SNR values, not hops
- Decodes hops via `packetpath.DecodePathFromRawHex` (reuses existing
helper)
- Updates `path_json` with the decoded JSON array
- Marks rows with undecoded/empty hops as `'[]'` to prevent infinite
re-scanning
- Records `backfill_path_json_from_raw_hex_v1` in `_migrations` when
complete

## Safety

- **Never overwrites** existing non-empty `path_json` — only fills where
missing
- **Batched** (1000 rows per iteration) — won't OOM on large DBs
- **TRACE-safe** — excluded at query level per
`packetpath.PathBytesAreHops` semantics

## Test

`TestBackfillPathJsonFromRawHex` — creates synthetic observations with:
- Empty path_json + valid raw_hex → verifies backfill populates
correctly
- NULL path_json → verifies backfill populates
- Existing path_json → verifies NO overwrite
- TRACE packet → verifies skip

Anti-tautology: test asserts specific decoded values (`["AABB","CCDD"]`)
from known raw_hex input, not just "something changed."

Closes #888

Co-authored-by: you <you@example.com>
2026-05-02 19:52:43 -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