Replace DB-backed instrument upserts with app.yaml-driven config loading, matching, and translator application in the ingestion workflow. Also add serial-port connector support, startup validation tooling, and migration tracking updates to keep runtime behavior and docs aligned.
5.7 KiB
TinyLink User Manual
Welcome to TinyLink: the friendly lab middleware that never sleeps, rarely panics, and keeps your results moving even when downstream systems are having a bad day.
What TinyLink Can Do
TinyLink sits between laboratory instruments and CLQMS, then handles the heavy lifting:
- Receives messages from instruments over three connector types:
http-json(HTTP endpoint)hl7-tcp(TCP socket)astm-serial(physical serial port/COM)
- Parses incoming payloads and normalizes them into one canonical JSON format.
- Stores raw and normalized data in SQLite for durability.
- Deduplicates repeated payloads using a hash key.
- Sends results to CLQMS with automatic retry and backoff.
- Moves non-deliverable payloads to dead letter for review.
- Exposes operational endpoints for health and metrics.
Think of it as a reliable translator + traffic controller for instrument data.
Default Ports and Endpoints
By default (from middleware/config/app.yaml):
- Instrument config + health + metrics API:
4001(fromhost.port) - Instrument connectors are configured per instrument entity (
inst1,inst2, ...)
Useful endpoints:
GET http://localhost:4001/healthGET http://localhost:4001/health/readyGET http://localhost:4001/metricsPOST http://localhost:3001/messages(for JSON instrument payloads)
Add a New Instrument (New "Inst")
TinyLink now uses a single file-based configuration. There is no POST /instruments write flow.
To add an instrument, keep one config file in:
middleware/
config/
app.yaml
Step 1: Edit app.yaml
Example:
host:
url: http://localhost:4000/api/results
apikey: ""
port: 4001
inst1:
enabled: true
connector:
type: serial
port: COM1
baudRate: 9600
config:
location: lab-a
translator:
parser: astm
forceInstrumentId: true
meta:
profile: astm-default
What it does:
hostcontains upstream endpoint and API settings (url,apikey,port).- Every top-level entity other than
hostis an instrument (inst1,inst2, ...). connectoris embedded per instrument, so each instrument has its own connector type/settings.translatorstays embedded per instrument, so each instrument can define parser and metadata.
Step 2: Restart TinyLink
TinyLink validates instrument files before startup. Restart after adding or editing files.
Use this preflight command before npm start:
npm run instrument:check
Step 3: Verify instrument is loaded
You can still use read-only endpoints:
curl http://localhost:4001/instruments
curl http://localhost:4001/instruments/inst1
If your instrument does not appear, run npm run instrument:check and fix reported errors.
Matching rules (important)
TinyLink picks one instrument by matching connector + instruments[].match rules.
- 0 matches: payload is dropped (
no matching instrument config). - More than 1 match: payload is dropped (
ambiguous instrument match). - Exactly 1 match: translator runs and message continues through queue + delivery.
TinyLink is strict because your audit trail deserves peace and quiet.
Canonical Payload Shape
After parsing and normalization, TinyLink expects this shape.
Required fields:
instrument_idsample_idresult_time(ISO timestamp)results[]with at least one item containing:test_codevalue
Optional fields:
unit,flag,patient_id,operator_id,meta
Example:
{
"instrument_id": "SYSMEX_XN1000",
"sample_id": "SMP-20260326-001",
"result_time": "2026-03-26T10:20:00Z",
"results": [
{
"test_code": "WBC",
"value": "8.2",
"unit": "10^3/uL",
"flag": "N"
}
],
"meta": {
"source_protocol": "HL7",
"connector": "hl7-tcp"
}
}
Delivery and Retry Behavior
TinyLink does not give up easily:
- Retries transient failures (timeouts, DNS/connection issues, HTTP 5xx).
- Uses backoff schedule:
30s -> 2m -> 10m -> 30m -> 2h -> 6h. - Maximum attempts:
10. - HTTP
400and422are treated as non-retriable and moved to dead letter immediately.
Health, Readiness, and Metrics
Use these to check system status:
GET /health: connector status + queue counts (pending,retrying,deadLetters).GET /health/ready: confirms SQLite readiness.GET /metrics: Prometheus-style metrics, including attempts, latency, and success timestamp.
Daily Operations (Quick Checklist)
- Start app:
npm start - Validate instrument files:
npm run instrument:check - Run migrations manually:
npm run migrate - Backup DB:
npm run maintenance -- backup - Vacuum DB:
npm run maintenance -- vacuum - Prune old delivery logs:
npm run maintenance -- prune --days=30
Troubleshooting New Instrument Onboarding
Instrument returns 404
- Confirm exact
instrument_idspelling and casing. - Verify the instrument exists in
middleware/config/app.yamlas its own top-level key (inst1,inst2, ...). - Verify that instrument has
connector.type, connector settings, andtranslator.parser.
Data is not flowing
- Confirm instrument has
enabled: true. - Confirm connector matches incoming protocol.
- Confirm match rules fit connector metadata (
localPort,remoteAddress,remotePort, orcomPort). - Check
/healthand/health/ready.
Backlog or dead letters are growing
- Check
/metricsfor queue and delivery trends. - Validate CLQMS URL/token/timeouts and downstream availability.
Final Tip
If you are adding many instruments, standardize your naming (for example: LAB1_XN1000, LAB1_COBAS_E411) and keep connector mappings documented. Future-you will send present-you a thank-you card.