Particle to Apache Superset Integration
AI-first ETL from Particle into Apache Superset. Governed entities, incremental sync, typed landing tables.
How Datrise loads Particle into Apache Superset
Datrise syncs Particle's devices, events, variables, firmware versions, product fleets, and device logs into Apache Superset as governed SQL tables Superset queries directly. Flexible or custom fields land in flattened columns for the explore UI, and timestamps such as created, updated, and status changes are typed as temporal columns for time-series charts.
Sync is incremental: Datrise uses incremental refresh of the queried tables, so re-runs update only what changed. Date-partitioned tables to keep dashboards responsive. Superset charts run live SQL, so Datrise lands query-friendly, indexed tables rather than wide raw payloads.
Ideal for open-source dashboards over your own database.
Endpoints
Particle: IoT device fleet telemetry and events.
Apache Superset: Open-source BI for SQL exploration, charts, and dashboard publishing.
How Particle entities map to Apache Superset
| Particle entity | Apache Superset object | Notes |
|---|---|---|
| devices | particle_devices | id PK · custom fields → flattened columns for the explore UI |
| events | particle_events | temporal columns for time-series charts events |
| variables | particle_variables | id PK · linked to particle_devices |
| firmware versions | particle_firmware_versions | id PK · linked to particle_devices |
FAQ
How does Datrise handle Particle's custom fields in Apache Superset?
Flexible values are stored as flattened columns for the explore UI, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Apache Superset types.
How does the Particle to Apache Superset sync stay up to date?
It runs incrementally — Datrise uses incremental refresh of the queried tables.
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Early access
Connect Particle to Apache Superset the easy way
Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.