Zendesk Sunshine → DuckDB
AI-first ETL from Zendesk Sunshine into DuckDB. Governed entities, incremental sync, typed landing tables.
How Datrise loads Zendesk Sunshine into DuckDB
Datrise syncs Zendesk Sunshine's records, events, and configuration objects into DuckDB as a typed table per source entity in a DuckDB file. Flexible or custom fields land in JSON or STRUCT columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP WITH TIME ZONE.
Sync is incremental: Datrise uses rewrites changed entities into the local database (or Parquet) on each run, so re-runs update only what changed. Hive-partitioned Parquet by load date when exporting. DuckDB is single-writer and embedded, so Datrise produces a consistent file snapshot rather than concurrent streaming writes.
Ideal for local and notebook analytics without standing up a server.
Endpoints
Zendesk Sunshine: SaaS or API data source for analytics and warehouse sync.
DuckDB: In-process analytics database for fast local OLAP.
How Zendesk Sunshine entities map to DuckDB
| Zendesk Sunshine entity | DuckDB object | Notes |
|---|---|---|
| records | zendesk_sunshine_records | id PK · custom fields → JSON or STRUCT columns |
| events | zendesk_sunshine_events | TIMESTAMP WITH TIME ZONE events |
| configuration objects | zendesk_sunshine_configuration_objects | id PK · linked to zendesk_sunshine_records |
FAQ
How does Datrise handle Zendesk Sunshine's custom fields in DuckDB?
Flexible values are stored as JSON or STRUCT columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native DuckDB types.
How does the Zendesk Sunshine to DuckDB sync stay up to date?
It runs incrementally — Datrise uses rewrites changed entities into the local database (or Parquet) on each run.
Related pipelines
More destinations for Zendesk Sunshine
- Zendesk Sunshine → Amazon Athena
- Zendesk Sunshine → Amazon S3 Data Lake
- Zendesk Sunshine → Azure Data Lake Storage
- Zendesk Sunshine → Azure Synapse
- Zendesk Sunshine → Spreadsheets
- Zendesk Sunshine → Airtable
- Zendesk Sunshine → CSV Files
- Zendesk Sunshine → MongoDB
- Zendesk Sunshine → Supabase
- Zendesk Sunshine → Neon
- Zendesk Sunshine → PlanetScale
- Zendesk Sunshine → Amazon DynamoDB
Early access
Connect Zendesk Sunshine to DuckDB 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.