Selligent to DuckDB Integration
AI-first ETL from Selligent into DuckDB. Governed entities, incremental sync, typed landing tables.
How Datrise loads Selligent into DuckDB
Datrise syncs Selligent's contacts, journeys, campaigns, message events, lists, and real-time triggers 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
Selligent: Enterprise cross-channel campaigns with real-time triggers.
DuckDB: In-process analytics database for fast local OLAP.
How Selligent entities map to DuckDB
| Selligent entity | DuckDB object | Notes |
|---|---|---|
| contacts | selligent_contacts | id PK · custom fields → JSON or STRUCT columns |
| journeys | selligent_journeys | id PK · linked to selligent_contacts |
| campaigns | selligent_campaigns | id PK · linked to selligent_contacts |
| message events | selligent_message_events | TIMESTAMP WITH TIME ZONE events |
FAQ
How does Datrise handle Selligent'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 Selligent to DuckDB sync stay up to date?
It runs incrementally — Datrise uses rewrites changed entities into the local database (or Parquet) on each run.
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