Real Geeks to DuckDB Integration
AI-first ETL from Real Geeks into DuckDB. Governed entities, incremental sync, typed landing tables.
How Datrise loads Real Geeks into DuckDB
Datrise syncs Real Geeks's leads, contacts, listings, saved searches, property views, and agent follow-ups 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
Real Geeks: Real estate lead generation sites with an integrated CRM.
DuckDB: In-process analytics database for fast local OLAP.
How Real Geeks entities map to DuckDB
| Real Geeks entity | DuckDB object | Notes |
|---|---|---|
| leads | real_geeks_leads | id PK · custom fields → JSON or STRUCT columns |
| contacts | real_geeks_contacts | id PK · linked to real_geeks_leads |
| listings | real_geeks_listings | id PK · linked to real_geeks_leads |
| saved searches | real_geeks_saved_searches | id PK · linked to real_geeks_leads |
FAQ
How does Datrise handle Real Geeks'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 Real Geeks 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 Real Geeks
Early access
Connect Real Geeks 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.