Google Cloud Storage F → DuckDB
AI-first ETL from Google Cloud Storage F into DuckDB. Governed entities, incremental sync, typed landing tables.
How Datrise loads Google Cloud Storage F into DuckDB
Datrise syncs Google Cloud Storage F'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
Google Cloud Storage F: SaaS or API data source for analytics and warehouse sync.
DuckDB: In-process analytics database for fast local OLAP.
How Google Cloud Storage F entities map to DuckDB
| Google Cloud Storage F entity | DuckDB object | Notes |
|---|---|---|
| records | google_cloud_storage_f_records | id PK · custom fields → JSON or STRUCT columns |
| events | google_cloud_storage_f_events | TIMESTAMP WITH TIME ZONE events |
| configuration objects | google_cloud_storage_f_configuration_objects | id PK · linked to google_cloud_storage_f_records |
FAQ
How does Datrise handle Google Cloud Storage F'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 Google Cloud Storage F 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 Google Cloud Storage F
- Google Cloud Storage F → Amazon Athena
- Google Cloud Storage F → Amazon S3 Data Lake
- Google Cloud Storage F → Azure Data Lake Storage
- Google Cloud Storage F → Azure Synapse
- Google Cloud Storage F → Spreadsheets
- Google Cloud Storage F → Airtable
- Google Cloud Storage F → CSV Files
- Google Cloud Storage F → MongoDB
- Google Cloud Storage F → Supabase
- Google Cloud Storage F → Neon
- Google Cloud Storage F → PlanetScale
- Google Cloud Storage F → Amazon DynamoDB
Early access
Connect Google Cloud Storage F 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.