SFTP Bulk to Metabase Integration
AI-first ETL from SFTP Bulk into Metabase. Governed entities, incremental sync, typed landing tables.
How Datrise loads SFTP Bulk into Metabase
Datrise syncs SFTP Bulk's files, directories, rows, file batches, modification timestamps, and file formats into Metabase as clean SQL tables Metabase auto-discovers. Flexible or custom fields land in flattened columns for the question builder, and timestamps such as created, updated, and status changes are typed as temporal columns for trends.
Sync is incremental: Datrise uses incremental refresh of the connected tables, so re-runs update only what changed. Date-partitioned facts for large questions. Metabase auto-scans schemas, so Datrise uses readable table and column names so the no-code UI stays self-explanatory.
Ideal for self-serve questions and dashboards for whole teams.
Endpoints
SFTP Bulk: Bulk file drops delivered over SFTP.
Metabase: Open-source analytics with questions, dashboards, and embedded insights.
How SFTP Bulk entities map to Metabase
| SFTP Bulk entity | Metabase object | Notes |
|---|---|---|
| files | sftp_bulk_files | id PK · custom fields → flattened columns for the question builder |
| directories | sftp_bulk_directories | id PK · linked to sftp_bulk_files |
| rows | sftp_bulk_rows | id PK · linked to sftp_bulk_files |
| file batches | sftp_bulk_file_batches | id PK · linked to sftp_bulk_files |
FAQ
How does Datrise handle SFTP Bulk's custom fields in Metabase?
Flexible values are stored as flattened columns for the question builder, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Metabase types.
How does the SFTP Bulk to Metabase sync stay up to date?
It runs incrementally — Datrise uses incremental refresh of the connected tables.
Related pipelines
More destinations for SFTP Bulk
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