Sftp Bulk → PostgreSQL
AI-first ETL from Sftp Bulk into PostgreSQL. Governed entities, incremental sync, typed landing tables.
How Datrise loads Sftp Bulk into PostgreSQL
Datrise syncs Sftp Bulk's records, events, and configuration objects into PostgreSQL as a typed table per source entity. Flexible or custom fields land in jsonb columns, and timestamps such as created, updated, and status changes are typed as timestamptz.
Sync is incremental: Datrise uses a watermark on each entity's updated-at, applied with INSERT … ON CONFLICT DO UPDATE, so re-runs update only what changed. Optional declarative range partitioning by load date for high-volume tables. PostgreSQL folds unquoted identifiers to lowercase, so Datrise normalizes mixed-case source fields to snake_case.
Ideal for operational analytics and application backends that need fresh, queryable copies of your data.
Endpoints
Sftp Bulk: SaaS or API data source for analytics and warehouse sync.
PostgreSQL: Open-source relational database with strong SQL and extensions.
How Sftp Bulk entities map to PostgreSQL
| Sftp Bulk entity | PostgreSQL object | Notes |
|---|---|---|
| records | sftp_bulk_records | id PK · custom fields → jsonb columns |
| events | sftp_bulk_events | timestamptz events |
| configuration objects | sftp_bulk_configuration_objects | id PK · linked to sftp_bulk_records |
FAQ
How does Datrise handle Sftp Bulk's custom fields in PostgreSQL?
Flexible values are stored as jsonb columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native PostgreSQL types.
How does the Sftp Bulk to PostgreSQL sync stay up to date?
It runs incrementally — Datrise uses a watermark on each entity's updated-at, applied with INSERT … ON CONFLICT DO UPDATE.
Related pipelines
More destinations for Sftp Bulk
- Sftp Bulk → MySQL
- Sftp Bulk → Microsoft SQL Server
- Sftp Bulk → Oracle Database
- Sftp Bulk → Snowflake
- Sftp Bulk → Google BigQuery
- Sftp Bulk → Amazon Redshift
- Sftp Bulk → Databricks SQL Warehouse
- Sftp Bulk → ClickHouse
- Sftp Bulk → DuckDB
- Sftp Bulk → Amazon Athena
- Sftp Bulk → Amazon S3 Data Lake
- Sftp Bulk → Azure Data Lake Storage
Early access
Connect Sftp Bulk to PostgreSQL the easy way
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