JSON File to Amazon Redshift Integration
AI-first ETL from JSON File into Amazon Redshift. Governed entities, incremental sync, typed landing tables.
How Datrise loads JSON File into Amazon Redshift
Datrise syncs JSON File's documents, nested objects, arrays, keys, file batches, and schemas into Amazon Redshift as a typed table per source entity. Flexible or custom fields land in SUPER columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMPTZ.
Sync is incremental: Datrise uses COPY from staged files, then a delete-and-insert merge on stable id, so re-runs update only what changed. A DISTKEY on the join id and a SORTKEY on the load timestamp. Redshift performance hinges on dist/sort keys, so Datrise picks them from your entity ids and sync timestamps rather than defaulting to EVEN distribution.
Ideal for AWS-native warehouses already using the Redshift ecosystem.
Endpoints
JSON File: Structured JSON documents from exports and drops.
Amazon Redshift: AWS petabyte-scale warehouse with Spectrum.
How JSON File entities map to Amazon Redshift
| JSON File entity | Amazon Redshift object | Notes |
|---|---|---|
| documents | json_file_documents | id PK · custom fields → SUPER columns |
| nested objects | json_file_nested_objects | id PK · linked to json_file_documents |
| arrays | json_file_arrays | id PK · linked to json_file_documents |
| keys | json_file_keys | id PK · linked to json_file_documents |
FAQ
How does Datrise handle JSON File's custom fields in Amazon Redshift?
Flexible values are stored as SUPER columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Amazon Redshift types.
How does the JSON File to Amazon Redshift sync stay up to date?
It runs incrementally — Datrise uses COPY from staged files, then a delete-and-insert merge on stable id.
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Early access
Connect JSON File to Amazon Redshift the easy way
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