DatriseAI-first ETL

Source Dynamodb Holistics

AI-first ETL from Source Dynamodb into Holistics. Governed entities, incremental sync, typed landing tables.

How Datrise loads Source Dynamodb into Holistics

Datrise syncs Source Dynamodb's records, events, and configuration objects into Holistics as warehouse tables modeled in Holistics. Flexible or custom fields land in flattened columns for the modeling layer, and timestamps such as created, updated, and status changes are typed as date/time dimensions.

Sync is incremental: Datrise uses incremental refresh of the modeled tables, so re-runs update only what changed. Date-partitioned facts for fast aggregates. Holistics models data as code on top of SQL, so Datrise lands stable column names to keep your models from drifting.

Ideal for as-code BI modeling on a warehouse.

Endpoints

Source Dynamodb: SaaS or API data source for analytics and warehouse sync.

Holistics: Self-service BI with modeling layers and scheduled report delivery.

How Source Dynamodb entities map to Holistics

Source Dynamodb entityHolistics objectNotes
recordssource_dynamodb_recordsid PK · custom fields → flattened columns for the modeling layer
eventssource_dynamodb_eventsdate/time dimensions events
configuration objectssource_dynamodb_configuration_objectsid PK · linked to source_dynamodb_records

FAQ

How does Datrise handle Source Dynamodb's custom fields in Holistics?

Flexible values are stored as flattened columns for the modeling layer, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Holistics types.

How does the Source Dynamodb to Holistics sync stay up to date?

It runs incrementally — Datrise uses incremental refresh of the modeled tables.

Related pipelines

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