DatriseAI-first ETL

Teradata to PostgreSQL Integration

AI-first ETL from Teradata into PostgreSQL. Governed entities, incremental sync, typed landing tables.

How Datrise loads Teradata into PostgreSQL

Datrise syncs Teradata's tables, rows, schemas, indexes, primary indexes, and query history 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

Teradata: Teradata analytical database for enterprise workloads.

PostgreSQL: Open-source relational database with strong SQL and extensions.

How Teradata entities map to PostgreSQL

Teradata entityPostgreSQL objectNotes
tablesteradata_d_tablesid PK · custom fields → jsonb columns
rowsteradata_d_rowsid PK · linked to teradata_d_tables
schemasteradata_d_schemasid PK · linked to teradata_d_tables
indexesteradata_d_indexesid PK · linked to teradata_d_tables

FAQ

How does Datrise handle Teradata'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 Teradata 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

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