Azure Table Storage → PostgreSQL
AI-first ETL from Azure Table Storage into PostgreSQL. Governed entities, incremental sync, typed landing tables.
How Datrise loads Azure Table Storage into PostgreSQL
Datrise syncs Azure Table Storage'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
Azure Table Storage: SaaS or API data source for analytics and warehouse sync.
PostgreSQL: Open-source relational database with strong SQL and extensions.
How Azure Table Storage entities map to PostgreSQL
| Azure Table Storage entity | PostgreSQL object | Notes |
|---|---|---|
| records | azure_table_storage_records | id PK · custom fields → jsonb columns |
| events | azure_table_storage_events | timestamptz events |
| configuration objects | azure_table_storage_configuration_objects | id PK · linked to azure_table_storage_records |
FAQ
How does Datrise handle Azure Table Storage'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 Azure Table Storage 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 Azure Table Storage
- Azure Table Storage → MySQL
- Azure Table Storage → Microsoft SQL Server
- Azure Table Storage → Oracle Database
- Azure Table Storage → Snowflake
- Azure Table Storage → Google BigQuery
- Azure Table Storage → Amazon Redshift
- Azure Table Storage → Databricks SQL Warehouse
- Azure Table Storage → ClickHouse
- Azure Table Storage → DuckDB
- Azure Table Storage → Amazon Athena
- Azure Table Storage → Amazon S3 Data Lake
- Azure Table Storage → Azure Data Lake Storage
Early access
Connect Azure Table Storage to PostgreSQL the easy way
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