DatriseAI-first ETL

Zapier Storage to Azure Synapse Integration

AI-first ETL from Zapier Storage into Azure Synapse. Governed entities, incremental sync, typed landing tables.

How Datrise loads Zapier Storage into Azure Synapse

Datrise syncs Zapier Storage's stored values, keys, secrets, zaps, update events, and storage buckets into Azure Synapse as a typed table per source entity. Flexible or custom fields land in NVARCHAR(MAX) JSON columns, and timestamps such as created, updated, and status changes are typed as datetime2.

Sync is incremental: Datrise uses COPY into staging, then a MERGE on stable id, so re-runs update only what changed. Hash distribution on the join id with date partitioning on facts. Synapse dedicated pools reward good hash-distribution choices, so Datrise distributes on entity ids to avoid data-movement-heavy joins.

Ideal for Azure analytics estates feeding Power BI.

Endpoints

Zapier Storage: Key-value storage used by Zapier automations.

Azure Synapse: Microsoft analytics workspace with SQL pools.

How Zapier Storage entities map to Azure Synapse

Zapier Storage entityAzure Synapse objectNotes
stored valueszapier_supported_storage_stored_valuesid PK · custom fields → NVARCHAR(MAX) JSON columns
keyszapier_supported_storage_keysid PK · linked to zapier_supported_storage_stored_values
secretszapier_supported_storage_secretsid PK · linked to zapier_supported_storage_stored_values
zapszapier_supported_storage_zapsid PK · linked to zapier_supported_storage_stored_values

FAQ

How does Datrise handle Zapier Storage's custom fields in Azure Synapse?

Flexible values are stored as NVARCHAR(MAX) JSON columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Azure Synapse types.

How does the Zapier Storage to Azure Synapse sync stay up to date?

It runs incrementally — Datrise uses COPY into staging, then a MERGE on stable id.

Related pipelines

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