DatriseAI-first ETL

NetSuite Azure Data Lake Storage

AI-first ETL from NetSuite into Azure Data Lake Storage. Governed entities, incremental sync, typed landing tables.

How Datrise loads NetSuite into Azure Data Lake Storage

Datrise syncs NetSuite's transactions, customers, items, subsidiaries, and GL activity into Azure Data Lake Storage as partitioned Parquet in ADLS Gen2 per source entity. Flexible or custom fields land in nested struct/map fields in Parquet, and timestamps such as created, updated, and status changes are typed as ISO-8601 timestamp columns.

Sync is incremental: Datrise uses writes new date partitions to the container and compacts on a schedule, so re-runs update only what changed. Hive-style partitioning by load date, readable by Synapse and Databricks. ADLS hierarchical namespace makes folder layout matter, so Datrise keeps a predictable entity/date path your Azure engines mount directly.

Ideal for Azure lakehouse storage shared across Synapse and Databricks.

Endpoints

NetSuite: Cloud ERP for finance, inventory, and operations.

Azure Data Lake Storage: ADLS Gen2 object storage for analytics workloads.

How NetSuite entities map to Azure Data Lake Storage

NetSuite entityAzure Data Lake Storage objectNotes
transactionsnetsuite_transactionsid PK · custom fields → nested struct/map fields in Parquet
customersnetsuite_customersid PK · linked to netsuite_transactions
itemsnetsuite_itemsid PK · linked to netsuite_transactions
subsidiariesnetsuite_subsidiariesid PK · linked to netsuite_transactions

FAQ

How does Datrise handle NetSuite's custom fields in Azure Data Lake Storage?

Flexible values are stored as nested struct/map fields in Parquet, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Azure Data Lake Storage types.

How does the NetSuite to Azure Data Lake Storage sync stay up to date?

It runs incrementally — Datrise uses writes new date partitions to the container and compacts on a schedule.

Related pipelines

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