DatriseAI-first ETL

HubSpot Operations Hub Amazon Athena

AI-first ETL from HubSpot Operations Hub into Amazon Athena. Governed entities, incremental sync, typed landing tables.

How Datrise loads HubSpot Operations Hub into Amazon Athena

Datrise syncs HubSpot Operations Hub's contacts, accounts, deals, activities, and lifecycle events into Amazon Athena as partitioned Parquet in S3 exposed as an Athena table. Flexible or custom fields land in struct/map columns in Parquet, and timestamps such as created, updated, and status changes are typed as timestamp.

Sync is incremental: Datrise uses writes new Parquet partitions and registers them in the Glue Data Catalog, so re-runs update only what changed. Hive-style partitioning by load date so Athena scans only new data. Athena bills per byte scanned and small files hurt, so Datrise compacts to right-sized Parquet rather than many tiny objects.

Ideal for serverless SQL over an S3 lake without a running warehouse.

Endpoints

HubSpot Operations Hub: CRM for SMB teams managing pipeline, contacts, and customer activity.

Amazon Athena: Serverless SQL over S3 data lake tables.

How HubSpot Operations Hub entities map to Amazon Athena

HubSpot Operations Hub entityAmazon Athena objectNotes
contactshubspot_operations_contactsid PK · custom fields → struct/map columns in Parquet
accountshubspot_operations_accountsid PK · linked to hubspot_operations_contacts
dealshubspot_operations_dealsid PK · linked to hubspot_operations_contacts
activitieshubspot_operations_activitiestimestamp events

FAQ

How does Datrise handle HubSpot Operations Hub's custom fields in Amazon Athena?

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

How does the HubSpot Operations Hub to Amazon Athena sync stay up to date?

It runs incrementally — Datrise uses writes new Parquet partitions and registers them in the Glue Data Catalog.

Related pipelines

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