Microsoft Azure → Amazon Athena
AI-first ETL from Microsoft Azure into Amazon Athena. Governed entities, incremental sync, typed landing tables.
How Datrise loads Microsoft Azure into Amazon Athena
Datrise syncs Microsoft Azure's records, events, and configuration objects 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
Microsoft Azure: SaaS or API data source for analytics and warehouse sync.
Amazon Athena: Serverless SQL over S3 data lake tables.
How Microsoft Azure entities map to Amazon Athena
| Microsoft Azure entity | Amazon Athena object | Notes |
|---|---|---|
| records | microsoft_azure_records | id PK · custom fields → struct/map columns in Parquet |
| events | microsoft_azure_events | timestamp events |
| configuration objects | microsoft_azure_configuration_objects | id PK · linked to microsoft_azure_records |
FAQ
How does Datrise handle Microsoft Azure'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 Microsoft Azure 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
More destinations for Microsoft Azure
- Microsoft Azure → Amazon S3 Data Lake
- Microsoft Azure → Azure Data Lake Storage
- Microsoft Azure → Azure Synapse
- Microsoft Azure → Spreadsheets
- Microsoft Azure → Airtable
- Microsoft Azure → CSV Files
- Microsoft Azure → MongoDB
- Microsoft Azure → Supabase
- Microsoft Azure → Neon
- Microsoft Azure → PlanetScale
- Microsoft Azure → Amazon DynamoDB
- Microsoft Azure → Looker
More sources for Amazon Athena
- Microsoft Dataverse → Amazon Athena
- Microsoft Sharepoint → Amazon Athena
- Microsoft Teams → Amazon Athena
- Ms Teams → Amazon Athena
- Mssql SQL Server → Amazon Athena
- My Hours → Amazon Athena
- N8n → Amazon Athena
- Nasa → Amazon Athena
- Netsuite Suite Analytics → Amazon Athena
- Netsuite Suite Analytics Legacy → Amazon Athena
- New York Times → Amazon Athena
- News API → Amazon Athena
Early access
Connect Microsoft Azure to Amazon Athena the easy way
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