Useful Data Tips

Trino

⏱️ 8 sec read 🗄️ Data Management

What it is: Fast distributed SQL query engine (formerly PrestoSQL). Query anything—data lakes, databases, NoSQL—with standard SQL. Presto's active fork.

What It Does Best

Unified SQL interface. 50+ connectors. Query S3, Delta Lake, PostgreSQL, Kafka, Elasticsearch in one SQL query.

Active development. Fastest-moving fork of Presto. Regular releases, active community, enterprise backing.

Cloud-native. Kubernetes-ready, auto-scaling. Separate compute and storage.

Pricing

Free: Open source, Apache 2.0. Managed Trino: Starburst Enterprise (contact sales), AWS EMR, others.

When to Use It

✅ Modern data lake analytics (Iceberg, Delta, Hudi)

✅ Cross-database queries and federation

✅ Cloud data warehouse alternative

✅ Real-time analytics on streaming data

When NOT to Use It

❌ Need data storage (query engine only)

❌ Extremely complex ETL (use Spark)

❌ Small team without ops resources

Bottom line: The leading SQL engine for modern data stacks. More active than Presto, better features. Excellent for data lakes and federation. Choose Trino over Presto for new projects.

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