Introducing Apache Spark Connect support in AWS Glue interactive sessions

Introducing Apache Spark Connect support in AWS Glue interactive sessions

Introducing Apache Spark Connect support in AWS Glue interactive sessions

Original URL: https://aws.amazon.com/blogs/big-data/introducing-apache-spark-connect-support-in-aws-glue-interactive-sessions/

Article Written: July 7, 2026

Added: July 30, 2026

Type: product

Summary

The article introduces Apache Spark Connect support in AWS Glue interactive sessions, enabling developers to use local Python environments while executing Spark applications on AWS Glue. This integration allows for enhanced development capabilities, such as debugging and linting, by decoupling the Spark client from the server through a lightweight gRPC protocol. The article also outlines how to connect to AWS Glue Spark Connect sessions using Amazon SageMaker Unified Studio and provides a detailed workflow for managing Spark sessions programmatically. Additionally, it discusses the benefits of serverless execution and monitoring capabilities within the Spark Live UI.

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