Host the Spark UI on Amazon SageMaker Studio
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This article presents a solution for hosting Apache Spark UI on Amazon SageMaker Studio, enabling users to monitor and analyze Spark applications directly from the IDE.
- Integrates Spark History Server into SageMaker Studio Jupyter Server for log analysis
- Supports logs from SageMaker Processing, AWS Glue, and Amazon EMR Spark jobs
- Provides sm-spark-cli utility for managing Spark History Server from terminal
- Manual installation via shell scripts takes few seconds to complete
- IT admins can automate deployment across domain using lifecycle configurations
- Uninstall scripts available for manual or automatic removal
This solution streamlines Spark monitoring for ML and data engineering teams, eliminating need for separate monitoring tools and standardizing provisioning across organizations.
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