Amazon EMR Studio

Amazon EMR Studio is a web-based integrated development environment (IDE) for working with managed Jupyter notebooks on Amazon EMR clusters

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It supports development, visualization, and debugging in R, Python, Scala, and PySpark, with real-time collaboration features

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EMR Studio integrates with AWS IAM and IAM Identity Center for secure authentication and user management, supporting both direct and federated access

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Users can launch, connect to, and manage Amazon EMR clusters (on EC2 or EKS) directly from the Studio interface

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Notebook work is automatically backed up to Amazon S3, ensuring data persistence and recovery between sessions

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The SQL Explorer allows users to browse data catalogs, run SQL queries, and download results before using them in notebooks

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EMR Studio supports workflow integration with orchestration tools like Apache Airflow and Amazon MWAA for scheduled, parameterized notebook execution

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1. Security groups, IAM roles, and VPC subnets are used to manage network access and permissions for Studio resources and users.

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Workspaces in EMR Studio organize notebooks, cluster connections, and Git integrations, and can be shared or used individually

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Amazon EMR Studio