Service improvements for Apache Spark Agents - Amazon EMR
Content that Amazon may use for service improvementContent that Amazon does not use for service improvementHow to opt out
Services or capabilities described in Amazon Web Services documentation might vary by Region. To see the differences applicable to the China Regions, see Getting Started with Amazon Web Services in China (PDF).

Service improvements for Apache Spark Agents

The Apache Spark agent for Amazon EMR may use content, for example, to help the Agent provide better responses to common questions, fix operational issues, or for debugging.

Content that Amazon may use for service improvement

  • Your natural language prompts and generated responses from the Apache Spark agents for Amazon EMR, and Amazon SageMaker Notebooks

Content that Amazon does not use for service improvement

  • Code that you write yourself for the Spark applications

  • SageMaker Notebook context and metadata

  • Data from your Data Catalog or other data sources

Only Amazon employees will have access to the data. Your trust, privacy, and the security of your Customer Content are our highest priority and ensure that our use complies with our commitments to you. For more information, see Data Privacy FAQ.

How to opt out

To opt out of data collection for the Apache Spark Agents configure an AI services opt-out policy in for Amazon SageMaker Unified Studio MCP Service. For more information, see AI services opt-out policies in the Amazon Organizations User Guide.

When you configure an AI services opt-out policy, it has the following effects:

  • Amazon will delete the data that it collected and stored for service improvement prior to your opt out (if any).

  • After you opt out, Amazon will no longer collect or store this data.

  • Amazon will no longer use your content for service improvement.