Enhance monitoring and debugging for AWS Glue jobs using new job observability metrics, Part 3: Visualization and trend analysis using Amazon QuickSight

This article discusses how to visualize and analyze AWS Glue job observability metrics using Amazon QuickSight, CloudWatch metric streams, and SPICE. It provides a sample AWS CDK template to set up the required resources and build interactive dashboards.

Specifically, the article covers:

• Solution overview and architecture
• Prerequisites and steps to initialize the CDK project
• Bootstrapping and deploying AWS resources using the CDK template
• Configuring QuickSight permissions and exploring the default analysis
• Visualizing AWS Glue job metrics in QuickSight dashboards
• Analyzing trends and optimizing AWS Glue job performance
• Cleanup steps to remove deployed resources
• Considerations for using QuickSight integration

The article concludes that by connecting AWS Glue observability metrics to QuickSight, users can uncover patterns, analyze trends, and optimize AWS Glue usage based on data-driven insights from interactive visualizations and reports.