
Worked on the aws-athena-query-federation repository to upgrade AWS Glue Jobs from V1_0 to V4_0 within both RDS and Redshift CDK stacks, aiming to enhance processing capabilities and reliability. The approach involved updating Python scripts and integrating with AWS RDS Data API and Redshift Data API to streamline data access and workflow efficiency. During validation, a compatibility issue was identified, prompting a rollback to the previous Glue Job version to maintain system stability. All changes were tracked through explicit commits, demonstrating a methodical approach to risk mitigation and traceability while leveraging AWS CDK, Python, and TypeScript.
May 2025 monthly summary for VenkatasivareddyTR/aws-athena-query-federation. Delivered an upgrade of the AWS Glue Job from V1_0 to V4_0 across the RDS and Redshift CDK stacks to enhance processing capabilities and reliability, including updates to Python scripts and integration with AWS RDS Data API and Redshift Data API. During validation, a compatibility issue was identified, necessitating a revert back to V1_0 on the RDS generic stack and Redshift stack to preserve stability. All changes are tracked via commits to ensure traceability.
May 2025 monthly summary for VenkatasivareddyTR/aws-athena-query-federation. Delivered an upgrade of the AWS Glue Job from V1_0 to V4_0 across the RDS and Redshift CDK stacks to enhance processing capabilities and reliability, including updates to Python scripts and integration with AWS RDS Data API and Redshift Data API. During validation, a compatibility issue was identified, necessitating a revert back to V1_0 on the RDS generic stack and Redshift stack to preserve stability. All changes are tracked via commits to ensure traceability.

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