Develop and test AWS Glue 5.0 jobs locally using a Docker container
Big Data Blog
This article provides a comprehensive guide to developing and testing AWS Glue 5.0 jobs locally using a Docker container. Key highlights include:
- AWS Glue 5.0 offers a performance-optimized Apache Spark 3.5 runtime for data integration
- An official AWS Glue Docker image is available in the Amazon ECR Public Gallery
- The Docker image includes:
- Amazon Linux 2023
- AWS Glue ETL Library
- Apache Spark 3.5.2
- Open table format libraries
- Multiple development methods are supported:
- spark-submit
- REPL shell (pyspark)
- pytest
- Visual Studio Code
The article provides detailed instructions for setting up and running AWS Glue jobs locally, including configuration of AWS credentials, pulling the Docker image, and running containers with different development approaches.
The AWS News Feed is currently looking for gold sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.
The AWS News Feed is currently looking for silver sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.