2022年4月14日 · We understand the huge demand for developing and testing AWS Glue jobs where you prefer to have flexibility, a local laptop, a Docker container on Amazon Elastic Compute Cloud (Amazon EC2), and so on. You can achieve that by using AWS Glue Docker images hosted on Docker Hub or the Amazon Elastic Container Registry (Amazon ECR) Public Gallery.

AWS Glue hosts Docker images on Docker Hub to set up your development environment with additional utilities. You can use your preferred IDE, notebook, or REPL using AWS Glue ETL library. This topic describes how to develop and test AWS Glue version 4.0 jobs in a Docker container using a Docker image.

2021年11月14日 · In this post, I’ll illustrate how to create a development environment for AWS Glue 3.0 (and later versions) by building a custom docker image. Glue Base Docker Image. The Glue base images are built while referring to the official …

2023年11月7日 · In this guide, we embark on a journey to set up a local environment tailored for AWS Glue script development. Following the blueprint outlined herein will empower you to build a Docker-based...

2020年9月8日 · The AWS Glue team released the AWS Glue binaries and let you set up an environment on your desktop to test your code. We have used these libraries to create an image with all the right dependencies packaged together. The image has AWS Glue 1.0, Apache Spark, OpenJDK, Maven, Python3, the AWS Command Line Interface (AWS CLI), and boto3. We have ...

2024年1月30日 · Learn the core concepts of AWS Glue for beginners, including serverless architecture, ETL capabilities, data catalog, and more. Get started with AWS Glue training and certification to become an expert.

2024年12月19日 · AWS Glue is a fully managed ETL service that makes it simple and cost-effective to categorize our data, clean it, enrich it, and move it reliably between various data stores. AWS Glue is used to prepare data from different sources and prepare that data for analytics, machine learning, and application development.

2024年7月26日 · Running AWS Glue jobs locally using VS Code provides significant advantages for data engineering workflows. By leveraging Docker containers to replicate the AWS Glue environment, you can optimize costs, accelerate your feedback loop, …

2023年9月30日 · So, in this article, I would like to present a solution to help your team be able to leverage the cost-saving advantage of locally Glue scripts development using Docker image and set up a CI/CD...

2023年3月10日 · For Dockerizing our development environment, we'll use a Dockerfile to put all of the steps for building our docker image in the same place. The code snippet presented below shows: We start using...