AWS Big Data Blog

Category: Amazon Managed Workflows for Apache Airflow (Amazon MWAA)

The following diagram illustrates the workflow.

Orchestrating analytics jobs on Amazon EMR Notebooks using Amazon MWAA

May 2024: This post was reviewed and updated with a new dataset. In a previous post, we introduced the Amazon EMR notebook APIs, which allow you to programmatically run a notebook on Amazon EMR Studio (preview) without accessing the AWS web console. With the APIs, you can schedule running EMR notebooks with cron scripts, chain multiple notebooks, […]

The state machine transforms data using AWS Glue.

Building complex workflows with Amazon MWAA, AWS Step Functions, AWS Glue, and Amazon EMR

Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is a fully managed service that makes it easy to run open-source versions of Apache Airflow on AWS and build workflows to run your extract, transform, and load (ETL) jobs and data pipelines. You can use AWS Step Functions as a serverless function orchestrator to build scalable […]