Side by side
Amazon Managed Workflows for Apache Airflow vs Luigi
Both stand on data orchestration software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Free plan
Visit Amazon Managed Workflows for Apache Airflow Free plan APILinuxSelf-hosted+1
Luigi provides workflow plumbing for batch pipelines, with task management, a web interface, and integrations across documented systems. Its self-hosted model and Python package format make it most relevant to teams comfortable managing their own deployment.
Visit LuigiThe facts
| Amazon Managed Workflows for Apache Airflow | Luigi | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | Not published |
| Runs on | Not published | API, Linux, Self-hosted, Web |
| Lowest paid plan | Not published | Free or on request |
| Plans published | None | 1 |
| Maker | Amazon Web Services | Not published |
| Website | aws.amazon.com | github.com |
| On data orchestration software | #9 of 16 | #5 of 16 |
Amazon Managed Workflows for Apache Airflow: what it does well
Luigi: what it does well
- Manages dependencies, failures, and workflow visualization.
- Includes a web interface for task search and filtering.
- Supports Hadoop, Hive, Pig, Spark, HDFS, and databases.
- Filesystem abstractions support atomic operations.
- Apache-2.0 licensed.
What to know first
- Self-hosted deployment.
- No event triggers.
Alternatives to Amazon Managed Workflows for Apache Airflow Alternatives to Luigi The whole list