Luigi
6.2#28 in workflow orchestration softwareFree planFree planWebAPILinuxSelf-hosted
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| Fact | Luigi | Windmill |
|---|---|---|
| Founded | 2012 | 2022 |
| Integrations | The documentation describes task support for Hadoop, Hive, Pig, and Spark, plus HDFS and local file abstractions. | Windmill Hub lists more than 200 resource types, including Google services, GitHub, GitLab, Slack, Microsoft Teams, AWS, S3, BigQuery, ClickHouse, Datadog and Discord. |
Luigi suits developers building long-running batch pipelines in Python, including work involving Hadoop jobs, database transfers, or machine-learning algorithms. It is a fit for teams prepared to use a self-hosted package rather than a visual workflow builder.
Windmill suits teams building internal tools and workflows who want script-based or low-code development options. Its language support and self-hosting may also suit teams with established development and deployment workflows.