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    Luigi Alternatives

    Luigi is described as 'Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in'. There are more than 10 alternatives to Luigi for a variety of platforms, including Linux, SaaS, Mac, Windows and Online / Web-based. The best alternative is Apache Airflow, which is both free and Open Source. Other great apps like Luigi are StackStorm (Free, Open Source), Zenaton (Freemium), Shipyard App (Freemium) and Azkaban (Free, Open Source).

    This page was last updated May 8, 2021
    Luigi
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    • FreeOpen Source
    • Linux
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    Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow...
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    1. Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.
    2. StackStorm is a powerful open-source automation platform that wires together all of your apps, services and workflows. It’s extendable, flexible, and built with love for DevOps and ChatOps.
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    3. Zenaton is a developer tool and hosted workflow engine for writing, running and monitoring all of your background processes whether it is a single task or a long running workflow.
    4. Shipyard is a cloud-based workflow automation platform that removes complexity and increases visibility of automation efforts. It empowers Data Teams to focus on launching, monitoring, and sharing their business solutions without the need for DevOps.
      • FreeOpen Source
      • Linux
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      Azkaban is a batch workflow job scheduler created at LinkedIn to run Hadoop jobs. Azkaban resolves the ordering through job dependencies and provides an easy to use web user interface to maintain and track your workflows.


    5. CloudReactor makes it incredibly easy for engineers to deploy, orchestrate, monitor and manage data pipelines in the cloud.
    6. ProActive Workflows & Scheduling allows you to easily execute all your company jobs and business applications, monitor activity and quickly access job results.
      • FreeOpen Source
      • Mac
      • Windows
      • Linux
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      A dataflow-based python workflow framework.
    7. Metaflow is a human-friendly Python library that helps scientists and engineers build and manage real-life data science projects.
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      • FreeOpen Source
      • Linux
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      Apache Oozie Workflow Scheduler for Hadoop.
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    Showing 10 of 10 alternatives