Software
We've compiled a list of 6 free and paid alternatives to Apache Airflow. The primary competitors include RunDeck, Luigi. In addition to these, users also draw comparisons between Apache Airflow and Azkaban, StackStorm, Zenaton. Also you can look at other similar options here: Development Tools.
We've compiled a list of 6 free and paid alternatives to Apache Airflow. The primary competitors include RunDeck, Luigi. In addition to these, users also draw comparisons between Apache Airflow and Azkaban, StackStorm, Zenaton. Also you can look at other similar options here: Development Tools.
RunDeck is an open source automation service with a web console, command line tools and a WebAPI.
Luigi is a Python module that helps you build complex pipelines of batch jobs.
Azkaban is a batch workflow job scheduler created at LinkedIn to run Hadoop jobs.
StackStorm is a powerful open-source automation platform that wires together all of your apps...
Developer toolset for integrating third party services into their application with monitoring and...
Airflow is a platform to programmatically author, schedule and monitor workflows
Airflow is a platform to programmatically author, schedule and monitor workflows
Linux
Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.
Use Airflow to author workflows as directed acyclic graphs (DAGs) of tasks. The Airflow scheduler executes your tasks on an array of workers while following the specified dependencies. Rich command lines utilities makes performing complex surgeries on DAGs a snap. The rich user interface makes it easy to visualize pipelines running in production, monitor progress and troubleshoot issues when needed.
Principles
Dynamic: Airflow pipelines are configuration as code (Python), allowing for dynamic pipeline generation. This allows for writting code that instantiate pipelines dynamically.
Extensible: Easily define your own operators, executors and extend the library so that it fits the level of abstraction that suits your environment.
Elegant: Airflow pipelines are lean and explicit. Parameterizing your scripts is built in the core of Airflow using powerful Jinja templating engine.
Scalable: Airflow has a modular architecture and uses a message queue to talk to orchestrate an arbitrary number of workers. Airflow is ready to scale to infinity.
Workflow
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