Apache Airflow is a platform to programmatically author, schedule and monitor workflows...
Pros
- Robust workflow management
- Extensive community support
Cons
- Steep learning curve
- Requires infrastructure setup
Open-source
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Luigi is a workflow automation tool that helps in building complex pipelines of batch jobs. It simplifies the orchestration of machine learning workflows.
Apache Airflow is a platform to programmatically author, schedule and monitor workflows...
Open-source
Prefect is a workflow automation tool built for simplicity and reliability.
Free tier available, paid plans
Apache NiFi is an easy to use, powerful, and reliable system to process and distribute data. It supports powerful and scalable directed...
Apache Beam is an open-source, unified model for defining both batch and streaming data-parallel processing pipelines.
Apache Airflow is a platform to programmatically author, schedule and monitor workflows.
Open-source
Flyte is a cloud-native, distributed workflow automation platform that enables you to scale your data pipelines. It supports various programming languages and...
Free to use with paid enterprise plans
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