apache/airflow

If your cron jobs are a mess, Airflow orchestrates complex data pipelines reliably.

githubPythonOps, analytics and automation

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REPLACES

AWS Step Functions— Serverless workflow orchestration
Prefect— Dataflow automation
Dagster— Data orchestrator for ML, analytics, and ETL
Luigi— Python module for building complex pipelines

If your cron jobs are a mess, Airflow orchestrates complex data pipelines reliably.

SYSTEM_NOMINAL

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