~/talk

Comparing Argo Workflows and Airflow in a Distributed Environment

Talkat ArgoCon Europe 2024 · on Tuesday, 2024-03-19· at 17:00· Pavilion 7 | Level 7.3 | Room N04· [data-engineering]
slides:none on file

Compares Argo and Airflow by showing architecture, feature differences and live demos: Argo runs natively on Kubernetes with YAML manifests, a Python SDK, native S3 artifact support and cron workflows while Airflow is Python-first with many prebuilt connectors and harder Kubernetes fit; demo installs Argo, deploys Argo events, wires a GitHub webhook to trigger a coin flip workflow that creates pods and logs “heads” successfully, and shows basic metrics/exporter setup alongside a brief Airflow Python client demo.

AI-written summary · about

  1. 0:00Workflow orchestration intro
  2. 1:06Business use cases
  3. 3:38Argo Workflows features
  4. 4:42Apache Airflow architecture
  5. 6:36Argo Workflows architecture
  6. 8:24Argo vs Airflow features
  7. 10:33Monitoring both tools
  8. 11:38Demo: Argo Events & Workflows
  9. 21:50Metrics & observability setup
  10. 24:20Demo: Hera SDK for Argo
  11. 25:51Q&A
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