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When to use poke, reschedule, or deferrable

Your team is reviewing sensor configurations across three pipelines:

  • Pipeline A: A sensor checks for a file that usually arrives within 10 seconds of the Dag starting.
  • Pipeline B: A sensor waits for a partner data feed that arrives sometime within a 4-hour window. There are 20 similar sensors running concurrently.
  • Pipeline C: A sensor checks an API endpoint every 2 minutes and typically waits 15 minutes.

Which combination of sensor modes is the best fit?

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Building Data Pipelines with Airflow

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