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Airflow Schedule Insights Plugin

The Airflow Schedule Insights Plugin for Apache Airflow allows you to visualize DAG runs in a Gantt chart, predict future runs, and identify DAGs that won't run, providing a seamless and efficient workflow for managing your pipelines. Enhance your workflow monitoring and planning with intuitive visualizations.

Tests Status Code style: black

System Requirements

  • Airflow Versions: 2.4.0 or newer

How to Install

Add airflow-schedule-insights to your requirements.txt and restart the web server.

How to Use

  1. Navigate to Schedule Insights in the Browse tab to access the plugin:

    Menu

  2. View all DAG runs in a Gantt chart:

    Gantt Chart Logs

  3. Toggle the Show Future Runs? option to predict the next runs for your DAGs and generate a list of all the DAGs that won't run.

    Note: All event-driven DAGs (scheduled by datasets and triggers) are predicted only to their next run.

  4. Future DAGs will be highlighted in gray on the Gantt chart:

    Gantt Chart Future Runs

  5. A table of future runs will be displayed, with events ordered by their start date:

    Future Runs Table

  6. Below this, you will find a table listing all the DAGs that won't run:

    Missing Future Runs Table

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