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Airflow User Survey 2023
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Demographics
How many years of experience do you have with Airflow?
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What best describes your current occupation?
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Which of the following is your company's primary cloud provider for Airflow?
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How often do you interact with Airflow?
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How many people work at your company?
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How many people at your company directly work on data?
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How many people at your company use Airflow?
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How important is Airflow to your business?
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Airflow Usage
What sort of use cases do you use Airflow for?
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How many active DAGs do you have in your largest Airflow instance?
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How many production Airflow instances do you have?
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Do you have Airflow instances dedicated to Dev, Staging environments?
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What is the maximum number of tasks you have had in a single DAG?
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How many schedulers do you have in your largest Airflow Instance?
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Do you follow security advisories and announcements at users@airflow.apache.org?
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How frequently do you upgrade Airflow environments?
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Which version of Airflow do you currently use?
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If you use Airflow 1.10.15 or older, are you considering migrating to the newest version? Why or why not.
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Do you upgrade Airflow providers separately from the core?
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What executor type do you use in your production environment?
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Have you changed executors? If so, why?
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How do you deploy Airflow?
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How advanced would you rate your DAG deployment and testing strategy?
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How do you distribute your DAGs from your developer environment to the cloud?
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Which of the following features do you use?
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Have you made any customizations to Airflow?
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(If separate fork) What primary changes do you maintain from vanilla airflow?
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Which Metadata Database do you use?
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How do you pass inputs and outputs between tasks?
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Do you process data within your Airflow workers?
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How often are you deploying new DAGs?
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How does your team handle developing Airflow DAGs?
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How do you usually interface with other services from your Airflow DAGs?
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Do you use additional tools in the ecosystem to write DAGs?
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What other tools in the data stack do you use with Airflow?
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How has your team's use cases with Airflow grown over time?
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How often are you running a backfill?
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In Airflow, which UI views are important for you?
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Community and Contribution
Are you participating in the Airflow community discussions?
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What would you like to see from the Airflow community?
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Where do you get information about Airflow releases, features, and changes?
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Do you contribute to Airflow?
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If you do not contribute - why?
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The Future of Airflow
In your opinion, what could be improved in Airflow?
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Which features would you like to see in Airflow?
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Are there other orchestration solutions you have been considering instead or in parallel to Airflow?
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How likely are you to recommend Apache Airflow?
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