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Apache Airflow 架构和概念
1. 面试官:请解释Apache Airflow的核心架构及其各个组件的作用。
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2. 面试官:描述Airflow中的DAG(Directed Acyclic Graph)是什么,以及它在调度器和执行器中的作用。
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3. 面试官:谈谈Airflow中的任务实例、运行器(Executor)和作业(Job)之间的关系。
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4. 面试官:Exploring the concept of Airflow Operators and how they facilitate task execution within the Airflow framework.
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5. 面试官:Discussing the role of Airflow Sensors in managing dependencies and triggering tasks based on external conditions.
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6. 面试官:How does Airflow handle task scheduling, concurrency, and the allocation of resources within the Airflow environment?
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7. 面试官:Analyzing the role of Airflow in managing and monitoring data workflows, ensuring data integrity and consistency across tasks.
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8. 面试官:Exploring the security considerations and best practices for implementing Apache Airflow in a production environment.
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9. 面试官:Discussing the scalability and performance optimization techniques for Apache Airflow clusters in the context of big data processing.
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10. 面试官:What are the key challenges and limitations faced when using Apache Airflow for complex data orchestration and workflow management tasks?
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