Airflow Provider Integrations (eBook, ePUB)
The Complete Guide for Developers and Engineers
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"Airflow Provider Integrations" "Airflow Provider Integrations" is an authoritative guide for architects, engineers, and data practitioners looking to master the complexities of Apache Airflow's provider ecosystem. It systematically unpacks Airflow's core concepts, with an emphasis on provider architecture, covering technical internals, provider APIs, and the nuances between plugins and providers. Readers will gain a comprehensive understanding of packaging, metadata management, connection security, and strategies for managing the full provider lifecycle, ensuring robust and future-ready orche...
"Airflow Provider Integrations" "Airflow Provider Integrations" is an authoritative guide for architects, engineers, and data practitioners looking to master the complexities of Apache Airflow's provider ecosystem. It systematically unpacks Airflow's core concepts, with an emphasis on provider architecture, covering technical internals, provider APIs, and the nuances between plugins and providers. Readers will gain a comprehensive understanding of packaging, metadata management, connection security, and strategies for managing the full provider lifecycle, ensuring robust and future-ready orchestration pipelines. The book delves into the art of developing custom providers, offering best practices for organizing projects, crafting reliable operators, hooks, and sensors, and integrating seamless authentication and secret management. Detailed chapters walk through continuous integration, package distribution, and backward-compatibility strategies, enabling readers to confidently build, test, and deploy providers at scale. Rich real-world patterns are explored for integrating with the leading public clouds-including AWS, Google Cloud, and Azure-as well as essential data platforms, streaming systems, and big data services, arming practitioners with the knowledge to orchestrate complex, multi-cloud, and hybrid workflows. Covering advanced analytics, ML and AI service providers, DevOps automation, and critical topics like security and compliance, the book addresses every major aspect of provider-based integrations. In-depth guidance on performance profiling, operational scaling, cost management, and incident response supports organizations running Airflow in demanding environments. Concluding with a forward-looking exploration of emerging patterns, open-source innovation, workflow optimization, and the rise of provider marketplaces, "Airflow Provider Integrations" stands as an indispensable resource for building next-generation data and workflow platforms.
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