Practical Livy for Distributed Data Applications: Definitive Reference for Developers and Engineers

"Practical Livy for Distributed Data Applications"

"Practical Livy for Distributed Data Applications" is an essential guide for architects, data engineers, and developers seeking to harness the power of Apache Livy as a scalable interface for managing Spark clusters in complex distributed environments. The book opens with a comprehensive exploration of Livy’s foundational role in the Spark ecosystem, demystifying its architecture, session and batch execution models, and its extensibility across multiple languages and integration approaches. Readers are equipped with clear comparisons to alternative Spark interfaces, along with a nuanced understanding of best practices—and pitfalls—for leveraging Livy in both cloud-native and hybrid data architectures.

Delving into deployment strategies, this book offers robust guidance on implementing Livy across standalone servers, YARN, Kubernetes, and public cloud platforms. Key scenarios around cluster resource management, high availability, fault tolerance, and autoscaling are addressed in depth, empowering teams to maximize efficiency and resilience at scale. The text provides practical solutions for managing dependencies, orchestrating resource allocation for multi-tenant workloads, and adopting containerized operations to meet the demands of modern data-intensive organizations.

From rigorous API integration and secure automation to session orchestration and compliance in regulated environments, "Practical Livy for Distributed Data Applications" leaves no stone unturned. Rich case studies and advanced topics—such as custom interpreter development, open source contribution, and real-world deployment stories—round out the volume. Whether automating ETL pipelines, enabling event-driven analytics, or future-proofing data platforms against new distributed paradigms, this book is the authoritative companion for building, operating, and scaling Livy-driven solutions in production.

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Rafbók: 11 juni 2025