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  • Format: ePub

"Data Pipeline Automation with Airbyte"
"Data Pipeline Automation with Airbyte" offers a comprehensive exploration of modern data integration, automation, and transformation practices through the lens of Airbyte, the leading open-source data movement platform. Beginning with the evolution of data engineering, the book dives into the challenges and requirements of today's data synchronization processes, analyzing ELT/ETL pipelines, schema evolution, and the critical factors that underpin reliable, scalable, and maintainable data infrastructure. It clearly positions Airbyte within the…mehr

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Produktbeschreibung
"Data Pipeline Automation with Airbyte"
"Data Pipeline Automation with Airbyte" offers a comprehensive exploration of modern data integration, automation, and transformation practices through the lens of Airbyte, the leading open-source data movement platform. Beginning with the evolution of data engineering, the book dives into the challenges and requirements of today's data synchronization processes, analyzing ELT/ETL pipelines, schema evolution, and the critical factors that underpin reliable, scalable, and maintainable data infrastructure. It clearly positions Airbyte within the contemporary landscape, comparing open-source and proprietary solutions, and illustrating its ecosystem through real-world analytics, machine learning, and cloud migration scenarios.
The author then delivers a deep technical tour of Airbyte's modular architecture, connector framework, orchestration capabilities, and security models. Readers will master core deployment strategies on local, cloud, and Kubernetes platforms, discover patterns for scaling and disaster recovery, and learn to fine-tune Airbyte for high availability, cost efficiency, and operational observability. Step-by-step chapters provide practical guidance for developing custom connectors, integrating robust CI/CD pipelines, and harnessing advanced features such as incremental sync and change data capture, making Airbyte extensible to virtually any source or destination.
Moving beyond the technical, the book examines end-to-end workflow automation, quality assurance, and data governance-addressing compliance, auditability, and privacy in regulated environments. Through advanced case studies, including multi-cloud, data mesh, and streaming integration, it equips readers to architect resilient, future-ready data pipelines. Concluding with a forward-looking discussion on open standards, serverless trends, and the sustainable future of automated data engineering, "Data Pipeline Automation with Airbyte" is an essential resource for data engineers, architects, and platform teams driving transformative business insights at scale.


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