Delta Lake: the definitive guide : modern data lakehouse architectures with data lakes
Ready to simplify the process of building data lakehouses and data pipelines at scale? In this practical guide, learn how Delta Lake is helping data engineers, data scientists, and data analysts overcome key data reliability challenges with modern data engineering and management techniques. Authors...
Gespeichert in:
| Beteiligte Personen: | , , , |
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| Weitere beteiligte Personen: | , |
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Sebastopol, CA
O'Reilly Media
2025
|
| Ausgabe: | First edition. |
| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9781098151935/?ar |
| Zusammenfassung: | Ready to simplify the process of building data lakehouses and data pipelines at scale? In this practical guide, learn how Delta Lake is helping data engineers, data scientists, and data analysts overcome key data reliability challenges with modern data engineering and management techniques. Authors Denny Lee, Tristen Wentling, Scott Haines, and Prashanth Babu (with contributions from Delta Lake maintainer R. Tyler Croy) share expert insights on all things Delta Lake--including how to run batch and streaming jobs concurrently and accelerate the usability of your data. You'll also uncover how ACID transactions bring reliability to data lakehouses at scale. This book helps you: Understand key data reliability challenges and how Delta Lake solves them Explain the critical role of Delta transaction logs as a single source of truth Learn the Delta Lake ecosystem with technologies like Apache Flink, Kafka, and Trino Architect data lakehouses with the medallion architecture Optimize Delta Lake performance with features like deletion vectors and liquid clustering. |
| Beschreibung: | Includes bibliographical references and index. - Description based on online resource; title from digital title page (viewed on November 25, 2024) |
| Umfang: | 1 Online-Ressource (383 Seiten) |
| ISBN: | 9781098151904 1098151909 |
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| spelling | Lee, Denny VerfasserIn aut Delta Lake the definitive guide : modern data lakehouse architectures with data lakes Denny Lee, Tristen Wentling, Scott Haines & Prashanth Babu ; forewords by Michael Armbrust & Dominique Brezinski First edition. Sebastopol, CA O'Reilly Media 2025 ©2025 1 Online-Ressource (383 Seiten) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Includes bibliographical references and index. - Description based on online resource; title from digital title page (viewed on November 25, 2024) Ready to simplify the process of building data lakehouses and data pipelines at scale? In this practical guide, learn how Delta Lake is helping data engineers, data scientists, and data analysts overcome key data reliability challenges with modern data engineering and management techniques. Authors Denny Lee, Tristen Wentling, Scott Haines, and Prashanth Babu (with contributions from Delta Lake maintainer R. Tyler Croy) share expert insights on all things Delta Lake--including how to run batch and streaming jobs concurrently and accelerate the usability of your data. You'll also uncover how ACID transactions bring reliability to data lakehouses at scale. This book helps you: Understand key data reliability challenges and how Delta Lake solves them Explain the critical role of Delta transaction logs as a single source of truth Learn the Delta Lake ecosystem with technologies like Apache Flink, Kafka, and Trino Architect data lakehouses with the medallion architecture Optimize Delta Lake performance with features like deletion vectors and liquid clustering. Storage area networks (Computer networks) Computer network architectures Cloud computing Réseaux de stockage (Informatique) Réseaux d'ordinateurs ; Architectures Wentling, Tristen VerfasserIn aut Haines, Scott VerfasserIn aut Babu, Prashanth VerfasserIn aut Armbrust, Michael MitwirkendeR ctb Brezinski, Dominique MitwirkendeR ctb 9781098151942 Erscheint auch als Druck-Ausgabe 9781098151942 |
| spellingShingle | Lee, Denny Wentling, Tristen Haines, Scott Babu, Prashanth Delta Lake the definitive guide : modern data lakehouse architectures with data lakes Storage area networks (Computer networks) Computer network architectures Cloud computing Réseaux de stockage (Informatique) Réseaux d'ordinateurs ; Architectures |
| title | Delta Lake the definitive guide : modern data lakehouse architectures with data lakes |
| title_auth | Delta Lake the definitive guide : modern data lakehouse architectures with data lakes |
| title_exact_search | Delta Lake the definitive guide : modern data lakehouse architectures with data lakes |
| title_full | Delta Lake the definitive guide : modern data lakehouse architectures with data lakes Denny Lee, Tristen Wentling, Scott Haines & Prashanth Babu ; forewords by Michael Armbrust & Dominique Brezinski |
| title_fullStr | Delta Lake the definitive guide : modern data lakehouse architectures with data lakes Denny Lee, Tristen Wentling, Scott Haines & Prashanth Babu ; forewords by Michael Armbrust & Dominique Brezinski |
| title_full_unstemmed | Delta Lake the definitive guide : modern data lakehouse architectures with data lakes Denny Lee, Tristen Wentling, Scott Haines & Prashanth Babu ; forewords by Michael Armbrust & Dominique Brezinski |
| title_short | Delta Lake |
| title_sort | delta lake the definitive guide modern data lakehouse architectures with data lakes |
| title_sub | the definitive guide : modern data lakehouse architectures with data lakes |
| topic | Storage area networks (Computer networks) Computer network architectures Cloud computing Réseaux de stockage (Informatique) Réseaux d'ordinateurs ; Architectures |
| topic_facet | Storage area networks (Computer networks) Computer network architectures Cloud computing Réseaux de stockage (Informatique) Réseaux d'ordinateurs ; Architectures |
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