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· 제목 : The Azure Data Lakehouse Toolkit: Building and Scaling Data Lakehouses on Azure with Delta Lake, Apache Spark, Databricks, Synapse Analytics, and Snow (Paperback)
· 분류 : 외국도서 > 컴퓨터 > 데이터베이스 관리 > 일반
· ISBN : 9781484282328
· 쪽수 : 465쪽
· 출판일 : 2022-07-14
· 분류 : 외국도서 > 컴퓨터 > 데이터베이스 관리 > 일반
· ISBN : 9781484282328
· 쪽수 : 465쪽
· 출판일 : 2022-07-14
목차
Introduction
Part I. Getting Started
1. The Lakehouse Paradigm
2. Mount Lakes to Databricks
Part II. Lakehouse Platforms
3. Snowflake Data Warehouse
4. Synapse Analytics Serverless Pools
5. Databricks SQL Analytics
Part III. Apache Spark
6. PySpark
7. Extract, Load, Transform Jobs
Part IV. Delta Lake
8. Delta Schema Evolution
9. Delta Change Feed
10. Delta Clones
11. Delta Live Tables
12. Delta Sharing
Part V. Optimizing Performance
13. Dynamic Partition Pruning for Querying Star Schemas
14. Z-Ordering and Data Skipping
15. Adaptive Query Execution
16. Bloom Filter Index
17. Hyperspace
Part VI. Lakehouse Capabilities
18. Auto Loader Resource Management
19. Advanced Schema Evolution with Auto Loader
20. Python Wheels
21. Security and Controls
22. Unity Catalog
