Azure Data Lakehouse Toolkit

Azure Data Lakehouse Toolkit

Building and Scaling Data Lakehouses on Azure with Delta Lake, Apache Spark, Databricks, Synapse Analytics, and Snowflake

L'Esteve, Ron

APress

07/2022

465

Mole

Inglês

9781484282328

15 a 20 dias

920

Descrição não disponível.

Part I: Getting Started.- Chapter 1: The Data Lakehouse Paradigm.- Part II: Data Platforms.- Chapter 2: Snowflake.- Chapter 3: Databricks.- Chapter 4: Synapse Analytics.- Part III: Apache Spark ELT.- Chapter 5: Pipelines and Jobs.- Chapter 6: Notebook Code.- Part IV: Delta Lake.-Chapter 7: Schema Evolution.- Chapter 8: Change Feed.- Chapter 9: Clones.- Chapter 10: Live Tables.- Chapter 11: Sharing.- Part V: Optimizing Performance.- Chapter 12: Dynamic Partition Pruning for Querying Star Schemas.- Chapter 13: Z-Ordering & Data Skipping.- Chapter 14: Adaptive Query Execution.- Chapter 15: ?Bloom Filter Index.- Chapter 16: Hyperspace.- Part VI: Advanced Capabilities.- Chapter 17: Auto Loader.- Chapter 18: Python Wheels.- Chapter 19: Security & Controls.

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Azure;Data Lakehouse;Delta Lake;Apache Spark;Cloud Data Engineering;Azure Data Architecture;Azure Data Platform;Azure Synapse Analytics;PySpark;Snowflake;Databricks;The Enterprise Big Data Lake;Big Data Processing;SQL Analytics;Performance Optimization