资源Resources
博客文章Blog posts
- Brand Safety with Spark Streaming and Delta Lake - EyeviewBrand Safety with Spark Streaming and Delta Lake from Eyeview
- Simple, Reliable Upserts and Deletes on Delta Lake Tables using Python APIs - DatabricksSimple, Reliable Upserts and Deletes on Delta Lake Tables using Python APIs from Databricks
- Diving Into Delta Lake:Unpacking The Transaction Log - DatabricksDiving Into Delta Lake: Unpacking The Transaction Log from Databricks
- Diving Into Delta Lake:Schema Enforcement & Evolution - DatabricksDiving Into Delta Lake: Schema Enforcement & Evolution from Databricks
- Introducing Delta Time Travel for Large Scale Data Lakes - DatabricksIntroducing Delta Time Travel for Large Scale Data Lakes from Databricks
- Productionizing Machine Learning with Delta Lake - DatabricksProductionizing Machine Learning with Delta Lake from Databricks
- Simplifying Streaming Stock Analysis using Delta Lake and Apache Spark - DatabricksSimplifying Streaming Stock Analysis using Delta Lake and Apache Spark from Databricks
- Parallelizing SAIGE Across Hundreds of Cores - DatabricksParallelizing SAIGE Across Hundreds of Cores from Databricks
请访问 Databricks 博客以查看关于 Delta Lake 的最新帖子。Visit Databricks blogs for the latest posts on Delta Lake.
谈话Talks
- Making Apache Spark Better with Delta Lake - DatabricksMaking Apache Spark Better with Delta Lake from Databricks
- Delta Architecture, A Step Beyond Lambda Architecture - DatabricksDelta Architecture, A Step Beyond Lambda Architecture from Databricks
- Building Data Pipelines Using Structured Streaming and Delta Lake - DatabricksBuilding Data Pipelines Using Structured Streaming and Delta Lake from Databricks
- Building Reliable Data Lakes at Scale with Delta Lake - DatabricksBuilding Reliable Data Lakes at Scale with Delta Lake from Databricks
- 此自定进度的教程托管在 Delta Lake Github 存储库上。This self-paced tutorial is hosted at the Delta Lake Github repository.
- Near Real-Time Data Warehousing with Apache Spark and Delta Lake - EventbriteNear Real-Time Data Warehousing with Apache Spark and Delta Lake from Eventbrite
- Power Your Delta Lake with Streaming Transactional Changes - StreamSetsPower Your Delta Lake with Streaming Transactional Changes from StreamSets
- Building an AI-Powered Retail Experience with Delta Lake, Spark, and Databricks - ZalandoBuilding an AI-Powered Retail Experience with Delta Lake, Spark, and Databricks from Zalando
- Driver Location Intelligence at Scale using Apache Spark, Delta Lake, and MLflow on Databricks - TomTomDriver Location Intelligence at Scale using Apache Spark, Delta Lake, and MLflow on Databricks from TomTom
示例Examples
Delta Lake Github 库具有 Scala 和 Python 示例。The Delta Lake Github repository has Scala and Python examples.
Delta Lake 事务日志规范Delta Lake transaction log specification
Delta Lake 事务日志具有定义完善的开放协议，任何系统都可以使用该协议来读取日志。The Delta Lake transaction log has a well-defined open protocol that can be used by any system to read the log. 请参阅 Delta 事务日志协议。See Delta Transaction Log Protocol.