May 2025
Intermediate to advanced
606 pages
7h 38m
Chinese
Overview
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通过这本由开源集群计算框架的创建者撰写的综合指南，了解如何使用、部署和维护 Apache Spark。作者 Bill Chambers 和 Matei Zaharia 重点介绍了 Spark 2.0 的改进和新功能，并将 Spark 主题分为多个部分，每个部分都有独特的主题。
您将探索 Spark 结构化 API 的基本操作和常见功能，以及用于构建端到端流应用程序的新高级 API——结构化流。开发人员和系统管理员将学习监控、调整和调试 Spark 的基础知识，并探索机器学习技术和使用 Spark 可扩展机器学习库 MLlib 的场景。
- 轻松了解大数据和 Spark
- 通过实例学习 DataFrames、SQL 和 Datasets（Spark 的核心 API）
- 深入探讨 Spark 的低级 API、RDD 以及 SQL 和 DataFrames 的执行
- 了解 Spark 在集群上的运行方式
- 调试、监控和调整 Spark 集群和应用程序
- 掌握结构化流处理（Structured Streaming）——Spark的流处理引擎
- 学习如何将 MLlib 应用于各种问题，包括分类或推荐
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