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      <title>Spark Declarative Pipelines：数据管道的声明式革命</title>
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      <description>Apache Spark 4.1 引入了 Spark Declarative Pipelines（SDP），一个全新的声明式数据管道框架。作为 Spark PMC 成员，我来解读这个框架的设计哲学、核心概念，以及它如何改变数据工程的开发方式。</description>
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