SQL to Stream with S2S: An Automatic Benchmark Generator for the Java Stream API

F. Schiavio, Andrea Rosà, Walter Binder
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引用次数: 2

Abstract

The Java Stream API was introduced in Java 8, allowing developers to express computations in a functional style by defining a pipeline of data-processing operations. Despite the growing importance of this API, there is a lack of benchmarks specifically targeting stream-based applications. Instead of designing and implementing new ad-hoc workloads for the Java Stream API, we propose to automatically translate existing data-processing workloads. To this end, we present S2S, an automatic benchmark generator for the Java Stream API. S2S is a SQL query compiler that converts existing workloads designed for relational databases to stream-based code. We use S2S to generate BSS, the first benchmark suite for the Java Stream API.
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SQL to Stream with S2S: Java Stream API的自动基准测试生成器
Java流API是在Java 8中引入的,它允许开发人员通过定义数据处理操作的管道来以函数式的方式表达计算。尽管这个API越来越重要,但还缺乏专门针对基于流的应用程序的基准测试。我们建议自动转换现有的数据处理工作负载,而不是为Java流API设计和实现新的临时工作负载。为此,我们提出了S2S,一个Java流API的自动基准测试生成器。S2S是一个SQL查询编译器,它将为关系数据库设计的现有工作负载转换为基于流的代码。我们使用S2S来生成BSS,这是Java流API的第一个基准套件。
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