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Inspector Gadget: A Framework for Custom Monitoring and Debugging of Distributed Dataflows

机译:Inspector小工具:用于自定义监视和调试分布式数据流的框架

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We demonstrate a novel dataflow introspection framework called Inspector Gadget, which makes it easy to create custom monitoring and debugging add-ons to an existing dataflow engine such as Pig. The framework is motivated by a series of informal user interviews, which revealed that dataflow monitoring and debugging needs are both pressing and diverse. Of the 14 monitoring/debugging behaviors requested by users, we were able to implement 12 in Inspector Gadget, in just a few hundred lines of (Java) code each.
机译:我们演示了一个名为Inspector Gadget的新颖的数据流自省框架,该框架使为现有数据流引擎(例如Pig)创建自定义监视和调试附加组件变得容易。该框架受到一系列非正式用户访谈的启发,这些访谈表明,数据流监视和调试需求既紧迫又多样化。在用户请求的14种监视/调试行为中,我们能够在Inspector Gadget中实现12种,每条中只有几百行(Java)代码。

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