Google Research

Diagnosing Data Pipeline Failures Using Action Languages: A Progress Report

Alex Brik
Practical Aspects of Declarative Languages - 22nd International Symposium, PADL 2020, New Orleans, LA, USA, January 20-21, 2020, Proceedings, Springer International Publishing (to appear)
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Abstract

In this paper we describe out work on automating diagnosing failures of data processing pipelines at Google Inc. using action language Hybrid ALE. We describe Diagnostic Modeling Library - a component providing a novel abstraction layer on top of Hybrid ALE, describe the requirements and give an overview of our system.

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