How Spotify Uses SQL
17 engineering articles about SQL from Spotify's engineering team
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Will Edwards
12 min read
Includes Code
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Pavlina Mitsou and Jonathan Warburton
7 min read
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Devon Edwards Joseph
7 min read
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Yoshnee Raveendran
10 min read
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The article discusses Spotify's approach to creating and managing high-quality dashboards at scale, emphasizing the tools and frameworks used to enhance data visualization and accessibility.
Skyler Johnson
7 min read
Has Summary
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This article discusses fleet-wide refactoring at Spotify, detailing the tools and strategies developed to manage code changes across thousands of Git repositories.
Matt Brown
25 min read
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The article discusses the application of the Poisson bootstrap algorithm in online A/B testing, emphasizing its ability to efficiently compute confidence intervals for difference-in-quantiles in la...
Spotify's new Experimentation Platform aims to enhance the way product teams conduct A/B testing and experiments.
The article discusses Spotify's journey in improving its Machine Learning infrastructure using TensorFlow Extended (TFX) and Kubeflow.
ApacheCachingDockerGoogle CloudHTMLKubernetesMachine LearningMySQLScalaSQLTensorFlowTerraformTransformerXGBoost
Josh Baer
13 min read
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The article discusses the implementation of an automated incident response infrastructure using Google Cloud Platform (GCP) and Google's GRR Rapid Response framework.
The article discusses the Bigtable Autoscaler developed by Spotify to automate cluster rightsizing in Google Cloud's Bigtable, aiming to save costs and reduce operational load.
Emilio Del Tessandoro
5 min read
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The article discusses the importance of testing in microservices, emphasizing the need for automated tests to enhance speed and confidence in code functionality.
André Schaffer
7 min read
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This article delves into Scio, a Scala API for Apache Beam and Google Cloud Dataflow, highlighting its unique features, basic concepts, and practical use cases at Spotify.
Neville Li
7 min read
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This article discusses Spotify's transition to Google Cloud and the development of Scio, a Scala API for Apache Beam, which facilitates big data processing.
Neville Li
9 min read
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The article discusses Spotify's approach to reliably exporting Cloud Pub/Sub streams to Cloud Storage, detailing the architecture and processes involved in handling over 100 billion events generate...
The article discusses Spotify's evolution in managing its machine infrastructure, detailing the transition from manual operations to automated systems that enhance efficiency and engineer satisfact...
Nic Cope
11 min read
Includes Code
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The article discusses Spotify's reliance on mature technologies for its backend architecture, emphasizing the benefits of using proven tools like PostgreSQL and DNS for service discovery.
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