How Shopify Uses PySpark

The article discusses the complexities of tax compliance for U. S. merchants and details the development of Shopify's Tax Insights feature.

The article discusses the implementation of double entry transition tables at Shopify to effectively track state changes for merchants using Shopify Balance.

This article discusses the development of Seamster, a production-grade SQL modeling workflow created by Shopify to improve data reporting efficiency.

This article outlines the process of building an email experimentation pipeline from scratch, addressing the challenges faced by Shopify's data teams in conducting A/B tests for external channels.

The article discusses how to track historical state using Type 2 dimensional models in application databases, contrasting it with the traditional Type 1 dimension approach.

The article discusses the challenges and methodologies involved in categorizing products at scale on the Shopify platform, which has over 1 million business owners and billions of products.