Data Testing Tools, Pytest vs Great Expectations vs Soda vs Deequ

This page summarizes the projects mentioned and recommended in the original post on /r/dataengineering
data-testing data-monitoring data-quality data-quality-monitoring data-unit-tests

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  • soda-sql

    Discontinued Data profiling, testing, and monitoring for SQL accessible data.

    Certainly! It’s not requested that much 😊 but please add an issue on GitHub . I would love to add at least experimental support.

  • delta-quality-testing

    Lighting Talk Data & AI Summit Europe 2020 - Data Quality Testing in the Medallion Architecture

    Github link is here: https://github.com/carter-kilgour/delta-quality-testing

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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