dbt vs R/Python for transformation

This page summarizes the projects mentioned and recommended in the original post on /r/dataengineering

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  • soda-sql

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

  • Testing and production monitoring of data is still underrated in many teams. In building and operating software systems this has become the norm. In data, there is still a lot of room for improvement. The mentioned tools are insufficient for a thorough testing and monitoring setup. That is why we created Soda with Soda SQL as our open source tool for testing data in and out of pipeline: https://github.com/sodadata/soda-sql

  • 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.

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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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