Use case guides
Last modified on 30-Nov-23
Use the following guides as example implementations based on how you intend to use Soda for data quality testing. For standard set up instructions, see Get started.
Soda + dbt + Airflow
Test data in a pipelineUse this guide as an example for how to set up and use Soda to test the quality of your data in an Airflow pipeline.
Soda for data migration
Test before data migrationUse this guide to set up Soda to test before and after data migration.
Self-serve Soda
Self-serve SodaUse this guide to set up Soda Cloud to enable users across your organization to serve themselves when it comes to testing data quality.
Soda + Databricks notebook
Invoke Soda in DatabricksUse this guide to invoke Soda data quality tests in a Databricks notebook.
Soda + GitHub
Test data during development
Use this guide to set up Soda to test the quality of your data during your development lifecycle in a GitHub Workflow.
Soda + automated monitoring
Automate monitoringUse this guide to set up Soda to automatically monitor data quality.
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Documentation always applies to the latest version of Soda products
Last modified on 30-Nov-23