GitHub

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

Soda SQL is an open-source command-line tool. It utilizes user-defined input to prepare SQL queries that run tests on tables in a data warehouse to find invalid, missing, or unexpected data. When ...
GitHub

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

See for yourself! Follow the Quick start tutorial to see Soda SQL up and running in five minutes. This example scan.yml file defines four tests that Soda SQL runs on data in a table in a data ...
marktechpost

A Coding Implementation to Establish Rigorous Prompt Versioning and Regression Testing Workflows for Large Language Models using MLflow

In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...