{"repo":"sodadata/soda-core","free":true,"listed":false,"github":"https://github.com/sodadata/soda-core","clone":"git clone https://github.com/sodadata/soda-core.git","description":"Data Contracts engine for the modern data stack. https://www.soda.io","language":"Python","stars":2411,"topics":["python","data-engineering","data-governance","data-monitoring","data-observability","data-profiling","data-quality","data-quality-checks","data-quality-monitoring","data-reliability"],"license":null,"category":"data-pipelines","readme_excerpt":"Soda Core — Data Contracts Engine Soda Core is a data quality and data contract verification engine. It lets you define data quality contracts in YAML and automatically validate both schema and data across your data stack. Soda Core provides the Soda Command-Line Interface (CLI) and Python API, which you can use to generate, test, publish, and verify contracts. These operations can be executed locally during development, embedded programmatically within your data pipelines (Airflow, Dagster, Prefect, etc.), or executed remotely when connected to Soda Cloud. Highlights - Define data contracts using a clean, human-readable YAML syntax - Run checks on PostgreSQL, Snowflake, BigQuery, Databricks, DuckDB, and more - Use 50+ built-in data quality checks for common and advanced validations - Integrate with Soda Cloud for centralized management and anomaly detection monitoring Setup This repository hosts the open source Soda Core packages which are installable using the Public PyPI installation flow described in Soda's documentation. Requirements To use Soda, you must have installed the following on your system. Python 3.9, 3.10, 3.11, or 3.12 To check your existing version, use the CLI command: python --version or python3 --version . If you have not already installed Python, consider using pyenv to manage multiple versions of Python in your environment. Note: While Python 3.12 is the highest officially supported version, there are no known issues preventing use of Python 3.13+. UV (","default_branch":null,"files":null,"tree":[],"storefront":"/r/sodadata","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/sodadata/soda-core/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}