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re_data - data quality framework

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What is re_data?

re_data is an open-source data quality & observability framework for the modern data stack. 😊

Currently, re_data focuses on observing the dbt project (together with underlaying data warehouse - Postgres, BigQuery, Snowflake, Redshift).

Live demo

Check out our live demo of what re_data can do for you 😊

Demo

Getting started

Check our docs! 📓 📓

Join re_data community on Slack (we are very responsive there)

Source code

Data transformations in re_data are implemented as a dbt package if interested in source code details, check it out here!

Integrations

We support most of the main data warehouses supported by dbt. We plan to add support for Spark and Databricks (now officially supported by dbt).

Integration Status
BigQuery Supported
PostgreSQL Supported
Redshift Supported
Snowflake Supported
Apache Spark Planned
Databricks Planned

License

re_data is licensed under the MIT license. See the LICENSE file for licensing information.

Contributing

We love all contributions :heart_eyes: bigger and smaller.

Check out the current list of issues here and see if you like anything from there. Also, feel welcome to join our Slack and suggest ideas or set up a live session here.

And if you got this far and like what we are building, support us! Star https://github.com/re-data/re-data on Github :star_struck:

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