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Top 3 Python data-unit-test Projects
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soda-core
:zap: Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io
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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.
Project mention: Data Quality at Scale with Great Expectations, Spark, and Airflow on EMR | dev.to | 2023-04-24Great Expectations (GE) is an open-source data validation tool that helps ensure data quality.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2023-04-24.
Python data-unit-tests related posts
- Looking for Unit Testing framework in Database Migration Process
- Data profiling tools / approaches?
- Data QC? Great Expectations?
- Show HN: Soda Core is now GA – Test data like you would test your code
- Data Quality - Great Expectations for Data Engineers
- dbt vs R/Python for transformation
- SodaCL - preview of a new "data reliability as code" language
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A note from our sponsor - WorkOS
workos.com | 20 Apr 2024
Index
What are some of the best open-source data-unit-test projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | great_expectations | 9,440 |
| 2 | soda-core | 1,745 |
| 3 | data_check | 4 |
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