Python data-testing

Open-source Python projects categorized as data-testing

Top 4 Python data-testing Projects

  • soda-core

    :zap: Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io

  • piperider

    Code review for data in dbt

    Project mention: Show HN: PipeRider – open-source Data Impact Analysis for dbt changes | news.ycombinator.com | 2023-09-06
  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • soda-spark

    Soda Spark is a PySpark library that helps you with testing your data in Spark Dataframes

  • data_check

    data and pipeline testing with and for SQL

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 2023-09-06.

Python data-testing related posts

Index

What are some of the best open-source data-testing projects in Python? This list will help you:

Project Stars
1 soda-core 1,724
2 piperider 467
3 soda-spark 60
4 data_check 4
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