conda-forge / packages / great-expectations 0.8.1

Always know what to expect from your data.

Installers

Info: This package contains files in non-standard labels.

conda install

  • linux-64  v0.8.1
  • win-32  v0.4.1
  • noarch  v0.7.11
  • win-64  v0.8.1
  • osx-64  v0.8.1
To install this package with conda run one of the following:
conda install -c conda-forge great-expectations
conda install -c conda-forge/label/gcc7 great-expectations
conda install -c conda-forge/label/cf201901 great-expectations

Description

Great Expectations helps teams save time and promote analytic integrity by offering a unique approach to automated testing: pipeline tests. Pipeline tests are applied to data (instead of code) and at batch time (instead of compile or deploy time). Pipeline tests are like unit tests for datasets: they help you guard against upstream data changes and monitor data quality.

Software developers have long known that automated testing is essential for managing complex codebases. Great Expectations brings the same discipline, confidence, and acceleration to data science and engineering teams.

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