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Great Expectations

Great Expectations

data-validation

Great Expectations architecture diagram

You can define your Expectation Suites and declaratively associate them with a Feature Group in Hopsworks, so that every time features are written to a Feature Group, the attached expectations are validated before the features are written. You can turn on and off validation of expectations for Feature Groups, making it easy to switch from development to production pipelines.