Data Validation

flytekitplugins-great_expectations

Great Expectations helps enforce data quality. The plugin supports the usage of Great Expectations as task and type.

flytekitplugins-pandera

Flytekit python natively supports many data types, including a FlyteSchema type for type-annotating pandas DataFrames. The Flytekit Pandera plugin provides an alternative for defining DataFrame schemas by integrating with Pandera, a runtime data validation tool for pandas DataFrames.

flytekitplugins-whylogs

whylogs is an open source library for logging any kind of data. With whylogs,