Tensorflow Data Validation (TFDV) is an open-source library that helps to understand, validate, and monitor production machine learning (ML) data at scale. Common use-cases include comparing training, evaluation and serving datasets, as well as checking for training/serving skew.
Please check the main file to see a demonstrated example of TFDV in action.