Data Validation with Great Expectations

Day 43 of 100 Days of MLOps. Pandera enforces schemas in code; Great Expectations goes further — a suite of expectations about your data, validated on every batch, plus browsable HTML Data Docs you can share with non-engineers. Build an expectation suite, catch the poisoned batch, and generate a documented report of what your data should look like and whether it passed. Runs 100% locally on any OS.