Taming Floating-Point Statistics in Apache Parquet: IEEE 754 Total Order and NaN Counts

Column statistics are the secret to Apache Parquet’s blazing fast performance. By storing compact summaries—like min , max , and null counts—for row groups, column chunks, and pages, readers can easily skip irrelevant data that doesn’t match a query. However, floating-point values throw a wrench into this simple model.