Oct 31, 2026Oct 31, 2026 · 7 min readFast Approximate Analytics in Scala with Apache DataSketchesA practical Scala guide to distinct counts (HLL), top-K (Frequent Items) and quantiles (KLL), plus inspecting stored sketches with sketchprobe7 min read