PyArrow, Explained: How Zero-Copy Actually Works, and Why It's Everywhere

What Apache Arrow's in-memory columnar format actually is, why the Arrow C Data Interface makes 'zero-copy' a literal description rather than a marketing word, and where PyArrow shows up across pandas, Polars, DuckDB, Spark, and beyond — with a real, reproducible benchmark.