Bridging Python and Rust: Building Type-Safe Data Quality Pipelines with PyO3 and JSON Schema 2020-12 #rust #python #pyo3 #jsonschema
Introduction What happens when Python's flexibility meets Rust's performance in a data engineering pipeline? Imagine processing millions of rows of data, only to discover that a critical column contains unexpected null values, duplicate records, or an incompatible data type. You could catch these problems after processing. But what if you could define quality rules before the data reaches your warehouse—and enforce those rules through a high-performance Rust engine? That's the engineering chall…