HiPy: Extracting High-Level Semantics from Python Code for Data Processing

Data science workloads frequently include Python code, but Python’s dynamic nature makes efficient execution hard. Traditional approaches either treat Python as a black box, missing out on optimization potential, or are limited to a narrow domain. However, a deep and efficient integration of user-de... View More