Profile Python functions with zero extra code For another powerful way to do no-impact profiling, the third-party tprof library makes use of low-level hooks in Python 3.12+ to garner runtime ...

py-spy is a sampling profiler for Python programs. It lets you visualize what your Python program is spending time on without restarting the program or modifying the code in any way. py-spy is ...

In this tutorial, we build a comprehensive, hands-on understanding of DuckDB-Python by working through its features directly in code on Colab. We start with the fundamentals of connection management ...

Overview The first alpha release of Python 3.15 showcases a great new feature: the statistical sampling profiler. With it, you can gain insight into where a Python program is spending most of its time ...

Abstract: Data Profiling and data quality management become a more significant part of data engineering, which an essential part of ensuring that the system delivers quality information to users. In ...

This repository contains source code and scripts that help reproduce our EuroSys 2024 paper titled "FLOWS: Balanced MRC Profiling for Heterogeneous Object-Size Cache." Our work aims to provide ...