Numpy/Pandas performance links
http://numba.pydata.org/ A faster alternative to Pandas isin function Pandas performance Pandas iterrows alternatives (performance issues)
Category: Performance
Python profiling links (memory and CPU)
Tools: Tracemalloc, memory_profiler, meliae (Python 2 only), Pympler Built-in modules: gc Links: Python Memory Issues: Tips and Tricks Muppy toturial Debugging with Tracemalloc Using profilers – the basics Py-spy – top-like live view… Read more »
Lazy Logging – a Performance Story
Why Lazy Logging and my solution While debugging some issue I needed to get more details about an object. Generating this information meant combining some fields, getting length of some… Read more »