Junior — Middle
Have you ever faced difficulties working with Python and how did you solve them?
sobes.tech AI
Answer from AI
When working with Python, I often encountered issues related to dependency management and library versions. To address these, I used virtual environments (venv, virtualenv), which allowed me to isolate projects and avoid conflicts.
I also faced challenges with performance when processing large volumes of data. In such cases, I applied optimizations through the use of generators, built-in functions, and libraries such as NumPy for numerical computations.
Another common problem was errors when working with asynchronous code. To solve these, I studied asyncio, used debugging with logging and specialized tools to understand the execution order and eliminate race conditions.