Instead, it's to make the API easier/faster to use. In any case, this specific choice of importing all submodules is not to cache things up "for obvious reasons", because there is no machine performance improvements.
#RTHE ZEN OF PYTHON CODE#
Numpy is not about making short-lived programs fast. Among well known Easter eggs, Python embeds a library for displaying its famous PEP 20, called Zen of Python, which consists in 19 aphorisms giving. This program follows several of The Zen of Python principles such as: Simple is better than complex: The code doesnt introduce any unnecessary complexity, keeping it concise and easy to understand. While 0.2 seconds doesn't seem like much to people used to spending hours developing a notebook, or running some large matrix computation, I could make my program 8x faster by writing the dozen or so lines I needed to evaluate that function myself. import this The Zen of Python, by Tim Peters Beautiful is better than ugly. Most of my program's run-time was spent importing numpy. (The interpreter is the program that translates Python code into binary and executes it.) To find it, just type import this in the Python interpreter. This available in scipy, which need numpy. Tim Peters wrote a poem called The Zen of Python. (It's been a few years I forget the details.) python code Zen Of Python Python Coding Zen Of Python Background Programming Minimalist Dark Zen. This poem has served as a mini style-guide for Python coders for over a decade.
The problem apparently came after I updated ipykernel to version 6.11.0. EDIT: It turns out that it is the python interpreter that does it, not vscode. For one example, I had a command-line tool which needed to compute something related to hypergeometric distribution. The Zen of Python by Tim Peters While reading an article last week about the Long-time Pythoneer Tim Peters penned down the BDFL’s Benevolent Dictator For Life, a nickname of Python creator Guido van Rossum guiding principles for Python’s design into 20 aphorisms. Today it started citing the whole 'The Zen of Python' in the terminal window every time I run a python script in the debugger.
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