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What are the differences between IPython magic commands and Python functions?

An example of an AI chatbot conversation about IPython magic commands and Python functions.

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You

What are the differences between IPython magic commands and Python functions?

MagicBuddy
MagicBuddy

IPython magic commands are special commands prefixed with % or %% that provide enhanced functionality in IPython environments, while Python functions are standard blocks of reusable code defined using the def keyword.

😀
You

Can you give me examples of both?

MagicBuddy
MagicBuddy

Sure! An example of a magic command is %timeit, which measures execution time, while a Python function could be def add(a, b): return a + b.

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You

When should I use magic commands instead of regular functions?

MagicBuddy
MagicBuddy

Use magic commands for quick tasks and performance measurements in an interactive environment, while use Python functions for reusable code in scripts.

😀
You

Are there any limitations to using magic commands?

MagicBuddy
MagicBuddy

Yes, magic commands are specific to IPython and may not work in standard Python scripts or other environments.

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