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How can I create and use custom magic commands in Jupyter?

An example of an AI chatbot conversation about creating custom magic commands in Jupyter notebooks.

😀
You

How can I create and use custom magic commands in Jupyter?

MagicBuddy
MagicBuddy

You can create custom magic commands in Jupyter by defining a function and using the @magics_class decorator from the IPython library.

😀
You

Can you show me a simple example of a custom magic command?

MagicBuddy
MagicBuddy

Sure! Here's a basic example:

from IPython.core.magic import register_line_magic

@register_line_magic
def mymagic(line):
    print(f'You entered: {line}')

You can then use %mymagic your_input in a Jupyter cell.

😀
You

What if I want to create a cell magic command instead?

MagicBuddy
MagicBuddy

For cell magic, you can use the @register_cell_magic decorator. Here's an example:

from IPython.core.magic import register_cell_magic

@register_cell_magic
def mycellmagic(line, cell):
    print(f'Line: {line}')
    print(f'Cell content:
{cell}')

You can use it with %%mycellmagic at the start of a cell.

😀
You

Are there any limitations to custom magic commands?

MagicBuddy
MagicBuddy

Yes, custom magic commands can only be used within Jupyter notebooks and may have limitations based on the IPython environment.

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