How to run IPython functions within a normal Python script

Question

I understand there are many people who are in favor of using Jupyter Notebook, powered by IPython library. I am, however, prefer to work in PyCharm and write Python script.

When I want to reduplicate codes written in Jupyter Notebook, I found sometimes they use functions from IPython. For example, this example:

    from fastai.vision.widgets import *

    cleaner = ImageClassifierCleaner(learn)
    cleaner

Here cleaner is a class that has widgets that can be displayed in Juypter Notebook. If I run the function in a Python script, then the widget will not be shown. I tried to fix it use the following codes:

    from fastai.vision.widgets import *

    cleaner = ImageClassifierCleaner(learn)
    from IPython.display import display
    display(cleaner.widget)
    plt.show()

It does not work. Any ideas? Thanks.

ps1: use print(cleaner):

<PIL.Image.Image image mode=RGBA size=227x128 at 0x7F99C4F97470>
<PIL.Image.Image image mode=RGBA size=226x128 at 0x7F99C3679898>
<fastai.vision.widgets.ImageClassifierCleaner object at 0x7f99f803ec88>

paxton4416 · Accepted Answer · 2020-10-20 22:35:44Z

2

Jupyter widgets (and the display function) use JavaScript to render the output as an HTML element within the notebook page, so you can't use those in a regular Python script. If the hang-up is that you want to be able to use PyCharm, here's how you can run a Jupyter notebook within the IDE.

answered Oct 20, 2020 at 22:35

paxton4416

5753 silver badges8 bronze badges

Sign up to request clarification or add additional context in comments.

Collectives™ on Stack Overflow

How to run IPython functions within a normal Python script

1 Answer 1

Comments

Your Answer

Hot Network Questions

Collectives™ on Stack Overflow

1 Answer 1

Comments

Your Answer

Sign up or log in

Post as a guest

Related