Skip to content

Figure.add_image slows down massively as more images are added #982

@Archer6621

Description

@Archer6621

Perhaps I'm using the API wrongly, but what I am trying to do is to do some kind of object pooling, having many image graphics pre-initialized since I need to use them as some sort of dynamic thumbnails that show up as the user pans and zooms around, as it is much quicker to just set the data and position on the fly compared to adding a new image graphic, and I will have many of these responding to user interaction, so it needs to be responsive.

I noticed however that as I am initializing more images in the figure, the amount of time it takes to add a new image graphic increases a lot.

I've made a minimal example using imageio and tqdm to illustrate this:

import fastplotlib as fpl
import imageio.v3 as iio
from tqdm import tqdm

img = iio.imread("imageio:astronaut.png")

figure = fpl.Figure()

for x in tqdm(range(2000)):
	figure[0, 0].add_image(img)

figure.show()

fpl.loop.run()

Over time, the iterations per second eventually drops to low single digits. This makes the pooling take very long.

This is with fastplotlib 0.6.0, CPython 3.13.5, Windows 11.

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions