Can't show all the data points that have been tracked!

[ArkiZh]

🐛 Bug

Can't show all the data points that have been tracked!

To reproduce

from aim import Run

import random

run = Run(experiment="aim_bug")

for i in range(1000):
    value = random.normalvariate(100, 10) if i%100==0 else 0
    run.track(value, name="value", step=i)

Expected behavior

Show all the data points, but now only some of them are sampled!

Environment

• Aim Version 3.25.0
• Python version 3.11
• pip version 24.2
• OS Mac

[mihran113]

Hey @ArkiZh! Thanks for reaching out. This is done by design considering performance limitations of rendering charts on browsers for providing smooth experience.
We're showing maximum 500 randomly uniform sampled data points and it's natural that some of them didn't make it.
Can you describe what has driven you to open this issue and also the use case where all the data points are essential in the charts?