Skip to content
New issue

Have a question about this project? # for a free GitHub account to open an issue and contact its maintainers and the community.

#

By clicking “#”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? # to your account

Jump to bottom

Performance issues with scatter plot visual on render #18

Open
kdayno opened this issue Feb 27, 2023 · 2 comments
Open

Performance issues with scatter plot visual on render #18

kdayno opened this issue Feb 27, 2023 · 2 comments
Assignees
@kdayno
Labels
bug Something isn't working

Comments

@kdayno
Copy link
Owner

kdayno commented Feb 27, 2023

  • Scatter plot visual takes over 15 seconds to load due to callbacks
@kdayno kdayno added the bug Something isn't working label Feb 27, 2023
@kdayno kdayno self-assigned this Feb 27, 2023
@kdayno
Copy link
Owner Author

kdayno commented Mar 9, 2023 •
edited
Loading

Potential fixes:

  • Set index on the dataframe to speed up the ".isin" method for conditionally filter the dataframe
  • Use dcc.Store component to store dataset client side

UPDATE: Attempted both fixes but neither resolved the issue

@kdayno
Copy link
Owner Author

kdayno commented Mar 31, 2023 •
edited
Loading

Potential fix:

  • Use memoization to cache the dataset

UPDATE:

  • This option could not be implemented because the app is a multi-page app which caused difficulty when trying to import the cache object into the home page. An issue has been created on Dash's official GitHub repo - Reference

# for free to join this conversation on GitHub. Already have an account? # to comment
Assignees

@kdayno kdayno

Labels
bug Something isn't working
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
1 participant
@kdayno