Updating plot in loop takes increasing amount of time

4 views (last 30 days)
When I update a plot within a loop, each iteration takes longer after a while. Is there a way to avoid the slowdown? See example below:
f = figure;
a = axes(f);
hold(a,"on")
% note: y is supposed to represent real-time data that I receive with some
% frequency. The full vector Y is not available right before plotting
y = randn(1,100000);
for jj = 1:numel(y)
tt = tic;
plot(a,jj,y(jj),'pg');
drawnow;
pause(0.02)
toc(tt)
end
I understand the x and y arguments of the plot are getting larger. Is that the cause? After 6,000 iterations, it already takes three times as long as when the loop it started. Thank you
  2 Comments
dleal
dleal on 5 May 2022
Hi Matt,
yes, I should have clarified. "y" is supposed to represent real time data that I poll with some frequency. So the full array is not available before plotting

Sign in to comment.

Accepted Answer

Walter Roberson
Walter Roberson on 6 May 2022
Use animatedline()
  1 Comment
dleal
dleal on 6 May 2022
Hi Walter, thanks! this is perfect. After 100,000 iterations, updating the animated line takes about the same for the first few updates as for the last ones. This works just great.

Sign in to comment.

More Answers (1)

Matt J
Matt J on 5 May 2022
Edited: Matt J on 5 May 2022
I understand the x and y arguments of the plot are getting larger. Is that the cause?
The arguments aren't getting larger, but the number of objects in the plot is getting larger and larger. You can reduce the overall time, though, if the graph doesn't need to be redrawn as frequently.
Maybe update in sub-chunks of y:
f = figure;
a = axes(f);
hold(a,"on")
y = randn(1,100000);
for jj = reshape( 1:numel(y),1000,[]) %<--- loop over sub-chunks of length 1000
tt = tic;
plot(a,jj,y(jj),'pg');
drawnow;
pause(0.02)
toc(tt)
end
  1 Comment
dleal
dleal on 6 May 2022
thank you Matt! I did some additional tests and verified that drawnow takes a very very long time

Sign in to comment.

Categories

Find more on Graphics Performance in Help Center and File Exchange

Tags

Products


Release

R2022a

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!