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Title: PERF: Cache ticks and ticklabel bboxes within each draw cycle by scottshambaugh · Pull Request #31012 · matplotlib/matplotlib · GitHub

Open Graph Title: PERF: Cache ticks and ticklabel bboxes within each draw cycle by scottshambaugh · Pull Request #31012 · matplotlib/matplotlib

X Title: PERF: Cache ticks and ticklabel bboxes within each draw cycle by scottshambaugh · Pull Request #31012 · matplotlib/matplotlib

Description: PR summary Towards #5665 Currently we are calling _update_ticks() 3 times per axis every draw call, and _get_ticklabel_bboxes 2 times per axis. These calls take up about 35% of total draw time for an empty plot. We can eliminate 25% of total draw time by caching the results of these calculations every draw cycle. This introduces some state, but I think it's decently well guarded and the performance boost is definitely worth it. Before & After The circled red areas show the before & after runtime of axis._update_label_position within Axis.draw(). It runs after the cache values have been set by other functions, so we nearly completely eliminate its runtime. Before: After: Profiling script: import time import matplotlib.pyplot as plt fig, ax = plt.subplots() print("Timing...") start_time = time.perf_counter() for i in range(100): fig.canvas.draw() end_time = time.perf_counter() plt.close() print(f"Time taken: {end_time - start_time:.4f} seconds") PR checklist [n/a] "closes #0000" is in the body of the PR description to link the related issue new and changed code is tested [n/a] Plotting related features are demonstrated in an example [n/a] New Features and API Changes are noted with a directive and release note [n/a] Documentation complies with general and docstring guidelines

Open Graph Description: PR summary Towards #5665 Currently we are calling _update_ticks() 3 times per axis every draw call, and _get_ticklabel_bboxes 2 times per axis. These calls take up about 35% of total draw time for ...

X Description: PR summary Towards #5665 Currently we are calling _update_ticks() 3 times per axis every draw call, and _get_ticklabel_bboxes 2 times per axis. These calls take up about 35% of total draw time for ...

Opengraph URL: https://github.com/matplotlib/matplotlib/pull/31012

X: @github

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og:image:altPR summary Towards #5665 Currently we are calling _update_ticks() 3 times per axis every draw call, and _get_ticklabel_bboxes 2 times per axis. These calls take up about 35% of total draw time for ...
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PERF: Cache ticks and ticklabel bboxes within each draw cycle https://github.com/matplotlib/matplotlib/pull/31012/files#top
Show all changes 8 commits https://github.com/matplotlib/matplotlib/pull/31012/files
64fef47 Cache ticks each draw cycle scottshambaugh Jan 22, 2026 https://github.com/matplotlib/matplotlib/pull/31012/commits/64fef474e52213b0962e57e2b1ce917146396c27
3fe6b24 Cache ticklabel bboxes each draw cycle scottshambaugh Jan 22, 2026 https://github.com/matplotlib/matplotlib/pull/31012/commits/3fe6b24e6e2f7658ec6d96e34d8ca4e1446797bd
deada81 Cache ticks and ticklabel bboxes for 3d axes scottshambaugh Jan 22, 2026 https://github.com/matplotlib/matplotlib/pull/31012/commits/deada8128f808dc0ddcfd165f56df40af0f477d5
274b6a8 Fix tests scottshambaugh Jan 22, 2026 https://github.com/matplotlib/matplotlib/pull/31012/commits/274b6a8cefb7508ef1bf64e25b5628368b29c151
62d8bfc Extra ticks cache guard for get_tightbbox scottshambaugh Jan 22, 2026 https://github.com/matplotlib/matplotlib/pull/31012/commits/62d8bfcaa29fb3ffb2783b128aa350ade577b97a
771922a Cache ticks within get_tightbbox scottshambaugh Jan 22, 2026 https://github.com/matplotlib/matplotlib/pull/31012/commits/771922a64a5181acaf01965a8c679acf77d0a98d
123700d Same get_tightbbox cache logic for axes3d scottshambaugh Jan 22, 2026 https://github.com/matplotlib/matplotlib/pull/31012/commits/123700dd5cd7e1730a8decb530611be1e024548f
7991b9b Be explicit about _use_cache=False flag scottshambaugh Jan 22, 2026 https://github.com/matplotlib/matplotlib/pull/31012/commits/7991b9bed67bf39b930b706bd6769abefd0d11a2
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https://github.com/matplotlib/matplotlib/pull/31012/files#diff-ea1dd4bc7c3b7c0078e69e41e916d25354864e4f2fe31fd71210477f6f9f9660
Please reload this pagehttps://github.com/matplotlib/matplotlib/pull/31012/files
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