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Title: PERF: More speedups by scottshambaugh · Pull Request #31004 · matplotlib/matplotlib · GitHub

Open Graph Title: PERF: More speedups by scottshambaugh · Pull Request #31004 · matplotlib/matplotlib

X Title: PERF: More speedups by scottshambaugh · Pull Request #31004 · matplotlib/matplotlib

Description: matplotlib: plotting with Python. Contribute to matplotlib/matplotlib development by creating an account on GitHub.

Open Graph Description: PR summary A collection of a few more speedups from profiling large 2D line, scatter, and fill_between plots. I didn't record my profiling runs for all these changes, but saw a ~40% speedup for...

X Description: PR summary A collection of a few more speedups from profiling large 2D line, scatter, and fill_between plots. I didn't record my profiling runs for all these changes, but saw a ~40% speedup...

Opengraph URL: https://github.com/matplotlib/matplotlib/pull/31004

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og:image:altPR summary A collection of a few more speedups from profiling large 2D line, scatter, and fill_between plots. I didn't record my profiling runs for all these changes, but saw a ~40% speedup for...
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Jan 20, 2026https://github.com/matplotlib/matplotlib/pull/31004#event-22174818483
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Jan 20, 2026https://github.com/matplotlib/matplotlib/pull/31004#event-22174828480
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January 21, 2026 00:39https://github.com/matplotlib/matplotlib/pull/31004#event-22175588906
https://github.com/scottshambaugh
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January 21, 2026 00:59https://github.com/matplotlib/matplotlib/pull/31004#event-22175806093
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Jan 21, 2026 https://github.com/matplotlib/matplotlib/pull/31004#pullrequestreview-3688575639
View reviewed changes https://github.com/matplotlib/matplotlib/pull/31004/files
lib/matplotlib/collections.pyhttps://github.com/matplotlib/matplotlib/pull/31004/files#diff-0563f83260b79acbd260c8f0207b01ba8182df37bf2ccd9216d9a3c6a70cbf29
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5f81d43https://github.com/matplotlib/matplotlib/commit/5f81d4335e253ae41796b45f1281d7445615c498
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January 21, 2026 18:24https://github.com/matplotlib/matplotlib/pull/31004#event-22195938511
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Jan 21, 2026 https://github.com/matplotlib/matplotlib/pull/31004#ref-issue-3839682421
Discussion: Use of masked arrays internally #31008 https://github.com/matplotlib/matplotlib/issues/31008
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Jan 23, 2026 https://github.com/matplotlib/matplotlib/pull/31004#pullrequestreview-3697534101
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February 2, 2026 15:13https://github.com/matplotlib/matplotlib/pull/31004#commits-pushed-d8471f9
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Speed up step lookup when no stephttps://github.com/matplotlib/matplotlib/pull/31004/commits/d8471f9f2fe0dc1628f53367db4d4320bd857397
d8471f9https://github.com/matplotlib/matplotlib/pull/31004/commits/d8471f9f2fe0dc1628f53367db4d4320bd857397
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Fast paths for bbox.update_from_pathhttps://github.com/matplotlib/matplotlib/pull/31004/commits/0ccb4b5b9612dfb58b5c31a7a37e6a1c2fddf8ca
0ccb4b5https://github.com/matplotlib/matplotlib/pull/31004/commits/0ccb4b5b9612dfb58b5c31a7a37e6a1c2fddf8ca
https://github.com/scottshambaugh
fill_between _make_verts speeduphttps://github.com/matplotlib/matplotlib/pull/31004/commits/46c9ceb627cef41b1dd30f6a73ff83c2faa5d406
46c9cebhttps://github.com/matplotlib/matplotlib/pull/31004/commits/46c9ceb627cef41b1dd30f6a73ff83c2faa5d406
https://github.com/scottshambaugh
Faster autoscale_viewhttps://github.com/matplotlib/matplotlib/pull/31004/commits/02078f0afe718e26c56d179d8dee93a6125d04ad
02078f0https://github.com/matplotlib/matplotlib/pull/31004/commits/02078f0afe718e26c56d179d8dee93a6125d04ad
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Apply suggestions from code reviewhttps://github.com/matplotlib/matplotlib/pull/31004/commits/00b0ab59f8a5747e98de823d47e3fa5a8b16d91a
00b0ab5https://github.com/matplotlib/matplotlib/pull/31004/commits/00b0ab59f8a5747e98de823d47e3fa5a8b16d91a
https://github.com/scottshambaugh
Simplify some array allocationshttps://github.com/matplotlib/matplotlib/pull/31004/commits/26650f8abfd27b387637116c5fc9b0dee7cbca24
26650f8https://github.com/matplotlib/matplotlib/pull/31004/commits/26650f8abfd27b387637116c5fc9b0dee7cbca24
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View reviewed changes https://github.com/matplotlib/matplotlib/pull/31004/files/26650f8abfd27b387637116c5fc9b0dee7cbca24
lib/matplotlib/collections.pyhttps://github.com/matplotlib/matplotlib/pull/31004/files/26650f8abfd27b387637116c5fc9b0dee7cbca24#diff-0563f83260b79acbd260c8f0207b01ba8182df37bf2ccd9216d9a3c6a70cbf29
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lib/matplotlib/transforms.pyhttps://github.com/matplotlib/matplotlib/pull/31004/files/26650f8abfd27b387637116c5fc9b0dee7cbca24#diff-501b7013d3efa42e08d1cc8dc7a27ee6944fcddb062cd7032249a0031bb01ff4
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Mar 6, 2026 https://github.com/matplotlib/matplotlib/pull/31004#pullrequestreview-3905723683
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Mar 6, 2026 https://github.com/matplotlib/matplotlib/pull/31004#ref-pullrequest-4032214166
PERF: Sticky edges speedup #31244 https://github.com/matplotlib/matplotlib/pull/31244
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Mar 16, 2026 https://github.com/matplotlib/matplotlib/pull/31004#ref-commit-5127937
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topic: axes https://github.com/matplotlib/matplotlib/issues?q=state%3Aopen%20label%3A%22topic%3A%20axes%22
topic: collections and mappables https://github.com/matplotlib/matplotlib/issues?q=state%3Aopen%20label%3A%22topic%3A%20collections%20and%20mappables%22
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