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Title: Fix PDF bloat for off-axis scatter with per-point colors by FazeelUsmani · Pull Request #30746 · matplotlib/matplotlib · GitHub

Open Graph Title: Fix PDF bloat for off-axis scatter with per-point colors by FazeelUsmani · Pull Request #30746 · matplotlib/matplotlib

X Title: Fix PDF bloat for off-axis scatter with per-point colors by FazeelUsmani · Pull Request #30746 · matplotlib/matplotlib

Description: Fixes #2488 PR summary Problem When using scatter() with per-point colors and then moving the axes limits so all points are off-screen, the PDF backend still writes all marker paths to the file, resulting in unnecessarily large PDFs (~400KB instead of ~7KB for 1000 points). Solution Added bounds checking in draw_path_collection (backend_pdf.py:2121-2125) to skip markers outside the visible canvas. This mirrors the existing optimization already present in draw_markers (lines 2157-2159). Implementation Check marker offsets (xo, yo) against canvas bounds (0, 0) to (width*72, height*72) Skip the output() call for out-of-bounds markers Conservative, backend-specific change (PDF only) No API changes or user-facing behavior modifications Reproduction Example import numpy as np import matplotlib.pyplot as plt x = np.random.random(1000) y = np.random.random(1000) c = np.random.random(1000) # Before fix: ~410 KB PDF # After fix: ~7-15 KB PDF plt.figure() plt.scatter(x, y, c=c) plt.xlim(20, 30) # Move all points off-axis (data is 0-1 range) plt.savefig('scatter_offaxis.pdf') Testing Added three new tests in test_backend_pdf.py: test_scatter_offaxis_colored_pdf_size test_scatter_offaxis_colored_visual test_scatter_mixed_onoff_axis PR checklist "Fixes #2488" is in the body of the PR description to [(https://docs.github.com/en/issues/tracking-your-work-with-issues/linking-a-pull-request-to-an-issue)] New and changed code is [tested](https://matplotlib.org/devdocs/devel/testing.html) [N/A] Plotting related features are demonstrated in an [example](https://matplotlib.org/devdocs/devel/document.html#write-examples-and-tutorials) [N/A] New Features and API Changes are noted with a [directive and release note](https://matplotlib.org/devdocs/devel/api_changes.html#announce-changes-deprecations-and-new-features) [N/A] Documentation complies with [general](https://matplotlib.org/devdocs/devel/document.html#write-rest-pages) and [docstring](https://matplotlib.org/devdocs/devel/document.html#write-docstrings) guidelines

Open Graph Description: Fixes #2488 PR summary Problem When using scatter() with per-point colors and then moving the axes limits so all points are off-screen, the PDF backend still writes all marker paths to the file, re...

X Description: Fixes #2488 PR summary Problem When using scatter() with per-point colors and then moving the axes limits so all points are off-screen, the PDF backend still writes all marker paths to the file, re...

Opengraph URL: https://github.com/matplotlib/matplotlib/pull/30746

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Fix PDF bloat for off-axis scatter with per-point colors https://github.com/matplotlib/matplotlib/pull/30746/files#top
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4104dd5 Fix PDF bloat for off-axis scatter with per-point colors FazeelUsmani Nov 12, 2025 https://github.com/matplotlib/matplotlib/pull/30746/commits/4104dd5aed28b1d289d08fc175e63b6b145ca124
f95d761 Skip off-canvas markers in PDF backend, accounting for marker size FazeelUsmani Nov 12, 2025 https://github.com/matplotlib/matplotlib/pull/30746/commits/f95d7611f9932a68a099ca698fe25709b07a16fd
1f3b3c3 Fix PDF bloat for off-axis scatter with per-point colors FazeelUsmani Nov 13, 2025 https://github.com/matplotlib/matplotlib/pull/30746/commits/1f3b3c344772b58a1bda0f5eac2233a83a3de19f
1c3e605 Add tests for scatter PDF optimization with colored markers FazeelUsmani Nov 13, 2025 https://github.com/matplotlib/matplotlib/pull/30746/commits/1c3e605395ef889b4fb71741eed3b65ec8c2b3a8
3ef8b23 implement hybrid approach FazeelUsmani Nov 14, 2025 https://github.com/matplotlib/matplotlib/pull/30746/commits/3ef8b23735d481881eee2023ec58f510cd5310d2
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