There’s a secondary pro and con to this pipeline: since the code is compiled, it avoids having to specify as many dependencies in Python itself; in this package’s case, Pillow for image manipulation in Python is optional and the Python package won’t break if Pillow changes its API. The con is that compiling the Rust code into Python wheels is difficult to automate especially for multiple OS targets: fortunately, GitHub provides runner VMs for this pipeline and a little bit of back-and-forth with Opus 4.5 created a GitHub Workflow which runs the build for all target OSes on publish, so there’s no extra effort needed on my end.
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The blue noise or ‘void-and-cluster’ dither pattern avoids directional artefacts while retaining the optimal qualities of the Bayer pattern. The Bayer matrix can in fact be derived from the void-and-cluster generation algorithm itself[8].
It is a peculiarity particular to Crystal Palace that a season of such upheaval and unrest could still end up with Oliver Glasner’s side winning another trophy. Having left the pitch after last week’s first leg with supporters calling for the Austrian manager to be sacked in the morning, Maxence Lacroix and Evann Guessand made it a much more harmonious evening for Glasner and his side.