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Backport PR #50918 on branch 2.0.x (ENH: Optimize replace to avoid copying when not necessary) #51652

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Backport PR #50918: ENH: Optimize replace to avoid copying when not necessary

@lumberbot-app lumberbot-app bot added this to the 2.0 milestone Feb 26, 2023
@phofl phofl merged commit 3a6fd1e into pandas-dev:2.0.x Feb 26, 2023
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