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Backport PR #27767: BUG: Fix windowing over read-only arrays

@lumberbot-app lumberbot-app bot added this to the 0.25.1 milestone Aug 6, 2019
@jreback jreback added the Window rolling, ewma, expanding label Aug 6, 2019
@gfyoung gfyoung merged commit 4341157 into pandas-dev:0.25.x Aug 6, 2019
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