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Backport PR #38803 on branch 1.2.x (BUG: avoid attribute error with pyarrow >=0.16.0 and <1.0.0) #38971

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Backport PR #38803: BUG: avoid attribute error with pyarrow >=0.16.0 and <1.0.0

@lumberbot-app lumberbot-app bot added this to the 1.2.1 milestone Jan 5, 2021
@simonjayhawkins simonjayhawkins added the Dependencies Required and optional dependencies label Jan 5, 2021
@jreback jreback merged commit 6cdb4e7 into pandas-dev:1.2.x Jan 5, 2021
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