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Pandas deprecated the MultiIndex.labels in favor of MultiIndex.codes (pandas-dev/pandas#23752 In the pandas parquet/feather tests, we are now seeing warnings about this (and I assume there will be warnings as well in pyarrow tests if running on pandas master).