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NBytes estimates on pandas dataframes with strings are overly pessimistic #1787

@mrocklin

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@mrocklin

This results in Dask swapping to disk needlessly. Now that we're better at checking process-level memory we might consider relaxing our spill-to-disk mechanism based on estimated byte costs on a per-data-element basis.

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