switch to using map partitions rather than map, speeds things up by minimizing dask management overhead#40
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…inimizing dask management overhead
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@stuarteberg
previously we were using bag.map but that is slow since each function call is managed by dask. by switching to map partitions, dask calls a function once per partition, which itself now calls the functions in that partition.