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Threaded map for lists, pandas Series/DataFrames with index and progress

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maputil

Concurrent map for lists, pandas Series, and DataFrames. Preserves index and shows a progress bar.

from maputil import map2

map2(lambda x: x + 1, [10, 20, 30], concurrency=4)

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