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apply_async
If you have a large number of files and you need to apply a function to each of them to get some outputs, then this is for you.
This provides a function called apply_async which takes in a list of filenames and a function to apply, and does the following for you:
- batches the files
- applies your function to each batch asynchronously
- controls the number of batches to process at a time, and automatically adds new batches when old ones complete
- shows a progress bar for each batch
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