A implementation of asynchronous multiprocessing with progress logging.
pip install parallel-transformtransform_list_parallel( list_to_transform, transform_func, *transform_args, verbose=True, processes=-1, min_log_frequency=1000, logger=None, log_func='info')
The elements in list_to_transform will be transformed based on the transform_func function, with the list element as the first arg, and *transform_args as the remaining args. If verbose is set to true, the progress every 5% or min_log_frequency processes will be logged, whichever is less. An optional logger can be passed; if no logger is passed, the logs will go to std out.
The order of the list_to_transform is maintained.