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| Rev | Author | Line No. | Line |
|---|---|---|---|
| 14 | pmbaty | 1 | import sys |
| 2 | import multiprocessing |
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| 3 | |||
| 4 | |||
| 5 | _current = None |
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| 6 | _total = None |
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| 7 | |||
| 8 | |||
| 9 | def _init(current, total): |
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| 10 | global _current |
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| 11 | global _total |
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| 12 | _current = current |
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| 13 | _total = total |
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| 14 | |||
| 15 | |||
| 16 | def _wrapped_func(func_and_args): |
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| 17 | func, argument, should_print_progress, filter_ = func_and_args |
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| 18 | |||
| 19 | if should_print_progress: |
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| 20 | with _current.get_lock(): |
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| 21 | _current.value += 1 |
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| 22 | sys.stdout.write('\r\t{} of {}'.format(_current.value, _total.value)) |
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| 23 | sys.stdout.flush() |
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| 24 | |||
| 25 | return func(argument, filter_) |
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| 26 | |||
| 27 | |||
| 28 | def pmap(func, iterable, processes, should_print_progress, filter_=None, *args, **kwargs): |
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| 29 | """ |
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| 30 | A parallel map function that reports on its progress. |
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| 31 | |||
| 32 | Applies `func` to every item of `iterable` and return a list of the |
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| 33 | results. If `processes` is greater than one, a process pool is used to run |
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| 34 | the functions in parallel. `should_print_progress` is a boolean value that |
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| 35 | indicates whether a string 'N of M' should be printed to indicate how many |
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| 36 | of the functions have finished being run. |
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| 37 | """ |
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| 38 | global _current |
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| 39 | global _total |
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| 40 | _current = multiprocessing.Value('i', 0) |
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| 41 | _total = multiprocessing.Value('i', len(iterable)) |
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| 42 | |||
| 43 | func_and_args = [(func, arg, should_print_progress, filter_) for arg in iterable] |
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| 44 | if processes == 1: |
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| 45 | result = list(map(_wrapped_func, func_and_args, *args, **kwargs)) |
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| 46 | else: |
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| 47 | pool = multiprocessing.Pool(initializer=_init, |
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| 48 | initargs=(_current, _total,), |
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| 49 | processes=processes) |
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| 50 | result = pool.map(_wrapped_func, func_and_args, *args, **kwargs) |
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| 51 | pool.close() |
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| 52 | pool.join() |
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| 53 | |||
| 54 | if should_print_progress: |
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| 55 | sys.stdout.write('\r') |
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| 56 | return result |