|
| 1 | +from statistics import mean, stdev |
| 2 | +from time import time |
| 3 | + |
| 4 | +__all__ = 'Timer', |
| 5 | + |
| 6 | + |
| 7 | +class TimerResult: |
| 8 | + def __init__(self, name=None, verbose=True): |
| 9 | + self._name = name |
| 10 | + self.verbose = verbose |
| 11 | + self.finish = None |
| 12 | + self.start = time() |
| 13 | + |
| 14 | + def capture(self): |
| 15 | + self.finish = time() |
| 16 | + |
| 17 | + def elapsed(self): |
| 18 | + if self.finish: |
| 19 | + return self.finish - self.start |
| 20 | + else: |
| 21 | + return -1 |
| 22 | + |
| 23 | + def str(self, dp=3): |
| 24 | + if self._name: |
| 25 | + return '{}: {:0.{dp}f}s elapsed'.format(self._name, self.elapsed(), dp=dp) |
| 26 | + else: |
| 27 | + return '{:0.{dp}f}s elapsed'.format(self.elapsed(), dp=dp) |
| 28 | + |
| 29 | + def __str__(self): |
| 30 | + return self.str() |
| 31 | + |
| 32 | + |
| 33 | +_SUMMARY_TEMPLATE = '{count} times: mean={mean:0.{dp}f}s stdev={stddev:0.{dp}f}s min={min:0.{dp}f}s max={max:0.{dp}f}s' |
| 34 | + |
| 35 | + |
| 36 | +class Timer: |
| 37 | + def __init__(self, name=None, verbose=True, file=None, dp=3): |
| 38 | + self.file = file |
| 39 | + self.dp = dp |
| 40 | + self._name = name |
| 41 | + self._verbose = verbose |
| 42 | + self.results = [] |
| 43 | + |
| 44 | + def __call__(self, name=None, verbose=None): |
| 45 | + if name: |
| 46 | + self._name = name |
| 47 | + if verbose is not None: |
| 48 | + self._verbose = verbose |
| 49 | + return self |
| 50 | + |
| 51 | + def start(self, name=None, verbose=None): |
| 52 | + self.results.append( |
| 53 | + TimerResult(name or self._name, self._verbose if verbose is None else verbose) |
| 54 | + ) |
| 55 | + return self |
| 56 | + |
| 57 | + def capture(self, verbose=None): |
| 58 | + r = self.results[-1] |
| 59 | + r.capture() |
| 60 | + print_ = r.verbose if verbose is None else verbose |
| 61 | + if print_: |
| 62 | + print(r.str(self.dp), file=self.file, flush=True) |
| 63 | + return r |
| 64 | + |
| 65 | + def summary(self, verbose=False): |
| 66 | + times = set() |
| 67 | + for r in self.results: |
| 68 | + if not r.finish: |
| 69 | + r.capture() |
| 70 | + if verbose: |
| 71 | + print(' {}'.format(r.str(self.dp)), file=self.file) |
| 72 | + times.add(r.elapsed()) |
| 73 | + |
| 74 | + if times: |
| 75 | + print(_SUMMARY_TEMPLATE.format( |
| 76 | + count=len(times), |
| 77 | + mean=mean(times), |
| 78 | + stddev=stdev(times) if len(times) > 1 else 0, |
| 79 | + min=min(times), |
| 80 | + max=max(times), |
| 81 | + dp=self.dp, |
| 82 | + ), file=self.file, flush=True) |
| 83 | + else: |
| 84 | + raise RuntimeError('timer not started') |
| 85 | + return times |
| 86 | + |
| 87 | + def __enter__(self): |
| 88 | + self.start() |
| 89 | + return self |
| 90 | + |
| 91 | + def __exit__(self, exc_type, exc_val, exc_tb): |
| 92 | + self.capture() |
0 commit comments