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# Copyright (c) OpenMMLab. All rights reserved. | |
from time import time | |
class TimerError(Exception): | |
def __init__(self, message): | |
self.message = message | |
super(TimerError, self).__init__(message) | |
class Timer: | |
"""A flexible Timer class. | |
:Example: | |
>>> import time | |
>>> import annotator.mmpkg.mmcv as mmcv | |
>>> with mmcv.Timer(): | |
>>> # simulate a code block that will run for 1s | |
>>> time.sleep(1) | |
1.000 | |
>>> with mmcv.Timer(print_tmpl='it takes {:.1f} seconds'): | |
>>> # simulate a code block that will run for 1s | |
>>> time.sleep(1) | |
it takes 1.0 seconds | |
>>> timer = mmcv.Timer() | |
>>> time.sleep(0.5) | |
>>> print(timer.since_start()) | |
0.500 | |
>>> time.sleep(0.5) | |
>>> print(timer.since_last_check()) | |
0.500 | |
>>> print(timer.since_start()) | |
1.000 | |
""" | |
def __init__(self, start=True, print_tmpl=None): | |
self._is_running = False | |
self.print_tmpl = print_tmpl if print_tmpl else '{:.3f}' | |
if start: | |
self.start() | |
def is_running(self): | |
"""bool: indicate whether the timer is running""" | |
return self._is_running | |
def __enter__(self): | |
self.start() | |
return self | |
def __exit__(self, type, value, traceback): | |
print(self.print_tmpl.format(self.since_last_check())) | |
self._is_running = False | |
def start(self): | |
"""Start the timer.""" | |
if not self._is_running: | |
self._t_start = time() | |
self._is_running = True | |
self._t_last = time() | |
def since_start(self): | |
"""Total time since the timer is started. | |
Returns (float): Time in seconds. | |
""" | |
if not self._is_running: | |
raise TimerError('timer is not running') | |
self._t_last = time() | |
return self._t_last - self._t_start | |
def since_last_check(self): | |
"""Time since the last checking. | |
Either :func:`since_start` or :func:`since_last_check` is a checking | |
operation. | |
Returns (float): Time in seconds. | |
""" | |
if not self._is_running: | |
raise TimerError('timer is not running') | |
dur = time() - self._t_last | |
self._t_last = time() | |
return dur | |
_g_timers = {} # global timers | |
def check_time(timer_id): | |
"""Add check points in a single line. | |
This method is suitable for running a task on a list of items. A timer will | |
be registered when the method is called for the first time. | |
:Example: | |
>>> import time | |
>>> import annotator.mmpkg.mmcv as mmcv | |
>>> for i in range(1, 6): | |
>>> # simulate a code block | |
>>> time.sleep(i) | |
>>> mmcv.check_time('task1') | |
2.000 | |
3.000 | |
4.000 | |
5.000 | |
Args: | |
timer_id (str): Timer identifier. | |
""" | |
if timer_id not in _g_timers: | |
_g_timers[timer_id] = Timer() | |
return 0 | |
else: | |
return _g_timers[timer_id].since_last_check() | |