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@nitish6174
Created July 29, 2021 10:37
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"""
Module containing utility functions to time code snippets.
"""
import contextlib
import time
@contextlib.contextmanager
def timelogger(msg_prefix:str='Executed in : ', msg_suffix:str='s', logger=print):
"""
Context manager for measuring the execution time for any code block.
Decorators are a convenient way to time functions but to time only few
lines inside the function body, this context manager can be used.
It will time the code inside the `with` block using this context manager.
It will log the formatted message immediately after `with` block ends.
This context manager provides following flexibility:
- display message can be easily customized.
- any logger function can be passed.
:param str msg_prefix: Text to be displayed left of execution time.
:param str msg_suffix: Text to be displayed right of execution time.
:param logger: Pointer to function with which you want to log the
formatted message immediately after the context block. e.g.: print
>>> with timelogger('Squares computed in : '): # doctest: +ELLIPSIS
... count = 100000
... sq = [x*x for x in range(count)]
Squares computed in : ...s
>>> with timelogger(msg_suffix='sec', logger=print): # doctest: +ELLIPSIS
... count = 100000
... sq = [x*x*x for x in range(count)]
Executed in : ...sec
>>> with timelogger(): # doctest: +ELLIPSIS
... res = 5 + '4'
Traceback (most recent call last):
...
res = 5 + '4'
TypeError: unsupported operand type(s) for +: 'int' and 'str'
"""
start_time = time.perf_counter()
try:
yield
finally:
end_time = time.perf_counter()
execution_time = end_time - start_time
logger('{}{}{}'.format(msg_prefix, execution_time, msg_suffix))
class TimeLogger:
"""
Context manager for measuring the execution time for any code block.
Decorators are a convenient way to time functions but to time only few
lines inside the function body, this context manager can be used.
It will time the code inside the `with` block using this context manager.
Unless logger is set to None, it will log the formatted message
immediately after `with` block ends.
This class provides following flexibility:
- display message can be easily customized.
- any logger function can be passed.
- the context manager instance can be used to access the attributes later.
- can control whether the logging should happen or not immediately after `with` block.
>>> with TimeLogger('Squares computed in : '): # doctest: +ELLIPSIS
... count = 100000
... sq = [x*x for x in range(count)]
Squares computed in : ...s
>>> with TimeLogger(logger=None) as tl:
... count = 100000
... sq = [x*x*x for x in range(count)]
>>> print(tl.get_msg()) # doctest: +ELLIPSIS
Executed in : ...s
>>> print('Time taken :', tl.execution_time, 'sec') # doctest: +ELLIPSIS
Time taken : ... sec
>>> with TimeLogger(): # doctest: +ELLIPSIS
... res = 5 + '4'
Traceback (most recent call last):
...
res = 5 + '4'
TypeError: unsupported operand type(s) for +: 'int' and 'str'
"""
def __init__(self, msg_prefix:str='Executed in : ', msg_suffix:str='s', logger=print):
"""
:param str msg_prefix: Text to be displayed left of execution time.
:param str msg_suffix: Text to be displayed right of execution time.
:param logger: Pointer to function with which you want to log the
formatted message immediately after the context block. e.g.: print
If None, won't log anything after the function (this is handy when
you want to time the snippet but log it at a later point using
the context variable)
"""
self._msg_prefix = msg_prefix
self._msg_suffix = msg_suffix
self._logger = logger
def __enter__(self):
"""
Function which will run at end of context block.
Captures the time which will be used to compute the execution time.
"""
self._start_time = time.perf_counter()
return self
def __exit__(self, *args):
"""
Function which will run at end of context block.
Computes the time spent in the context block and logs the formatted
message unless logger is set to None.
"""
self._end_time = time.perf_counter()
self.execution_time = self._end_time - self._start_time
if self._logger is not None:
self._logger(self.get_msg())
def get_msg(self) -> str:
"""
Returns the formatted string to be logged.
Concatenates the following: msg_prefix, execution_time, msg_suffix
"""
return '{}{}{}'.format(self._msg_prefix, self.execution_time, self._msg_suffix)
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