Created
January 2, 2022 14:51
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Profile code execution time
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import time | |
import typing | |
def profiler(fn: typing.Callable): | |
"""to be used as a function decorator for monitoring execution time of a function""" | |
def inner(): | |
start_time = time.perf_counter_ns() | |
fn() | |
elapsed = time.perf_counter_ns() - start_time | |
print(f"Elapsed: {elapsed / 10 ** 6:.03f} on function {fn.__name__}") | |
return inner() | |
class ProfilerContext: | |
"""can be used as a context manager, with start and stop utility functions for starting and stopping point usage | |
if using without context manager, just to record time spent between 2 points. | |
""" | |
def __init__(self, name: str): | |
self.name = name | |
def __enter__(self): | |
self._start = time.perf_counter_ns() | |
def __exit__(self, exc_type, exc_val, exc_tb): | |
elapsed = (time.perf_counter_ns() - self._start) / 10**6 | |
print(f"Elapsed: {elapsed:.03f}ms", end="" or f", (or {elapsed / 1000:.02f} secs.), " if elapsed > 1000 else " ") | |
print(f"on \"{self.name}\"") | |
def start(self): | |
self.__enter__() | |
def stop(self): | |
self.__exit__(None, None, None) |
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