在Python psutil中调用函数时,如何监视CPU的使用情况?
嘿,我正在学习psutil软件包,我想知道在函数进行过程中如何显示当前的CPU使用率吗?我想我需要一些线程或类似的东西,但是该怎么做呢?谢谢你的回答.
Hey I'm learning psutil package and I want to know how to display current CPU usage when function is in progress? I suppose I need some threading or something like this, but how to do it? Thank u for any answers.
import psutil
import random
def iHateThis():
tab = []
for i in range(100000):
tab.append(random.randint(1, 10000))
tab.sort()
return tab;
while(True):
currentProcess = psutil.Process()
print(currentProcess.cpu_percent(interval=1))
您可以使用threading
运行iHateThis
或使用cpu_percent()
运行函数.我选择第二个版本.我将在线程中运行cpu_percent()
.
You can use threading
to run iHateThis
or to run function with cpu_percent()
. I choose second version. I will run cpu_percent()
in thread.
因为它使用while True
,所以线程将永远运行,并且没有很好的方法来停止线程,所以我将全局可变的running
与while running
一起使用来停止该循环.
Because it uses while True
so thread would run forever and there wouldn't be nice method to stop thread so I use global variaable running
with while running
to have method to stop this loop.
import threading
import psutil
def display_cpu():
global running
running = True
currentProcess = psutil.Process()
# start loop
while running:
print(currentProcess.cpu_percent(interval=1))
def start():
global t
# create thread and start it
t = threading.Thread(target=display_cpu)
t.start()
def stop():
global running
global t
# use `running` to stop loop in thread so thread will end
running = False
# wait for thread's end
t.join()
现在我可以用它来启动和停止显示CPU的线程.因为我可能必须使用Ctrl+C
停止进程,所以它会引发错误,因此即使出现错误,我也会使用try/finally
来停止线程.
and now I can use it to start and stop thread which will display CPU. Because I may have to stop process using Ctrl+C
so it will raise error so I use try/finally
to stop thread even if there will be error.
def i_hate_this():
tab = []
for i in range(1000000):
tab.append(random.randint(1, 10000))
tab.sort()
return tab
# ---
start()
try:
result = i_hate_this()
finally: # stop thread even if I press Ctrl+C
stop()
完整代码:
Full code:
import random
import threading
import psutil
def display_cpu():
global running
running = True
currentProcess = psutil.Process()
# start loop
while running:
print(currentProcess.cpu_percent(interval=1))
def start():
global t
# create thread and start it
t = threading.Thread(target=display_cpu)
t.start()
def stop():
global running
global t
# use `running` to stop loop in thread so thread will end
running = False
# wait for thread's end
t.join()
# ---
def i_hate_this():
tab = []
for i in range(1000000):
tab.append(random.randint(1, 10000))
tab.sort()
return tab
# ---
start()
try:
result = i_hate_this()
finally: # stop thread even if I press Ctrl+C
stop()
BTW:可以将其转换为继承自Thread类的类,然后可以将变量running
隐藏在类中.
BTW: this can be converted to class which inherits from class Thread and then it can hide variable running
in class.
import psutil
import random
import threading
class DisplayCPU(threading.Thread):
def run(self):
self.running = True
currentProcess = psutil.Process()
while self.running:
print(currentProcess.cpu_percent(interval=1))
def stop(self):
self.running = False
# ----
def i_hate_this():
tab = []
for i in range(1000000):
tab.append(random.randint(1, 10000))
tab.sort()
return tab
# ---
display_cpu = DisplayCPU()
display_cpu.start()
try:
result = i_hate_this()
finally: # stop thread even when I press Ctrl+C
display_cpu.stop()
它也可以转换为上下文管理器以运行它
It could be also converted to context manager to run it as
with display_cpu():
i_hate_this()
但是我跳过了这一部分.
but I skip this part.