为什么SIGVTALRM在time.sleep（）中没有触发？

Question

I'm trying to use SIGVTALRM to snapshot profile my Python code, but it doesn't seem to be firing inside blocking operations like time.sleep() and socket operations.

Why is that? And is there any way to address that, so I can collect samples while I'm inside blocking operations?

I've also tried using ITIMER_PROF / SIGPROF and ITIMER_REAL / SIGALRM and both seem to produce similar results.

The code I'm testing with follows, and the output is something like:

$ python profiler-test.py
<module>(__main__:1);test_sampling_profiler(__main__:53): 1
<module>(__main__:1);test_sampling_profiler(__main__:53);busyloop(__main__:48): 1509

Note that the timesleep function isn't shown at all.

Test code:

import time
import signal
import collections


class SamplingProfiler(object):
    def __init__(self, interval=0.001, logger=None):
        self.interval = interval
        self.running = False
        self.counter = collections.Counter()

    def _sample(self, signum, frame):
        if not self.running:
            return

        stack = []
        while frame is not None:
            formatted_frame = "%s(%s:%s)" %(
                frame.f_code.co_name,
                frame.f_globals.get('__name__'),
                frame.f_code.co_firstlineno,
            )
            stack.append(formatted_frame)
            frame = frame.f_back

        formatted_stack = ';'.join(reversed(stack))
        self.counter[formatted_stack] += 1
        signal.setitimer(signal.ITIMER_VIRTUAL, self.interval, 0)

    def start(self):
        if self.running:
            return
        signal.signal(signal.SIGVTALRM, self._sample)
        signal.setitimer(signal.ITIMER_VIRTUAL, self.interval, 0)
        self.running = True

    def stop(self):
        if not self.running:
            return
        self.running = False
        signal.signal(signal.SIGVTALRM, signal.SIG_IGN)

    def flush(self):
        res = self.counter
        self.counter = collections.Counter()
        return res

def busyloop():
    start = time.time()
    while time.time() - start < 5:
        pass

def timesleep():
    time.sleep(5)

def test_sampling_profiler():
    p = SamplingProfiler()
    p.start()
    busyloop()
    timesleep()
    p.stop()
    print "\n".join("%s: %s" %x for x in sorted(p.flush().items()))

if __name__ == "__main__":
    test_sampling_profiler()

Answer 1

不知道为什么time.sleep会以这种方式工作（它可以使用SIGALRM来知道何时恢复吗？）但是Popen.wait不会阻止信号，所以最糟糕的情况是你可以调用OS睡眠。

Answer 2

Another approach is to use a separate thread to trigger the sampling:

import sys
import threading
import time
import collections


class SamplingProfiler(object):
    def __init__(self, interval=0.001):
        self.interval = interval
        self.running = False
        self.counter = collections.Counter()
        self.thread = threading.Thread(target=self._sample)

    def _sample(self):
        while self.running:
            next_wakeup_time = time.time() + self.interval
            for thread_id, frame in sys._current_frames().items():
                if thread_id == self.thread.ident:
                    continue
                stack = []
                while frame is not None:
                    formatted_frame = "%s(%s:%s)" % (
                        frame.f_code.co_name,
                        frame.f_globals.get('__name__'),
                        frame.f_code.co_firstlineno,
                    )
                    stack.append(formatted_frame)
                    frame = frame.f_back

                formatted_stack = ';'.join(reversed(stack))
                self.counter[formatted_stack] += 1
            sleep_time = next_wakeup_time - time.time()
            if sleep_time > 0:
                time.sleep(sleep_time)

    def start(self):
        if self.running:
            return
        self.running = True
        self.thread.start()

    def stop(self):
        if not self.running:
            return
        self.running = False

    def flush(self):
        res = self.counter
        self.counter = collections.Counter()
        return res

def busyloop():
    start = time.time()
    while time.time() - start < 5:
        pass

def timesleep():
    time.sleep(5)

def test_sampling_profiler():
    p = SamplingProfiler()
    p.start()
    busyloop()
    timesleep()
    p.stop()
    print "\n".join("%s: %s" %x for x in sorted(p.flush().items()))

if __name__ == "__main__":
    test_sampling_profiler()

When doing it this way the result is:

$ python profiler-test.py
<module>(__main__:1);test_sampling_profiler(__main__:62);busyloop(__main__:54): 2875
<module>(__main__:1);test_sampling_profiler(__main__:62);start(__main__:37);start(threading:717);wait(threading:597);wait(threading:309): 1
<module>(__main__:1);test_sampling_profiler(__main__:62);timesleep(__main__:59): 4280

Still not totally fair, but better than no samples at all during sleep.

Answer 3

The absence of SIGVTALRM during a sleep() doesn't surprise me, since ITIMER_VIRTUAL " runs only when the process is executing. " (As an aside, CPython on non-Windows platforms implements time.sleep() in terms of select() .)

With a plain SIGALRM, however, I expect a signal interruption and indeed I observe one:

<module>(__main__:1);test_sampling_profiler(__main__:62);busyloop(__main__:54): 4914
<module>(__main__:1);test_sampling_profiler(__main__:62);timesleep(__main__:59): 1

I changed the code somewhat, but you get the idea:

class SamplingProfiler(object):

    TimerSigs = {
        signal.ITIMER_PROF    : signal.SIGPROF,
        signal.ITIMER_REAL    : signal.SIGALRM,
        signal.ITIMER_VIRTUAL : signal.SIGVTALRM,
    }

    def __init__(self, interval=0.001, timer = signal.ITIMER_REAL): # CHANGE
        self.interval = interval
        self.running = False
        self.counter = collections.Counter()
        self.timer   = timer                 # CHANGE
        self.signal  = self.TimerSigs[timer] # CHANGE
    ....