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stacktracer.py
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233 lines (195 loc) · 8.2 KB
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# -*- coding: utf-8 -*-
"""
Stack tracer for multi-threaded applications.
Copyright (C) 2017 German M. Bravo (Kronuz)
Based on code and ideas from:
[http://code.activestate.com/recipes/577334-how-to-debug-deadlocked-multi-threaded-programs/]
[https://www.nylas.com/blog/performance]
Usage:
from stacktracer import Stacktracer
tracer = Stacktracer('/tmp/stacktracer{ext}', traceback_interval=5, stats_interval=10)
tracer.start()
....
tracer.stop()
"""
from __future__ import unicode_literals
import os
import sys
import time
import atexit
import platform
import datetime
import threading
import traceback
import collections
MAIN_IDENT = threading.current_thread().ident
class Stacktracer(threading.Thread):
"""
traceback_path and stats_path can either be a directory (ending with '/')
or a full path of a pattern: '/traceback/path/{prefix}{pid}__{host}-{time}{ext}'
"""
def __init__(self,
path=None,
traceback_path=None, traceback_interval=10,
stats_path=None, stats_interval=600,
granularity=0.005,
prefix='',
traceback='html', stats=True):
self._prefix = prefix
if traceback and stats:
self._granularity = granularity
elif traceback:
self._granularity = traceback_interval
elif stats:
self._granularity = stats_interval
self._stop_requested = threading.Event()
self._started_time = None
self._threads = None
self._threads_time = None
self._threads_delta = datetime.timedelta(seconds=20)
traceback_path = traceback_path or path
self._traceback = None
if traceback and traceback_path:
self._traceback = getattr(self, 'traceback_%s' % traceback, None)
self._traceback_time = None
if traceback_path.endswith(os.sep):
self._traceback_path, self._traceback_pattern = traceback_path, "{prefix}{pid}__{host}-{time}{ext}"
else:
self._traceback_path, self._traceback_pattern = os.path.dirname(traceback_path), os.path.basename(traceback_path)
self._traceback_delta = datetime.timedelta(seconds=traceback_interval)
try:
os.makedirs(self._traceback_path)
except OSError:
pass
stats_path = stats_path or path
self._stats = None
if stats and stats_path:
self._stats = self.stats
self._stats_time = None
if stats_path.endswith(os.sep):
self._stats_path, self._stats_pattern = stats_path, "{prefix}{pid}__{host}-{time}{ext}"
else:
self._stats_path, self._stats_pattern = os.path.dirname(stats_path), os.path.basename(stats_path)
self._stats_delta = datetime.timedelta(seconds=stats_interval)
try:
os.makedirs(self._stats_path)
except OSError:
pass
self._code = []
self._stack_counts = collections.defaultdict(int)
threading.Thread.__init__(self, name="StacktracerThread")
def run(self):
while not self._stop_requested.isSet():
try:
self._stacktracer()
except Exception:
traceback.print_exc()
time.sleep(self._granularity)
def start(self):
if any(True for t in threading.enumerate() if t.name == 'StacktracerThread'):
raise RuntimeWarning("Thread already exists!")
if self._started_time is None:
self._started_time = datetime.datetime.now()
self.setDaemon(True)
super(Stacktracer, self).start()
atexit.register(self._python_exit)
else:
raise RuntimeWarning("Already tracing.")
def _python_exit(self):
self.stop(timeout=5)
def stop(self, timeout=None):
if self._started_time is None:
raise RuntimeWarning("Not tracing, cannot stop.")
else:
self._stop_requested.set()
self.join(timeout)
def _thread_name(self, ident):
if self._threads is None or self._now > self._threads_time:
self._threads_time = self._now + self._threads_delta
self._threads = {t.ident: t for t in threading.enumerate()}
thread = self._threads.get(ident)
return thread.name if thread else ""
def _stacktracer(self):
self._now = datetime.datetime.now()
traceback = False
if self._traceback and (self._traceback_time is None or self._now >= self._traceback_time):
self._traceback_time = self._now + self._traceback_delta
traceback = True
stats = False
if self._stats and (self._stats_time is None or self._now >= self._stats_time):
self._stats_time = self._now + self._stats_delta
stats = True
if traceback:
code = ["# %d" % int(time.time())]
for ident, frame in sys._current_frames().items():
if ident != self.ident:
self._sample(frame)
if traceback:
self._traceback_fn(code, ident, frame)
if traceback:
self._code = code
if self._traceback_path is not None:
filename, traceback = self._traceback()
with open(filename + '.tmp', 'w') as fout:
fout.write(traceback)
os.rename(filename + '.tmp', filename)
if stats:
if self._stats_path is not None:
filename, stats = self._stats(True)
with open(filename + '.tmp', 'w') as fout:
fout.write(stats)
os.rename(filename + '.tmp', filename)
def _get_filename(self, path, pattern, ext):
filename = os.path.join(path, pattern)
return filename.format(prefix=self._prefix, pid=os.getpid(), host=platform.node(), time=time.time(), ext=ext)
def _sample(self, frame):
stack = []
while frame is not None:
stack.append(self._format_frame(frame))
frame = frame.f_back
stack = ';'.join(reversed(stack))
self._stack_counts[stack] += 1
def _format_frame(self, frame):
return '{}({})'.format(frame.f_code.co_name, frame.f_globals.get('__name__'))
def _traceback_fn(self, code, ident, frame):
name = self._thread_name(ident)
code.append("\n# ThreadID: %s%s" % (ident, " (%s)" % name if name else ""))
for filename, lineno, name, line in traceback.extract_stack(frame):
code.append("File: \"%s\", line %d, in %s" % (filename, lineno, name))
if line:
code.append(" %s" % line.strip())
def traceback_text(self):
traceback = "\n".join(self._code)
filename = self._get_filename(self._traceback_path, self._traceback_pattern, '.txt')
return filename, traceback
def traceback_html(self):
from pygments import highlight
from pygments.lexers import PythonLexer
from pygments.formatters import HtmlFormatter
traceback = "\n".join(self._code)
filename = self._get_filename(self._traceback_path, self._traceback_pattern, '.html')
return filename, "<!--\n" + traceback + "\n\n-->" + highlight(traceback, PythonLexer(), HtmlFormatter(
full=False,
noclasses=True,
# style="native",
))
def stats(self, reset=False):
if self._started_time is None:
return ''
now = datetime.datetime.now()
elapsed = now - self._started_time
lines = [
'now {}'.format(now.strftime('%s')),
'elapsed {}'.format(elapsed),
'granularity {}'.format(self._granularity),
]
ordered_stacks = sorted(self._stack_counts.items(), key=lambda kv: kv[1], reverse=True)
lines.extend(['{} {}'.format(frame, count) for frame, count in ordered_stacks])
stats = '\n'.join(lines) + '\n'
if reset:
self.reset()
filename = self._get_filename(self._stats_path, self._stats_pattern, '.stacktracer')
return filename, stats
def reset(self):
self._started_time = datetime.datetime.now()
self._stack_counts = collections.defaultdict(int)