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#/*##########################################################################
#
# The PyMca X-Ray Fluorescence Toolkit
#
# Copyright (c) 2019 European Synchrotron Radiation Facility
#
# This file is part of the PyMca X-ray Fluorescence Toolkit developed at
# the ESRF by the Software group.
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in
# all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
#
#############################################################################*/
__author__ = "Wout De Nolf"
__contact__ = "wout.de_nolf@esrf.eu"
__license__ = "MIT"
__copyright__ = "European Synchrotron Radiation Facility, Grenoble, France"
try:
import tracemalloc
import linecache
except ImportError:
tracemalloc = None
import cProfile
import pstats
try:
from StringIO import StringIO
except ImportError:
from io import StringIO
import os
import logging
from contextlib import contextmanager
logger = logging.getLogger(__name__)
def print_malloc_snapshot(snapshot, key_type='lineno', limit=10, units='KB'):
"""
:param tracemalloc.Snapshot snapshot:
:param str key_type:
:param int limit: limit number of lines
:param str units: B, KB, MB, GB
"""
n = ['b', 'kb', 'mb', 'gb'].index(units.lower())
sunits, units = units, 1024**n
snapshot = snapshot.filter_traces((
tracemalloc.Filter(False, "<frozen importlib._bootstrap>"),
tracemalloc.Filter(False, "<unknown>"),
))
top_stats = snapshot.statistics(key_type)
total = sum(stat.size for stat in top_stats)
print('================Memory profile================')
for index, stat in enumerate(top_stats, 1):
frame = stat.traceback[0]
# replace "/path/to/module/file.py" with "module/file.py"
#filename = os.sep.join(frame.filename.split(os.sep)[-2:])
filename = frame.filename
print("#%s: %s:%s: %.1f %s"
% (index, filename, frame.lineno, stat.size / units, sunits))
line = linecache.getline(frame.filename, frame.lineno).strip()
if line:
print(' %s' % line)
if index >= limit:
break
other = top_stats[index:]
if other:
size = sum(stat.size for stat in other)
print("%s other: %.1f %s" % (len(other), size / units, sunits))
print("Total allocated size: %.1f %s" % (total / units, sunits))
print('============================================')
@contextmanager
def print_malloc_context(**kwargs):
"""
:param **kwargs: see print_malloc_snapshot
"""
if tracemalloc is None:
logger.error('tracemalloc required')
return
tracemalloc.start()
yield
snapshot = tracemalloc.take_snapshot()
print_malloc_snapshot(snapshot, **kwargs)
@contextmanager
def print_time_context(restrictions=None, sortby='cumtime'):
pr = cProfile.Profile()
pr.enable()
yield
pr.disable()
s = StringIO()
ps = pstats.Stats(pr, stream=s).sort_stats(sortby)
if restrictions is None:
restrictions = (0.1,)
ps.print_stats(*restrictions)
print('================Time profile================')
print(s.getvalue())
print('============================================')
@contextmanager
def profile(memory=True, time=True, memlimit=10,
restrictions=None, sortby='cumtime'):
if not memory and not time:
yield
elif memory and time:
with print_time_context(restrictions=restrictions, sortby=sortby):
with print_malloc_context(limit=memlimit):
yield
elif memory:
with print_malloc_context(limit=memlimit):
yield
else:
with print_time_context(restrictions=restrictions, sortby=sortby):
yield
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