Files
rocm-systems/source/python/omnitrace/profiler.py
T
Jonathan R. Madsen afa3edebab Python support (#37)
* Initial python support

* Add python testing

* Increase timeout for bin tests

* cmake-format

* Valid build types + testing + formatting + more

- Enforce valid build types
- Fix to numpy install
- Increase testing timeout
- Fix to cmake format glob
- Fix to backtrace verbose

* Disable stripping libraries by default

* omnitrace exe updates

- new '--print-instructions' option
- changed format of instructions in JSON
- remove no-save-fpr tests

* Default to strip libraries when release build
2022-04-05 00:24:34 -05:00

329 lines
9.7 KiB
Python

#!@PYTHON_EXECUTABLE@
# MIT License
#
# Copyright (c) 2022 Advanced Micro Devices, Inc. All Rights Reserved.
#
# 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.
from __future__ import absolute_import
__author__ = "AMD Research"
__copyright__ = "Copyright 2022, Advanced Micro Devices, Inc."
__license__ = "MIT"
__version__ = "@PROJECT_VERSION@"
__maintainer__ = "AMD Research"
__status__ = "Development"
import sys
import threading
from functools import wraps
from . import libpyomnitrace
from .libpyomnitrace.profiler import (
profiler_function as _profiler_function,
)
from .libpyomnitrace.profiler import config as _profiler_config
from .libpyomnitrace.profiler import profiler_init as _profiler_init
from .libpyomnitrace.profiler import profiler_finalize as _profiler_fini
__all__ = ["profile", "config", "Profiler", "FakeProfiler", "Config"]
#
def _default_functor():
return True
#
PY3 = sys.version_info[0] == 3
PY35 = PY3 and sys.version_info[1] >= 5
# exec (from https://bitbucket.org/gutworth/six/):
if PY3:
import builtins
exec_ = getattr(builtins, "exec")
del builtins
else:
def exec_(_code_, _globs_=None, _locs_=None):
"""Execute code in a namespace."""
if _globs_ is None:
frame = sys._getframe(1)
_globs_ = frame.f_globals
if _locs_ is None:
_locs_ = frame.f_locals
del frame
elif _locs_ is None:
_locs_ = _globs_
exec("""exec _code_ in _globs_, _locs_""")
config = _profiler_config
Config = _profiler_config
#
class Profiler:
"""Provides decorators and context-manager for the omnitrace profilers"""
global _default_functor
# static variable
_conditional_functor = _default_functor
# ---------------------------------------------------------------------------------- #
#
@staticmethod
def condition(functor):
"""Assign a function evaluating whether to enable the profiler"""
Profiler._conditional_functor = functor
# ---------------------------------------------------------------------------------- #
#
@staticmethod
def is_enabled():
"""Checks whether the profiler is enabled"""
try:
return Profiler._conditional_functor()
except Exception:
pass
return False
# ---------------------------------------------------------------------------------- #
#
def __init__(self, **kwargs):
""" """
self._original_function = (
sys.getprofile() if sys.getprofile() != _profiler_function else None
)
self._unset = 0
self._use = (
not _profiler_config._is_running and Profiler.is_enabled() is True
)
self.debug = kwargs["debug"] if "debug" in kwargs else False
# ---------------------------------------------------------------------------------- #
#
def __del__(self):
"""Make sure the profiler stops"""
self.stop()
sys.setprofile(self._original_function)
# ---------------------------------------------------------------------------------- #
#
def configure(self):
"""Initialize, configure the bundle, store original profiler function"""
_profiler_init()
# store original
if self.debug:
sys.stderr.write("setting profile function...\n")
if sys.getprofile() != _profiler_function:
self._original_function = sys.getprofile()
if self.debug:
sys.stderr.write("Tracer configured...\n")
# ---------------------------------------------------------------------------------- #
#
def update(self):
"""Updates whether the profiler is already running based on whether the tracer
is not already running, is enabled, and the function is not already set
"""
self._use = (
not _profiler_config._is_running
and Profiler.is_enabled() is True
and sys.getprofile() == self._original_function
)
# ---------------------------------------------------------------------------------- #
#
def start(self):
"""Start the profiler explicitly"""
self.update()
if self._use:
if self.debug:
sys.stderr.write("Profiler starting...\n")
self.configure()
sys.setprofile(_profiler_function)
threading.setprofile(_profiler_function)
if self.debug:
sys.stderr.write("Profiler started...\n")
self._unset = self._unset + 1
return self._unset
# ---------------------------------------------------------------------------------- #
#
def stop(self):
"""Stop the profiler explicitly"""
self._unset = self._unset - 1
if self._unset == 0:
if self.debug:
sys.stderr.write("Profiler stopping...\n")
sys.setprofile(self._original_function)
_profiler_fini()
if self.debug:
sys.stderr.write("Profiler stopped...\n")
return self._unset
# ---------------------------------------------------------------------------------- #
#
def __call__(self, func):
"""Decorator"""
@wraps(func)
def function_wrapper(*args, **kwargs):
# store whether this tracer started
self.start()
# execute the wrapped function
result = func(*args, **kwargs)
# unset the profiler if this wrapper set it
self.stop()
# return the result of the wrapped function
return result
return function_wrapper
# ---------------------------------------------------------------------------------- #
#
def __enter__(self, *args, **kwargs):
"""Context manager start function"""
self.start()
# ---------------------------------------------------------------------------------- #
#
def __exit__(self, exec_type, exec_value, exec_tb):
"""Context manager stop function"""
self.stop()
if (
exec_type is not None
and exec_value is not None
and exec_tb is not None
):
import traceback
traceback.print_exception(exec_type, exec_value, exec_tb, limit=5)
# ---------------------------------------------------------------------------------- #
#
def run(self, cmd):
"""Execute and profile a command"""
import __main__
dict = __main__.__dict__
if isinstance(cmd, str):
return self.runctx(cmd, dict, dict)
else:
return self.runctx(" ".join(cmd), dict, dict)
# ---------------------------------------------------------------------------------- #
#
def runctx(self, cmd, globals, locals):
"""Profile a context"""
try:
self.start()
exec_(cmd, globals, locals)
finally:
self.stop()
return self
# ---------------------------------------------------------------------------------- #
#
def runcall(self, func, *args, **kw):
"""Profile a single function call"""
try:
self.start()
return func(*args, **kw)
finally:
self.stop()
profile = Profiler
class FakeProfiler:
"""Provides dummy decorators and context-manager for the omnitrace profiler"""
# ---------------------------------------------------------------------------------- #
#
@staticmethod
def condition(functor):
pass
# ---------------------------------------------------------------------------------- #
#
@staticmethod
def is_enabled():
return False
# ---------------------------------------------------------------------------------- #
#
def __init__(self, *args, **kwargs):
""" """
pass
# ---------------------------------------------------------------------------------- #
#
def __call__(self, func):
"""Decorator"""
@wraps(func)
def function_wrapper(*args, **kwargs):
return func(*args, **kwargs)
return function_wrapper
# ---------------------------------------------------------------------------------- #
#
def __enter__(self, *args, **kwargs):
"""Context manager begin"""
pass
# ---------------------------------------------------------------------------------- #
#
def __exit__(self, exec_type, exec_value, exec_tb):
"""Context manager end"""
import traceback
if (
exec_type is not None
and exec_value is not None
and exec_tb is not None
):
traceback.print_exception(exec_type, exec_value, exec_tb, limit=5)