User regions in Python (#57)

* User regions in Python

* User-region testing + common submodule

- Updated examples/python/source.py to use user-regions
- Python-level user submodule
- Python-level common submodule
- clean-up of profiler python code
- extended source.py testing to include the user-regions

[ROCm/rocprofiler-systems commit: 4dd144a32c]
This commit is contained in:
Jonathan R. Madsen
2022-07-25 20:24:34 -05:00
کامیت شده توسط GitHub
والد 10fbc81adc
کامیت d2a39b9066
9فایلهای تغییر یافته به همراه371 افزوده شده و 167 حذف شده
@@ -88,6 +88,7 @@ target_link_libraries(
omnitrace::omnitrace-compile-options
omnitrace::omnitrace-lto
omnitrace::omnitrace-dl-library
omnitrace::omnitrace-user-library
omnitrace::omnitrace-python
omnitrace::omnitrace-python-compile-options
$<BUILD_INTERFACE:$<IF:$<BOOL:${OMNITRACE_BUILD_STATIC_LIBGCC}>,omnitrace::omnitrace-static-libgcc,>>
@@ -24,6 +24,7 @@
#include "dl.hpp"
#include "library/coverage.hpp"
#include "library/impl/coverage.hpp"
#include "omnitrace/user.h"
#include <timemory/backends/process.hpp>
#include <timemory/backends/threading.hpp>
@@ -62,6 +63,11 @@ namespace pycoverage
py::module
generate(py::module& _pymod);
}
namespace pyuser
{
py::module
generate(py::module& _pymod);
}
} // namespace pyomnitrace
template <typename... Tp>
@@ -158,8 +164,8 @@ PYBIND11_MODULE(libpyomnitrace, omni)
py::doc("omnitrace profiler for python");
pyprofile::generate(omni);
pycoverage::generate(omni);
pyuser::generate(omni);
}
//======================================================================================//
@@ -824,6 +830,33 @@ generate(py::module& _pymod)
return _pycov;
}
} // namespace pycoverage
namespace pyuser
{
py::module
generate(py::module& _pymod)
{
py::module _pyuser = _pymod.def_submodule("user", "User instrumentation");
_pyuser.def("start_trace", &omnitrace_user_start_trace,
"Enable tracing on this thread and all subsequently created threads");
_pyuser.def("stop_trace", &omnitrace_user_stop_trace,
"Disable tracing on this thread and all subsequently created threads");
_pyuser.def(
"start_thread_trace", &omnitrace_user_start_thread_trace,
"Enable tracing on this thread. Does not apply to subsequently created threads");
_pyuser.def(
"stop_thread_trace", &omnitrace_user_stop_thread_trace,
"Enable tracing on this thread. Does not apply to subsequently created threads");
_pyuser.def("push_region", &omnitrace_user_push_region,
"Start a user-defined region");
_pyuser.def("pop_region", &omnitrace_user_pop_region, "Start a user-defined region");
_pyuser.def("error_string", &omnitrace_user_error_string,
"Return a descriptor for the provided error code");
return _pyuser;
}
} // namespace pyuser
} // namespace pyomnitrace
//
//======================================================================================//
@@ -36,6 +36,7 @@ This submodule imports the timemory Python function profiler
try:
from .libpyomnitrace import coverage
from . import user
from .profiler import Profiler, FakeProfiler
from .libpyomnitrace.profiler import (
profiler_function,
@@ -67,6 +68,7 @@ try:
"profile",
"noprofile",
"coverage",
"user",
]
import atexit
@@ -0,0 +1,136 @@
#!/usr/bin/env python@_VERSION@
# 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 os
import sys
from . import libpyomnitrace
from .libpyomnitrace.profiler import profiler_init as _profiler_init
from .libpyomnitrace.profiler import profiler_finalize as _profiler_fini
__all__ = ["exec_", "_file", "_get_argv", "_initialize", "_finalize"]
PY3 = sys.version_info[0] == 3
# 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_""")
def _file(back=2, only_basename=True, use_dirname=False, noquotes=True):
"""
Returns the file name
"""
from os.path import basename, dirname
def get_fcode(back):
fname = "<module>"
try:
fname = sys._getframe(back).f_code.co_filename
except Exception as e:
print(e)
fname = "<module>"
return fname
result = None
if only_basename is True:
if use_dirname is True:
result = "{}".format(
join(
basename(dirname(get_fcode(back))),
basename(get_fcode(back)),
)
)
else:
result = "{}".format(basename(get_fcode(back)))
else:
result = "{}".format(get_fcode(back))
if noquotes is False:
result = "'{}'".format(result)
return result
def _get_argv(init_file, argv=None):
if argv is None:
argv = sys.argv[:]
if "--" in argv:
_idx = argv.index("--")
argv = sys.argv[(_idx + 1) :]
if len(argv) > 1:
if argv[0] == "-m":
argv = argv[1:]
elif argv[0] == "-c":
argv[0] = os.path.basename(sys.executable)
else:
while len(argv) > 1 and argv[0].startswith("-"):
argv = argv[1:]
if os.path.exists(argv[0]):
break
if len(argv) == 0:
argv = [init_file]
elif not os.path.exists(argv[0]):
argv[0] = init_file
return argv
def _initialize(_file):
if not libpyomnitrace.is_initialized():
libpyomnitrace.initialize(_get_argv(_file))
def _finalize():
if libpyomnitrace.is_initialized() and not libpyomnitrace.is_finalized():
_profiler_fini()
@@ -35,6 +35,10 @@ import sys
import threading
from functools import wraps
from .common import exec_
from .common import _initialize
from .common import _file
from . import libpyomnitrace
from .libpyomnitrace.profiler import (
profiler_function as _profiler_function,
@@ -43,107 +47,17 @@ 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
def _file(back=2, only_basename=True, use_dirname=False, noquotes=True):
"""
Returns the file name
"""
from os.path import basename, dirname
def get_fcode(back):
fname = "<module>"
try:
fname = sys._getframe(back).f_code.co_filename
except Exception as e:
print(e)
fname = "<module>"
return fname
result = None
if only_basename is True:
if use_dirname is True:
result = "{}".format(
join(
basename(dirname(get_fcode(back))),
basename(get_fcode(back)),
)
)
else:
result = "{}".format(basename(get_fcode(back)))
else:
result = "{}".format(get_fcode(back))
if noquotes is False:
result = "'{}'".format(result)
return result
def _default_functor():
return True
def _get_argv(init_file, argv=None):
if argv is None:
argv = sys.argv[:]
if "--" in argv:
_idx = argv.index("--")
argv = sys.argv[(_idx + 1) :]
if len(argv) > 1:
if argv[0] == "-m":
argv = argv[1:]
elif argv[0] == "-c":
argv[0] = os.path.basename(sys.executable)
else:
while len(argv) > 1 and argv[0].startswith("-"):
argv = argv[1:]
if os.path.exists(argv[0]):
break
if len(argv) == 0:
argv = [init_file]
elif not os.path.exists(argv[0]):
argv[0] = init_file
return argv
#
class Profiler:
"""Provides decorators and context-manager for the omnitrace profilers"""
@@ -152,15 +66,11 @@ class Profiler:
# 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"""
@@ -171,8 +81,6 @@ class Profiler:
pass
return False
# ---------------------------------------------------------------------------------- #
#
def __init__(self, **kwargs):
""" """
@@ -188,21 +96,16 @@ class Profiler:
self._file = _file()
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"""
if not libpyomnitrace.is_initialized():
libpyomnitrace.initialize(_get_argv(self._file))
_initialize(self._file)
_profiler_init()
@@ -215,8 +118,6 @@ class Profiler:
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
@@ -229,8 +130,6 @@ class Profiler:
and not libpyomnitrace.is_finalized()
)
# ---------------------------------------------------------------------------------- #
#
def start(self):
"""Start the profiler explicitly"""
@@ -247,8 +146,6 @@ class Profiler:
self._unset = self._unset + 1
return self._unset
# ---------------------------------------------------------------------------------- #
#
def stop(self):
"""Stop the profiler explicitly"""
@@ -263,8 +160,6 @@ class Profiler:
return self._unset
# ---------------------------------------------------------------------------------- #
#
def __call__(self, func):
"""Decorator"""
@@ -281,15 +176,11 @@ class Profiler:
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"""
@@ -300,8 +191,6 @@ class Profiler:
traceback.print_exception(exec_type, exec_value, exec_tb, limit=5)
# ---------------------------------------------------------------------------------- #
#
def run(self, cmd):
"""Execute and profile a command"""
@@ -313,8 +202,6 @@ class Profiler:
else:
return self.runctx(" ".join(cmd), dict, dict)
# ---------------------------------------------------------------------------------- #
#
def runctx(self, cmd, globals, locals):
"""Profile a context"""
@@ -326,8 +213,6 @@ class Profiler:
return self
# ---------------------------------------------------------------------------------- #
#
def runcall(self, func, *args, **kw):
"""Profile a single function call"""
@@ -344,26 +229,18 @@ 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"""
@@ -373,14 +250,10 @@ class FakeProfiler:
return function_wrapper
# ---------------------------------------------------------------------------------- #
#
def __enter__(self, *args, **kwargs):
"""Context manager begin"""
pass
# ---------------------------------------------------------------------------------- #
#
def __exit__(self, exec_type, exec_value, exec_tb):
"""Context manager end"""
@@ -0,0 +1,141 @@
#!/usr/bin/env python@_VERSION@
# 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"
from functools import wraps
from . import libpyomnitrace
from .libpyomnitrace import user as _libuser
from .libpyomnitrace.user import start_trace
from .libpyomnitrace.user import start_thread_trace
from .libpyomnitrace.user import stop_trace
from .libpyomnitrace.user import stop_thread_trace
from .libpyomnitrace.user import push_region
from .libpyomnitrace.user import pop_region
from .common import _initialize
from .common import _file
__all__ = [
"region",
"Region",
"start_trace",
"start_thread_trace",
"stop_trace",
"stop_thread_trace",
"push_region",
"pop_region",
]
class Region:
"""Provides decorators and context-manager for the omnitrace user-defined regions"""
# static variable
_counter = 0
def __init__(self, _label):
"""Stores the label"""
self._active = False
self._label = _label
self._count = 0
self._file = _file() if Region._counter == 0 else None
def __del__(self):
"""Stops"""
self.stop()
def start(self):
"""Start the region"""
if not self._active:
self._active = True
self._count = Region._counter
if self._file is not None:
_initialize(self._file)
Region._counter += 1
_libuser.push_region(self._label)
def stop(self):
"""Stop the region"""
if self._active:
Region._counter -= 1
_count = Region._counter
self._active = False
if _count != self._count:
raise LogicError(
f"{self._label} was not popped in the order it was pushed. Current stack number: {_count}, expected stack number: {self._count}"
)
_libuser.pop_region(self._label)
def __call__(self, func):
"""Decorator"""
@wraps(func)
def function_wrapper(*args, **kwargs):
# start the region
self.start()
# execute the wrapped function
result = func(*args, **kwargs)
# stop the region
self.stop()
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 runcall(self, func, *args, **kwargs):
"""Profile a single function call"""
try:
self.start()
return func(*args, **kwargs)
finally:
self.stop()
region = Region