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:
کامیت شده توسط
GitHub
والد
10fbc81adc
کامیت
d2a39b9066
@@ -88,6 +88,7 @@ target_link_libraries(
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omnitrace::omnitrace-compile-options
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omnitrace::omnitrace-lto
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omnitrace::omnitrace-dl-library
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omnitrace::omnitrace-user-library
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omnitrace::omnitrace-python
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omnitrace::omnitrace-python-compile-options
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$<BUILD_INTERFACE:$<IF:$<BOOL:${OMNITRACE_BUILD_STATIC_LIBGCC}>,omnitrace::omnitrace-static-libgcc,>>
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@@ -24,6 +24,7 @@
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#include "dl.hpp"
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#include "library/coverage.hpp"
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#include "library/impl/coverage.hpp"
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#include "omnitrace/user.h"
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#include <timemory/backends/process.hpp>
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#include <timemory/backends/threading.hpp>
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@@ -62,6 +63,11 @@ namespace pycoverage
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py::module
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generate(py::module& _pymod);
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}
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namespace pyuser
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{
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py::module
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generate(py::module& _pymod);
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}
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} // namespace pyomnitrace
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template <typename... Tp>
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@@ -158,8 +164,8 @@ PYBIND11_MODULE(libpyomnitrace, omni)
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py::doc("omnitrace profiler for python");
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pyprofile::generate(omni);
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pycoverage::generate(omni);
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pyuser::generate(omni);
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}
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//======================================================================================//
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@@ -824,6 +830,33 @@ generate(py::module& _pymod)
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return _pycov;
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}
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} // namespace pycoverage
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namespace pyuser
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{
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py::module
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generate(py::module& _pymod)
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{
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py::module _pyuser = _pymod.def_submodule("user", "User instrumentation");
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_pyuser.def("start_trace", &omnitrace_user_start_trace,
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"Enable tracing on this thread and all subsequently created threads");
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_pyuser.def("stop_trace", &omnitrace_user_stop_trace,
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"Disable tracing on this thread and all subsequently created threads");
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_pyuser.def(
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"start_thread_trace", &omnitrace_user_start_thread_trace,
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"Enable tracing on this thread. Does not apply to subsequently created threads");
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_pyuser.def(
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"stop_thread_trace", &omnitrace_user_stop_thread_trace,
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"Enable tracing on this thread. Does not apply to subsequently created threads");
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_pyuser.def("push_region", &omnitrace_user_push_region,
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"Start a user-defined region");
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_pyuser.def("pop_region", &omnitrace_user_pop_region, "Start a user-defined region");
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_pyuser.def("error_string", &omnitrace_user_error_string,
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"Return a descriptor for the provided error code");
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return _pyuser;
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}
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} // namespace pyuser
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} // namespace pyomnitrace
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//
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//======================================================================================//
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@@ -36,6 +36,7 @@ This submodule imports the timemory Python function profiler
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try:
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from .libpyomnitrace import coverage
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from . import user
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from .profiler import Profiler, FakeProfiler
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from .libpyomnitrace.profiler import (
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profiler_function,
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@@ -67,6 +68,7 @@ try:
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"profile",
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"noprofile",
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"coverage",
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"user",
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]
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import atexit
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@@ -0,0 +1,136 @@
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#!/usr/bin/env python@_VERSION@
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# MIT License
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#
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# Copyright (c) 2022 Advanced Micro Devices, Inc. All Rights Reserved.
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#
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# Permission is hereby granted, free of charge, to any person obtaining a copy
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# of this software and associated documentation files (the "Software"), to deal
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# in the Software without restriction, including without limitation the rights
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# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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# copies of the Software, and to permit persons to whom the Software is
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# furnished to do so, subject to the following conditions:
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#
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# The above copyright notice and this permission notice shall be included in all
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# copies or substantial portions of the Software.
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#
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# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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# SOFTWARE.
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from __future__ import absolute_import
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__author__ = "AMD Research"
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__copyright__ = "Copyright 2022, Advanced Micro Devices, Inc."
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__license__ = "MIT"
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__version__ = "@PROJECT_VERSION@"
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__maintainer__ = "AMD Research"
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__status__ = "Development"
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import os
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import sys
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from . import libpyomnitrace
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from .libpyomnitrace.profiler import profiler_init as _profiler_init
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from .libpyomnitrace.profiler import profiler_finalize as _profiler_fini
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__all__ = ["exec_", "_file", "_get_argv", "_initialize", "_finalize"]
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PY3 = sys.version_info[0] == 3
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# exec (from https://bitbucket.org/gutworth/six/):
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if PY3:
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import builtins
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exec_ = getattr(builtins, "exec")
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del builtins
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else:
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def exec_(_code_, _globs_=None, _locs_=None):
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"""Execute code in a namespace."""
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if _globs_ is None:
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frame = sys._getframe(1)
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_globs_ = frame.f_globals
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if _locs_ is None:
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_locs_ = frame.f_locals
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del frame
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elif _locs_ is None:
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_locs_ = _globs_
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exec("""exec _code_ in _globs_, _locs_""")
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def _file(back=2, only_basename=True, use_dirname=False, noquotes=True):
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"""
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Returns the file name
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"""
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from os.path import basename, dirname
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def get_fcode(back):
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fname = "<module>"
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try:
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fname = sys._getframe(back).f_code.co_filename
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except Exception as e:
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print(e)
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fname = "<module>"
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return fname
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result = None
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if only_basename is True:
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if use_dirname is True:
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result = "{}".format(
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join(
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basename(dirname(get_fcode(back))),
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basename(get_fcode(back)),
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)
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)
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else:
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result = "{}".format(basename(get_fcode(back)))
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else:
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result = "{}".format(get_fcode(back))
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if noquotes is False:
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result = "'{}'".format(result)
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return result
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def _get_argv(init_file, argv=None):
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if argv is None:
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argv = sys.argv[:]
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if "--" in argv:
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_idx = argv.index("--")
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argv = sys.argv[(_idx + 1) :]
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if len(argv) > 1:
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if argv[0] == "-m":
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argv = argv[1:]
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elif argv[0] == "-c":
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argv[0] = os.path.basename(sys.executable)
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else:
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while len(argv) > 1 and argv[0].startswith("-"):
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argv = argv[1:]
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if os.path.exists(argv[0]):
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break
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if len(argv) == 0:
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argv = [init_file]
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elif not os.path.exists(argv[0]):
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argv[0] = init_file
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return argv
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def _initialize(_file):
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if not libpyomnitrace.is_initialized():
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libpyomnitrace.initialize(_get_argv(_file))
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def _finalize():
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if libpyomnitrace.is_initialized() and not libpyomnitrace.is_finalized():
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_profiler_fini()
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@@ -35,6 +35,10 @@ import sys
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import threading
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from functools import wraps
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from .common import exec_
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from .common import _initialize
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from .common import _file
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from . import libpyomnitrace
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from .libpyomnitrace.profiler import (
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profiler_function as _profiler_function,
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@@ -43,107 +47,17 @@ from .libpyomnitrace.profiler import config as _profiler_config
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from .libpyomnitrace.profiler import profiler_init as _profiler_init
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from .libpyomnitrace.profiler import profiler_finalize as _profiler_fini
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__all__ = ["profile", "config", "Profiler", "FakeProfiler", "Config"]
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#
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def _default_functor():
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return True
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#
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PY3 = sys.version_info[0] == 3
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PY35 = PY3 and sys.version_info[1] >= 5
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# exec (from https://bitbucket.org/gutworth/six/):
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if PY3:
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import builtins
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exec_ = getattr(builtins, "exec")
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del builtins
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else:
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def exec_(_code_, _globs_=None, _locs_=None):
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"""Execute code in a namespace."""
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if _globs_ is None:
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frame = sys._getframe(1)
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_globs_ = frame.f_globals
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if _locs_ is None:
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_locs_ = frame.f_locals
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del frame
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elif _locs_ is None:
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_locs_ = _globs_
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exec("""exec _code_ in _globs_, _locs_""")
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config = _profiler_config
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Config = _profiler_config
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def _file(back=2, only_basename=True, use_dirname=False, noquotes=True):
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"""
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Returns the file name
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"""
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from os.path import basename, dirname
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def get_fcode(back):
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fname = "<module>"
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try:
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fname = sys._getframe(back).f_code.co_filename
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except Exception as e:
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print(e)
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fname = "<module>"
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return fname
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result = None
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if only_basename is True:
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if use_dirname is True:
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result = "{}".format(
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join(
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basename(dirname(get_fcode(back))),
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basename(get_fcode(back)),
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)
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)
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else:
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result = "{}".format(basename(get_fcode(back)))
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else:
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result = "{}".format(get_fcode(back))
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if noquotes is False:
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result = "'{}'".format(result)
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return result
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def _default_functor():
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return True
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def _get_argv(init_file, argv=None):
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if argv is None:
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argv = sys.argv[:]
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if "--" in argv:
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_idx = argv.index("--")
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argv = sys.argv[(_idx + 1) :]
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if len(argv) > 1:
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if argv[0] == "-m":
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argv = argv[1:]
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elif argv[0] == "-c":
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argv[0] = os.path.basename(sys.executable)
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else:
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while len(argv) > 1 and argv[0].startswith("-"):
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argv = argv[1:]
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if os.path.exists(argv[0]):
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break
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if len(argv) == 0:
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argv = [init_file]
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elif not os.path.exists(argv[0]):
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argv[0] = init_file
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return argv
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#
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class Profiler:
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"""Provides decorators and context-manager for the omnitrace profilers"""
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@@ -152,15 +66,11 @@ class Profiler:
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# static variable
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_conditional_functor = _default_functor
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# ---------------------------------------------------------------------------------- #
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#
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@staticmethod
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def condition(functor):
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"""Assign a function evaluating whether to enable the profiler"""
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Profiler._conditional_functor = functor
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# ---------------------------------------------------------------------------------- #
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#
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@staticmethod
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def is_enabled():
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"""Checks whether the profiler is enabled"""
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@@ -171,8 +81,6 @@ class Profiler:
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pass
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return False
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# ---------------------------------------------------------------------------------- #
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#
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def __init__(self, **kwargs):
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""" """
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@@ -188,21 +96,16 @@ class Profiler:
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self._file = _file()
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self.debug = kwargs["debug"] if "debug" in kwargs else False
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# ---------------------------------------------------------------------------------- #
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#
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def __del__(self):
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"""Make sure the profiler stops"""
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self.stop()
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sys.setprofile(self._original_function)
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# ---------------------------------------------------------------------------------- #
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#
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def configure(self):
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"""Initialize, configure the bundle, store original profiler function"""
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if not libpyomnitrace.is_initialized():
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libpyomnitrace.initialize(_get_argv(self._file))
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_initialize(self._file)
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_profiler_init()
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@@ -215,8 +118,6 @@ class Profiler:
|
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if self.debug:
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sys.stderr.write("Tracer configured...\n")
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|
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# ---------------------------------------------------------------------------------- #
|
||||
#
|
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def update(self):
|
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"""Updates whether the profiler is already running based on whether the tracer
|
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is not already running, is enabled, and the function is not already set
|
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@@ -229,8 +130,6 @@ class Profiler:
|
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and not libpyomnitrace.is_finalized()
|
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)
|
||||
|
||||
# ---------------------------------------------------------------------------------- #
|
||||
#
|
||||
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
|
||||
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