[roctx] Python bindings for rocprofiler-sdk-roctx (#402)

* [roctx] Python bindings for rocprofiler-sdk-roctx

* Update CHANGELOG

---------

Co-authored-by: Jonathan R. Madsen <jonathanrmadsen@gmail.com>
Этот коммит содержится в:
Madsen, Jonathan
2025-05-19 20:02:51 -05:00
коммит произвёл GitHub
родитель afb27f3f1a
Коммит 14c2dc55ff
16 изменённых файлов: 888 добавлений и 1 удалений
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#
#
#
foreach(_PYTHON_VERSION ${ROCPROFILER_PYTHON_VERSIONS})
rocprofiler_roctx_python_bindings(${_PYTHON_VERSION})
endforeach()
rocprofiler_reset_python3_cache()
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###############################################################################
# MIT License
#
# Copyright (c) 2023 Advanced Micro Devices, Inc.
#
# 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 . import libpyroctx
from . import context_decorators
__all__ = [
"mark",
"profilerPause",
"profilerResume",
"getThreadId",
"rangePush",
"rangePop",
"rangeStart",
"rangeStop",
"nameOsThread",
"nameHipDevice",
"context_decorators",
]
def mark(msg):
return libpyroctx.roctxMark(msg) if msg is not None else None
def profilerPause(tid=0):
return libpyroctx.roctxProfilerPause(tid)
def profilerResume(tid=0):
return libpyroctx.roctxProfilerResume(tid)
def getThreadId():
return libpyroctx.roctxGetThreadId()
def rangePush(msg):
return libpyroctx.roctxRangePush(msg)
def rangePop():
return libpyroctx.roctxRangePop()
def rangeStart(msg):
return libpyroctx.roctxRangeStart(msg) if msg is not None else None
def rangeStop(id=0):
return libpyroctx.roctxRangeStop(id) if id is not None else None
def nameOsThread(name):
return libpyroctx.roctxNameOsThread(name)
# def nameHsaAgent(name, agent):
# return libpyroctx.roctxNameHsaAgent(name, agent)
def nameHipDevice(name, device_id=0):
return libpyroctx.roctxNameHipDevice(name, device_id)
# def nameHipStream(name, stream):
# return libpyroctx.roctxNameHipStream(name, stream)
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###############################################################################
# MIT License
#
# Copyright (c) 2023 Advanced Micro Devices, Inc.
#
# 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 . import libpyroctx
from functools import wraps
class RoctxRange:
"""Provides decorators and context-manager for roctx range"""
def __init__(self, msg=None):
"""Initialize with a message"""
self.msg = msg
def __call__(self, func):
"""Decorator"""
@wraps(func)
def wrapper(*args, **kwargs):
libpyroctx.roctxRangePush(self.msg)
try:
return func(*args, **kwargs)
finally:
libpyroctx.roctxRangePop()
return wrapper
def __enter__(self):
"""Context manager start function"""
if self.msg is not None:
self.a = libpyroctx.roctxRangePush(self.msg)
return self.a
return self
def __exit__(self, exc_type, exc_value, tb):
"""Context manager stop function"""
if self.msg is not None:
libpyroctx.roctxRangePop()
if exc_type is not None and exc_value is not None and tb is not None:
import traceback
traceback.print_exception(exc_type, exc_value, tb, limit=5)
class RoctxProfiler:
"""Provides decorators and context-manager for roctx profiler"""
def __init__(self, tid=0):
"""Initialize with a tid"""
self.tid = tid
def __call__(self, func):
"""Decorator"""
@wraps(func)
def wrapper(*args, **kwargs):
libpyroctx.roctxProfilerResume(self.tid)
try:
return func(*args, **kwargs)
finally:
libpyroctx.roctxProfilerPause(self.tid)
return wrapper
def __enter__(self):
"""Context manager start function"""
self.a = libpyroctx.roctxProfilerResume(self.tid)
return self.a
def __exit__(self, exc_type, exc_value, tb):
"""Context manager stop function"""
libpyroctx.roctxProfilerPause(self.tid)
if exc_type is not None and exc_value is not None and tb is not None:
import traceback
traceback.print_exception(exc_type, exc_value, tb, limit=5)
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// 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.
#include "libpyroctx.hpp"
#include <rocprofiler-sdk-roctx/roctx.h>
#include <rocprofiler-sdk-roctx/types.h>
namespace py = ::pybind11;
PYBIND11_MODULE(libpyroctx, pyroctx)
{
py::doc("Rocprofiler-SDK ROCTx Python bindings");
pyroctx.def(
"roctxMark",
[](const std::string& _msg) { roctxMarkA(_msg.c_str()); },
"Mark an event in any attached profiler");
pyroctx.def(
"roctxProfilerPause",
[](roctx_thread_id_t tid) { return roctxProfilerPause(tid); },
"Pause data collection in any attached profiler");
pyroctx.def(
"roctxProfilerResume",
[](roctx_thread_id_t tid) { return roctxProfilerResume(tid); },
"Resume data collection in any attached profiler");
pyroctx.def(
"roctxGetThreadId",
[]() {
auto _tid = roctx_thread_id_t{0};
roctxGetThreadId(&_tid);
return _tid;
},
"Get the current thread ID");
pyroctx.def(
"roctxRangePush",
[](const std::string& _msg) { return roctxRangePushA(_msg.c_str()); },
"Start a new nested range");
pyroctx.def(
"roctxRangePop", []() { return roctxRangePop(); }, "Stop the current nested range");
pyroctx.def(
"roctxRangeStart",
[](const std::string& _msg) { return roctxRangeStartA(_msg.c_str()); },
"Start a process range");
pyroctx.def(
"roctxRangeStop", [](roctx_range_id_t id) { roctxRangeStop(id); }, "Stop a process range");
pyroctx.def(
"roctxNameOsThread",
[](const std::string& name) { return roctxNameOsThread(name.c_str()); },
"Label the current CPU OS thread with the provided name");
// pyroctx.def(
// "roctxNameHsaAgent",
// [](const std::string& name, const struct hsa_agent_s* agent) { return
// roctxNameHsaAgent(name.c_str(), agent); }, "Label the given HSA agent with the provided
// name");
pyroctx.def(
"roctxNameHipDevice",
[](const std::string& name, int device_id) {
return roctxNameHipDevice(name.c_str(), device_id);
},
"Label the given HIP device id with the provided name");
// pyroctx.def(
// "roctxNameHipStream",
// [](const std::string& name, const struct ihipStream_t* stream) { return
// roctxNameHipStream(name.c_str(), stream); }, "Label the given HIP stream with the
// provided name");
}
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// 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.
#pragma once
#include <pybind11/cast.h>
#include <pybind11/detail/common.h>
#include <pybind11/embed.h>
#include <pybind11/eval.h>
#include <pybind11/functional.h>
#include <pybind11/iostream.h>
#include <pybind11/numpy.h>
#include <pybind11/operators.h>
#include <pybind11/pybind11.h>
#include <pybind11/pytypes.h>
#include <pybind11/stl.h>
#include <pyerrors.h>