Adding agent-index (#189)
* Adding agent-index * review changes * review comments addressed * minor fix * fix CI failure * review comments * Fix agent index test and address review comments * Build Fixes --------- Co-authored-by: Benjamin Welton <bewelton@amd.com>
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#
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# rocprofv3 tool test
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#
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cmake_minimum_required(VERSION 3.21.0 FATAL_ERROR)
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project(
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rocprofiler-tests-rocprofv3-agent-index
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LANGUAGES CXX
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VERSION 0.0.0)
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find_package(rocprofiler-sdk REQUIRED)
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string(REPLACE "LD_PRELOAD=" "ROCPROF_PRELOAD=" PRELOAD_ENV
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"${ROCPROFILER_MEMCHECK_PRELOAD_ENV}")
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set(tracing-env "${PRELOAD_ENV}")
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rocprofiler_configure_pytest_files(
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CONFIG pytest.ini
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COPY validate.py conftest.py input_absolute_agent_index.yaml
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input_type_relative_agent_index.yaml input_relative_agent_index.yaml)
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if(ROCPROFILER_MEMCHECK STREQUAL "LeakSanitizer")
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set(LOG_LEVEL "warning") # info produces memory leak
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else()
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set(LOG_LEVEL "info")
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endif()
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set(execute_tests
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rocprofv3-test-agent-index-json-absolute-execute
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rocprofv3-test-agent-index-json-type-relative-execute
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rocprofv3-test-agent-index-json-relative-execute)
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set(input_files
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${CMAKE_CURRENT_BINARY_DIR}/input_absolute_agent_index.yaml
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${CMAKE_CURRENT_BINARY_DIR}/input_type_relative_agent_index.yaml
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${CMAKE_CURRENT_BINARY_DIR}/input_relative_agent_index.yaml)
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set(output_dir
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${CMAKE_CURRENT_BINARY_DIR}/%argt%-agent-index-absolute
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${CMAKE_CURRENT_BINARY_DIR}/%argt%-agent-index-type-relative
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${CMAKE_CURRENT_BINARY_DIR}/%argt%-agent-index-relative)
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list(LENGTH execute_tests execute_test_length)
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foreach(i RANGE 0 ${execute_test_length})
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if(${i} EQUAL ${execute_test_length})
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break()
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endif()
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list(GET execute_tests ${i} test_name)
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list(GET input_files ${i} input_file)
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list(GET output_dir ${i} output)
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add_test(NAME ${test_name}
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COMMAND $<TARGET_FILE:rocprofiler-sdk::rocprofv3> -i ${input_file} -d
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${output} --log-level ${LOG_LEVEL} -- $<TARGET_FILE:transpose>)
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set_tests_properties(
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${test_name}
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PROPERTIES TIMEOUT 45 LABELS "integration-tests" ENVIRONMENT "${tracing-env}"
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FAIL_REGULAR_EXPRESSION "${ROCPROFILER_DEFAULT_FAIL_REGEX}")
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endforeach()
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set(agent_index_types absolute relative type-relative)
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set(validate_tests
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rocprofv3-test-agent-index-json-absolute-validate
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rocprofv3-test-agent-index-json-relative-validate
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rocprofv3-test-agent-index-json-type-relative-validate)
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set(output_dir_name transpose-agent-index-absolute transpose-agent-index-relative
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transpose-agent-index-type-relative)
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list(LENGTH validate_tests validate_test_length)
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foreach(i RANGE 0 ${validate_test_length})
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if(${i} EQUAL ${validate_test_length})
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break()
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endif()
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list(GET validate_tests ${i} test_name)
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list(GET agent_index_types ${i} agent_index)
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list(GET output_dir_name ${i} output)
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add_test(
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NAME ${test_name}
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COMMAND
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${Python3_EXECUTABLE} ${CMAKE_CURRENT_BINARY_DIR}/validate.py --agent-index
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${agent_index} --csv-kernel-input
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${CMAKE_CURRENT_BINARY_DIR}/${output}/out_kernel_trace.csv
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--csv-memory-allocation-input
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${CMAKE_CURRENT_BINARY_DIR}/${output}/out_memory_allocation_trace.csv
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--csv-memory-copy-input
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${CMAKE_CURRENT_BINARY_DIR}/${output}/out_memory_copy_trace.csv --json-input
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${CMAKE_CURRENT_BINARY_DIR}/transpose-agent-index-absolute/out_results.json)
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endforeach()
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set(VALIDATION_FILES
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${CMAKE_CURRENT_BINARY_DIR}/transpose-agent-index-absolute/out_results.json
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${CMAKE_CURRENT_BINARY_DIR}/transpose-agent-index-absolute/out_kernel_trace.csv
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${CMAKE_CURRENT_BINARY_DIR}/transpose-agent-index-absolute/out_memory_allocation_trace.csv
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${CMAKE_CURRENT_BINARY_DIR}/transpose-agent-index-absolute/out_memory_copy_trace.csv
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${CMAKE_CURRENT_BINARY_DIR}/transpose-agent-index-relative/out_kernel_trace.csv
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${CMAKE_CURRENT_BINARY_DIR}/transpose-agent-index-relative/out_memory_allocation_trace.csv
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${CMAKE_CURRENT_BINARY_DIR}/transpose-agent-index-relative/out_memory_copy_trace.csv
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${CMAKE_CURRENT_BINARY_DIR}/transpose-agent-index-type-relative/out_kernel_trace.csv
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${CMAKE_CURRENT_BINARY_DIR}/transpose-agent-index-type-relative/out_memory_allocation_trace.csv
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${CMAKE_CURRENT_BINARY_DIR}/transpose-agent-index-type-relative/out_memory_copy_trace.csv
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)
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set(dependency_tests
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rocprofv3-test-agent-index-json-absolute-execute
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rocprofv3-test-agent-index-json-relative-execute;rocprofv3-test-agent-index-json-absolute-execute
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rocprofv3-test-agent-index-json-type-relative-execute;rocprofv3-test-agent-index-json-absolute-execute
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)
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foreach(i RANGE 0 ${validate_test_length})
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if(${i} EQUAL ${validate_test_length})
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break()
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endif()
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list(GET validate_tests ${i} test_name)
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list(GET dependency_tests ${i} dep)
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set_tests_properties(
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${test_name}
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PROPERTIES TIMEOUT
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45
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LABELS
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"integration-tests"
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DEPENDS
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${dep}
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FAIL_REGULAR_EXPRESSION
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"AssertionError"
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ATTACHED_FILES_ON_FAIL
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"${VALIDATION_FILES}")
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endforeach()
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@@ -0,0 +1,99 @@
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#!/usr/bin/env python3
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# MIT License
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#
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# Copyright (c) 2024-2025 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
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# all 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
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# THE SOFTWARE.
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import csv
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import pytest
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import json
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from rocprofiler_sdk.pytest_utils.dotdict import dotdict
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from rocprofiler_sdk.pytest_utils import collapse_dict_list
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from rocprofiler_sdk.pytest_utils.perfetto_reader import PerfettoReader
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def pytest_addoption(parser):
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parser.addoption(
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"--agent-index",
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choices=("absolute", "relative", "type-relative"),
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help="...",
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)
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parser.addoption(
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"--csv-kernel-input",
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action="store",
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help="Path to kernel tracing CSV file",
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)
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parser.addoption(
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"--csv-memory-allocation-input",
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action="store",
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help="Path to memory allocation tracing CSV file",
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)
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parser.addoption(
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"--csv-memory-copy-input",
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action="store",
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help="Path to memory allocation tracing CSV file",
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)
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parser.addoption(
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"--json-input",
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action="store",
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help="Path to JSON file.",
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)
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def read_csv(filename):
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data = []
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with open(filename, "r") as inp:
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reader = csv.DictReader(inp)
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for row in reader:
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data.append(row)
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return data
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@pytest.fixture
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def csv_kernel_input(request):
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filename = request.config.getoption("--csv-kernel-input")
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return read_csv(filename)
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@pytest.fixture
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def csv_memory_copy_input(request):
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filename = request.config.getoption("--csv-memory-copy-input")
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return read_csv(filename)
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@pytest.fixture
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def csv_memory_allocation_input(request):
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filename = request.config.getoption("--csv-memory-allocation-input")
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return read_csv(filename)
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@pytest.fixture
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def json_data(request):
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filename = request.config.getoption("--json-input")
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with open(filename, "r") as inp:
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return dotdict(collapse_dict_list(json.load(inp)))
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@pytest.fixture
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def agent_index(request):
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return request.config.getoption("--agent-index")
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@@ -0,0 +1,7 @@
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jobs:
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- output_file: "out"
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output_format: [csv, json]
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sys_trace: True
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agent_index: absolute
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@@ -0,0 +1,6 @@
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jobs:
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- output_file: "out"
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output_format: [csv]
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sys_trace: True
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agent_index: relative
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@@ -0,0 +1,6 @@
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jobs:
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- output_file: "out"
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output_format: [csv]
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sys_trace: True
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agent_index: type-relative
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@@ -0,0 +1,5 @@
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[pytest]
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addopts = --durations=20 -rA -s -vv
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testpaths = validate.py
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pythonpath = @ROCPROFILER_SDK_TESTS_BINARY_DIR@/pytest-packages
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@@ -0,0 +1,124 @@
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#!/usr/bin/env python3
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# MIT License
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#
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# Copyright (c) 2024-2025 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
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# all 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
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# THE SOFTWARE.
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import sys
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import pytest
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import re
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def get_type(id_type):
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if id_type == "absolute":
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return "node_id"
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elif id_type == "type-relative":
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return "logical_node_type_id"
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else:
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return "logical_node_id"
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def check_kernel_traces(json_data, kernels_data, id_type):
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data = json_data["rocprofiler-sdk-tool"]
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agents = data["agents"]
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kernels = data["buffer_records"]["kernel_dispatch"]
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_type = get_type(id_type)
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for row in kernels_data:
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found = any(
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int(agent[_type]) == int(row["Agent_Id"].split(" ")[-1]) for agent in agents
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)
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assert found, f"Agent ID {row['Agent_Id']} of Type {id_type} not found"
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def check_memory_allocation_traces(json_data, mem_alloc, id_type):
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data = json_data["rocprofiler-sdk-tool"]
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agents = data["agents"]
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mem_alloc_record = data["buffer_records"]["memory_allocation"]
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_type = get_type(id_type)
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for row in mem_alloc:
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found = row["Agent_Id"] != "" and any(
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int(agent[_type]) == int(row["Agent_Id"].split(" ")[-1]) for agent in agents
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)
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if row["Agent_Id"] != "":
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assert found, f"Agent ID {row['Agent_Id']} of Type {id_type} not found"
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def check_memory_copy_traces(json_data, mem_copy, id_type):
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data = json_data["rocprofiler-sdk-tool"]
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agents = data["agents"]
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mem_copy_record = data["buffer_records"]["memory_copy"]
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_type = get_type(id_type)
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for row in mem_copy:
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found = any(
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int(agent[_type]) == int(row["Source_Agent_Id"].split(" ")[-1])
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for agent in agents
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)
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assert (
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found
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), f"Src Agent ID {row['Destination_Agent_Id']} of Type {id_type} not found"
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found = any(
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int(agent[_type]) == int(row["Destination_Agent_Id"].split(" ")[-1])
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for agent in agents
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)
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assert (
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found
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), f"Destination Agent ID {row['Destiantion_Agent_Id']} of Type {id_type} not found"
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if (
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_type == "logical_node_type_id"
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and row["Direction"] == "MEMORY_COPY_HOST_TO_DEVICE"
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):
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assert row["Source_Agent_Id"].split(" ")[0] == "CPU"
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assert row["Destination_Agent_Id"].split(" ")[0] == "GPU"
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elif (
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_type == "logical_node_type_id"
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and row["Direction"] == "MEMORY_COPY_DEVICE_TO_HOST"
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):
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assert row["Source_Agent_Id"].split(" ")[0] == "GPU"
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assert row["Destination_Agent_Id"].split(" ")[0] == "CPU"
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def test_validate(
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csv_kernel_input,
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json_data,
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agent_index,
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csv_memory_allocation_input,
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csv_memory_copy_input,
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):
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check_kernel_traces(json_data, csv_kernel_input, agent_index)
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check_memory_copy_traces(json_data, csv_memory_copy_input, agent_index)
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check_memory_allocation_traces(json_data, csv_memory_allocation_input, agent_index)
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if __name__ == "__main__":
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exit_code = pytest.main(["-x", __file__] + sys.argv[1:])
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sys.exit(exit_code)
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