#!/usr/bin/env python3 # MIT License # # Copyright (c) 2024-2025 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. import sys import pytest import re def get_type(id_type): if id_type == "absolute": return "node_id" elif id_type == "type-relative": return "logical_node_type_id" else: return "logical_node_id" def check_kernel_traces(json_data, kernels_data, id_type): data = json_data["rocprofiler-sdk-tool"] agents = data["agents"] kernels = data["buffer_records"]["kernel_dispatch"] _type = get_type(id_type) for row in kernels_data: found = any( int(agent[_type]) == int(row["Agent_Id"].split(" ")[-1]) for agent in agents ) assert found, f"Agent ID {row['Agent_Id']} of Type {id_type} not found" def check_memory_allocation_traces(json_data, mem_alloc, id_type): data = json_data["rocprofiler-sdk-tool"] agents = data["agents"] mem_alloc_record = data["buffer_records"]["memory_allocation"] _type = get_type(id_type) for row in mem_alloc: found = row["Agent_Id"] != "" and any( int(agent[_type]) == int(row["Agent_Id"].split(" ")[-1]) for agent in agents ) if row["Agent_Id"] != "": assert found, f"Agent ID {row['Agent_Id']} of Type {id_type} not found" def check_memory_copy_traces(json_data, mem_copy, id_type): data = json_data["rocprofiler-sdk-tool"] agents = data["agents"] mem_copy_record = data["buffer_records"]["memory_copy"] _type = get_type(id_type) for row in mem_copy: found = any( int(agent[_type]) == int(row["Source_Agent_Id"].split(" ")[-1]) for agent in agents ) assert ( found ), f"Src Agent ID {row['Destination_Agent_Id']} of Type {id_type} not found" found = any( int(agent[_type]) == int(row["Destination_Agent_Id"].split(" ")[-1]) for agent in agents ) assert ( found ), f"Destination Agent ID {row['Destiantion_Agent_Id']} of Type {id_type} not found" if ( _type == "logical_node_type_id" and row["Direction"] == "MEMORY_COPY_HOST_TO_DEVICE" ): assert row["Source_Agent_Id"].split(" ")[0] == "CPU" assert row["Destination_Agent_Id"].split(" ")[0] == "GPU" elif ( _type == "logical_node_type_id" and row["Direction"] == "MEMORY_COPY_DEVICE_TO_HOST" ): assert row["Source_Agent_Id"].split(" ")[0] == "GPU" assert row["Destination_Agent_Id"].split(" ")[0] == "CPU" def test_validate( csv_kernel_input, json_data, agent_index, csv_memory_allocation_input, csv_memory_copy_input, ): check_kernel_traces(json_data, csv_kernel_input, agent_index) check_memory_copy_traces(json_data, csv_memory_copy_input, agent_index) check_memory_allocation_traces(json_data, csv_memory_allocation_input, agent_index) if __name__ == "__main__": exit_code = pytest.main(["-x", __file__] + sys.argv[1:]) sys.exit(exit_code)