##############################################################################bl # MIT License # # Copyright (c) 2021 - 2024 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. ##############################################################################el # Common helper routines for testing collateral import inspect import os import shutil import pandas as pd import pytest from unittest.mock import patch def check_resource_allocation(): """Check if CTEST resource allocation is enabled for parallel testing and set HIP_VISIBLE_DEVICES variable accordingly with assigned gpu index. """ if "CTEST_RESOURCE_GROUP_COUNT" not in os.environ: return if "CTEST_RESOURCE_GROUP_0_GPUS" in os.environ: resource = os.environ["CTEST_RESOURCE_GROUP_0_GPUS"] # extract assigned gpu id from env var: example format -> 'id:0,slots:1' for item in resource.split(","): key, value = item.split(":") if key == "id": os.environ["HIP_VISIBLE_DEVICES"] = value return return def get_output_dir(suffix="_output", clean_existing=True): """Provides a unique output directory based on the name of the calling test function with a suffix applied. Args: suffix (str, optional): suffix to append to output_dir. Defaults to "_output". clean_existing (bool, optional): Whether to remove existing directory if exists. Defaults to True. """ output_dir = inspect.stack()[1].function + suffix if clean_existing: if os.path.exists(output_dir): shutil.rmtree(output_dir) return output_dir def setup_workload_dir(input_dir, suffix="_tmp", clean_existing=True): """Provides a unique input workoad directory with contents of input_dir based on the name of the calling test function. Setup is a NOOP when tests run serially. """ if "PYTEST_XDIST_WORKER_COUNT" not in os.environ: return input_dir output_dir = inspect.stack()[1].function + suffix if clean_existing: if os.path.exists(output_dir): shutil.rmtree(output_dir) shutil.copytree(input_dir, output_dir) return output_dir def clean_output_dir(cleanup, output_dir): """Remove output directory generated from omniperf execution Args: cleanup (boolean): flag to enable/disable directory cleanup output_dir (string): name of directory to remove """ if cleanup: if os.path.exists(output_dir): shutil.rmtree(output_dir) return def check_csv_files(output_dir, num_devices, num_kernels): """Check profiling output csv files for expected number of entries (based on kernel invocations) Args: output_dir (string): output directory containing csv files num_kernels (int): number of kernels expected to have been profiled Returns: dict: dictionary housing file contents as pandas dataframe """ file_dict = {} files_in_workload = os.listdir(output_dir) for file in files_in_workload: if file.endswith(".csv"): file_dict[file] = pd.read_csv(output_dir + "/" + file) if "roofline" in file: assert len(file_dict[file].index) >= num_devices elif not "sysinfo" in file: assert len(file_dict[file].index) >= num_kernels elif file.endswith(".pdf"): file_dict[file] = "pdf" return file_dict def launch_omniperf(config, options, workload_dir, check_success=True): """Launch Omniperf with command-line optoins Args: config (list): runtime configuration settings options (list): command line options to provide to omniperf workload_dir (string): desired output directory check_success (bool, optional): Whether to verify successful exit condition. Defaults to True. Returns: exception: SystemExit exception """ with pytest.raises(SystemExit) as e: with patch( "sys.argv", options + ["--path", workload_dir, "--"] + config["app_1"] ): config["omniperf"].main() # verify run status if check_success: assert e.value.code == 0 return e