Files
openvino/tests/memory_tests/test_runner/test_memorytest.py
2022-01-19 01:07:49 +03:00

78 lines
2.8 KiB
Python

# Copyright (C) 2018-2022 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
"""Main entry-point to run tests tests.
Default run:
$ pytest test_test.py
Options[*]:
--test_conf Path to test config
--exe Path to test binary to execute
--niter Number of times to run executable
[*] For more information see conftest.py
"""
import logging
import os
import shutil
import sys
from pathlib import Path
# add utils folder to imports
UTILS_DIR = os.path.join(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))), "utils")
sys.path.insert(0, str(UTILS_DIR))
from path_utils import expand_env_vars
MEMORY_TESTS_DIR = os.path.dirname(os.path.dirname(__file__))
sys.path.append(MEMORY_TESTS_DIR)
from scripts.run_memorytest import run_memorytest
from test_runner.utils import compare_with_references
def test(instance, executable, niter, temp_dir, omz_models_conversion, validate_test_case, prepare_db_info):
"""Parameterized test.
:param instance: test instance. Should not be changed during test run
:param executable: test executable to run
:param niter: number of times to run executable
:param temp_dir: path to a temporary directory. Will be cleaned up after test run
:param validate_test_case: custom pytest fixture. Should be declared as test argument to be enabled
:param prepare_db_info: custom pytest fixture. Should be declared as test argument to be enabled
:param omz_models_conversion: custom pytest fixture. Should be declared as test argument to be enabled
"""
# Prepare model to get model_path
model_path = ''
cache_model_path = instance["instance"]["model"].get("cache_path")
irs_model_path = instance["instance"]["model"].get("irs_out_path")
if os.path.isfile(irs_model_path):
model_path = irs_model_path
elif os.path.isfile(cache_model_path):
model_path = cache_model_path
assert model_path, "Model path is empty"
model_path = Path(expand_env_vars(model_path))
# Copy model to a local temporary directory
model_dir = temp_dir / "model"
shutil.copytree(model_path.parent, model_dir)
model_path = model_dir / model_path.name
# Run executable
exe_args = {
"executable": Path(executable),
"model": Path(model_path),
"device": instance["instance"]["device"]["name"],
"niter": niter
}
retcode, msg, aggr_stats, raw_stats = run_memorytest(exe_args, log=logging)
assert retcode == 0, f"Run of executable failed: {msg}"
# Add test results to submit to database and save in new test conf as references
instance["results"] = aggr_stats
instance["raw_results"] = raw_stats
# Compare with references
metrics_comparator_status = compare_with_references(aggr_stats, instance["orig_instance"]["references"])
assert metrics_comparator_status == 0, "Comparison with references failed"