-
Notifications
You must be signed in to change notification settings - Fork 16
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Merge branch '198-profiling' into 'master'
Introduce Profiling Closes #198 See merge request barkhauseninstitut/wicon/hermespy!163
- Loading branch information
Showing
2 changed files
with
214 additions
and
8 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,185 @@ | ||
| # -*- coding: utf-8 -*- | ||
|
|
||
| import os | ||
| from sys import path, argv | ||
| import warnings | ||
| from binascii import hexlify | ||
| from typing import Union | ||
| from unittest.loader import TestLoader | ||
| from unittest.runner import TextTestRunner | ||
| from unittest.signals import registerResult | ||
| from unittest import TestCase, TestSuite | ||
| import memray | ||
| import json | ||
| from datetime import datetime | ||
|
|
||
| __author__ = "Jan Adler" | ||
| __copyright__ = "Copyright 2023, Barkhausen Institut gGmbH" | ||
| __credits__ = ["Jan Adler"] | ||
| __license__ = "AGPLv3" | ||
| __version__ = "1.2.0" | ||
| __maintainer__ = "Jan Adler" | ||
| __email__ = "[email protected]" | ||
| __status__ = "Prototype" | ||
|
|
||
|
|
||
| class TextTestRunnerWrapper(TextTestRunner): | ||
| """Overloads TextTestRunner.run to record time and memory allocation per test class. | ||
| Uses memray (github.com/bloomberg/memray).""" | ||
|
|
||
| def testSuitContainsTestCase(self, tests: Union[TestSuite, TestCase]) -> bool: | ||
| """Check if given TestSuite contains at least one TestCase. | ||
| Args: | ||
| tests (TestSuite | TestCase) | ||
| Return: | ||
| contains (bool): True if tests contains at least one TestCase, False otherwise.""" | ||
|
|
||
| if isinstance(tests, TestCase): | ||
| return True | ||
| for i, t in enumerate(tests): | ||
| if self.testSuitContainsTestCase(t): | ||
| return True | ||
| return False | ||
|
|
||
| def run(self, tests: Union[TestSuite, TestCase]): | ||
| """Runs each test in enumerate(tests) and records memory allocations and time. | ||
| Returns a list of test results for each test suite run.""" | ||
| # init results | ||
| self.perf_results = [] | ||
| self.results = [] | ||
| # init temp file | ||
| temp_filename = hexlify(os.urandom(8)).decode("ascii") | ||
| # make tests arg enumeratable if it a TestCase | ||
| tests_ = [tests] if isinstance(tests, TestCase) else tests | ||
| # for each test class | ||
| for index, test in enumerate(tests_): | ||
| if not self.testSuitContainsTestCase(test): | ||
| continue | ||
| # init results | ||
| testName = test.__repr__().split(' ')[2][8:] | ||
| # init memray report file | ||
| memray_temp_file = memray.FileDestination(f'{temp_filename}.bin', overwrite=True) | ||
| # further code is mostly copy-pasted from TextTestRunner | ||
| result = self._makeResult() | ||
| registerResult(result) | ||
| result.failfast = self.failfast | ||
| result.buffer = self.buffer | ||
| result.tb_locals = self.tb_locals | ||
| with warnings.catch_warnings(): | ||
| if self.warnings: | ||
| warnings.simplefilter(self.warnings) | ||
| if self.warnings in ['default', 'always']: | ||
| warnings.filterwarnings('module', | ||
| category=DeprecationWarning, | ||
| message=r'Please use assert\w+ instead.') | ||
| startTestRun = getattr(result, 'startTestRun', None) | ||
| if startTestRun is not None: | ||
| startTestRun() | ||
| try: | ||
| with memray.Tracker(destination=memray_temp_file): | ||
| test(result) | ||
| finally: | ||
| stopTestRun = getattr(result, 'stopTestRun', None) | ||
| if stopTestRun is not None: | ||
| stopTestRun() | ||
| result.printErrors() | ||
| # parse the results | ||
| os.system(f"memray stats --json -f -o {temp_filename}.json {temp_filename}.bin 2>&1 > /dev/null") | ||
| f = open(f'{temp_filename}.json') | ||
| j = json.load(f) | ||
| f.close() | ||
| bytesAllocated = j['total_bytes_allocated'] | ||
| timeTaken = datetime.fromisoformat(j['metadata']['end_time']) | ||
| timeTaken = timeTaken - datetime.fromisoformat(j['metadata']['start_time']) | ||
| timeTaken = timeTaken.microseconds // 1000 | ||
| self.perf_results.append((testName, timeTaken, bytesAllocated)) | ||
|
|
||
| expectedFails = unexpectedSuccesses = skipped = 0 | ||
| try: | ||
| results = map(len, (result.expectedFailures, | ||
| result.unexpectedSuccesses, | ||
| result.skipped)) | ||
| except AttributeError: | ||
| pass | ||
| else: | ||
| expectedFails, unexpectedSuccesses, skipped = results | ||
|
|
||
| infos = [] | ||
| if not result.wasSuccessful(): | ||
| self.stream.write("FAILED") | ||
| failed, errored = len(result.failures), len(result.errors) | ||
| if failed: | ||
| infos.append("failures=%d" % failed) | ||
| if errored: | ||
| infos.append("errors=%d" % errored) | ||
| else: | ||
| self.stream.write("OK") | ||
| if skipped: | ||
| infos.append("skipped=%d" % skipped) | ||
| if expectedFails: | ||
| infos.append("expected failures=%d" % expectedFails) | ||
| if unexpectedSuccesses: | ||
| infos.append("unexpected successes=%d" % unexpectedSuccesses) | ||
| if infos: | ||
| self.stream.writeln(" (%s)" % (", ".join(infos),)) | ||
| else: | ||
| self.stream.write("\n") | ||
| self.stream.flush() | ||
| self.results.append(result) | ||
| # cleanup | ||
| os.remove(f'{temp_filename}.json') | ||
| os.remove(f'{temp_filename}.bin') | ||
| # return | ||
| return self.results | ||
|
|
||
|
|
||
| if __name__ == "__main__": | ||
| # Remove the source directory from path lookup to prevent aliasing | ||
| repository = os.path.abspath(os.path.join(os.path.dirname(__file__), "../..")) | ||
|
|
||
| for dir in path: | ||
| if dir.lower() == repository: | ||
| path.remove(dir) | ||
|
|
||
| # Warn the user if we cannot detect hermes | ||
| try: | ||
| import hermespy | ||
|
|
||
| except ModuleNotFoundError: | ||
| print("Hermes could not be detected. Are you sure you installed it without the editable flag?") | ||
| exit(-1) | ||
|
|
||
| # Run all tests as usual | ||
| test_loader = TestLoader() | ||
| test_runner = TextTestRunnerWrapper(verbosity=2, failfast=False) | ||
| tests_dir = os.path.join(repository, "tests") | ||
|
|
||
| if len(argv) < 2: | ||
| start_dir = "." | ||
|
|
||
| else: | ||
| start_dir = argv[1] | ||
|
|
||
| if os.path.isfile(start_dir): | ||
| module_name = start_dir.replace(".py", "").replace(".\\", "").replace("./", "").replace("/", ".").replace("\\", ".") | ||
| tests = test_loader.loadTestsFromName(module_name) | ||
|
|
||
| else: | ||
| tests = test_loader.discover(start_dir, top_level_dir=tests_dir) | ||
|
|
||
| test_results = test_runner.run(tests) | ||
|
|
||
| # Write the performance results into a file | ||
| results_dir = os.path.join(repository, "scripts/performance/results" + os.path.abspath(start_dir)[len(tests_dir):]) | ||
| os.makedirs(results_dir, exist_ok=True) | ||
| file = open(results_dir + "/results.json", "wt") | ||
| json.dump(test_runner.perf_results, file, indent=2) | ||
| file.close() | ||
|
|
||
| # Return with a proper exit code indicating test success / failure | ||
| for test_result in test_results: | ||
| if not test_result.wasSuccessful(): | ||
| exit(1) | ||
| exit(0) |