''' :class:`.BenchMark` is a :class:`.TestPlugin` for benchmarking test functions. To use the plugin follow these three steps: * Flag a ``unittest.TestCase`` class with the ``__benchmark__ = True`` class attribute:: class MyBenchmark(unittest.TestCase): __benchmark__ = True def test_mybenchmark_function1(self): ... def test_mybenchmark_function2(self): ... * Run the test suite with the ``--benchmark`` command line option. Alternatively, you can use the ``bench`` command from your ``setup.py`` file. Simply add the ``bench`` entry in the ``setup.cfg``. [bench] test_modules = tests/bench The test class can implement additional methods to fine-tune how the benchmark plugin evaluate the performance and display results: * When implemented, the ``startUp`` method is invoked before each run of a test function. * The time taken to run a test once can be modified by implementing the ``getTime`` method which receives as only argument the time interval taken. By default it returns the same time interval. .. autoclass:: BenchMark ''' import time import math from inspect import isawaitable from unittest import TestSuite from pulsar.api import Setting from pulsar.utils.config import validate_pos_int from .base import WrapTest, TestPlugin BENCHMARK_TEMPLATE = ('{0[name]}: repeated {0[repeat]}(x{0[times]}) times, ' 'average {0[mean]} secs, stdev {0[std]}') def simple(info, *args): return info class BenchTest(WrapTest): def __init__(self, test, number, repeat): super().__init__(test) self.number = number self.repeat = repeat def update_summary(self, info, repeat, total_time, total_time2): mean = total_time/repeat std = math.sqrt((total_time2 - total_time*mean)/repeat) std = round(100*std/mean, 2) info.update({'repeat': repeat, 'times': self.number, 'mean': '%.5f' % mean, 'std': '{0} %'.format(std)}) async def _call(self): testMethod = self.testMethod testStartUp = getattr(self.test, 'startUp', lambda: None) testGetTime = getattr(self.test, 'getTime', simple) testGetInfo = getattr(self.test, 'getInfo', simple) testGetSummary = getattr(self.test, 'getSummary', simple) t = 0 t2 = 0 info = {'name': '%s.%s' % (self.test.__class__.__name__, testMethod.__name__)} for r in range(self.repeat): DT = 0 for r in range(self.number): testStartUp() start = time.monotonic() result = testMethod() delta = time.monotonic() - start if isawaitable(result): start = time.monotonic() await result delta += time.monotonic() - start dt = testGetTime(delta) testGetInfo(info, delta, dt) DT += dt t += DT t2 += DT*DT self.update_summary(info, self.repeat, t, t2) self.set_test_attribute('bench_info', testGetSummary(info, self.repeat, t, t2)) class BenchMark(TestPlugin): '''Benchmarking addon for pulsar test suite.''' desc = '''Run benchmarks function flagged with __benchmark__ attribute''' repeat = Setting( flags=['--repeat'], type=int, default=10, validator=validate_pos_int, desc='Default number of repetition when benchmarking.' ) def loadTestsFromTestCase(self, test_cls): bench = getattr(test_cls, '__benchmark__', False) if self.config.benchmark != bench: # skip the loading return TestSuite() def before_test_function_run(self, test, local): if self.config.benchmark: method_name = getattr(test, '_testMethodName', None) if method_name: method = getattr(test, method_name, None) bench = getattr(test, '__benchmark__', False) if not bench and method: bench = getattr(method, '__benchmark__', False) if bench: number = getattr(test, '__number__', 1) return BenchTest(test, number, self.config.repeat) def addSuccess(self, test): if self.config.benchmark and self.stream: result = getattr(test, 'bench_info', None) # if result and self.stream.showAll: if result: stream = self.stream.handler('benchmark') template = getattr(test, 'benchmark_template', BENCHMARK_TEMPLATE) stream.writeln(template.format(result)) stream.flush() self.result.addSuccess(test) return True def addError(self, test, err): msg = self._msg(test, 'ERROR') if msg: self.result.addError(test, err) return msg def addFailure(self, test, err): msg = self._msg(test, 'FAILURE') if msg: self.result.addFailure(test, err) return msg def addSkip(self, test, reason): msg = self._msg(test, 'SKIPPED') if msg: self.result.addSkip(test, reason) return msg def _msg(self, test, msg): if self.config.benchmark and self.stream: stream = self.stream.handler('benchmark') stream.writeln('%s: %s' % (test, msg)) stream.flush() return True