def RunShardedTests(self):
"""Runs tests in parallel using a pool of workers.
Returns:
A list of test results aggregated from all test runs.
"""
logging.warning('*' * 80)
logging.warning('Sharding in ' + str(len(self.attached_devices)) +
' devices.')
logging.warning('Note that the output is not synchronized.')
logging.warning('Look for the "Final result" banner in the end.')
logging.warning('*' * 80)
all_passed = []
test_results = TestResults()
tests_to_run = self.tests
for retry in xrange(self.retries):
logging.warning('Try %d of %d', retry + 1, self.retries)
self._SetupSharding(self.tests)
test_runners = self._MakeTestRunners(self.attached_devices)
logging.warning('Starting...')
pool = multiprocessing.Pool(len(self.attached_devices),
SetTestsContainer,
[PythonTestSharder.tests_container])
# List of TestResults objects from each test execution.
try:
results_lists = pool.map(_DefaultRunnable, test_runners)
except Exception:
logging.exception('Unable to run tests. Something with the '
'PythonTestRunners has gone wrong.')
raise FatalTestException(
'PythonTestRunners were unable to run tests.')
test_results = TestResults.FromTestResults(results_lists)
# Accumulate passing results.
all_passed += test_results.ok
# If we have failed tests, map them to tests to retry.
failed_tests = test_results.GetAllBroken()
tests_to_run = self._GetTestsToRetry(self.tests, failed_tests)
# Bail out early if we have no more tests. This can happen if all tests
# pass before we're out of retries, for example.
if not tests_to_run:
break
final_results = TestResults()
# all_passed has accumulated all passing test results.
# test_results will have the results from the most recent run, which could
# include a variety of failure modes (unknown, crashed, failed, etc).
final_results = test_results
final_results.ok = all_passed
return final_results
