def run_analyzers(args: argparse.Namespace):
"""
Launch the service with the specified analyzers. Blocks until a KeyboardInterrupt.
:param args: Parsed command line arguments.
:return: None
"""
log = logging.getLogger("run")
model_repository = create_model_repo_from_args(args)
log.info("Created %s", model_repository)
if args.request_server == "auto":
data_request_address = "%s:10301" % args.server.split(":")[0]
else:
data_request_address = args.request_server
data_service = DataService(data_request_address)
log.info("Created %s", data_service)
sys.path.append(os.getcwd())
manager = AnalyzerManager(
analyzers=[
importlib.import_module(a).analyzer_class for a in args.analyzer
],
model_repository=model_repository,
data_service=data_service,
)
sys.path = sys.path[:-1]
log.info("Created %s", manager)
listener = EventListener(address=args.server,
handlers=manager,
n_workers=args.workers)
log.info("Created %s", listener)
listener.start()
log.info("Listening %s", args.server)
listener.block()
model_repository.shutdown()
data_service.shutdown()
def test_push(self):
listener = EventListener("localhost:%d" % self.port,
self.handlers).start()
server.run("push", "4984b98b0e2375e9372fbab4eb4c9cd8f0c289c6",
"5833b4ba94154cf1ed07f37c32928c7b4411b36b", self.port)
self.assertIsInstance(self.handlers.request, PushEvent)
del listener
def test_push(self):
listener = EventListener("localhost:%d" % self.port,
self.handlers).start()
self.lookout_sdk.push(self.COMMIT_FROM,
self.COMMIT_TO,
self.port,
git_dir=os.getenv("LOOKOUT_SDK_ML_TESTS_GIT_DIR",
"."))
self.assertIsInstance(self.handlers.request, PushEvent)
del listener
def __enter__(self) -> "AnalyzerContextManager":
self.manager = AnalyzerManager(
analyzers=self.analyzer,
model_repository=self.model_repository,
data_service=self.data_service,
)
self.listener = EventListener(address="0.0.0.0:%d" % self.port,
handlers=self.manager,
n_workers=self.args.workers)
self.listener.start()
return self
def setUp(self):
self.setUpEvent = threading.Event()
self.tearDownEvent = threading.Event()
self.port = server.find_port()
self.listener = EventListener("localhost:%d" % self.port, self).start()
self.server_thread = threading.Thread(target=self.run_data_service)
self.server_thread.start()
self.data_service = DataService("localhost:10301")
self.url = "file://" + str(Path(lookout.__file__).parent.absolute())
self.ref = "refs/heads/master"
self.setUpEvent.wait()
def __enter__(self) -> "AnalyzerContextManager":
self.model_repository = create_model_repo_from_args(
self._sql_alchemy_model_args)
if self.init:
self.model_repository.init()
self.data_service = DataService(self.data_request_address)
self.manager = AnalyzerManager(analyzers=[self.analyzer],
model_repository=self.model_repository,
data_service=self.data_service)
self.listener = EventListener(address="0.0.0.0:%d" % self.port,
handlers=self.manager,
n_workers=1)
self.listener.start()
return self
def setUp(self):
self.setUpEvent = threading.Event()
self.tearDownEvent = threading.Event()
self.port = find_port()
self.lookout_sdk = LookoutSDK()
self.listener = EventListener("localhost:%d" % self.port, self).start()
self.server_thread = threading.Thread(target=self.run_data_service)
self.server_thread.start()
self.data_service = DataService("localhost:10301")
self.url = "file://" + str(
Path(lookout.core.__file__).parent.parent.absolute())
self.ref = "refs/heads/master"
self.setUpWasSuccessful = True
self.setUpEvent.wait()
if not self.setUpWasSuccessful:
self.fail("failed to setUp()")
def __enter__(self) -> "AnalyzerContextManager":
"""
Create the context and run the events listener.
"""
self.model_repository = create_model_repo_from_args(self._sql_alchemy_model_args)
if self.init:
self.model_repository.init()
self.data_service = DataService(self.data_request_address)
self.manager = AnalyzerManager(analyzers=[self.analyzer],
model_repository=self.model_repository,
data_service=self.data_service)
if not check_port_free(self._port):
self._port = find_port()
self.listener = EventListener(address="0.0.0.0:%d" % self._port, handlers=self.manager,
n_workers=1)
self.listener.start()
self._lookout_sdk = LookoutSDK()
return self