def test_is_data_model_consistent_2(self):
test_operator_1 = DummyUtil.dummy_operator(operator_name='test_operator_1')
test_operator_2 = DummyUtil.dummy_operator(operator_name='test_operator_2')
test_operator_1.set_data_model(model=DataModelType.BATCH)
test_operator_2.set_data_model(model=DataModelType.STREAMING)
test_operator_1.add_child(child_node=test_operator_2)
self.assertFalse(test_operator_2.is_data_model_consistent())
def test_execution_1(self):
test_operator_1 = DummyUtil.dummy_operator(operator_name='test_operator_1')
test_operator_2 = DummyUtil.dummy_operator(operator_name='test_operator_2')
test_operator_1.add_child(child_node=test_operator_2)
test_operator_1.set_status(status=Status.SUCCEEDED)
test_operator_1.execute()
self.assertEqual(test_operator_1.get_operator_snapshot().status, Status.SUCCEEDED)
def test_is_status_consistent_4(self):
test_operator_1 = DummyUtil.dummy_operator(operator_name='test_operator_1')
test_operator_2 = DummyUtil.dummy_operator(operator_name='test_operator_2')
test_operator_1.set_status(status=Status.SUCCEEDED)
test_operator_2.set_status(status=Status.FAILED)
test_operator_1.add_child(child_node=test_operator_2)
self.assertTrue(test_operator_2.is_status_consistent())
def test_is_status_consistent_1(self):
test_operator_1 = DummyUtil.dummy_operator(operator_name='test_operator_1')
test_operator_2 = DummyUtil.dummy_operator(operator_name='test_operator_2')
test_operator_1.set_status(status=Status.IDLE)
test_operator_2.set_status(status=Status.RUNNING)
test_operator_1.add_child(child_node=test_operator_2)
self.assertFalse(test_operator_2.is_status_consistent())
def test_execution_3(self):
test_operator_1 = DummyUtil.dummy_batch_operator(operator_name='test_operator_1')
test_operator_2 = DummyUtil.dummy_batch_operator(operator_name='test_operator_2')
test_operator_3 = DummyUtil.dummy_batch_operator(operator_name='test_operator_3')
test_operator_1.add_child(child_node=test_operator_2)
test_operator_2.add_child(child_node=test_operator_3)
test_operator_1.set_status(status=Status.FAILED)
test_operator_2.execute()
test_operator_3.execute()
self.assertEqual(test_operator_2.get_operator_snapshot().status, Status.FAILED)
self.assertEqual(test_operator_3.get_operator_snapshot().status, Status.FAILED)
def __init__(self, client_name, server_url):
super().__init__()
self._client_name = client_name
self._logger = DummyUtil.dummy_logging()
self._server_url = server_url.replace('http://',
'').replace('https://', '')
self._channel = None
def test_take_snapshot_1(self):
test_operator_1 = DummyUtil.dummy_operator(operator_name='test_operator_1')
test_operator_2 = DummyUtil.dummy_operator(operator_name='test_operator_2')
test_operator_1.set_status(status=Status.SUCCEEDED)
test_operator_2.set_status(status=Status.FAILED)
test_operator_1.add_child(child_node=test_operator_2)
expected_node_snapshot = NodeSnapshot()
expected_node_snapshot.node_name = 'test_operator_1'
expected_node_snapshot.children_names.extend(['test_operator_2'])
expected_operator_snapshot = OperatorSnapshot()
expected_operator_snapshot.operator_name = 'test_operator_1'
expected_operator_snapshot.data_model = DataModelType.DEFAULT
expected_operator_snapshot.status = Status.SUCCEEDED
expected_operator_snapshot.class_name = 'pslx.util.dummy_util.DummyOperator'
expected_operator_snapshot.node_snapshot.CopyFrom(expected_node_snapshot)
self.assertEqual(test_operator_1.get_operator_snapshot(), expected_operator_snapshot)
def start(self):
ttl_cleaner_op = TTLCleanerOp()
dummy_op = DummyUtil.dummy_batch_operator(
operator_name=self.get_class_name() + '_dummy')
self.add_operator_edge(from_operator=ttl_cleaner_op,
to_operator=dummy_op)
self.initialize()
self.execute()
def listening_to_log():
dedicated_logging_op = FrontendDedicatedLoggingOp()
dedicated_logging_container = FrontendDedicatedLoggingContainer()
dedicated_logging_container.add_operator_edge(
from_operator=dedicated_logging_op,
to_operator=DummyUtil.dummy_streaming_operator()
)
dedicated_logging_container.initialize()
dedicated_logging_container.execute()
def __init__(self, logger=None):
super().__init__()
if not logger:
self._logger = DummyUtil.dummy_logging()
else:
self._logger = logger
self._reader_status = Status.IDLE
self._writer_status = Status.IDLE
def __init__(self,
partitioner,
logger=DummyUtil.dummy_logger(),
delay=TimeSleepObj.ONE_TENTH_SECOND,
timeout=-1):
super().__init__()
self._partitioner = partitioner
self._timeout = timeout
self._delay = delay
self._logger = logger
def __init__(self, connection_str, logger=DummyUtil.dummy_logger()):
super().__init__()
self._logger = logger
self._connection_str = connection_str
self._connection = pika.BlockingConnection(
pika.URLParameters(connection_str))
self._channel = self._connection.channel()
tmp_result = self._channel.queue_declare(queue='', exclusive=True)
self._tmp_queue_name = tmp_result.method.queue
self._topic_names_to_types = {}
self._op = None
def __init__(self, ws_url, params, logger=DummyUtil.dummy_logger()):
super().__init__()
self._ws_url = ws_url
self._params = params
self._logger = logger
self._ws_connection = None
self._op = None
try:
self._loop = asyncio.get_event_loop()
except Exception as err:
self._logger.warning("Getting the loop with error: " + str(err) +
'.')
self._loop = asyncio.new_event_loop()
asyncio.set_event_loop(self._loop)
def __init__(self, container_name, logger=DummyUtil.dummy_logger()):
super().__init__()
self._container_name = container_name
self._is_initialized = False
self._snapshot_file_folder = FileUtil.join_paths_to_dir(
EnvUtil.get_pslx_env_variable(var='PSLX_SNAPSHOT_DIR'),
self._container_name)
self._start_time = None
self._end_time = None
self._logger = logger
self._upstream_ops = []
self._backend = None
self._status = Status.IDLE
self._counter = defaultdict(int)
def __init__(self, service_name, rpc_storage=None):
Base.__init__(self)
self._logger = DummyUtil.dummy_logger()
self._service_name = service_name
if rpc_storage:
assert rpc_storage.get_storage_type() == StorageType.PARTITIONER_STORAGE
if 'ttl' not in rpc_storage.get_dir_name():
self._SYS_LOGGER.warning("Warning. Please ttl the request log table.")
underlying_storage = ProtoTableStorage()
rpc_storage.set_underlying_storage(storage=underlying_storage)
rpc_storage.set_max_capacity(max_capacity=EnvUtil.get_pslx_env_variable('PSLX_INTERNAL_CACHE'))
self._rpc_storage = rpc_storage
self._request_timestamp = collections.deque()
self._request_response_pair = {}
def __init__(self, exchange_name, topic_name, connection_str, logger=DummyUtil.dummy_logger()):
super().__init__()
self._logger = logger
self._connection_str = connection_str
self._topic_name = topic_name
self._exchange_name = exchange_name
self._connection = pika.BlockingConnection(
pika.URLParameters(connection_str)
)
self._channel = self._connection.channel()
self._channel.exchange_declare(
exchange=self._exchange_name,
exchange_type='direct'
)
self._logger.info("Start publisher with topic name [" + self._topic_name + '] in exchange [' +
self._exchange_name + '].')
self._emit_lock = threading.Lock()
def __init__(self,
exchange,
queue_name,
connection_str,
logger=DummyUtil.dummy_logging()):
super().__init__()
self._logger = logger
self._connection = pika.BlockingConnection(
pika.URLParameters(connection_str))
self._channel = self._connection.channel()
self._queue_name = queue_name
self._exchange = exchange
self._channel.confirm_delivery()
self._channel.basic_consume(queue=queue_name,
on_message_callback=self.on_response,
auto_ack=True)
self._corr_id = None
self._response = None
def __init__(self,
queue_name,
connection_str,
logger=DummyUtil.dummy_logger()):
super().__init__()
self._logger = logger
self._connection = pika.BlockingConnection(
pika.URLParameters(connection_str))
self._channel = self._connection.channel()
self._queue_name = queue_name
result = self._channel.queue_declare(queue='', exclusive=True)
self._callback_queue = result.method.queue
self._logger.info("Callback queue is [" + self._callback_queue + '].')
self._channel.basic_consume(queue=self._callback_queue,
on_message_callback=self.on_response,
auto_ack=True)
self._corr_id = None
self._response = None
def __init__(self, container_name, logger=DummyUtil.dummy_logging(), ttl=-1):
super().__init__()
self._container_name = container_name
self._is_initialized = False
self._snapshot_file_folder = FileUtil.join_paths_to_dir_with_mode(
root_dir=FileUtil.join_paths_to_dir(
root_dir=EnvUtil.get_pslx_env_variable(var='PSLX_DATABASE'),
base_name='snapshots'
),
base_name=self.get_class_name() + '__' + container_name,
ttl=ttl
)
self._start_time = None
self._end_time = None
self._logger = logger
self._upstream_ops = []
self._backend = None
self._status = Status.IDLE
self._counter = defaultdict(int)
subscriber = Subscriber(
connection_str='amqp://*****:*****@localhost:5672'
)
subscriber.bind_to_op(self)
subscriber.subscribe(
exchange_name='test_exchange_1',
topic_name='test1',
message_type=HealthCheckerRequest
)
subscriber.subscribe(
exchange_name='test_exchange_2',
topic_name='test2',
message_type=HealthCheckerRequest
)
subscriber.start()
class SubscriberExampleContainer(DefaultStreamingContainer):
def __init__(self):
super().__init__(container_name='subscriber_example_container', ttl=7)
if __name__ == "__main__":
op = SubscriberExampleOp()
container = SubscriberExampleContainer()
container.add_operator_edge(from_operator=op, to_operator=DummyUtil.dummy_streaming_operator())
container.initialize()
container.execute()
def test_set_status(self):
test_operator = DummyUtil.dummy_operator(operator_name='test_operator')
test_operator.set_status(status=Status.FAILED)
self.assertEqual(test_operator.get_status(), Status.FAILED)
def test_is_done(self):
test_operator = DummyUtil.dummy_operator(operator_name='test_operator')
test_operator.set_status(status=Status.FAILED)
self.assertFalse(test_operator.is_done())
def __init__(self, logger=None):
super().__init__()
if not logger:
self._logger = DummyUtil.dummy_logger()
else:
self._logger = logger
def test_mark_as_done(self):
test_operator = DummyUtil.dummy_operator(operator_name='test_operator')
test_operator.mark_as_done()
self.assertTrue(test_operator.is_done())
def test_unset_model(self):
test_operator = DummyUtil.dummy_operator(operator_name='test_operator')
test_operator.unset_data_model()
self.assertEqual(test_operator.get_data_model(), DataModelType.DEFAULT)
def test_set_data_model(self):
test_operator = DummyUtil.dummy_operator(operator_name='test_operator')
test_operator.set_data_model(model=DataModelType.BATCH)
self.assertEqual(test_operator.get_data_model(), DataModelType.BATCH)
container1 = HelloWorldContainer()
container1.bind_backend(
server_url="localhost:11443"
)
container1.add_operator_edge(from_operator=op1, to_operator=op3)
container1.add_operator_edge(from_operator=op1, to_operator=op4)
container1.add_operator_edge(from_operator=op2, to_operator=op3)
container1.add_operator_edge(from_operator=op2, to_operator=op4)
container1.initialize()
container1.execute()
container2 = HelloWorldContainer(container_name='hello_world_container_2')
container2.bind_backend(
server_url="localhost:11443"
)
dummy_op = DummyUtil.dummy_batch_operator(operator_name='dummy')
op1.set_config(
config={
'save_snapshot': True,
}
)
op1.unset_dependency()
op1.unset_status()
op2.unset_dependency()
op2.unset_status()
op3.unset_dependency()
op3.unset_status()
op4.unset_dependency()
op4.unset_status()
def test_unset_status(self):
test_operator = DummyUtil.dummy_operator(operator_name='test_operator')
test_operator.unset_status()
self.assertEqual(test_operator.get_status(), Status.IDLE)
op2 = HelloWorldOp(operator_name='hello_world_op2')
op3 = HelloWorldOp(operator_name='hello_world_op3')
op4 = HelloWorldOp(operator_name='hello_world_op4')
container1 = HelloWorldContainer()
container1.bind_backend(server_url="localhost:11443")
container1.add_operator_edge(from_operator=op1, to_operator=op3)
container1.add_operator_edge(from_operator=op1, to_operator=op4)
container1.add_operator_edge(from_operator=op2, to_operator=op3)
container1.add_operator_edge(from_operator=op2, to_operator=op4)
container1.initialize()
container1.execute()
op1.unset_dependency()
op1.unset_status()
op2.unset_dependency()
op2.unset_status()
op3.unset_dependency()
op3.unset_status()
op4.unset_dependency()
op4.unset_status()
container2 = HelloWorldContainer(container_name='hello_world_container_2')
container2.bind_backend(server_url="localhost:11443")
dummy_op = DummyUtil.dummy_streaming_operator(operator_name='dummy')
container2.add_operator_edge(from_operator=op1, to_operator=dummy_op)
container2.add_operator_edge(from_operator=op2, to_operator=dummy_op)
container2.add_operator_edge(from_operator=op3, to_operator=dummy_op)
container2.add_operator_edge(from_operator=op4, to_operator=dummy_op)
container2.initialize()
container2.execute()
def test_wait_for_upstream_status(self):
test_operator_1 = DummyUtil.dummy_operator(operator_name='test_operator_1')
test_operator_2 = DummyUtil.dummy_operator(operator_name='test_operator_2')
test_operator_1.add_child(child_node=test_operator_2)
test_operator_1.set_status(status=Status.SUCCEEDED)
self.assertListEqual(test_operator_2.wait_for_upstream_status(), [])