def test_python_version():
server_handle, _ = ray_client_server.init_and_serve("localhost:50051")
try:
ray = RayAPIStub()
info1 = ray.connect("localhost:50051")
assert info1["python_version"] == ".".join(
[str(x) for x in list(sys.version_info)[:3]])
ray.disconnect()
time.sleep(1)
def mock_connection_response():
return ray_client_pb2.ConnectionInfoResponse(
num_clients=1,
python_version="2.7.12",
ray_version="",
ray_commit="",
)
# inject mock connection function
server_handle.data_servicer._build_connection_response = \
mock_connection_response
ray = RayAPIStub()
with pytest.raises(RuntimeError):
_ = ray.connect("localhost:50051")
ray = RayAPIStub()
info3 = ray.connect("localhost:50051", ignore_version=True)
assert info3["num_clients"] == 1, info3
ray.disconnect()
finally:
ray_client_server.shutdown_with_server(server_handle.grpc_server)
time.sleep(2)
def test_num_clients():
# Tests num clients reporting; useful if you want to build an app that
# load balances clients between Ray client servers.
server_handle, _ = ray_client_server.init_and_serve("localhost:50051")
server = server_handle.grpc_server
try:
api1 = RayAPIStub()
info1 = api1.connect("localhost:50051")
assert info1["num_clients"] == 1, info1
api2 = RayAPIStub()
info2 = api2.connect("localhost:50051")
assert info2["num_clients"] == 2, info2
# Disconnect the first two clients.
api1.disconnect()
api2.disconnect()
time.sleep(1)
api3 = RayAPIStub()
info3 = api3.connect("localhost:50051")
assert info3["num_clients"] == 1, info3
# Check info contains ray and python version.
assert isinstance(info3["ray_version"], str), info3
assert isinstance(info3["ray_commit"], str), info3
assert isinstance(info3["python_version"], str), info3
assert isinstance(info3["protocol_version"], str), info3
api3.disconnect()
finally:
ray_client_server.shutdown_with_server(server)
time.sleep(2)
def shutdown(self, _exiting_interpreter=False):
self.disconnect()
import ray.util.client.server.server as ray_client_server
if self._server is None:
return
ray_client_server.shutdown_with_server(self._server,
_exiting_interpreter)
self._server = None
def init_and_serve_lazy():
cluster = ray._private.cluster_utils.Cluster()
cluster.add_node(num_cpus=1, num_gpus=0)
address = cluster.address
def connect():
ray.init(address=address)
server_handle = ray_client_server.serve("localhost:50051", connect)
yield server_handle
ray_client_server.shutdown_with_server(server_handle.grpc_server)
time.sleep(2)
def init_and_serve_lazy():
cluster = ray.cluster_utils.Cluster()
cluster.add_node(num_cpus=1, num_gpus=0)
cluster.wait_for_nodes(1)
address = cluster.address
def connect(job_config=None):
ray.init(address=address, job_config=job_config)
server_handle = ray_client_server.serve("localhost:50051", connect)
yield server_handle
ray_client_server.shutdown_with_server(server_handle.grpc_server)
time.sleep(2)
def test_basic_preregister():
from ray.util.client import ray
server, _ = ray_client_server.init_and_serve("localhost:50051")
try:
ray.connect("localhost:50051")
val = ray.get(hello_world.remote())
print(val)
assert val >= 20
assert val <= 200
c = C.remote(3)
x = c.double.remote()
y = c.double.remote()
ray.wait([x, y])
val = ray.get(c.get.remote())
assert val == 12
finally:
ray.disconnect()
ray_client_server.shutdown_with_server(server)
time.sleep(2)
def init_and_serve():
server_handle, _ = ray_client_server.init_and_serve("localhost:50051")
yield server_handle
ray_client_server.shutdown_with_server(server_handle.grpc_server)
time.sleep(2)