1*cc02d7e2SAndroid Build Coastguard Worker# gRPC Python Server Reflection 2*cc02d7e2SAndroid Build Coastguard Worker 3*cc02d7e2SAndroid Build Coastguard WorkerThis document shows how to use gRPC Server Reflection in gRPC Python. 4*cc02d7e2SAndroid Build Coastguard WorkerPlease see [C++ Server Reflection Tutorial] for general information 5*cc02d7e2SAndroid Build Coastguard Workerand more examples how to use server reflection. 6*cc02d7e2SAndroid Build Coastguard Worker 7*cc02d7e2SAndroid Build Coastguard Worker## Enable server reflection in Python servers 8*cc02d7e2SAndroid Build Coastguard Worker 9*cc02d7e2SAndroid Build Coastguard WorkergRPC Python Server Reflection is an add-on library. To use it, first install 10*cc02d7e2SAndroid Build Coastguard Workerthe [grpcio-reflection] PyPI package into your project. 11*cc02d7e2SAndroid Build Coastguard Worker 12*cc02d7e2SAndroid Build Coastguard WorkerNote that with Python you need to manually register the service 13*cc02d7e2SAndroid Build Coastguard Workerdescriptors with the reflection service implementation when creating a server 14*cc02d7e2SAndroid Build Coastguard Worker(this isn't necessary with e.g. C++ or Java) 15*cc02d7e2SAndroid Build Coastguard Worker```python 16*cc02d7e2SAndroid Build Coastguard Worker# add the following import statement to use server reflection 17*cc02d7e2SAndroid Build Coastguard Workerfrom grpc_reflection.v1alpha import reflection 18*cc02d7e2SAndroid Build Coastguard Worker# ... 19*cc02d7e2SAndroid Build Coastguard Workerdef serve(): 20*cc02d7e2SAndroid Build Coastguard Worker server = grpc.server(futures.ThreadPoolExecutor(max_workers=10)) 21*cc02d7e2SAndroid Build Coastguard Worker helloworld_pb2_grpc.add_GreeterServicer_to_server(Greeter(), server) 22*cc02d7e2SAndroid Build Coastguard Worker # the reflection service will be aware of "Greeter" and "ServerReflection" services. 23*cc02d7e2SAndroid Build Coastguard Worker SERVICE_NAMES = ( 24*cc02d7e2SAndroid Build Coastguard Worker helloworld_pb2.DESCRIPTOR.services_by_name['Greeter'].full_name, 25*cc02d7e2SAndroid Build Coastguard Worker reflection.SERVICE_NAME, 26*cc02d7e2SAndroid Build Coastguard Worker ) 27*cc02d7e2SAndroid Build Coastguard Worker reflection.enable_server_reflection(SERVICE_NAMES, server) 28*cc02d7e2SAndroid Build Coastguard Worker server.add_insecure_port('[::]:50051') 29*cc02d7e2SAndroid Build Coastguard Worker server.start() 30*cc02d7e2SAndroid Build Coastguard Worker``` 31*cc02d7e2SAndroid Build Coastguard Worker 32*cc02d7e2SAndroid Build Coastguard WorkerPlease see [greeter_server_with_reflection.py] in the examples directory for the full 33*cc02d7e2SAndroid Build Coastguard Workerexample, which extends the gRPC [Python `Greeter` example] on a reflection-enabled server. 34*cc02d7e2SAndroid Build Coastguard Worker 35*cc02d7e2SAndroid Build Coastguard WorkerAfter starting the server, you can verify that the server reflection 36*cc02d7e2SAndroid Build Coastguard Workeris working properly by using the [`grpc_cli` command line tool]: 37*cc02d7e2SAndroid Build Coastguard Worker 38*cc02d7e2SAndroid Build Coastguard Worker ```sh 39*cc02d7e2SAndroid Build Coastguard Worker $ grpc_cli ls localhost:50051 40*cc02d7e2SAndroid Build Coastguard Worker ``` 41*cc02d7e2SAndroid Build Coastguard Worker 42*cc02d7e2SAndroid Build Coastguard Worker output: 43*cc02d7e2SAndroid Build Coastguard Worker ```sh 44*cc02d7e2SAndroid Build Coastguard Worker grpc.reflection.v1alpha.ServerReflection 45*cc02d7e2SAndroid Build Coastguard Worker helloworld.Greeter 46*cc02d7e2SAndroid Build Coastguard Worker ``` 47*cc02d7e2SAndroid Build Coastguard Worker 48*cc02d7e2SAndroid Build Coastguard Worker For more examples and instructions how to use the `grpc_cli` tool, 49*cc02d7e2SAndroid Build Coastguard Worker please refer to the [`grpc_cli` documentation] and the 50*cc02d7e2SAndroid Build Coastguard Worker [C++ Server Reflection Tutorial]. 51*cc02d7e2SAndroid Build Coastguard Worker 52*cc02d7e2SAndroid Build Coastguard Worker 53*cc02d7e2SAndroid Build Coastguard Worker## Use Server Reflection in a Python client 54*cc02d7e2SAndroid Build Coastguard Worker 55*cc02d7e2SAndroid Build Coastguard WorkerServer Reflection can be used by clients to get information about gRPC services 56*cc02d7e2SAndroid Build Coastguard Workerat runtime. We've provided a descriptor database called 57*cc02d7e2SAndroid Build Coastguard Worker[ProtoReflectionDescriptorDatabase](../../src/python/grpcio_reflection/grpc_reflection/v1alpha/proto_reflection_descriptor_database.py) 58*cc02d7e2SAndroid Build Coastguard Workerwhich implements the 59*cc02d7e2SAndroid Build Coastguard Worker[DescriptorDatabase](https://googleapis.dev/python/protobuf/latest/google/protobuf/descriptor_database.html#google.protobuf.descriptor_database.DescriptorDatabase) 60*cc02d7e2SAndroid Build Coastguard Workerinterface. It manages the communication between clients and reflection services 61*cc02d7e2SAndroid Build Coastguard Workerand the storage of received information. Clients can use it as using a local 62*cc02d7e2SAndroid Build Coastguard Workerdescriptor database. 63*cc02d7e2SAndroid Build Coastguard Worker 64*cc02d7e2SAndroid Build Coastguard Worker- To use Server Reflection with ProtoReflectionDescriptorDatabase, first 65*cc02d7e2SAndroid Build Coastguard Worker initialize an instance with a channel. 66*cc02d7e2SAndroid Build Coastguard Worker 67*cc02d7e2SAndroid Build Coastguard Worker ```Python 68*cc02d7e2SAndroid Build Coastguard Worker import grpc 69*cc02d7e2SAndroid Build Coastguard Worker from grpc_reflection.v1alpha.proto_reflection_descriptor_database import ProtoReflectionDescriptorDatabase 70*cc02d7e2SAndroid Build Coastguard Worker 71*cc02d7e2SAndroid Build Coastguard Worker channel = grpc.secure_channel(server_address, creds) 72*cc02d7e2SAndroid Build Coastguard Worker reflection_db = ProtoReflectionDescriptorDatabase(channel) 73*cc02d7e2SAndroid Build Coastguard Worker ``` 74*cc02d7e2SAndroid Build Coastguard Worker 75*cc02d7e2SAndroid Build Coastguard Worker- Then use this instance to feed a 76*cc02d7e2SAndroid Build Coastguard Worker [DescriptorPool](https://googleapis.dev/python/protobuf/latest/google/protobuf/descriptor_pool.html#google.protobuf.descriptor_pool.DescriptorPool). 77*cc02d7e2SAndroid Build Coastguard Worker 78*cc02d7e2SAndroid Build Coastguard Worker ```Python 79*cc02d7e2SAndroid Build Coastguard Worker from google.protobuf.descriptor_pool import DescriptorPool 80*cc02d7e2SAndroid Build Coastguard Worker 81*cc02d7e2SAndroid Build Coastguard Worker desc_pool = DescriptorPool(reflection_db) 82*cc02d7e2SAndroid Build Coastguard Worker ``` 83*cc02d7e2SAndroid Build Coastguard Worker 84*cc02d7e2SAndroid Build Coastguard Worker- Example usage of this descriptor pool: 85*cc02d7e2SAndroid Build Coastguard Worker 86*cc02d7e2SAndroid Build Coastguard Worker * Get Service/method descriptors. 87*cc02d7e2SAndroid Build Coastguard Worker 88*cc02d7e2SAndroid Build Coastguard Worker ```Python 89*cc02d7e2SAndroid Build Coastguard Worker service_desc = desc_pool.FindServiceByName("helloworld.Greeter") 90*cc02d7e2SAndroid Build Coastguard Worker method_desc = service_desc.FindMethodByName("helloworld.Greeter.SayHello") 91*cc02d7e2SAndroid Build Coastguard Worker ``` 92*cc02d7e2SAndroid Build Coastguard Worker 93*cc02d7e2SAndroid Build Coastguard Worker * Get message type descriptors and create messages dynamically. 94*cc02d7e2SAndroid Build Coastguard Worker 95*cc02d7e2SAndroid Build Coastguard Worker ```Python 96*cc02d7e2SAndroid Build Coastguard Worker request_desc = desc_pool.FindMessageTypeByName("helloworld.HelloRequest") 97*cc02d7e2SAndroid Build Coastguard Worker request = MessageFactory(desc_pool).GetPrototype(request_desc)() 98*cc02d7e2SAndroid Build Coastguard Worker ``` 99*cc02d7e2SAndroid Build Coastguard Worker 100*cc02d7e2SAndroid Build Coastguard Worker- You can also use the Reflection Database to list all the services: 101*cc02d7e2SAndroid Build Coastguard Worker 102*cc02d7e2SAndroid Build Coastguard Worker ```Python 103*cc02d7e2SAndroid Build Coastguard Worker services = reflection_db.get_services() 104*cc02d7e2SAndroid Build Coastguard Worker ``` 105*cc02d7e2SAndroid Build Coastguard Worker 106*cc02d7e2SAndroid Build Coastguard Worker 107*cc02d7e2SAndroid Build Coastguard Worker## Additional Resources 108*cc02d7e2SAndroid Build Coastguard Worker 109*cc02d7e2SAndroid Build Coastguard WorkerThe [Server Reflection Protocol] provides detailed 110*cc02d7e2SAndroid Build Coastguard Workerinformation about how the server reflection works and describes the server reflection 111*cc02d7e2SAndroid Build Coastguard Workerprotocol in detail. 112*cc02d7e2SAndroid Build Coastguard Worker 113*cc02d7e2SAndroid Build Coastguard Worker 114*cc02d7e2SAndroid Build Coastguard Worker[C++ Server Reflection Tutorial]: ../server_reflection_tutorial.md 115*cc02d7e2SAndroid Build Coastguard Worker[grpcio-reflection]: https://pypi.org/project/grpcio-reflection/ 116*cc02d7e2SAndroid Build Coastguard Worker[greeter_server_with_reflection.py]: https://github.com/grpc/grpc/blob/master/examples/python/helloworld/greeter_server_with_reflection.py 117*cc02d7e2SAndroid Build Coastguard Worker[Python `Greeter` example]: https://github.com/grpc/grpc/tree/master/examples/python/helloworld 118*cc02d7e2SAndroid Build Coastguard Worker[`grpc_cli` command line tool]: https://github.com/grpc/grpc/blob/master/doc/command_line_tool.md 119*cc02d7e2SAndroid Build Coastguard Worker[`grpc_cli` documentation]: ../command_line_tool.md 120*cc02d7e2SAndroid Build Coastguard Worker[C++ Server Reflection Tutorial]: ../server_reflection_tutorial.md 121*cc02d7e2SAndroid Build Coastguard Worker[Server Reflection Protocol]: ../server-reflection.md 122