Quick start
This guide gets you started with gRPC in Python with a simple working example.
Quick start
Prerequisites
If necessary, upgrade your version of pip :
$ python -m pip install --upgrade pip If you cannot upgrade pip due to a system-owned installation, you can run the example in a virtualenv:
$ python -m pip install virtualenv $ virtualenv venv $ source venv/bin/activate $ python -m pip install --upgrade pip gRPC
$ python -m pip install grpcio Or, to install it system wide:
$ sudo python -m pip install grpcio gRPC tools
Python’s gRPC tools include the protocol buffer compiler protoc and the special plugin for generating server and client code from .proto service definitions. For the first part of our quick-start example, we’ve already generated the server and client stubs from helloworld.proto , but you’ll need the tools for the rest of our quick start, as well as later tutorials and your own projects.
To install gRPC tools, run:
$ python -m pip install grpcio-tools Download the example
You’ll need a local copy of the example code to work through this quick start. Download the example code from our GitHub repository (the following command clones the entire repository, but you just need the examples for this quick start and other tutorials):
# Clone the repository to get the example code: $ git clone -b v1.56.0 --depth 1 --shallow-submodules https://github.com/grpc/grpc # Navigate to the "hello, world" Python example: $ cd grpc/examples/python/helloworld Run a gRPC application
From the examples/python/helloworld directory:
Congratulations! You’ve just run a client-server application with gRPC.
Update the gRPC service
Now let’s look at how to update the application with an extra method on the server for the client to call. Our gRPC service is defined using protocol buffers; you can find out lots more about how to define a service in a .proto file in Introduction to gRPC and Basics tutorial. For now all you need to know is that both the server and the client “stub” have a SayHello RPC method that takes a HelloRequest parameter from the client and returns a HelloReply from the server, and that this method is defined like this:
// The greeting service definition. service Greeter // Sends a greeting rpc SayHello (HelloRequest) returns (HelloReply) <> > // The request message containing the user's name. message HelloRequest string name = 1; > // The response message containing the greetings message HelloReply string message = 1; > Let’s update this so that the Greeter service has two methods. Edit examples/protos/helloworld.proto and update it with a new SayHelloAgain method, with the same request and response types:
// The greeting service definition. service Greeter // Sends a greeting rpc SayHello (HelloRequest) returns (HelloReply) <> // Sends another greeting rpc SayHelloAgain (HelloRequest) returns (HelloReply) <> > // The request message containing the user's name. message HelloRequest string name = 1; > // The response message containing the greetings message HelloReply string message = 1; > Remember to save the file!
Generate gRPC code
Next we need to update the gRPC code used by our application to use the new service definition.
From the examples/python/helloworld directory, run:
$ python -m grpc_tools.protoc -I../../protos --python_out=. --pyi_out=. --grpc_python_out=. ../../protos/helloworld.proto This regenerates helloworld_pb2.py which contains our generated request and response classes and helloworld_pb2_grpc.py which contains our generated client and server classes.
Update and run the application
We now have new generated server and client code, but we still need to implement and call the new method in the human-written parts of our example application.
Update the server
In the same directory, open greeter_server.py . Implement the new method like this:
class Greeter(helloworld_pb2_grpc.GreeterServicer): def SayHello(self, request, context): return helloworld_pb2.HelloReply(message=f'Hello, request.name>!') def SayHelloAgain(self, request, context): return helloworld_pb2.HelloReply(message=f'Hello again, request.name>!') . Update the client
In the same directory, open greeter_client.py . Call the new method like this:
def run(): with grpc.insecure_channel('localhost:50051') as channel: stub = helloworld_pb2_grpc.GreeterStub(channel) response = stub.SayHello(helloworld_pb2.HelloRequest(name='you')) print("Greeter client received: " + response.message) response = stub.SayHelloAgain(helloworld_pb2.HelloRequest(name='you')) print("Greeter client received: " + response.message) Run!
Just like we did before, from the examples/python/helloworld directory: