This guide gets you started with gRPC in Python with a simple working example.
pip
version 9.0.1 or higherIf 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
Install gRPC:
python -m pip install grpcio
Or, to install it system wide:
sudo python -m pip install grpcio
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
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 v1.71.0 --depth 1 --shallow-submodules https://github.com/grpc/grpc # Navigate to the "hello, world" Python example:cd grpc/examples/python/helloworld
From the examples/python/helloworld
directory:
Run the server:
python greeter_server.py
From another terminal, run the client:
python greeter_client.py
Congratulations! You’ve just run a client-server application with gRPC.
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. messageHelloRequest {string name =1;}// The response message containing the greetings messageHelloReply {stringmessage=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. messageHelloRequest {string name =1;}// The response message containing the greetings messageHelloReply {stringmessage=1;}
Remember to save the file!
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.
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.
In the same directory, open greeter_server.py
. Implement the new method like this:
classGreeter(helloworld_pb2_grpc.GreeterServicer): defSayHello(self, request, context): return helloworld_pb2.HelloReply(message=f"Hello, {request.name}!") defSayHelloAgain(self, request, context): return helloworld_pb2.HelloReply(message=f"Hello again, {request.name}!") ...
In the same directory, open greeter_client.py
. Call the new method like this:
defrun(): 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)
Just like we did before, from the examples/python/helloworld
directory:
Run the server:
python greeter_server.py
From another terminal, run the client:
python greeter_client.py