python使用grpc怎么处理prpto文件 既能发布http服务还能发布grpc服务 http写127.0.0.1:8080完整可执行代码
时间: 2024-12-17 09:54:23 浏览: 17
要使用gRPC(Google Remote Procedure Call)在Python中同时提供HTTP和gRPC服务,并且能够处理.proto文件,你需要遵循以下步骤:
1. 安装gRPC库和protobuf编译器:
首先确保已安装`grpcio`、`protobuf`以及`protoc`(Protocol Buffers编译器)。你可以使用pip进行安装:
```
pip install grpcio protobuf
```
2. 编写.proto文件:
创建一个`.proto`文件,例如`service.proto`,定义你的服务接口和服务数据结构。例如:
```proto
syntax = "proto3";
package my_service;
service MyService {
rpc HTTPGet (HttpRequest) returns (HttpResponse);
rpc GRPCMethod (MyRequest) returns (MyResponse);
}
message HttpRequest {
string path = 1;
}
message HttpResponse {
int status_code = 1;
string body = 2;
}
message MyRequest {
// ... Add your request fields here
}
message MyResponse {
// ... Add your response fields here
}
```
3. 使用`protoc`生成Python客户端和服务端代码:
运行`protoc`命令,将`.proto`文件转换为Python代码:
```
protoc -I=. --python_out=. --grpc_python_out=. service.proto
```
4. 实现服务端逻辑:
根据生成的`my_service_pb2.py`和`my_service_pb2_grpc.py`,创建服务端并实现HTTP和gRPC处理逻辑。例如:
```python
import asyncio
from concurrent import futures
from my_service_pb2 import MyRequest, MyResponse
from my_service_pb2_grpc import add_MyServiceServicer_to_server
class MyServiceImpl(object):
async def HTTPGet(self, request, context):
# Implement HTTP GET logic here
return HttpResponse(status_code=200, body="Hello HTTP")
async def GRPCMethod(self, request, context):
# Implement gRPC method logic here
# Use the request and context to create a MyResponse
return MyResponse(response_data="Hello gRPC")
def serve():
server = grpc.server(futures.ThreadPoolExecutor(max_workers=10))
add_MyServiceServicer_to_server(MyServiceImpl(), server)
server.add_insecure_port('[::]:50051') # For gRPC
server.add_insecure_port('[::]:8080') # For HTTP
server.start()
print("Server started, listening on :50051 for gRPC and :8080 for HTTP")
server.wait_for_termination()
if __name__ == '__main__':
asyncio.run(serve())
```
5. 测试HTTP和gRPC服务:
对于HTTP服务,可以在浏览器或curl中访问`http://localhost:8080/path`。对于gRPC服务,你可以使用gRPC客户端工具如`grpcui`,或者编写一个简单的Python客户端连接到`localhost:50051`。
```python
from concurrent.futures import ThreadPoolExecutor
import grpc
# For gRPC client
def run_grpc_client():
channel = grpc.insecure_channel('localhost:50051')
stub = my_service_pb2_grpc.MyServiceStub(channel)
request = MyRequest()
response = stub.GRPCMethod(request)
print(response.response_data)
if __name__ == "__main__":
with ThreadPoolExecutor() as executor:
executor.submit(run_grpc_client)
```
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