Merge pull request #248 from alibaba-damo-academy/dev_grpc

fix c++ grpc onnx server
This commit is contained in:
zhifu gao 2023-03-16 19:30:47 +08:00 committed by GitHub
commit 5cb70f0102
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
4 changed files with 40 additions and 23 deletions

View File

@ -3,7 +3,7 @@
#### Step 1. Build ../onnxruntime as it's document
```
#put onnx-lib & onnx-asr-model & vocab.txt into /data/asrmodel
#put onnx-lib & onnx-asr-model & vocab.txt into /path/to/asrmodel(eg: /data/asrmodel)
ls /data/asrmodel/
onnxruntime-linux-x64-1.14.0 speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch
@ -27,6 +27,7 @@ cmake -DgRPC_INSTALL=ON \
-DCMAKE_INSTALL_PREFIX=$GRPC_INSTALL_DIR \
../..
make
make install
popd
echo "export GRPC_INSTALL_DIR=/data/soft/grpc" >> ~/.bashrc
@ -37,12 +38,19 @@ source ~/.bashrc
#### Step 3. Compile and start grpc onnx paraformer server
```
# set -DONNXRUNTIME_DIR=/path/to/asrmodel/onnxruntime-linux-x64-1.14.0
./rebuild.sh
```
#### Step 4. Start grpc paraformer server
```
Usage: ./cmake/build/paraformer_server port thread_num /path/to/model_file
./cmake/build/paraformer_server 10108 4 /data/asrmodel/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch
```
#### Step 4. Start grpc python paraformer client on PC with MIC
#### Step 5. Start grpc python paraformer client on PC with MIC
```
cd ../python/grpc
python grpc_main_client_mic.py --host $server_ip --port 10108

View File

@ -29,7 +29,8 @@ using paraformer::Request;
using paraformer::Response;
using paraformer::ASR;
ASRServicer::ASRServicer() {
ASRServicer::ASRServicer(const char* model_path, int thread_num) {
AsrHanlde=RapidAsrInit(model_path, thread_num);
std::cout << "ASRServicer init" << std::endl;
init_flag = 0;
}
@ -135,7 +136,7 @@ grpc::Status ASRServicer::Recognize(
}
else {
RPASR_RESULT Result= RapidAsrRecogPCMBuffer(AsrHanlde, tmp_data.c_str(), data_len_int, RASR_NONE, NULL);
std::string asr_result = "你好你好我是asr识别结果。static";
std::string asr_result = ((RPASR_RECOG_RESULT*)Result)->msg;
auto end_time = std::chrono::duration_cast<std::chrono::milliseconds>(std::chrono::system_clock::now().time_since_epoch()).count();
std::string delay_str = std::to_string(end_time - begin_time);
@ -169,19 +170,26 @@ grpc::Status ASRServicer::Recognize(
}
void RunServer() {
std::string server_address("0.0.0.0:10108");
ASRServicer service;
void RunServer(const std::string& port, int thread_num, const char* model_path) {
std::string server_address;
server_address = "0.0.0.0:" + port;
ASRServicer service(model_path, thread_num);
ServerBuilder builder;
builder.AddListeningPort(server_address, grpc::InsecureServerCredentials());
builder.RegisterService(&service);
std::unique_ptr<Server> server(builder.BuildAndStart());
std::cout << "Server listening on " << server_address << std::endl;
server->Wait();
ServerBuilder builder;
builder.AddListeningPort(server_address, grpc::InsecureServerCredentials());
builder.RegisterService(&service);
std::unique_ptr<Server> server(builder.BuildAndStart());
std::cout << "Server listening on " << server_address << std::endl;
server->Wait();
}
int main(int argc, char** argv) {
RunServer();
return 0;
int main(int argc, char* argv[]) {
if (argc < 3)
{
printf("Usage: %s port thread_num /path/to/model_file\n", argv[0]);
exit(-1);
}
RunServer(argv[1], atoi(argv[2]), argv[3]);
return 0;
}

View File

@ -31,6 +31,12 @@ using paraformer::Request;
using paraformer::Response;
using paraformer::ASR;
typedef struct
{
std::string msg;
float snippet_time;
}RPASR_RECOG_RESULT;
class ASRServicer final : public ASR::Service {
private:
@ -39,13 +45,12 @@ class ASRServicer final : public ASR::Service {
std::unordered_map<std::string, std::string> client_transcription;
public:
ASRServicer();
ASRServicer(const char* model_path, int thread_num);
void clear_states(const std::string& user);
void clear_buffers(const std::string& user);
void clear_transcriptions(const std::string& user);
void disconnect(const std::string& user);
grpc::Status Recognize(grpc::ServerContext* context, grpc::ServerReaderWriter<Response, Request>* stream);
int nThreadNum = 4;
RPASR_HANDLE AsrHanlde=RapidAsrInit("/data/asrmodel/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/", nThreadNum);
RPASR_HANDLE AsrHanlde;
};

View File

@ -10,7 +10,3 @@ make
echo "Build cmake/build/paraformer_server successfully!"
echo "Start server"
./paraformer_server