From 3d9f094e9652d4b84894c6fd4eae39a4a753b0f0 Mon Sep 17 00:00:00 2001
From: 游雁 <zhifu.gzf@alibaba-inc.com>
Date: 星期二, 16 五月 2023 23:48:00 +0800
Subject: [PATCH] train
---
funasr/runtime/grpc/Readme.md | 188 ++++++++++++++++++++++++++++++++++++++++++----
1 files changed, 171 insertions(+), 17 deletions(-)
diff --git a/funasr/runtime/grpc/Readme.md b/funasr/runtime/grpc/Readme.md
index 57e86d1..71bb035 100644
--- a/funasr/runtime/grpc/Readme.md
+++ b/funasr/runtime/grpc/Readme.md
@@ -1,14 +1,10 @@
-## paraformer grpc onnx server
+# Service with grpc-cpp
+## For the Server
-#### build ../onnxruntime as it's document
-```
-#put onnx lib and model into /data/asrmodel
-ls /data/asrmodel/
-onnxruntime-linux-x64-1.14.0 speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch
-```
+### Build [onnxruntime](./onnxruntime_cpp.md) as it's document
-#### compile and install grpc v1.52.0 in case of grpc bugs
+### Compile and install grpc v1.52.0 in case of grpc bugs
```
export GRPC_INSTALL_DIR=/data/soft/grpc
export PKG_CONFIG_PATH=$GRPC_INSTALL_DIR/lib/pkgconfig
@@ -24,6 +20,7 @@
-DCMAKE_INSTALL_PREFIX=$GRPC_INSTALL_DIR \
../..
make
+make install
popd
echo "export GRPC_INSTALL_DIR=/data/soft/grpc" >> ~/.bashrc
@@ -32,18 +29,175 @@
source ~/.bashrc
```
-#### compile grpc onnx paraformer server
+### Compile and start grpc onnx paraformer server
```
-#depends on ../onnxruntime
-#file vocab.txt : UTF-8 Unicode text
-
+# set -DONNXRUNTIME_DIR=/path/to/asrmodel/onnxruntime-linux-x64-1.14.0
./rebuild.sh
```
+### Start grpc paraformer server
+```
+
+./cmake/build/paraformer-server --port-id <string> [--punc-quant <string>]
+ [--punc-dir <string>] [--vad-quant <string>]
+ [--vad-dir <string>] [--quantize <string>]
+ --model-dir <string> [--] [--version] [-h]
+Where:
+ --port-id <string>
+ (required) port id
+ --model-dir <string>
+ (required) the asr model path, which contains model.onnx, config.yaml, am.mvn
+ --quantize <string>
+ false (Default), load the model of model.onnx in model_dir. If set true, load the model of model_quant.onnx in model_dir
+
+ --vad-dir <string>
+ the vad model path, which contains model.onnx, vad.yaml, vad.mvn
+ --vad-quant <string>
+ false (Default), load the model of model.onnx in vad_dir. If set true, load the model of model_quant.onnx in vad_dir
+
+ --punc-dir <string>
+ the punc model path, which contains model.onnx, punc.yaml
+ --punc-quant <string>
+ false (Default), load the model of model.onnx in punc_dir. If set true, load the model of model_quant.onnx in punc_dir
+
+ Required: --port-id <string> --model-dir <string>
+ If use vad, please add: --vad-dir <string>
+ If use punc, please add: --punc-dir <string>
+```
+
+## For the client
+
+### Install the requirements as in [grpc-python](./docs/grpc_python.md)
+
+```shell
+git clone https://github.com/alibaba/FunASR.git && cd FunASR
+cd funasr/runtime/python/grpc
+pip install -r requirements_client.txt
+```
+
+### Generate protobuf file
+Run on server, the two generated pb files are both used for server and client
+
+```shell
+# paraformer_pb2.py and paraformer_pb2_grpc.py are already generated,
+# regenerate it only when you make changes to ./proto/paraformer.proto file.
+python -m grpc_tools.protoc --proto_path=./proto -I ./proto --python_out=. --grpc_python_out=./ ./proto/paraformer.proto
+```
+
+### Start grpc client
+```
+# Start client.
+python grpc_main_client_mic.py --host 127.0.0.1 --port 10095
+```
+
+[//]: # (```)
+
+[//]: # (# go to ../python/grpc to find this package)
+
+[//]: # (import paraformer_pb2)
+
+[//]: # ()
+[//]: # ()
+[//]: # (class RecognizeStub:)
+
+[//]: # ( def __init__(self, channel):)
+
+[//]: # ( self.Recognize = channel.stream_stream()
+
+[//]: # ( '/paraformer.ASR/Recognize',)
+
+[//]: # ( request_serializer=paraformer_pb2.Request.SerializeToString,)
+
+[//]: # ( response_deserializer=paraformer_pb2.Response.FromString,)
+
+[//]: # ( ))
+
+[//]: # ()
+[//]: # ()
+[//]: # (async def send(channel, data, speaking, isEnd):)
+
+[//]: # ( stub = RecognizeStub(channel))
+
+[//]: # ( req = paraformer_pb2.Request())
+
+[//]: # ( if data:)
+
+[//]: # ( req.audio_data = data)
+
+[//]: # ( req.user = 'zz')
+
+[//]: # ( req.language = 'zh-CN')
+
+[//]: # ( req.speaking = speaking)
+
+[//]: # ( req.isEnd = isEnd)
+
+[//]: # ( q = queue.SimpleQueue())
+
+[//]: # ( q.put(req))
+
+[//]: # ( return stub.Recognize(iter(q.get, None)))
+
+[//]: # ()
+[//]: # (# send the audio data once)
+
+[//]: # (async def grpc_rec(data, grpc_uri):)
+
+[//]: # ( with grpc.insecure_channel(grpc_uri) as channel:)
+
+[//]: # ( b = time.time())
+
+[//]: # ( response = await send(channel, data, False, False))
+
+[//]: # ( resp = response.next())
+
+[//]: # ( text = '')
+
+[//]: # ( if 'decoding' == resp.action:)
+
+[//]: # ( resp = response.next())
+
+[//]: # ( if 'finish' == resp.action:)
+
+[//]: # ( text = json.loads(resp.sentence)['text'])
+
+[//]: # ( response = await send(channel, None, False, True))
+
+[//]: # ( return {)
+
+[//]: # ( 'text': text,)
+
+[//]: # ( 'time': time.time() - b,)
+
+[//]: # ( })
+
+[//]: # ()
+[//]: # (async def test():)
+
+[//]: # ( # fc = FunAsrGrpcClient('127.0.0.1', 9900))
+
+[//]: # ( # t = await fc.rec(wav.tobytes()))
+
+[//]: # ( # print(t))
+
+[//]: # ( wav, _ = sf.read('z-10s.wav', dtype='int16'))
+
+[//]: # ( uri = '127.0.0.1:9900')
+
+[//]: # ( res = await grpc_rec(wav.tobytes(), uri))
+
+[//]: # ( print(res))
+
+[//]: # ()
+[//]: # ()
+[//]: # (if __name__ == '__main__':)
+
+[//]: # ( asyncio.run(test()))
+
+[//]: # ()
+[//]: # (```)
-#### start grpc python paraformer client on PC with MIC
-```
-cd ../python/grpc
-python grpc_main_client_mic.py --host $server_ip --port 10108
-```
+## Acknowledge
+1. This project is maintained by [FunASR community](https://github.com/alibaba-damo-academy/FunASR).
+2. We acknowledge [DeepScience](https://www.deepscience.cn) for contributing the grpc service.
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