From 651737380b2be42ae5182a777abb0938a36aedc1 Mon Sep 17 00:00:00 2001
From: jmwang66 <wangjiaming.wjm@alibaba-inc.com>
Date: 星期三, 09 八月 2023 16:48:02 +0800
Subject: [PATCH] Merge branch 'main' into dev_wjm_modelscope
---
funasr/runtime/websocket/funasr-wss-server-2pass.cpp | 419 +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
1 files changed, 419 insertions(+), 0 deletions(-)
diff --git a/funasr/runtime/websocket/funasr-wss-server-2pass.cpp b/funasr/runtime/websocket/funasr-wss-server-2pass.cpp
new file mode 100644
index 0000000..835cd8e
--- /dev/null
+++ b/funasr/runtime/websocket/funasr-wss-server-2pass.cpp
@@ -0,0 +1,419 @@
+/**
+ * Copyright FunASR (https://github.com/alibaba-damo-academy/FunASR). All Rights
+ * Reserved. MIT License (https://opensource.org/licenses/MIT)
+ */
+/* 2022-2023 by zhaomingwork */
+
+// io server
+// Usage:funasr-wss-server [--model_thread_num <int>] [--decoder_thread_num
+// <int>]
+// [--io_thread_num <int>] [--port <int>] [--listen_ip
+// <string>] [--punc-quant <string>] [--punc-dir <string>]
+// [--vad-quant <string>] [--vad-dir <string>] [--quantize
+// <string>] --model-dir <string> [--] [--version] [-h]
+#include <unistd.h>
+#include "websocket-server-2pass.h"
+
+using namespace std;
+void GetValue(TCLAP::ValueArg<std::string>& value_arg, string key,
+ std::map<std::string, std::string>& model_path) {
+ model_path.insert({key, value_arg.getValue()});
+ LOG(INFO) << key << " : " << value_arg.getValue();
+}
+int main(int argc, char* argv[]) {
+ try {
+ google::InitGoogleLogging(argv[0]);
+ FLAGS_logtostderr = true;
+
+ TCLAP::CmdLine cmd("funasr-wss-server", ' ', "1.0");
+ TCLAP::ValueArg<std::string> download_model_dir(
+ "", "download-model-dir",
+ "Download model from Modelscope to download_model_dir", false,
+ "/workspace/models", "string");
+ TCLAP::ValueArg<std::string> offline_model_dir(
+ "", OFFLINE_MODEL_DIR,
+ "default: damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx, the asr model path, which "
+ "contains model_quant.onnx, config.yaml, am.mvn",
+ false, "damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx", "string");
+ TCLAP::ValueArg<std::string> online_model_dir(
+ "", ONLINE_MODEL_DIR,
+ "default: damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-online-onnx, the asr model path, which "
+ "contains model_quant.onnx, config.yaml, am.mvn",
+ false, "damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-online-onnx", "string");
+
+ TCLAP::ValueArg<std::string> offline_model_revision(
+ "", "offline-model-revision", "ASR offline model revision", false,
+ "v1.2.1", "string");
+
+ TCLAP::ValueArg<std::string> online_model_revision(
+ "", "online-model-revision", "ASR online model revision", false,
+ "v1.0.6", "string");
+
+ TCLAP::ValueArg<std::string> quantize(
+ "", QUANTIZE,
+ "true (Default), load the model of model_quant.onnx in model_dir. If "
+ "set "
+ "false, load the model of model.onnx in model_dir",
+ false, "true", "string");
+ TCLAP::ValueArg<std::string> vad_dir(
+ "", VAD_DIR,
+ "default: damo/speech_fsmn_vad_zh-cn-16k-common-onnx, the vad model path, which contains "
+ "model_quant.onnx, vad.yaml, vad.mvn",
+ false, "damo/speech_fsmn_vad_zh-cn-16k-common-onnx", "string");
+ TCLAP::ValueArg<std::string> vad_revision(
+ "", "vad-revision", "VAD model revision", false, "v1.2.0", "string");
+ TCLAP::ValueArg<std::string> vad_quant(
+ "", VAD_QUANT,
+ "true (Default), load the model of model_quant.onnx in vad_dir. If set "
+ "false, load the model of model.onnx in vad_dir",
+ false, "true", "string");
+ TCLAP::ValueArg<std::string> punc_dir(
+ "", PUNC_DIR,
+ "default: damo/punc_ct-transformer_zh-cn-common-vad_realtime-vocab272727-onnx, the punc model path, which contains "
+ "model_quant.onnx, punc.yaml",
+ false, "damo/punc_ct-transformer_zh-cn-common-vad_realtime-vocab272727-onnx", "string");
+ TCLAP::ValueArg<std::string> punc_revision(
+ "", "punc-revision", "PUNC model revision", false, "v1.0.2", "string");
+ TCLAP::ValueArg<std::string> punc_quant(
+ "", PUNC_QUANT,
+ "true (Default), load the model of model_quant.onnx in punc_dir. If "
+ "set "
+ "false, load the model of model.onnx in punc_dir",
+ false, "true", "string");
+
+ TCLAP::ValueArg<std::string> listen_ip("", "listen-ip", "listen ip", false,
+ "0.0.0.0", "string");
+ TCLAP::ValueArg<int> port("", "port", "port", false, 10095, "int");
+ TCLAP::ValueArg<int> io_thread_num("", "io-thread-num", "io thread num",
+ false, 8, "int");
+ TCLAP::ValueArg<int> decoder_thread_num(
+ "", "decoder-thread-num", "decoder thread num", false, 8, "int");
+ TCLAP::ValueArg<int> model_thread_num("", "model-thread-num",
+ "model thread num", false, 4, "int");
+
+ TCLAP::ValueArg<std::string> certfile(
+ "", "certfile",
+ "default: ../../../ssl_key/server.crt, path of certficate for WSS "
+ "connection. if it is empty, it will be in WS mode.",
+ false, "../../../ssl_key/server.crt", "string");
+ TCLAP::ValueArg<std::string> keyfile(
+ "", "keyfile",
+ "default: ../../../ssl_key/server.key, path of keyfile for WSS "
+ "connection",
+ false, "../../../ssl_key/server.key", "string");
+
+ cmd.add(certfile);
+ cmd.add(keyfile);
+
+ cmd.add(download_model_dir);
+ cmd.add(offline_model_dir);
+ cmd.add(online_model_dir);
+ cmd.add(offline_model_revision);
+ cmd.add(online_model_revision);
+ cmd.add(quantize);
+ cmd.add(vad_dir);
+ cmd.add(vad_revision);
+ cmd.add(vad_quant);
+ cmd.add(punc_dir);
+ cmd.add(punc_revision);
+ cmd.add(punc_quant);
+
+ cmd.add(listen_ip);
+ cmd.add(port);
+ cmd.add(io_thread_num);
+ cmd.add(decoder_thread_num);
+ cmd.add(model_thread_num);
+ cmd.parse(argc, argv);
+
+ std::map<std::string, std::string> model_path;
+ GetValue(offline_model_dir, OFFLINE_MODEL_DIR, model_path);
+ GetValue(online_model_dir, ONLINE_MODEL_DIR, model_path);
+ GetValue(quantize, QUANTIZE, model_path);
+ GetValue(vad_dir, VAD_DIR, model_path);
+ GetValue(vad_quant, VAD_QUANT, model_path);
+ GetValue(punc_dir, PUNC_DIR, model_path);
+ GetValue(punc_quant, PUNC_QUANT, model_path);
+
+ GetValue(offline_model_revision, "offline-model-revision", model_path);
+ GetValue(online_model_revision, "online-model-revision", model_path);
+ GetValue(vad_revision, "vad-revision", model_path);
+ GetValue(punc_revision, "punc-revision", model_path);
+
+ // Download model form Modelscope
+ try {
+ std::string s_download_model_dir = download_model_dir.getValue();
+
+ std::string s_vad_path = model_path[VAD_DIR];
+ std::string s_vad_quant = model_path[VAD_QUANT];
+ std::string s_offline_asr_path = model_path[OFFLINE_MODEL_DIR];
+ std::string s_online_asr_path = model_path[ONLINE_MODEL_DIR];
+ std::string s_asr_quant = model_path[QUANTIZE];
+ std::string s_punc_path = model_path[PUNC_DIR];
+ std::string s_punc_quant = model_path[PUNC_QUANT];
+
+ std::string python_cmd =
+ "python -m funasr.utils.runtime_sdk_download_tool --type onnx --quantize True ";
+
+ if (!s_vad_path.empty()) {
+ std::string python_cmd_vad;
+ std::string down_vad_path;
+ std::string down_vad_model;
+
+ if (access(s_vad_path.c_str(), F_OK) == 0) {
+ // local
+ python_cmd_vad = python_cmd + " --model-name " + s_vad_path +
+ " --export-dir ./ " + " --model_revision " +
+ model_path["vad-revision"];
+ down_vad_path = s_vad_path;
+ } else {
+ // modelscope
+ LOG(INFO) << "Download model: " << s_vad_path
+ << " from modelscope: ";
+ python_cmd_vad = python_cmd + " --model-name " +
+ s_vad_path +
+ " --export-dir " + s_download_model_dir +
+ " --model_revision " + model_path["vad-revision"];
+ down_vad_path =
+ s_download_model_dir +
+ "/" + s_vad_path;
+ }
+
+ int ret = system(python_cmd_vad.c_str());
+ if (ret != 0) {
+ LOG(INFO) << "Failed to download model from modelscope. If you set local vad model path, you can ignore the errors.";
+ }
+ down_vad_model = down_vad_path + "/model_quant.onnx";
+ if (s_vad_quant == "false" || s_vad_quant == "False" ||
+ s_vad_quant == "FALSE") {
+ down_vad_model = down_vad_path + "/model.onnx";
+ }
+
+ if (access(down_vad_model.c_str(), F_OK) != 0) {
+ LOG(ERROR) << down_vad_model << " do not exists.";
+ exit(-1);
+ } else {
+ model_path[VAD_DIR] = down_vad_path;
+ LOG(INFO) << "Set " << VAD_DIR << " : " << model_path[VAD_DIR];
+ }
+ }
+ else {
+ LOG(INFO) << "VAD model is not set, use default.";
+ }
+
+ if (!s_offline_asr_path.empty()) {
+ std::string python_cmd_asr;
+ std::string down_asr_path;
+ std::string down_asr_model;
+
+ if (access(s_offline_asr_path.c_str(), F_OK) == 0) {
+ // local
+ python_cmd_asr = python_cmd + " --model-name " + s_offline_asr_path +
+ " --export-dir ./ " + " --model_revision " +
+ model_path["offline-model-revision"];
+ down_asr_path = s_offline_asr_path;
+ } else {
+ // modelscope
+ LOG(INFO) << "Download model: " << s_offline_asr_path
+ << " from modelscope : ";
+ python_cmd_asr = python_cmd + " --model-name " +
+ s_offline_asr_path +
+ " --export-dir " + s_download_model_dir +
+ " --model_revision " + model_path["offline-model-revision"];
+ down_asr_path
+ = s_download_model_dir + "/" + s_offline_asr_path;
+ }
+
+ int ret = system(python_cmd_asr.c_str());
+ if (ret != 0) {
+ LOG(INFO) << "Failed to download model from modelscope. If you set local asr model path, you can ignore the errors.";
+ }
+ down_asr_model = down_asr_path + "/model_quant.onnx";
+ if (s_asr_quant == "false" || s_asr_quant == "False" ||
+ s_asr_quant == "FALSE") {
+ down_asr_model = down_asr_path + "/model.onnx";
+ }
+
+ if (access(down_asr_model.c_str(), F_OK) != 0) {
+ LOG(ERROR) << down_asr_model << " do not exists.";
+ exit(-1);
+ } else {
+ model_path[OFFLINE_MODEL_DIR] = down_asr_path;
+ LOG(INFO) << "Set " << OFFLINE_MODEL_DIR << " : " << model_path[OFFLINE_MODEL_DIR];
+ }
+ } else {
+ LOG(INFO) << "ASR Offline model is not set, use default.";
+ }
+
+ if (!s_online_asr_path.empty()) {
+ std::string python_cmd_asr;
+ std::string down_asr_path;
+ std::string down_asr_model;
+
+ if (access(s_online_asr_path.c_str(), F_OK) == 0) {
+ // local
+ python_cmd_asr = python_cmd + " --model-name " + s_online_asr_path +
+ " --export-dir ./ " + " --model_revision " +
+ model_path["online-model-revision"];
+ down_asr_path = s_online_asr_path;
+ } else {
+ // modelscope
+ LOG(INFO) << "Download model: " << s_online_asr_path
+ << " from modelscope : ";
+ python_cmd_asr = python_cmd + " --model-name " +
+ s_online_asr_path +
+ " --export-dir " + s_download_model_dir +
+ " --model_revision " + model_path["online-model-revision"];
+ down_asr_path
+ = s_download_model_dir + "/" + s_online_asr_path;
+ }
+
+ int ret = system(python_cmd_asr.c_str());
+ if (ret != 0) {
+ LOG(INFO) << "Failed to download model from modelscope. If you set local asr model path, you can ignore the errors.";
+ }
+ down_asr_model = down_asr_path + "/model_quant.onnx";
+ if (s_asr_quant == "false" || s_asr_quant == "False" ||
+ s_asr_quant == "FALSE") {
+ down_asr_model = down_asr_path + "/model.onnx";
+ }
+
+ if (access(down_asr_model.c_str(), F_OK) != 0) {
+ LOG(ERROR) << down_asr_model << " do not exists.";
+ exit(-1);
+ } else {
+ model_path[ONLINE_MODEL_DIR] = down_asr_path;
+ LOG(INFO) << "Set " << ONLINE_MODEL_DIR << " : " << model_path[ONLINE_MODEL_DIR];
+ }
+ } else {
+ LOG(INFO) << "ASR online model is not set, use default.";
+ }
+
+ if (!s_punc_path.empty()) {
+ std::string python_cmd_punc;
+ std::string down_punc_path;
+ std::string down_punc_model;
+
+ if (access(s_punc_path.c_str(), F_OK) == 0) {
+ // local
+ python_cmd_punc = python_cmd + " --model-name " + s_punc_path +
+ " --export-dir ./ " + " --model_revision " +
+ model_path["punc-revision"];
+ down_punc_path = s_punc_path;
+ } else {
+ // modelscope
+ LOG(INFO) << "Download model: " << s_punc_path
+ << " from modelscope : "; python_cmd_punc = python_cmd + " --model-name " +
+ s_punc_path +
+ " --export-dir " + s_download_model_dir +
+ " --model_revision " + model_path["punc-revision"];
+ down_punc_path =
+ s_download_model_dir +
+ "/" + s_punc_path;
+ }
+
+ int ret = system(python_cmd_punc.c_str());
+ if (ret != 0) {
+ LOG(INFO) << "Failed to download model from modelscope. If you set local punc model path, you can ignore the errors.";
+ }
+ down_punc_model = down_punc_path + "/model_quant.onnx";
+ if (s_punc_quant == "false" || s_punc_quant == "False" ||
+ s_punc_quant == "FALSE") {
+ down_punc_model = down_punc_path + "/model.onnx";
+ }
+
+ if (access(down_punc_model.c_str(), F_OK) != 0) {
+ LOG(ERROR) << down_punc_model << " do not exists.";
+ exit(-1);
+ } else {
+ model_path[PUNC_DIR] = down_punc_path;
+ LOG(INFO) << "Set " << PUNC_DIR << " : " << model_path[PUNC_DIR];
+ }
+ } else {
+ LOG(INFO) << "PUNC model is not set, use default.";
+ }
+
+ } catch (std::exception const& e) {
+ LOG(ERROR) << "Error: " << e.what();
+ }
+
+ std::string s_listen_ip = listen_ip.getValue();
+ int s_port = port.getValue();
+ int s_io_thread_num = io_thread_num.getValue();
+ int s_decoder_thread_num = decoder_thread_num.getValue();
+
+ int s_model_thread_num = model_thread_num.getValue();
+
+ asio::io_context io_decoder; // context for decoding
+ asio::io_context io_server; // context for server
+
+ std::vector<std::thread> decoder_threads;
+
+ std::string s_certfile = certfile.getValue();
+ std::string s_keyfile = keyfile.getValue();
+
+ bool is_ssl = false;
+ if (!s_certfile.empty()) {
+ is_ssl = true;
+ }
+
+ auto conn_guard = asio::make_work_guard(
+ io_decoder); // make sure threads can wait in the queue
+ auto server_guard = asio::make_work_guard(
+ io_server); // make sure threads can wait in the queue
+ // create threads pool
+ for (int32_t i = 0; i < s_decoder_thread_num; ++i) {
+ decoder_threads.emplace_back([&io_decoder]() { io_decoder.run(); });
+ }
+
+ server server_; // server for websocket
+ wss_server wss_server_;
+ if (is_ssl) {
+ wss_server_.init_asio(&io_server); // init asio
+ wss_server_.set_reuse_addr(
+ true); // reuse address as we create multiple threads
+
+ // list on port for accept
+ wss_server_.listen(asio::ip::address::from_string(s_listen_ip), s_port);
+ WebSocketServer websocket_srv(
+ io_decoder, is_ssl, nullptr, &wss_server_, s_certfile,
+ s_keyfile); // websocket server for asr engine
+ websocket_srv.initAsr(model_path, s_model_thread_num); // init asr model
+
+ } else {
+ server_.init_asio(&io_server); // init asio
+ server_.set_reuse_addr(
+ true); // reuse address as we create multiple threads
+
+ // list on port for accept
+ server_.listen(asio::ip::address::from_string(s_listen_ip), s_port);
+ WebSocketServer websocket_srv(
+ io_decoder, is_ssl, &server_, nullptr, s_certfile,
+ s_keyfile); // websocket server for asr engine
+ websocket_srv.initAsr(model_path, s_model_thread_num); // init asr model
+ }
+
+ std::cout << "asr model init finished. listen on port:" << s_port
+ << std::endl;
+
+ // Start the ASIO network io_service run loop
+ std::vector<std::thread> ts;
+ // create threads for io network
+ for (size_t i = 0; i < s_io_thread_num; i++) {
+ ts.emplace_back([&io_server]() { io_server.run(); });
+ }
+ // wait for theads
+ for (size_t i = 0; i < s_io_thread_num; i++) {
+ ts[i].join();
+ }
+
+ // wait for theads
+ for (auto& t : decoder_threads) {
+ t.join();
+ }
+
+ } catch (std::exception const& e) {
+ std::cerr << "Error: " << e.what() << std::endl;
+ }
+
+ return 0;
+}
--
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