funasr-wss-client-2pass.cpp 21 KB

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  1. /**
  2. * Copyright FunASR (https://github.com/alibaba-damo-academy/FunASR). All Rights
  3. * Reserved. MIT License (https://opensource.org/licenses/MIT)
  4. */
  5. /* 2022-2023 by zhaomingwork */
  6. // client for websocket, support multiple threads
  7. // ./funasr-wss-client --server-ip <string>
  8. // --port <string>
  9. // --wav-path <string>
  10. // [--thread-num <int>]
  11. // [--is-ssl <int>] [--]
  12. // [--version] [-h]
  13. // example:
  14. // ./funasr-wss-client --server-ip 127.0.0.1 --port 10095 --wav-path test.wav
  15. // --thread-num 1 --is-ssl 1
  16. #define ASIO_STANDALONE 1
  17. #include <glog/logging.h>
  18. #include "portaudio.h"
  19. #include <atomic>
  20. #include <fstream>
  21. #include <iostream>
  22. #include <sstream>
  23. #include <thread>
  24. #include <websocketpp/client.hpp>
  25. #include <websocketpp/common/thread.hpp>
  26. #include <websocketpp/config/asio_client.hpp>
  27. #include "util.h"
  28. #include "audio.h"
  29. #include "nlohmann/json.hpp"
  30. #include "tclap/CmdLine.h"
  31. #include "microphone.h"
  32. /**
  33. * Define a semi-cross platform helper method that waits/sleeps for a bit.
  34. */
  35. void WaitABit() {
  36. #ifdef WIN32
  37. Sleep(500);
  38. #else
  39. usleep(500);
  40. #endif
  41. }
  42. std::atomic<int> wav_index(0);
  43. typedef websocketpp::config::asio_client::message_type::ptr message_ptr;
  44. typedef websocketpp::lib::shared_ptr<websocketpp::lib::asio::ssl::context>
  45. context_ptr;
  46. using websocketpp::lib::bind;
  47. using websocketpp::lib::placeholders::_1;
  48. using websocketpp::lib::placeholders::_2;
  49. context_ptr OnTlsInit(websocketpp::connection_hdl) {
  50. context_ptr ctx = websocketpp::lib::make_shared<asio::ssl::context>(
  51. asio::ssl::context::sslv23);
  52. try {
  53. ctx->set_options(
  54. asio::ssl::context::default_workarounds | asio::ssl::context::no_sslv2 |
  55. asio::ssl::context::no_sslv3 | asio::ssl::context::single_dh_use);
  56. } catch (std::exception& e) {
  57. LOG(ERROR) << e.what();
  58. }
  59. return ctx;
  60. }
  61. // template for tls or not config
  62. template <typename T>
  63. class WebsocketClient {
  64. public:
  65. // typedef websocketpp::client<T> client;
  66. // typedef websocketpp::client<websocketpp::config::asio_tls_client>
  67. // wss_client;
  68. typedef websocketpp::lib::lock_guard<websocketpp::lib::mutex> scoped_lock;
  69. WebsocketClient(int is_ssl) : m_open(false), m_done(false) {
  70. // set up access channels to only log interesting things
  71. m_client.clear_access_channels(websocketpp::log::alevel::all);
  72. m_client.set_access_channels(websocketpp::log::alevel::connect);
  73. m_client.set_access_channels(websocketpp::log::alevel::disconnect);
  74. m_client.set_access_channels(websocketpp::log::alevel::app);
  75. // Initialize the Asio transport policy
  76. m_client.init_asio();
  77. // Bind the handlers we are using
  78. using websocketpp::lib::bind;
  79. using websocketpp::lib::placeholders::_1;
  80. m_client.set_open_handler(bind(&WebsocketClient::on_open, this, _1));
  81. m_client.set_close_handler(bind(&WebsocketClient::on_close, this, _1));
  82. m_client.set_message_handler(
  83. [this](websocketpp::connection_hdl hdl, message_ptr msg) {
  84. on_message(hdl, msg);
  85. });
  86. m_client.set_fail_handler(bind(&WebsocketClient::on_fail, this, _1));
  87. m_client.clear_access_channels(websocketpp::log::alevel::all);
  88. }
  89. void on_message(websocketpp::connection_hdl hdl, message_ptr msg) {
  90. const std::string& payload = msg->get_payload();
  91. switch (msg->get_opcode()) {
  92. case websocketpp::frame::opcode::text:
  93. nlohmann::json jsonresult = nlohmann::json::parse(payload);
  94. LOG(INFO) << "Thread: " << this_thread::get_id()
  95. << ",on_message = " << payload;
  96. if (jsonresult["is_final"] == true) {
  97. websocketpp::lib::error_code ec;
  98. m_client.close(hdl, websocketpp::close::status::going_away, "", ec);
  99. if (ec) {
  100. LOG(ERROR) << "Error closing connection " << ec.message();
  101. }
  102. }
  103. }
  104. }
  105. // This method will block until the connection is complete
  106. void run(const std::string& uri, const std::vector<string>& wav_list,
  107. const std::vector<string>& wav_ids, int audio_fs, std::string asr_mode,
  108. std::vector<int> chunk_size, const std::unordered_map<std::string, int>& hws_map,
  109. bool is_record=false, int use_itn=1) {
  110. // Create a new connection to the given URI
  111. websocketpp::lib::error_code ec;
  112. typename websocketpp::client<T>::connection_ptr con =
  113. m_client.get_connection(uri, ec);
  114. if (ec) {
  115. m_client.get_alog().write(websocketpp::log::alevel::app,
  116. "Get Connection Error: " + ec.message());
  117. return;
  118. }
  119. // Grab a handle for this connection so we can talk to it in a thread
  120. // safe manor after the event loop starts.
  121. m_hdl = con->get_handle();
  122. // Queue the connection. No DNS queries or network connections will be
  123. // made until the io_service event loop is run.
  124. m_client.connect(con);
  125. // Create a thread to run the ASIO io_service event loop
  126. websocketpp::lib::thread asio_thread(&websocketpp::client<T>::run,
  127. &m_client);
  128. if(is_record){
  129. send_rec_data(asr_mode, chunk_size, hws_map, use_itn);
  130. }else{
  131. send_wav_data(wav_list[0], wav_ids[0], audio_fs, asr_mode, chunk_size, hws_map, use_itn);
  132. }
  133. WaitABit();
  134. asio_thread.join();
  135. }
  136. // The open handler will signal that we are ready to start sending data
  137. void on_open(websocketpp::connection_hdl) {
  138. m_client.get_alog().write(websocketpp::log::alevel::app,
  139. "Connection opened, starting data!");
  140. scoped_lock guard(m_lock);
  141. m_open = true;
  142. }
  143. // The close handler will signal that we should stop sending data
  144. void on_close(websocketpp::connection_hdl) {
  145. m_client.get_alog().write(websocketpp::log::alevel::app,
  146. "Connection closed, stopping data!");
  147. scoped_lock guard(m_lock);
  148. m_done = true;
  149. }
  150. // The fail handler will signal that we should stop sending data
  151. void on_fail(websocketpp::connection_hdl) {
  152. m_client.get_alog().write(websocketpp::log::alevel::app,
  153. "Connection failed, stopping data!");
  154. scoped_lock guard(m_lock);
  155. m_done = true;
  156. }
  157. // send wav to server
  158. void send_wav_data(string wav_path, string wav_id, int audio_fs, std::string asr_mode,
  159. std::vector<int> chunk_vector, const std::unordered_map<std::string, int>& hws_map,
  160. int use_itn) {
  161. uint64_t count = 0;
  162. std::stringstream val;
  163. funasr::Audio audio(1);
  164. int32_t sampling_rate = audio_fs;
  165. std::string wav_format = "pcm";
  166. if (funasr::IsTargetFile(wav_path.c_str(), "wav")) {
  167. if (!audio.LoadWav(wav_path.c_str(), &sampling_rate, false)) return;
  168. } else if (funasr::IsTargetFile(wav_path.c_str(), "pcm")) {
  169. if (!audio.LoadPcmwav(wav_path.c_str(), &sampling_rate, false)) return;
  170. } else {
  171. wav_format = "others";
  172. if (!audio.LoadOthers2Char(wav_path.c_str())) return;
  173. }
  174. float* buff;
  175. int len;
  176. int flag = 0;
  177. bool wait = false;
  178. while (1) {
  179. {
  180. scoped_lock guard(m_lock);
  181. // If the connection has been closed, stop generating data
  182. if (m_done) {
  183. break;
  184. }
  185. // If the connection hasn't been opened yet wait a bit and retry
  186. if (!m_open) {
  187. wait = true;
  188. } else {
  189. break;
  190. }
  191. }
  192. if (wait) {
  193. // LOG(INFO) << "wait.." << m_open;
  194. WaitABit();
  195. continue;
  196. }
  197. }
  198. websocketpp::lib::error_code ec;
  199. nlohmann::json jsonbegin;
  200. nlohmann::json chunk_size = nlohmann::json::array();
  201. chunk_size.push_back(chunk_vector[0]);
  202. chunk_size.push_back(chunk_vector[1]);
  203. chunk_size.push_back(chunk_vector[2]);
  204. jsonbegin["mode"] = asr_mode;
  205. jsonbegin["chunk_size"] = chunk_size;
  206. jsonbegin["wav_name"] = wav_id;
  207. jsonbegin["wav_format"] = wav_format;
  208. jsonbegin["audio_fs"] = sampling_rate;
  209. jsonbegin["is_speaking"] = true;
  210. jsonbegin["itn"] = true;
  211. if(use_itn == 0){
  212. jsonbegin["itn"] = false;
  213. }
  214. if(!hws_map.empty()){
  215. LOG(INFO) << "hotwords: ";
  216. for (const auto& pair : hws_map) {
  217. LOG(INFO) << pair.first << " : " << pair.second;
  218. }
  219. nlohmann::json json_map(hws_map);
  220. std::string json_map_str = json_map.dump();
  221. jsonbegin["hotwords"] = json_map_str;
  222. }
  223. m_client.send(m_hdl, jsonbegin.dump(), websocketpp::frame::opcode::text,
  224. ec);
  225. // fetch wav data use asr engine api
  226. if (wav_format == "pcm") {
  227. while (audio.Fetch(buff, len, flag) > 0) {
  228. short* iArray = new short[len];
  229. for (size_t i = 0; i < len; ++i) {
  230. iArray[i] = (short)(buff[i] * 32768);
  231. }
  232. // send data to server
  233. int offset = 0;
  234. int block_size = 102400;
  235. while (offset < len) {
  236. int send_block = 0;
  237. if (offset + block_size <= len) {
  238. send_block = block_size;
  239. } else {
  240. send_block = len - offset;
  241. }
  242. m_client.send(m_hdl, iArray + offset, send_block * sizeof(short),
  243. websocketpp::frame::opcode::binary, ec);
  244. offset += send_block;
  245. }
  246. LOG(INFO) << "sended data len=" << len * sizeof(short);
  247. if (ec) {
  248. m_client.get_alog().write(websocketpp::log::alevel::app,
  249. "Send Error: " + ec.message());
  250. break;
  251. }
  252. delete[] iArray;
  253. }
  254. } else {
  255. int offset = 0;
  256. int block_size = 204800;
  257. len = audio.GetSpeechLen();
  258. char* others_buff = audio.GetSpeechChar();
  259. while (offset < len) {
  260. int send_block = 0;
  261. if (offset + block_size <= len) {
  262. send_block = block_size;
  263. } else {
  264. send_block = len - offset;
  265. }
  266. m_client.send(m_hdl, others_buff + offset, send_block,
  267. websocketpp::frame::opcode::binary, ec);
  268. offset += send_block;
  269. }
  270. LOG(INFO) << "sended data len=" << len;
  271. if (ec) {
  272. m_client.get_alog().write(websocketpp::log::alevel::app,
  273. "Send Error: " + ec.message());
  274. }
  275. }
  276. nlohmann::json jsonresult;
  277. jsonresult["is_speaking"] = false;
  278. m_client.send(m_hdl, jsonresult.dump(), websocketpp::frame::opcode::text,
  279. ec);
  280. WaitABit();
  281. }
  282. static int RecordCallback(const void* inputBuffer, void* outputBuffer,
  283. unsigned long framesPerBuffer, const PaStreamCallbackTimeInfo* timeInfo,
  284. PaStreamCallbackFlags statusFlags, void* userData)
  285. {
  286. std::vector<float>* buffer = static_cast<std::vector<float>*>(userData);
  287. const float* input = static_cast<const float*>(inputBuffer);
  288. for (unsigned int i = 0; i < framesPerBuffer; i++)
  289. {
  290. buffer->push_back(input[i]);
  291. }
  292. return paContinue;
  293. }
  294. void send_rec_data(std::string asr_mode, std::vector<int> chunk_vector,
  295. const std::unordered_map<std::string, int>& hws_map, int use_itn) {
  296. // first message
  297. bool wait = false;
  298. while (1) {
  299. {
  300. scoped_lock guard(m_lock);
  301. // If the connection has been closed, stop generating data
  302. if (m_done) {
  303. break;
  304. }
  305. // If the connection hasn't been opened yet wait a bit and retry
  306. if (!m_open) {
  307. wait = true;
  308. } else {
  309. break;
  310. }
  311. }
  312. if (wait) {
  313. // LOG(INFO) << "wait.." << m_open;
  314. WaitABit();
  315. continue;
  316. }
  317. }
  318. websocketpp::lib::error_code ec;
  319. float sample_rate = 16000;
  320. nlohmann::json jsonbegin;
  321. nlohmann::json chunk_size = nlohmann::json::array();
  322. chunk_size.push_back(chunk_vector[0]);
  323. chunk_size.push_back(chunk_vector[1]);
  324. chunk_size.push_back(chunk_vector[2]);
  325. jsonbegin["mode"] = asr_mode;
  326. jsonbegin["chunk_size"] = chunk_size;
  327. jsonbegin["wav_name"] = "record";
  328. jsonbegin["wav_format"] = "pcm";
  329. jsonbegin["audio_fs"] = sample_rate;
  330. jsonbegin["is_speaking"] = true;
  331. jsonbegin["itn"] = true;
  332. if(use_itn == 0){
  333. jsonbegin["itn"] = false;
  334. }
  335. if(!hws_map.empty()){
  336. LOG(INFO) << "hotwords: ";
  337. for (const auto& pair : hws_map) {
  338. LOG(INFO) << pair.first << " : " << pair.second;
  339. }
  340. nlohmann::json json_map(hws_map);
  341. std::string json_map_str = json_map.dump();
  342. jsonbegin["hotwords"] = json_map_str;
  343. }
  344. m_client.send(m_hdl, jsonbegin.dump(), websocketpp::frame::opcode::text,
  345. ec);
  346. // mic
  347. Microphone mic;
  348. PaDeviceIndex num_devices = Pa_GetDeviceCount();
  349. LOG(INFO) << "Num devices: " << num_devices;
  350. PaStreamParameters param;
  351. param.device = Pa_GetDefaultInputDevice();
  352. if (param.device == paNoDevice) {
  353. LOG(INFO) << "No default input device found";
  354. exit(EXIT_FAILURE);
  355. }
  356. LOG(INFO) << "Use default device: " << param.device;
  357. const PaDeviceInfo *info = Pa_GetDeviceInfo(param.device);
  358. LOG(INFO) << " Name: " << info->name;
  359. LOG(INFO) << " Max input channels: " << info->maxInputChannels;
  360. param.channelCount = 1;
  361. param.sampleFormat = paFloat32;
  362. param.suggestedLatency = info->defaultLowInputLatency;
  363. param.hostApiSpecificStreamInfo = nullptr;
  364. PaStream *stream;
  365. std::vector<float> buffer;
  366. PaError err =
  367. Pa_OpenStream(&stream, &param, nullptr, /* &outputParameters, */
  368. sample_rate,
  369. 0, // frames per buffer
  370. paClipOff, // we won't output out of range samples
  371. // so don't bother clipping them
  372. RecordCallback, &buffer);
  373. if (err != paNoError) {
  374. LOG(ERROR) << "portaudio error: " << Pa_GetErrorText(err);
  375. exit(EXIT_FAILURE);
  376. }
  377. err = Pa_StartStream(stream);
  378. LOG(INFO) << "Started: ";
  379. if (err != paNoError) {
  380. LOG(ERROR) << "portaudio error: " << Pa_GetErrorText(err);
  381. exit(EXIT_FAILURE);
  382. }
  383. while(true){
  384. int len = buffer.size();
  385. short* iArray = new short[len];
  386. for (size_t i = 0; i < len; ++i) {
  387. iArray[i] = (short)(buffer[i] * 32768);
  388. }
  389. m_client.send(m_hdl, iArray, len * sizeof(short),
  390. websocketpp::frame::opcode::binary, ec);
  391. buffer.clear();
  392. if (ec) {
  393. m_client.get_alog().write(websocketpp::log::alevel::app,
  394. "Send Error: " + ec.message());
  395. }
  396. Pa_Sleep(20); // sleep for 20ms
  397. }
  398. nlohmann::json jsonresult;
  399. jsonresult["is_speaking"] = false;
  400. m_client.send(m_hdl, jsonresult.dump(), websocketpp::frame::opcode::text,
  401. ec);
  402. err = Pa_CloseStream(stream);
  403. if (err != paNoError) {
  404. LOG(INFO) << "portaudio error: " << Pa_GetErrorText(err);
  405. exit(EXIT_FAILURE);
  406. }
  407. }
  408. websocketpp::client<T> m_client;
  409. private:
  410. websocketpp::connection_hdl m_hdl;
  411. websocketpp::lib::mutex m_lock;
  412. bool m_open;
  413. bool m_done;
  414. int total_num = 0;
  415. };
  416. int main(int argc, char* argv[]) {
  417. #ifdef _WIN32
  418. SetConsoleOutputCP(65001);
  419. #endif
  420. google::InitGoogleLogging(argv[0]);
  421. FLAGS_logtostderr = true;
  422. TCLAP::CmdLine cmd("funasr-wss-client-2pass", ' ', "1.0");
  423. TCLAP::ValueArg<std::string> server_ip_("", "server-ip", "server-ip", true,
  424. "127.0.0.1", "string");
  425. TCLAP::ValueArg<std::string> port_("", "port", "port", true, "10095",
  426. "string");
  427. TCLAP::ValueArg<std::string> wav_path_(
  428. "", "wav-path",
  429. "the input could be: wav_path, e.g.: asr_example.wav; pcm_path, e.g.: "
  430. "asr_example.pcm; wav.scp, kaldi style wav list (wav_id \t wav_path)",
  431. false, "", "string");
  432. TCLAP::ValueArg<std::int32_t> audio_fs_("", "audio-fs", "the sample rate of audio", false, 16000, "int32_t");
  433. TCLAP::ValueArg<int> record_(
  434. "", "record",
  435. "record is 1 means use record", false, 0,
  436. "int");
  437. TCLAP::ValueArg<std::string> asr_mode_("", ASR_MODE, "offline, online, 2pass",
  438. false, "2pass", "string");
  439. TCLAP::ValueArg<std::string> chunk_size_("", "chunk-size",
  440. "chunk_size: 5-10-5 or 5-12-5",
  441. false, "5-10-5", "string");
  442. TCLAP::ValueArg<int> thread_num_("", "thread-num", "thread-num", false, 1,
  443. "int");
  444. TCLAP::ValueArg<int> is_ssl_(
  445. "", "is-ssl",
  446. "is-ssl is 1 means use wss connection, or use ws connection", false, 1,
  447. "int");
  448. TCLAP::ValueArg<int> use_itn_(
  449. "", "use-itn",
  450. "use-itn is 1 means use itn, 0 means not use itn", false, 1,
  451. "int");
  452. TCLAP::ValueArg<std::string> hotword_("", HOTWORD,
  453. "the hotword file, one hotword perline, Format: Hotword Weight (could be: 阿里巴巴 20)", false, "", "string");
  454. cmd.add(server_ip_);
  455. cmd.add(port_);
  456. cmd.add(wav_path_);
  457. cmd.add(audio_fs_);
  458. cmd.add(asr_mode_);
  459. cmd.add(record_);
  460. cmd.add(chunk_size_);
  461. cmd.add(thread_num_);
  462. cmd.add(is_ssl_);
  463. cmd.add(use_itn_);
  464. cmd.add(hotword_);
  465. cmd.parse(argc, argv);
  466. std::string server_ip = server_ip_.getValue();
  467. std::string port = port_.getValue();
  468. std::string wav_path = wav_path_.getValue();
  469. std::string asr_mode = asr_mode_.getValue();
  470. std::string chunk_size_str = chunk_size_.getValue();
  471. int use_itn = use_itn_.getValue();
  472. // get chunk_size
  473. std::vector<int> chunk_size;
  474. std::stringstream ss(chunk_size_str);
  475. std::string item;
  476. while (std::getline(ss, item, '-')) {
  477. try {
  478. chunk_size.push_back(stoi(item));
  479. } catch (const invalid_argument&) {
  480. LOG(ERROR) << "Invalid argument: " << item;
  481. exit(-1);
  482. }
  483. }
  484. int threads_num = thread_num_.getValue();
  485. int is_ssl = is_ssl_.getValue();
  486. int is_record = record_.getValue();
  487. std::string uri = "";
  488. if (is_ssl == 1) {
  489. uri = "wss://" + server_ip + ":" + port;
  490. } else {
  491. uri = "ws://" + server_ip + ":" + port;
  492. }
  493. // hotwords
  494. std::string hotword_path = hotword_.getValue();
  495. unordered_map<string, int> hws_map;
  496. if(!hotword_path.empty()){
  497. LOG(INFO) << "hotword path: " << hotword_path;
  498. funasr::ExtractHws(hotword_path, hws_map);
  499. }
  500. int audio_fs = audio_fs_.getValue();
  501. if(is_record == 1){
  502. std::vector<string> tmp_wav_list;
  503. std::vector<string> tmp_wav_ids;
  504. if (is_ssl == 1) {
  505. WebsocketClient<websocketpp::config::asio_tls_client> c(is_ssl);
  506. c.m_client.set_tls_init_handler(bind(&OnTlsInit, ::_1));
  507. c.run(uri, tmp_wav_list, tmp_wav_ids, audio_fs, asr_mode, chunk_size, hws_map, true, use_itn);
  508. } else {
  509. WebsocketClient<websocketpp::config::asio_client> c(is_ssl);
  510. c.run(uri, tmp_wav_list, tmp_wav_ids, audio_fs, asr_mode, chunk_size, hws_map, true, use_itn);
  511. }
  512. }else{
  513. // read wav_path
  514. std::vector<string> wav_list;
  515. std::vector<string> wav_ids;
  516. string default_id = "wav_default_id";
  517. if (funasr::IsTargetFile(wav_path, "scp")) {
  518. ifstream in(wav_path);
  519. if (!in.is_open()) {
  520. printf("Failed to open scp file");
  521. return 0;
  522. }
  523. string line;
  524. while (getline(in, line)) {
  525. istringstream iss(line);
  526. string column1, column2;
  527. iss >> column1 >> column2;
  528. wav_list.emplace_back(column2);
  529. wav_ids.emplace_back(column1);
  530. }
  531. in.close();
  532. } else {
  533. wav_list.emplace_back(wav_path);
  534. wav_ids.emplace_back(default_id);
  535. }
  536. for (size_t wav_i = 0; wav_i < wav_list.size(); wav_i = wav_i + threads_num) {
  537. std::vector<websocketpp::lib::thread> client_threads;
  538. for (size_t i = 0; i < threads_num; i++) {
  539. if (wav_i + i >= wav_list.size()) {
  540. break;
  541. }
  542. std::vector<string> tmp_wav_list;
  543. std::vector<string> tmp_wav_ids;
  544. tmp_wav_list.emplace_back(wav_list[wav_i + i]);
  545. tmp_wav_ids.emplace_back(wav_ids[wav_i + i]);
  546. client_threads.emplace_back(
  547. [uri, tmp_wav_list, tmp_wav_ids, audio_fs, asr_mode, chunk_size, is_ssl, hws_map, use_itn]() {
  548. if (is_ssl == 1) {
  549. WebsocketClient<websocketpp::config::asio_tls_client> c(is_ssl);
  550. c.m_client.set_tls_init_handler(bind(&OnTlsInit, ::_1));
  551. c.run(uri, tmp_wav_list, tmp_wav_ids, audio_fs, asr_mode, chunk_size, hws_map, false, use_itn);
  552. } else {
  553. WebsocketClient<websocketpp::config::asio_client> c(is_ssl);
  554. c.run(uri, tmp_wav_list, tmp_wav_ids, audio_fs, asr_mode, chunk_size, hws_map, false, use_itn);
  555. }
  556. });
  557. }
  558. for (auto& t : client_threads) {
  559. t.join();
  560. }
  561. }
  562. }
  563. }