funasr-wss-client-2pass.cpp 20 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(), "pcm")) {
  167. if (!audio.LoadPcmwav(wav_path.c_str(), &sampling_rate, false)) return;
  168. } else {
  169. wav_format = "others";
  170. if (!audio.LoadOthers2Char(wav_path.c_str())) return;
  171. }
  172. float* buff;
  173. int len;
  174. int flag = 0;
  175. bool wait = false;
  176. while (1) {
  177. {
  178. scoped_lock guard(m_lock);
  179. // If the connection has been closed, stop generating data
  180. if (m_done) {
  181. break;
  182. }
  183. // If the connection hasn't been opened yet wait a bit and retry
  184. if (!m_open) {
  185. wait = true;
  186. } else {
  187. break;
  188. }
  189. }
  190. if (wait) {
  191. // LOG(INFO) << "wait.." << m_open;
  192. WaitABit();
  193. continue;
  194. }
  195. }
  196. websocketpp::lib::error_code ec;
  197. nlohmann::json jsonbegin;
  198. nlohmann::json chunk_size = nlohmann::json::array();
  199. chunk_size.push_back(chunk_vector[0]);
  200. chunk_size.push_back(chunk_vector[1]);
  201. chunk_size.push_back(chunk_vector[2]);
  202. jsonbegin["mode"] = asr_mode;
  203. jsonbegin["chunk_size"] = chunk_size;
  204. jsonbegin["wav_name"] = wav_id;
  205. jsonbegin["wav_format"] = wav_format;
  206. jsonbegin["audio_fs"] = sampling_rate;
  207. jsonbegin["is_speaking"] = true;
  208. jsonbegin["itn"] = true;
  209. if(use_itn == 0){
  210. jsonbegin["itn"] = false;
  211. }
  212. if(!hws_map.empty()){
  213. LOG(INFO) << "hotwords: ";
  214. for (const auto& pair : hws_map) {
  215. LOG(INFO) << pair.first << " : " << pair.second;
  216. }
  217. nlohmann::json json_map(hws_map);
  218. std::string json_map_str = json_map.dump();
  219. jsonbegin["hotwords"] = json_map_str;
  220. }
  221. m_client.send(m_hdl, jsonbegin.dump(), websocketpp::frame::opcode::text,
  222. ec);
  223. // fetch wav data use asr engine api
  224. if (wav_format == "pcm") {
  225. while (audio.Fetch(buff, len, flag) > 0) {
  226. short* iArray = new short[len];
  227. for (size_t i = 0; i < len; ++i) {
  228. iArray[i] = (short)(buff[i] * 32768);
  229. }
  230. // send data to server
  231. int offset = 0;
  232. int block_size = 102400;
  233. while (offset < len) {
  234. int send_block = 0;
  235. if (offset + block_size <= len) {
  236. send_block = block_size;
  237. } else {
  238. send_block = len - offset;
  239. }
  240. m_client.send(m_hdl, iArray + offset, send_block * sizeof(short),
  241. websocketpp::frame::opcode::binary, ec);
  242. offset += send_block;
  243. }
  244. LOG(INFO) << "sended data len=" << len * sizeof(short);
  245. if (ec) {
  246. m_client.get_alog().write(websocketpp::log::alevel::app,
  247. "Send Error: " + ec.message());
  248. break;
  249. }
  250. delete[] iArray;
  251. }
  252. } else {
  253. int offset = 0;
  254. int block_size = 204800;
  255. len = audio.GetSpeechLen();
  256. char* others_buff = audio.GetSpeechChar();
  257. while (offset < len) {
  258. int send_block = 0;
  259. if (offset + block_size <= len) {
  260. send_block = block_size;
  261. } else {
  262. send_block = len - offset;
  263. }
  264. m_client.send(m_hdl, others_buff + offset, send_block,
  265. websocketpp::frame::opcode::binary, ec);
  266. offset += send_block;
  267. }
  268. LOG(INFO) << "sended data len=" << len;
  269. if (ec) {
  270. m_client.get_alog().write(websocketpp::log::alevel::app,
  271. "Send Error: " + ec.message());
  272. }
  273. }
  274. nlohmann::json jsonresult;
  275. jsonresult["is_speaking"] = false;
  276. m_client.send(m_hdl, jsonresult.dump(), websocketpp::frame::opcode::text,
  277. ec);
  278. WaitABit();
  279. }
  280. static int RecordCallback(const void* inputBuffer, void* outputBuffer,
  281. unsigned long framesPerBuffer, const PaStreamCallbackTimeInfo* timeInfo,
  282. PaStreamCallbackFlags statusFlags, void* userData)
  283. {
  284. std::vector<float>* buffer = static_cast<std::vector<float>*>(userData);
  285. const float* input = static_cast<const float*>(inputBuffer);
  286. for (unsigned int i = 0; i < framesPerBuffer; i++)
  287. {
  288. buffer->push_back(input[i]);
  289. }
  290. return paContinue;
  291. }
  292. void send_rec_data(std::string asr_mode, std::vector<int> chunk_vector,
  293. const std::unordered_map<std::string, int>& hws_map, int use_itn) {
  294. // first message
  295. bool wait = false;
  296. while (1) {
  297. {
  298. scoped_lock guard(m_lock);
  299. // If the connection has been closed, stop generating data
  300. if (m_done) {
  301. break;
  302. }
  303. // If the connection hasn't been opened yet wait a bit and retry
  304. if (!m_open) {
  305. wait = true;
  306. } else {
  307. break;
  308. }
  309. }
  310. if (wait) {
  311. // LOG(INFO) << "wait.." << m_open;
  312. WaitABit();
  313. continue;
  314. }
  315. }
  316. websocketpp::lib::error_code ec;
  317. float sample_rate = 16000;
  318. nlohmann::json jsonbegin;
  319. nlohmann::json chunk_size = nlohmann::json::array();
  320. chunk_size.push_back(chunk_vector[0]);
  321. chunk_size.push_back(chunk_vector[1]);
  322. chunk_size.push_back(chunk_vector[2]);
  323. jsonbegin["mode"] = asr_mode;
  324. jsonbegin["chunk_size"] = chunk_size;
  325. jsonbegin["wav_name"] = "record";
  326. jsonbegin["wav_format"] = "pcm";
  327. jsonbegin["audio_fs"] = sample_rate;
  328. jsonbegin["is_speaking"] = true;
  329. jsonbegin["itn"] = true;
  330. if(use_itn == 0){
  331. jsonbegin["itn"] = false;
  332. }
  333. if(!hws_map.empty()){
  334. LOG(INFO) << "hotwords: ";
  335. for (const auto& pair : hws_map) {
  336. LOG(INFO) << pair.first << " : " << pair.second;
  337. }
  338. nlohmann::json json_map(hws_map);
  339. std::string json_map_str = json_map.dump();
  340. jsonbegin["hotwords"] = json_map_str;
  341. }
  342. m_client.send(m_hdl, jsonbegin.dump(), websocketpp::frame::opcode::text,
  343. ec);
  344. // mic
  345. Microphone mic;
  346. PaDeviceIndex num_devices = Pa_GetDeviceCount();
  347. LOG(INFO) << "Num devices: " << num_devices;
  348. PaStreamParameters param;
  349. param.device = Pa_GetDefaultInputDevice();
  350. if (param.device == paNoDevice) {
  351. LOG(INFO) << "No default input device found";
  352. exit(EXIT_FAILURE);
  353. }
  354. LOG(INFO) << "Use default device: " << param.device;
  355. const PaDeviceInfo *info = Pa_GetDeviceInfo(param.device);
  356. LOG(INFO) << " Name: " << info->name;
  357. LOG(INFO) << " Max input channels: " << info->maxInputChannels;
  358. param.channelCount = 1;
  359. param.sampleFormat = paFloat32;
  360. param.suggestedLatency = info->defaultLowInputLatency;
  361. param.hostApiSpecificStreamInfo = nullptr;
  362. PaStream *stream;
  363. std::vector<float> buffer;
  364. PaError err =
  365. Pa_OpenStream(&stream, &param, nullptr, /* &outputParameters, */
  366. sample_rate,
  367. 0, // frames per buffer
  368. paClipOff, // we won't output out of range samples
  369. // so don't bother clipping them
  370. RecordCallback, &buffer);
  371. if (err != paNoError) {
  372. LOG(ERROR) << "portaudio error: " << Pa_GetErrorText(err);
  373. exit(EXIT_FAILURE);
  374. }
  375. err = Pa_StartStream(stream);
  376. LOG(INFO) << "Started: ";
  377. if (err != paNoError) {
  378. LOG(ERROR) << "portaudio error: " << Pa_GetErrorText(err);
  379. exit(EXIT_FAILURE);
  380. }
  381. while(true){
  382. int len = buffer.size();
  383. short* iArray = new short[len];
  384. for (size_t i = 0; i < len; ++i) {
  385. iArray[i] = (short)(buffer[i] * 32768);
  386. }
  387. m_client.send(m_hdl, iArray, len * sizeof(short),
  388. websocketpp::frame::opcode::binary, ec);
  389. buffer.clear();
  390. if (ec) {
  391. m_client.get_alog().write(websocketpp::log::alevel::app,
  392. "Send Error: " + ec.message());
  393. }
  394. Pa_Sleep(20); // sleep for 20ms
  395. }
  396. nlohmann::json jsonresult;
  397. jsonresult["is_speaking"] = false;
  398. m_client.send(m_hdl, jsonresult.dump(), websocketpp::frame::opcode::text,
  399. ec);
  400. err = Pa_CloseStream(stream);
  401. if (err != paNoError) {
  402. LOG(INFO) << "portaudio error: " << Pa_GetErrorText(err);
  403. exit(EXIT_FAILURE);
  404. }
  405. }
  406. websocketpp::client<T> m_client;
  407. private:
  408. websocketpp::connection_hdl m_hdl;
  409. websocketpp::lib::mutex m_lock;
  410. bool m_open;
  411. bool m_done;
  412. int total_num = 0;
  413. };
  414. int main(int argc, char* argv[]) {
  415. #ifdef _WIN32
  416. #include <windows.h>
  417. SetConsoleOutputCP(65001);
  418. #endif
  419. google::InitGoogleLogging(argv[0]);
  420. FLAGS_logtostderr = true;
  421. TCLAP::CmdLine cmd("funasr-wss-client-2pass", ' ', "1.0");
  422. TCLAP::ValueArg<std::string> server_ip_("", "server-ip", "server-ip", true,
  423. "127.0.0.1", "string");
  424. TCLAP::ValueArg<std::string> port_("", "port", "port", true, "10095",
  425. "string");
  426. TCLAP::ValueArg<std::string> wav_path_(
  427. "", "wav-path",
  428. "the input could be: wav_path, e.g.: asr_example.wav; pcm_path, e.g.: "
  429. "asr_example.pcm; wav.scp, kaldi style wav list (wav_id \t wav_path)",
  430. false, "", "string");
  431. TCLAP::ValueArg<std::int32_t> audio_fs_("", "audio-fs", "the sample rate of audio", false, 16000, "int32_t");
  432. TCLAP::ValueArg<int> record_(
  433. "", "record",
  434. "record is 1 means use record", false, 0,
  435. "int");
  436. TCLAP::ValueArg<std::string> asr_mode_("", ASR_MODE, "offline, online, 2pass",
  437. false, "2pass", "string");
  438. TCLAP::ValueArg<std::string> chunk_size_("", "chunk-size",
  439. "chunk_size: 5-10-5 or 5-12-5",
  440. false, "5-10-5", "string");
  441. TCLAP::ValueArg<int> thread_num_("", "thread-num", "thread-num", false, 1,
  442. "int");
  443. TCLAP::ValueArg<int> is_ssl_(
  444. "", "is-ssl",
  445. "is-ssl is 1 means use wss connection, or use ws connection", false, 1,
  446. "int");
  447. TCLAP::ValueArg<int> use_itn_(
  448. "", "use-itn",
  449. "use-itn is 1 means use itn, 0 means not use itn", false, 1,
  450. "int");
  451. TCLAP::ValueArg<std::string> hotword_("", HOTWORD,
  452. "the hotword file, one hotword perline, Format: Hotword Weight (could be: 阿里巴巴 20)", false, "", "string");
  453. cmd.add(server_ip_);
  454. cmd.add(port_);
  455. cmd.add(wav_path_);
  456. cmd.add(audio_fs_);
  457. cmd.add(asr_mode_);
  458. cmd.add(record_);
  459. cmd.add(chunk_size_);
  460. cmd.add(thread_num_);
  461. cmd.add(is_ssl_);
  462. cmd.add(use_itn_);
  463. cmd.add(hotword_);
  464. cmd.parse(argc, argv);
  465. std::string server_ip = server_ip_.getValue();
  466. std::string port = port_.getValue();
  467. std::string wav_path = wav_path_.getValue();
  468. std::string asr_mode = asr_mode_.getValue();
  469. std::string chunk_size_str = chunk_size_.getValue();
  470. int use_itn = use_itn_.getValue();
  471. // get chunk_size
  472. std::vector<int> chunk_size;
  473. std::stringstream ss(chunk_size_str);
  474. std::string item;
  475. while (std::getline(ss, item, '-')) {
  476. try {
  477. chunk_size.push_back(stoi(item));
  478. } catch (const invalid_argument&) {
  479. LOG(ERROR) << "Invalid argument: " << item;
  480. exit(-1);
  481. }
  482. }
  483. int threads_num = thread_num_.getValue();
  484. int is_ssl = is_ssl_.getValue();
  485. int is_record = record_.getValue();
  486. std::string uri = "";
  487. if (is_ssl == 1) {
  488. uri = "wss://" + server_ip + ":" + port;
  489. } else {
  490. uri = "ws://" + server_ip + ":" + port;
  491. }
  492. // hotwords
  493. std::string hotword_path = hotword_.getValue();
  494. unordered_map<string, int> hws_map;
  495. if(!hotword_path.empty()){
  496. LOG(INFO) << "hotword path: " << hotword_path;
  497. funasr::ExtractHws(hotword_path, hws_map);
  498. }
  499. int audio_fs = audio_fs_.getValue();
  500. if(is_record == 1){
  501. std::vector<string> tmp_wav_list;
  502. std::vector<string> tmp_wav_ids;
  503. if (is_ssl == 1) {
  504. WebsocketClient<websocketpp::config::asio_tls_client> c(is_ssl);
  505. c.m_client.set_tls_init_handler(bind(&OnTlsInit, ::_1));
  506. c.run(uri, tmp_wav_list, tmp_wav_ids, audio_fs, asr_mode, chunk_size, hws_map, true, use_itn);
  507. } else {
  508. WebsocketClient<websocketpp::config::asio_client> c(is_ssl);
  509. c.run(uri, tmp_wav_list, tmp_wav_ids, audio_fs, asr_mode, chunk_size, hws_map, true, use_itn);
  510. }
  511. }else{
  512. // read wav_path
  513. std::vector<string> wav_list;
  514. std::vector<string> wav_ids;
  515. string default_id = "wav_default_id";
  516. if (funasr::IsTargetFile(wav_path, "scp")) {
  517. ifstream in(wav_path);
  518. if (!in.is_open()) {
  519. printf("Failed to open scp file");
  520. return 0;
  521. }
  522. string line;
  523. while (getline(in, line)) {
  524. istringstream iss(line);
  525. string column1, column2;
  526. iss >> column1 >> column2;
  527. wav_list.emplace_back(column2);
  528. wav_ids.emplace_back(column1);
  529. }
  530. in.close();
  531. } else {
  532. wav_list.emplace_back(wav_path);
  533. wav_ids.emplace_back(default_id);
  534. }
  535. for (size_t wav_i = 0; wav_i < wav_list.size(); wav_i = wav_i + threads_num) {
  536. std::vector<websocketpp::lib::thread> client_threads;
  537. for (size_t i = 0; i < threads_num; i++) {
  538. if (wav_i + i >= wav_list.size()) {
  539. break;
  540. }
  541. std::vector<string> tmp_wav_list;
  542. std::vector<string> tmp_wav_ids;
  543. tmp_wav_list.emplace_back(wav_list[wav_i + i]);
  544. tmp_wav_ids.emplace_back(wav_ids[wav_i + i]);
  545. client_threads.emplace_back(
  546. [uri, tmp_wav_list, tmp_wav_ids, audio_fs, asr_mode, chunk_size, is_ssl, hws_map, use_itn]() {
  547. if (is_ssl == 1) {
  548. WebsocketClient<websocketpp::config::asio_tls_client> c(is_ssl);
  549. c.m_client.set_tls_init_handler(bind(&OnTlsInit, ::_1));
  550. c.run(uri, tmp_wav_list, tmp_wav_ids, audio_fs, asr_mode, chunk_size, hws_map, false, use_itn);
  551. } else {
  552. WebsocketClient<websocketpp::config::asio_client> c(is_ssl);
  553. c.run(uri, tmp_wav_list, tmp_wav_ids, audio_fs, asr_mode, chunk_size, hws_map, false, use_itn);
  554. }
  555. });
  556. }
  557. for (auto& t : client_threads) {
  558. t.join();
  559. }
  560. }
  561. }
  562. }