node-diarization
Version:
Transcription and diarization using Whisper and Pyannote with NodeJS
117 lines (116 loc) • 5.16 kB
JavaScript
;
var __createBinding = (this && this.__createBinding) || (Object.create ? (function(o, m, k, k2) {
if (k2 === undefined) k2 = k;
var desc = Object.getOwnPropertyDescriptor(m, k);
if (!desc || ("get" in desc ? !m.__esModule : desc.writable || desc.configurable)) {
desc = { enumerable: true, get: function() { return m[k]; } };
}
Object.defineProperty(o, k2, desc);
}) : (function(o, m, k, k2) {
if (k2 === undefined) k2 = k;
o[k2] = m[k];
}));
var __setModuleDefault = (this && this.__setModuleDefault) || (Object.create ? (function(o, v) {
Object.defineProperty(o, "default", { enumerable: true, value: v });
}) : function(o, v) {
o["default"] = v;
});
var __importStar = (this && this.__importStar) || (function () {
var ownKeys = function(o) {
ownKeys = Object.getOwnPropertyNames || function (o) {
var ar = [];
for (var k in o) if (Object.prototype.hasOwnProperty.call(o, k)) ar[ar.length] = k;
return ar;
};
return ownKeys(o);
};
return function (mod) {
if (mod && mod.__esModule) return mod;
var result = {};
if (mod != null) for (var k = ownKeys(mod), i = 0; i < k.length; i++) if (k[i] !== "default") __createBinding(result, mod, k[i]);
__setModuleDefault(result, mod);
return result;
};
})();
var __importDefault = (this && this.__importDefault) || function (mod) {
return (mod && mod.__esModule) ? mod : { "default": mod };
};
Object.defineProperty(exports, "__esModule", { value: true });
exports.checkPythonScripts = exports.checkTask = exports.checkFileAndConvertPathToAbsolute = void 0;
const path_1 = __importDefault(require("path"));
const fs_1 = require("fs");
const constants_1 = require("./constants");
const shell_1 = __importStar(require("./shell"));
const checkFileAndConvertPathToAbsolute = (filePath, errorText) => {
if (!filePath) {
throw `No file path provided`;
}
filePath = path_1.default.resolve(filePath);
// check is file existed
if (!(0, fs_1.existsSync)(filePath)) {
throw errorText;
}
return filePath;
};
exports.checkFileAndConvertPathToAbsolute = checkFileAndConvertPathToAbsolute;
const checkTask = (options) => {
if (options?.tasks && !options?.tasks.some((ct) => constants_1.TASKS.some((t) => ct === t))) {
throw "No correct task provided";
}
if (!options?.tasks || options?.tasks.some(t => t === 'recognition')) {
if (!options?.recognition?.model) {
throw "No model name or path provided";
}
// check if not model from hf repo
if (!options?.recognition?.hfRepoModel) {
// check is standard whisper model
if (!constants_1.WHISPER_MODELS.some(wm => wm === options.recognition?.model)) {
// check is path to model,
// throw if no path to model.bin
options.recognition.model = (0, exports.checkFileAndConvertPathToAbsolute)(options.recognition.model, `No original whisper model name provided, and model.bin file not existed in provided path.\n` +
`Available standard whisper models is: ${constants_1.WHISPER_MODELS.join(', ')}.`);
}
}
}
if (!options?.tasks || options?.tasks.some(t => t === 'diarization')) {
if (!options?.diarization?.pyannote_auth_token) {
throw 'No pyannote auth token provided';
}
}
return options;
};
exports.checkTask = checkTask;
const checkPythonScripts = async (options) => {
if (options.consoleTextInfo) {
console.log('********** Python prerequisites check start **********');
}
let text = '';
const checkPythonVar = await (0, shell_1.default)(`${options.python?.var} --version`, options);
if (checkPythonVar.code !== 0) {
throw 'Python is not detected. Try use in python options another var - python, python3, etc., ' +
'or check your system settings';
}
if (!checkPythonVar.data) {
throw 'Response from getting python version is not provided';
}
const pyVersion = checkPythonVar.data.match(/.*(\d+\.\d+\.\d+.*)/);
if (!pyVersion) {
throw 'Python version is not detected';
}
const pyVersionSplit = pyVersion[1].split('.').map(d => Number(d));
if (pyVersionSplit[0] !== 3 || pyVersionSplit[1] < 9) {
throw 'Minimum required python version is 3.9';
}
text += checkPythonVar.data;
const checkPyannoteScripts = await (0, shell_1.default)((0, shell_1.formatCommandString)('checks', '', options), options);
text += checkPyannoteScripts.data;
if (checkPyannoteScripts.code !== 0) {
console.log('Python prerequisites check failed, aborted. Try to set venv path (https://docs.python.org/3/library/venv.html), if not done yet.');
throw text + (checkPyannoteScripts.errors ? '\nShell errors: ' + checkPyannoteScripts.errors : '');
}
if (options.consoleTextInfo) {
console.log('Python prerequisites check done successful');
console.log(text);
}
};
exports.checkPythonScripts = checkPythonScripts;