noirsight
Version:
Deepfake Detection & Content Analyser Wrapper
184 lines (183 loc) • 7.61 kB
JavaScript
;
var __awaiter = (this && this.__awaiter) || function (thisArg, _arguments, P, generator) {
function adopt(value) { return value instanceof P ? value : new P(function (resolve) { resolve(value); }); }
return new (P || (P = Promise))(function (resolve, reject) {
function fulfilled(value) { try { step(generator.next(value)); } catch (e) { reject(e); } }
function rejected(value) { try { step(generator["throw"](value)); } catch (e) { reject(e); } }
function step(result) { result.done ? resolve(result.value) : adopt(result.value).then(fulfilled, rejected); }
step((generator = generator.apply(thisArg, _arguments || [])).next());
});
};
var __importDefault = (this && this.__importDefault) || function (mod) {
return (mod && mod.__esModule) ? mod : { "default": mod };
};
Object.defineProperty(exports, "__esModule", { value: true });
exports.ArticleAnalyser = exports.DeepfakeImageAnalyser = exports.DeepfakeVideoAnalyser = exports.NoirSight = void 0;
const axios_1 = __importDefault(require("axios"));
const refineConfidence_1 = __importDefault(require("./utils/refineConfidence"));
const generateImageAnnotation_1 = __importDefault(require("./utils/generateImageAnnotation"));
class NoirSight {
constructor(apiKey, userId, baseUrl = "http://127.0.0.1:8000/api") {
this.apiKey = apiKey;
this.userId = userId;
this.baseUrl = baseUrl;
}
}
exports.NoirSight = NoirSight;
class DeepfakeVideoAnalyser extends NoirSight {
constructor(apiKey, userId) {
super(apiKey, userId);
}
analyseVideo(url) {
return __awaiter(this, void 0, void 0, function* () {
var _a;
try {
if (!this.apiKey) {
throw new Error("Cannot find API KEY");
}
if (!this.userId) {
throw new Error("Cannot find User ID");
}
const response = yield axios_1.default.post(`${this.baseUrl}/predict/video/url`, {
url
}, {
headers: {
"x-user-id": this.userId,
"x-api-key": this.apiKey
}
});
const result = (0, refineConfidence_1.default)(Object.assign({}, response.data));
const annotedUrl = (0, generateImageAnnotation_1.default)(url, result.label);
return Object.assign(Object.assign({}, result), { annotedUrl });
}
catch (error) {
if (axios_1.default.isAxiosError(error)) {
if (error.response) {
return {
error: true,
status: error.response.status,
data: error.response.data,
message: ((_a = error.response.data) === null || _a === void 0 ? void 0 : _a.error) || 'Something went wrong! Please try again later'
};
}
else if (error.request) {
return {
error: true,
message: 'No response from server. Network issue?'
};
}
}
return {
error: true,
message: 'Unexpected error occurred.',
detail: error.message
};
}
});
}
}
exports.DeepfakeVideoAnalyser = DeepfakeVideoAnalyser;
class DeepfakeImageAnalyser extends NoirSight {
constructor(apiKey, userId) {
super(apiKey, userId);
}
analyseImage(url) {
return __awaiter(this, void 0, void 0, function* () {
var _a;
try {
if (!this.apiKey) {
throw new Error("Cannot find API KEY");
}
if (!this.userId) {
throw new Error("Cannot find User ID");
}
const response = yield axios_1.default.post(`${this.baseUrl}/predict/image/url`, {
url
}, {
headers: {
"x-user-id": this.userId,
"x-api-key": this.apiKey
}
});
const result = (0, refineConfidence_1.default)(Object.assign({}, response.data));
const annotedUrl = (0, generateImageAnnotation_1.default)(url, result.label);
return Object.assign(Object.assign({}, result), { annotedUrl });
}
catch (error) {
if (axios_1.default.isAxiosError(error)) {
if (error.response) {
return {
error: true,
status: error.response.status,
data: error.response.data,
message: ((_a = error.response.data) === null || _a === void 0 ? void 0 : _a.error) || 'Something went wrong! Please try again later'
};
}
else if (error.request) {
return {
error: true,
message: 'No response from server. Network issue?'
};
}
}
return {
error: true,
message: 'Unexpected error occurred.',
detail: error.message
};
}
});
}
}
exports.DeepfakeImageAnalyser = DeepfakeImageAnalyser;
class ArticleAnalyser extends NoirSight {
constructor(apiKey, userId) {
super(apiKey, userId);
}
analyseArticle(text) {
return __awaiter(this, void 0, void 0, function* () {
var _a;
try {
if (!this.apiKey) {
throw new Error("Cannot find API KEY");
}
if (!this.userId) {
throw new Error("Cannot find User ID");
}
const response = yield axios_1.default.post(`${this.baseUrl}/analyze`, {
text
}, {
headers: {
"x-user-id": this.userId,
"x-api-key": this.apiKey
}
});
return response.data;
}
catch (error) {
if (axios_1.default.isAxiosError(error)) {
if (error.response) {
return {
error: true,
status: error.response.status,
data: error.response.data,
message: ((_a = error.response.data) === null || _a === void 0 ? void 0 : _a.error) || 'Something went wrong! Please try again later'
};
}
else if (error.request) {
return {
error: true,
message: 'No response from server. Network issue?'
};
}
}
return {
error: true,
message: 'Unexpected error occurred.',
detail: error.message
};
}
});
}
}
exports.ArticleAnalyser = ArticleAnalyser;