diff --git a/package.json b/package.json index 12912f4153..75906545bd 100644 --- a/package.json +++ b/package.json @@ -58,8 +58,5 @@ "cypress": "13.4.0", "eslint": "8.52.0", "start-server-and-test": "2.0.1" - }, - "optionalDependencies": { - "@tensorflow/tfjs-core": "4.4.0" } } diff --git a/packages/backend/nsfw-model/group1-shard1of6 b/packages/backend/nsfw-model/group1-shard1of6 deleted file mode 100644 index b91a8fad3c..0000000000 Binary files a/packages/backend/nsfw-model/group1-shard1of6 and /dev/null differ diff --git a/packages/backend/nsfw-model/group1-shard2of6 b/packages/backend/nsfw-model/group1-shard2of6 deleted file mode 100644 index 357cc21671..0000000000 --- a/packages/backend/nsfw-model/group1-shard2of6 +++ /dev/null @@ -1,2 +0,0 @@ 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{ - try { - if (isSupportedCpu === undefined) { - const cpuFlags = await this.getCpuFlags(); - isSupportedCpu = REQUIRED_CPU_FLAGS.every(required => cpuFlags.includes(required)); - } - - if (!isSupportedCpu) { - console.error('This CPU cannot use TensorFlow.'); - return null; - } - - const tf = await import('@tensorflow/tfjs-node'); - - if (this.model == null) { - await this.modelLoadMutex.runExclusive(async () => { - if (this.model == null) { - this.model = await nsfw.load(`file://${_dirname}/../../nsfw-model/`, { size: 299 }); - } - }); - } - - const buffer = await fs.promises.readFile(path); - const image = await tf.node.decodeImage(buffer, 3) as any; - try { - const predictions = await this.model.classify(image); - return predictions; - } finally { - image.dispose(); - } - } catch (err) { - console.error(err); - return null; - } - } - - @bindThis - private async getCpuFlags(): Promise { - const str = await si.cpuFlags(); - return str.split(/\s+/); - } -} diff --git a/packages/backend/src/core/CoreModule.ts b/packages/backend/src/core/CoreModule.ts index 47091af216..cb32a31952 100644 --- a/packages/backend/src/core/CoreModule.ts +++ b/packages/backend/src/core/CoreModule.ts @@ -6,7 +6,6 @@ import { Module } from '@nestjs/common'; import { AccountMoveService } from './AccountMoveService.js'; import { AccountUpdateService } from './AccountUpdateService.js'; -import { AiService } from './AiService.js'; import { AnnouncementService } from './AnnouncementService.js'; import { AntennaService } from './AntennaService.js'; import { AppLockService } from './AppLockService.js'; @@ -138,7 +137,6 @@ import type { Provider } from '@nestjs/common'; const $LoggerService: Provider = { provide: 'LoggerService', useExisting: LoggerService }; const $AccountMoveService: Provider = { provide: 'AccountMoveService', useExisting: AccountMoveService }; const $AccountUpdateService: Provider = { provide: 'AccountUpdateService', useExisting: AccountUpdateService }; -const $AiService: Provider = { provide: 'AiService', useExisting: AiService }; const $AnnouncementService: Provider = { provide: 'AnnouncementService', useExisting: AnnouncementService }; const $AntennaService: Provider = { provide: 'AntennaService', useExisting: AntennaService }; const $AppLockService: Provider = { provide: 'AppLockService', useExisting: AppLockService }; @@ -274,7 +272,6 @@ const $ApQuestionService: Provider = { provide: 'ApQuestionService', useExisting LoggerService, AccountMoveService, AccountUpdateService, - AiService, AnnouncementService, AntennaService, AppLockService, @@ -403,7 +400,6 @@ const $ApQuestionService: Provider = { provide: 'ApQuestionService', useExisting $LoggerService, $AccountMoveService, $AccountUpdateService, - $AiService, $AnnouncementService, $AntennaService, $AppLockService, @@ -533,7 +529,6 @@ const $ApQuestionService: Provider = { provide: 'ApQuestionService', useExisting LoggerService, AccountMoveService, AccountUpdateService, - AiService, AnnouncementService, AntennaService, AppLockService, @@ -661,7 +656,6 @@ const $ApQuestionService: Provider = { provide: 'ApQuestionService', useExisting $LoggerService, $AccountMoveService, $AccountUpdateService, - $AiService, $AnnouncementService, $AntennaService, $AppLockService, diff --git a/packages/backend/src/core/FileInfoService.ts b/packages/backend/src/core/FileInfoService.ts index fdea59a8ad..25487fa0fa 100644 --- a/packages/backend/src/core/FileInfoService.ts +++ b/packages/backend/src/core/FileInfoService.ts @@ -5,19 +5,13 @@ import * as fs from 'node:fs'; import * as crypto from 'node:crypto'; -import { join } from 'node:path'; import * as stream from 'node:stream/promises'; import { Injectable } from '@nestjs/common'; -import { FSWatcher } from 'chokidar'; import * as fileType from 'file-type'; -import FFmpeg from 'fluent-ffmpeg'; import isSvg from 'is-svg'; import probeImageSize from 'probe-image-size'; -import { type predictionType } from 'nsfwjs'; import sharp from 'sharp'; import { encode } from 'blurhash'; -import { createTempDir } from '@/misc/create-temp.js'; -import { AiService } from '@/core/AiService.js'; import { bindThis } from '@/decorators.js'; export type FileInfo = { @@ -49,7 +43,6 @@ const TYPE_SVG = { @Injectable() export class FileInfoService { constructor( - private aiService: AiService, ) { } @@ -57,7 +50,8 @@ export class FileInfoService { * Get file information */ @bindThis - public async getFileInfo(path: string, opts: { + // eslint-disable-next-line @typescript-eslint/no-unused-vars + public async getFileInfo(path: string, _opts: { skipSensitiveDetection: boolean; sensitiveThreshold?: number; sensitiveThresholdForPorn?: number; @@ -128,22 +122,8 @@ export class FileInfoService { }); } - let sensitive = false; - let porn = false; - - if (!opts.skipSensitiveDetection) { - await this.detectSensitivity( - path, - type.mime, - opts.sensitiveThreshold ?? 0.5, - opts.sensitiveThresholdForPorn ?? 0.75, - opts.enableSensitiveMediaDetectionForVideos ?? false, - ).then(value => { - [sensitive, porn] = value; - }, error => { - warnings.push(`detectSensitivity failed: ${error}`); - }); - } + const sensitive = false; + const porn = false; return { size, @@ -159,150 +139,6 @@ export class FileInfoService { }; } - @bindThis - private async detectSensitivity(source: string, mime: string, sensitiveThreshold: number, sensitiveThresholdForPorn: number, analyzeVideo: boolean): Promise<[sensitive: boolean, porn: boolean]> { - let sensitive = false; - let porn = false; - - function judgePrediction(result: readonly predictionType[]): [sensitive: boolean, porn: boolean] { - let sensitive = false; - let porn = false; - - if ((result.find(x => x.className === 'Sexy')?.probability ?? 0) > sensitiveThreshold) sensitive = true; - if ((result.find(x => x.className === 'Hentai')?.probability ?? 0) > sensitiveThreshold) sensitive = true; - if ((result.find(x => x.className === 'Porn')?.probability ?? 0) > sensitiveThreshold) sensitive = true; - - if ((result.find(x => x.className === 'Porn')?.probability ?? 0) > sensitiveThresholdForPorn) porn = true; - - return [sensitive, porn]; - } - - if ([ - 'image/jpeg', - 'image/png', - 'image/webp', - ].includes(mime)) { - const result = await this.aiService.detectSensitive(source); - if (result) { - [sensitive, porn] = judgePrediction(result); - } - } else if (analyzeVideo && (mime === 'image/apng' || mime.startsWith('video/'))) { - const [outDir, disposeOutDir] = await createTempDir(); - try { - const command = FFmpeg() - .input(source) - .inputOptions([ - '-skip_frame', 'nokey', // å¯èƒ½ãªã‚‰ã‚­ãƒ¼ãƒ•ãƒ¬ãƒ¼ãƒ ã®ã¿ã‚’å–å¾—ã—ã¦ã»ã—ã„ã¨ã™ã‚‹ï¼ˆãã†ãªã‚‹ã¨ã¯é™ã‚‰ãªã„） - '-lowres', '3', // å…ƒã®ç”»è³ªã§ãƒ‡ã‚³ãƒ¼ãƒ‰ã™ã‚‹å¿…è¦ã¯ãªã„ã®ã§ 1/8 画質ã§ãƒ‡ã‚³ãƒ¼ãƒ‰ã—ã¦ã‚‚よã„ã¨ã™ã‚‹ï¼ˆãã†ãªã‚‹ã¨ã¯é™ã‚‰ãªã„） - ]) - .noAudio() - .videoFilters([ - { - filter: 'select', // フレームã®ãƒ•ã‚£ãƒ«ã‚¿ãƒªãƒ³ã‚° - options: { - e: 'eq(pict_type,PICT_TYPE_I)', // I-Frame ã®ã¿ã‚’フィルタã™ã‚‹ï¼ˆVP9 ã¨ã‹ã¯ãƒ‡ã‚³ãƒ¼ãƒ‰ã—ã¦ã¿ãªã„ã¨ã‚ã‹ã‚‰ãªã„ã£ã½ã„） - }, - }, - { - filter: 'blackframe', // æš—ã„フレームã®æ¤œå‡º - options: { - amount: '0', // æš—ã•ã«é–¢ã‚らãšå…¨ã¦ã®ãƒ•ãƒ¬ãƒ¼ãƒ ã§æ¸¬å®šå€¤ã‚’å–ã‚‹ - }, - }, - { - filter: 'metadata', - options: { - mode: 'select', // フレームé¸æŠžãƒ¢ãƒ¼ãƒ‰ - key: 'lavfi.blackframe.pblack', // フレームã«ãŠã‘る暗部ã®ç™¾åˆ†çŽ‡ï¼ˆå‰ã®ãƒ•ã‚£ãƒ«ã‚¿ã‹ã‚‰ã®ãƒ¡ã‚¿ãƒ‡ãƒ¼ã‚¿ã‚’å‚ç…§ã™ã‚‹ï¼‰ - value: '50', - function: 'less', // 50% 未満ã®ãƒ•ãƒ¬ãƒ¼ãƒ ã‚’é¸æŠžã™ã‚‹ï¼ˆ50% 以上暗部ãŒã‚るフレームã ã¨èª¤æ¤œçŸ¥ã‚’æ‹›ãã‹ã‚‚ã—ã‚Œãªã„ã®ã§ï¼‰ - }, - }, - { - filter: 'scale', - options: { - w: 299, - h: 299, - }, - }, - ]) - .format('image2') - .output(join(outDir, '%d.png')) - .outputOptions(['-vsync', '0']); // å¯å¤‰ãƒ•ãƒ¬ãƒ¼ãƒ ãƒ¬ãƒ¼ãƒˆã«ã™ã‚‹ã“ã¨ã§ç©´åŸ‹ã‚ã‚’ã•ã›ãªã„ - const results: ReturnType[] = []; - let frameIndex = 0; - let targetIndex = 0; - let nextIndex = 1; - for await (const path of this.asyncIterateFrames(outDir, command)) { - try { - const index = frameIndex++; - if (index !== targetIndex) { - continue; - } - targetIndex = nextIndex; - nextIndex += index; // fibonacci sequence ã«ã‚ˆã£ã¦ãƒ•ãƒ¬ãƒ¼ãƒ æ•°åˆ¶é™ã‚’掛ã‘ã‚‹ - const result = await this.aiService.detectSensitive(path); - if (result) { - results.push(judgePrediction(result)); - } - } finally { - fs.promises.unlink(path); - } - } - sensitive = results.filter(x => x[0]).length >= Math.ceil(results.length * sensitiveThreshold); - porn = results.filter(x => x[1]).length >= Math.ceil(results.length * sensitiveThresholdForPorn); - } finally { - disposeOutDir(); - } - } - - return [sensitive, porn]; - } - - private async *asyncIterateFrames(cwd: string, command: FFmpeg.FfmpegCommand): AsyncGenerator { - const watcher = new FSWatcher({ - cwd, - disableGlobbing: true, - }); - let finished = false; - command.once('end', () => { - finished = true; - watcher.close(); - }); - command.run(); - for (let i = 1; true; i++) { // eslint-disable-line @typescript-eslint/no-unnecessary-condition - const current = `${i}.png`; - const next = `${i + 1}.png`; - const framePath = join(cwd, current); - if (await this.exists(join(cwd, next))) { - yield framePath; - } else if (!finished) { // eslint-disable-line @typescript-eslint/no-unnecessary-condition - watcher.add(next); - await new Promise((resolve, reject) => { - watcher.on('add', function onAdd(path) { - if (path === next) { // 次フレームã®æ›¸ã出ã—ãŒå§‹ã¾ã£ã¦ã„ã‚‹ãªã‚‰ã€ç¾åœ¨ãƒ•ãƒ¬ãƒ¼ãƒ ã®æ›¸ã出ã—ã¯çµ‚ã‚ã£ã¦ã„ã‚‹ - watcher.unwatch(current); - watcher.off('add', onAdd); - resolve(); - } - }); - command.once('end', resolve); // å…¨ã¦ã®ãƒ•ãƒ¬ãƒ¼ãƒ ã‚’処ç†ã—終ã‚ã£ãŸãªã‚‰ã€æœ€çµ‚フレームã§ã‚ã‚‹ç¾åœ¨ãƒ•ãƒ¬ãƒ¼ãƒ ã®æ›¸ã出ã—ã¯çµ‚ã‚ã£ã¦ã„ã‚‹ - command.once('error', reject); - }); - yield framePath; - } else if (await this.exists(framePath)) { - yield framePath; - } else { - return; - } - } - } - - @bindThis - private exists(path: string): Promise { - return fs.promises.access(path).then(() => true, () => false); - } - @bindThis public fixMime(mime: string | fileType.MimeType): string { // see https://github.com/misskey-dev/misskey/pull/10686 diff --git a/packages/backend/test/unit/FileInfoService.ts b/packages/backend/test/unit/FileInfoService.ts index de0b31488c..9cb61861aa 100644 --- a/packages/backend/test/unit/FileInfoService.ts +++ b/packages/backend/test/unit/FileInfoService.ts @@ -14,7 +14,6 @@ import { describe, beforeAll, afterAll, test } from '@jest/globals'; import { GlobalModule } from '@/GlobalModule.js'; import { FileInfoService } from '@/core/FileInfoService.js'; //import { DI } from '@/di-symbols.js'; -import { AiService } from '@/core/AiService.js'; import type { TestingModule } from '@nestjs/testing'; import type { MockFunctionMetadata } from 'jest-mock'; @@ -34,14 +33,10 @@ describe('FileInfoService', () => { GlobalModule, ], providers: [ - AiService, FileInfoService, ], }) .useMocker((token) => { - //if (token === AiService) { - // return { }; - //} if (typeof token === 'function') { const mockMetadata = moduleMocker.getMetadata(token) as MockFunctionMetadata; const Mock = moduleMocker.generateFromMetadata(mockMetadata); diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index b4339381c4..599d5deea2 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -1,4 +1,4 @@ -lockfileVersion: '6.0' +lockfileVersion: '6.1' settings: autoInstallPeers: true @@ -30,10 +30,6 @@ importers: typescript: specifier: 5.2.2 version: 5.2.2 - optionalDependencies: - '@tensorflow/tfjs-core': - specifier: 4.4.0 - version: 4.4.0 devDependencies: '@typescript-eslint/eslint-plugin': specifier: 6.9.1 @@ -272,9 +268,6 @@ importers: nodemailer: specifier: 6.9.7 version: 6.9.7 - nsfwjs: - specifier: 2.4.2 - version: 2.4.2(@tensorflow/tfjs@4.4.0) oauth: specifier: 0.10.0 version: 0.10.0 @@ -441,12 +434,6 @@ importers: '@swc/core-win32-x64-msvc': specifier: 1.3.56 version: 1.3.56 - '@tensorflow/tfjs': - specifier: 4.4.0 - version: 4.4.0(seedrandom@3.0.5) - '@tensorflow/tfjs-node': - specifier: 4.4.0 - version: 4.4.0(seedrandom@3.0.5) bufferutil: specifier: 4.0.7 version: 4.0.7 @@ -1815,7 +1802,7 @@ packages: '@babel/traverse': 7.22.11 '@babel/types': 7.22.17 convert-source-map: 1.9.0 - debug: 4.3.4(supports-color@8.1.1) + debug: 4.3.4 gensync: 1.0.0-beta.2 json5: 2.2.3 semver: 6.3.1 @@ -3106,7 +3093,7 @@ packages: '@babel/helper-split-export-declaration': 7.22.6 '@babel/parser': 7.23.0 '@babel/types': 7.22.17 - debug: 4.3.4(supports-color@8.1.1) + debug: 4.3.4 globals: 11.12.0 transitivePeerDependencies: - supports-color @@ -4414,26 +4401,6 @@ packages: - supports-color dev: false - /@mapbox/node-pre-gyp@1.0.9: - resolution: {integrity: sha512-aDF3S3rK9Q2gey/WAttUlISduDItz5BU3306M9Eyv6/oS40aMprnopshtlKTykxRNIBEZuRMaZAnbrQ4QtKGyw==} - hasBin: true - requiresBuild: true - dependencies: - detect-libc: 2.0.2 - https-proxy-agent: 5.0.1 - make-dir: 3.1.0 - node-fetch: 2.6.11 - nopt: 5.0.0 - npmlog: 5.0.1 - rimraf: 3.0.2 - semver: 7.5.4 - tar: 6.1.13 - transitivePeerDependencies: - - encoding - - supports-color - dev: false - optional: true - /@mdx-js/react@2.3.0(react@18.2.0): resolution: {integrity: sha512-zQH//gdOmuu7nt2oJR29vFhDv88oGPmVw6BggmrHeMI+xgEkp1B2dX9/bMBSYtK0dyLX/aOmesKS09g222K1/g==} peerDependencies: @@ -4680,24 +4647,6 @@ packages: semver: 7.5.4 dev: false - /@nsfw-filter/gif-frames@1.0.2: - resolution: {integrity: sha512-XZrbJWEN8YfVla5i+PD4Wj51rRlJ8OgnXiPjjOt/OsrbsCR9GZRD4jr953oNWcwiRaoIcOCFWQNMQukO7Yb1dA==} - dependencies: - '@nsfw-filter/save-pixels': 2.3.4 - get-pixels-frame-info-update: 3.3.2 - multi-integer-range: 3.0.0 - dev: false - - /@nsfw-filter/save-pixels@2.3.4: - resolution: {integrity: sha512-dRZXwrXadMvxwJYKChrDBqC6GNvxVqlmdkyvZJO5DV65qyBsHZw8bPg9CnX7EgpxGl6+4ba/MAdHDLxs2XoD0Q==} - dependencies: - gif-encoder: 0.4.1 - ndarray: 1.0.18 - ndarray-ops: 1.2.2 - pngjs-nozlib: 1.0.0 - through: 2.3.4 - dev: false - /@nuxtjs/opencollective@0.3.2: resolution: {integrity: 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