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perf(backend): use mutex for nsfw model loading (#97)

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Co-authored-by: popkirby <popkirby@gmail.com>
This commit is contained in:
riku6460 2023-07-06 03:37:35 +09:00 committed by GitHub
parent 3e93450fd4
commit f7ad3e847a
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3 changed files with 99 additions and 78 deletions
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1
packages/backend/package.json
View File

@ -75,6 +75,7 @@
"accepts": "1.3.8",
"ajv": "8.12.0",
"archiver": "5.3.1",
"async-mutex": "^0.4.0",
"autwh": "0.1.0",
"bcryptjs": "2.4.3",
"blurhash": "2.0.5",

18
packages/backend/src/core/AiService.ts
View File

@ -4,6 +4,7 @@ import { dirname } from 'node:path';
import { Inject, Injectable } from '@nestjs/common';
import * as nsfw from 'nsfwjs';
import si from 'systeminformation';
import { Mutex } from 'async-mutex';
import type { Config } from '@/config.js';
import { DI } from '@/di-symbols.js';
import { bindThis } from '@/decorators.js';
@ -17,6 +18,7 @@ let isSupportedCpu: undefined | boolean = undefined;
@Injectable()
export class AiService {
private model: nsfw.NSFWJS;
private modelLoadMutex: Mutex = new Mutex();
constructor(
@Inject(DI.config)
@ -31,16 +33,22 @@ export class AiService {
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) this.model = await nsfw.load(`file://${_dirname}/../../nsfw-model/`, { size: 299 });
if (this.model == null) {
await this.modelLoadMutex.runExclusive(async () => {
if (this.model == null) {
this.model = await nsfw.load(`file://${_dirname}/../../nsfw-model/`, { size: 299 });
}
});
}
const buffer = await fs.promises.readFile(path);
const image = await tf.node.decodeImage(buffer, 3) as any;
try {

158
pnpm-lock.yaml
View File

@ -140,6 +140,9 @@ importers:
archiver:
specifier: 5.3.1
version: 5.3.1
async-mutex:
specifier: ^0.4.0
version: 0.4.0
autwh:
specifier: 0.1.0
version: 0.1.0
@ -1195,13 +1198,13 @@ packages:
engines: {node: '>=14.0.0'}
dependencies:
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/chunked-blob-reader@3.310.0:
resolution: {integrity: sha512-CrJS3exo4mWaLnWxfCH+w88Ou0IcAZSIkk4QbmxiHl/5Dq705OLoxf4385MVyExpqpeVJYOYQ2WaD8i/pQZ2fg==}
dependencies:
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/client-s3@3.321.1:
@ -1386,7 +1389,7 @@ packages:
'@aws-sdk/util-user-agent-node': 3.310.0
'@aws-sdk/util-utf8': 3.310.0
fast-xml-parser: 4.1.2
tslib: 2.5.2
tslib: 2.5.3
transitivePeerDependencies:
- aws-crt
dev: false
@ -1398,7 +1401,7 @@ packages:
'@aws-sdk/types': 3.310.0
'@aws-sdk/util-config-provider': 3.310.0
'@aws-sdk/util-middleware': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/credential-provider-env@3.310.0:
@ -1407,7 +1410,7 @@ packages:
dependencies:
'@aws-sdk/property-provider': 3.310.0
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/credential-provider-imds@3.310.0:
@ -1418,7 +1421,7 @@ packages:
'@aws-sdk/property-provider': 3.310.0
'@aws-sdk/types': 3.310.0
'@aws-sdk/url-parser': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/credential-provider-ini@3.321.1:
@ -1433,7 +1436,7 @@ packages:
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'@aws-sdk/shared-ini-file-loader': 3.310.0
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
transitivePeerDependencies:
- aws-crt
dev: false
@ -1451,7 +1454,7 @@ packages:
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'@aws-sdk/shared-ini-file-loader': 3.310.0
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
transitivePeerDependencies:
- aws-crt
dev: false
@ -1463,7 +1466,7 @@ packages:
'@aws-sdk/property-provider': 3.310.0
'@aws-sdk/shared-ini-file-loader': 3.310.0
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/credential-provider-sso@3.321.1:
@ -1475,7 +1478,7 @@ packages:
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'@aws-sdk/token-providers': 3.321.1
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
transitivePeerDependencies:
- aws-crt
dev: false
@ -1486,7 +1489,7 @@ packages:
dependencies:
'@aws-sdk/property-provider': 3.310.0
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/eventstream-codec@3.310.0:
@ -1504,7 +1507,7 @@ packages:
dependencies:
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'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/eventstream-serde-config-resolver@3.310.0:
@ -1512,7 +1515,7 @@ packages:
engines: {node: '>=14.0.0'}
dependencies:
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/eventstream-serde-node@3.310.0:
@ -1521,7 +1524,7 @@ packages:
dependencies:
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'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/eventstream-serde-universal@3.310.0:
@ -1530,7 +1533,7 @@ packages:
dependencies:
'@aws-sdk/eventstream-codec': 3.310.0
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/fetch-http-handler@3.310.0:
@ -1540,7 +1543,7 @@ packages:
'@aws-sdk/querystring-builder': 3.310.0
'@aws-sdk/types': 3.310.0
'@aws-sdk/util-base64': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/hash-blob-browser@3.310.0:
@ -1548,7 +1551,7 @@ packages:
dependencies:
'@aws-sdk/chunked-blob-reader': 3.310.0
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/hash-node@3.310.0:
@ -1558,7 +1561,7 @@ packages:
'@aws-sdk/types': 3.310.0
'@aws-sdk/util-buffer-from': 3.310.0
'@aws-sdk/util-utf8': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/hash-stream-node@3.310.0:
@ -1567,21 +1570,21 @@ packages:
dependencies:
'@aws-sdk/types': 3.310.0
'@aws-sdk/util-utf8': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/invalid-dependency@3.310.0:
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dependencies:
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tslib: 2.5.2
tslib: 2.5.3
dev: false
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engines: {node: '>=14.0.0'}
dependencies:
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/@aws-sdk/lib-storage@3.321.1(@aws-sdk/abort-controller@3.310.0)(@aws-sdk/client-s3@3.321.1):
@ -1606,7 +1609,7 @@ packages:
dependencies:
'@aws-sdk/types': 3.310.0
'@aws-sdk/util-utf8': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/middleware-bucket-endpoint@3.310.0:
@ -1617,7 +1620,7 @@ packages:
'@aws-sdk/types': 3.310.0
'@aws-sdk/util-arn-parser': 3.310.0
'@aws-sdk/util-config-provider': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/middleware-content-length@3.310.0:
@ -1626,7 +1629,7 @@ packages:
dependencies:
'@aws-sdk/protocol-http': 3.310.0
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/middleware-endpoint@3.310.0:
@ -1637,7 +1640,7 @@ packages:
'@aws-sdk/types': 3.310.0
'@aws-sdk/url-parser': 3.310.0
'@aws-sdk/util-middleware': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/middleware-expect-continue@3.310.0:
@ -1646,7 +1649,7 @@ packages:
dependencies:
'@aws-sdk/protocol-http': 3.310.0
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/middleware-flexible-checksums@3.310.0:
@ -1659,7 +1662,7 @@ packages:
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'@aws-sdk/types': 3.310.0
'@aws-sdk/util-utf8': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/middleware-host-header@3.310.0:
@ -1668,7 +1671,7 @@ packages:
dependencies:
'@aws-sdk/protocol-http': 3.310.0
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/middleware-location-constraint@3.310.0:
@ -1676,7 +1679,7 @@ packages:
engines: {node: '>=14.0.0'}
dependencies:
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/middleware-logger@3.310.0:
@ -1684,7 +1687,7 @@ packages:
engines: {node: '>=14.0.0'}
dependencies:
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/middleware-recursion-detection@3.310.0:
@ -1693,7 +1696,7 @@ packages:
dependencies:
'@aws-sdk/protocol-http': 3.310.0
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/middleware-retry@3.310.0:
@ -1705,7 +1708,7 @@ packages:
'@aws-sdk/types': 3.310.0
'@aws-sdk/util-middleware': 3.310.0
'@aws-sdk/util-retry': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
uuid: 8.3.2
dev: false
@ -1716,7 +1719,7 @@ packages:
'@aws-sdk/protocol-http': 3.310.0
'@aws-sdk/types': 3.310.0
'@aws-sdk/util-arn-parser': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/middleware-sdk-sts@3.310.0:
@ -1725,7 +1728,7 @@ packages:
dependencies:
'@aws-sdk/middleware-signing': 3.310.0
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/middleware-serde@3.310.0:
@ -1733,7 +1736,7 @@ packages:
engines: {node: '>=14.0.0'}
dependencies:
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/middleware-signing@3.310.0:
@ -1745,7 +1748,7 @@ packages:
'@aws-sdk/signature-v4': 3.310.0
'@aws-sdk/types': 3.310.0
'@aws-sdk/util-middleware': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/middleware-ssec@3.310.0:
@ -1753,14 +1756,14 @@ packages:
engines: {node: '>=14.0.0'}
dependencies:
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
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engines: {node: '>=14.0.0'}
dependencies:
tslib: 2.5.2
tslib: 2.5.3
dev: false
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@ -1770,7 +1773,7 @@ packages:
'@aws-sdk/protocol-http': 3.310.0
'@aws-sdk/types': 3.310.0
'@aws-sdk/util-endpoints': 3.319.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/node-config-provider@3.310.0:
@ -1780,7 +1783,7 @@ packages:
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'@aws-sdk/shared-ini-file-loader': 3.310.0
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/node-http-handler@3.321.1:
@ -1799,7 +1802,7 @@ packages:
engines: {node: '>=14.0.0'}
dependencies:
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/protocol-http@3.310.0:
@ -1807,7 +1810,7 @@ packages:
engines: {node: '>=14.0.0'}
dependencies:
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
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@ -1816,7 +1819,7 @@ packages:
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'@aws-sdk/util-uri-escape': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
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@ -1824,7 +1827,7 @@ packages:
engines: {node: '>=14.0.0'}
dependencies:
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
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@ -1837,7 +1840,7 @@ packages:
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dependencies:
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/signature-v4-multi-region@3.310.0:
@ -1852,7 +1855,7 @@ packages:
'@aws-sdk/protocol-http': 3.310.0
'@aws-sdk/signature-v4': 3.310.0
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/signature-v4@3.310.0:
@ -1865,7 +1868,7 @@ packages:
'@aws-sdk/util-middleware': 3.310.0
'@aws-sdk/util-uri-escape': 3.310.0
'@aws-sdk/util-utf8': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/smithy-client@3.316.0:
@ -1874,7 +1877,7 @@ packages:
dependencies:
'@aws-sdk/middleware-stack': 3.310.0
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/token-providers@3.321.1:
@ -1894,7 +1897,7 @@ packages:
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engines: {node: '>=14.0.0'}
dependencies:
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/url-parser@3.310.0:
@ -1902,14 +1905,14 @@ packages:
dependencies:
'@aws-sdk/querystring-parser': 3.310.0
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
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dependencies:
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tslib: 2.5.3
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@ -1917,20 +1920,20 @@ packages:
engines: {node: '>=14.0.0'}
dependencies:
'@aws-sdk/util-buffer-from': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
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dependencies:
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tslib: 2.5.3
dev: false
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engines: {node: '>=14.0.0'}
dependencies:
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tslib: 2.5.3
dev: false
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@ -1938,14 +1941,14 @@ packages:
engines: {node: '>=14.0.0'}
dependencies:
'@aws-sdk/is-array-buffer': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
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engines: {node: '>=14.0.0'}
dependencies:
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tslib: 2.5.3
dev: false
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@ -1955,7 +1958,7 @@ packages:
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'@aws-sdk/types': 3.310.0
bowser: 2.11.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
/@aws-sdk/util-defaults-mode-node@3.316.0:
@ -1967,7 +1970,7 @@ packages:
'@aws-sdk/node-config-provider': 3.310.0
'@aws-sdk/property-provider': 3.310.0
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
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engines: {node: '>=14.0.0'}
dependencies:
'@aws-sdk/types': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
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dependencies:
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tslib: 2.5.3
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@ -2004,7 +2007,7 @@ packages:
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dependencies:
'@aws-sdk/service-error-classification': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
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@ -2015,7 +2018,7 @@ packages:
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'@aws-sdk/util-hex-encoding': 3.310.0
'@aws-sdk/util-utf8': 3.310.0
tslib: 2.5.2
tslib: 2.5.3
dev: false
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@ -2025,14 +2028,14 @@ packages:
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tslib: 2.5.2
tslib: 2.5.3
dev: false
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