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refactor(server): feature flags (#9492)

pull/9496/head
Jason Rasmussen 2024-05-14 15:31:36 +07:00 committed by GitHub
parent 5583635947
commit 0f129cae4a
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11 changed files with 59 additions and 132 deletions
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90
server/src/cores/system-config.core.ts
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@ -1,4 +1,4 @@
import { BadRequestException, ForbiddenException, Injectable } from '@nestjs/common'; import { Injectable } from '@nestjs/common';
import AsyncLock from 'async-lock'; import AsyncLock from 'async-lock';
import { plainToInstance } from 'class-transformer'; import { plainToInstance } from 'class-transformer';
import { validate } from 'class-validator'; import { validate } from 'class-validator';
@ -14,23 +14,6 @@ import { ISystemConfigRepository } from 'src/interfaces/system-config.interface'
export type SystemConfigValidator = (config: SystemConfig, newConfig: SystemConfig) => void | Promise<void>; export type SystemConfigValidator = (config: SystemConfig, newConfig: SystemConfig) => void | Promise<void>;
export enum FeatureFlag {
SMART_SEARCH = 'smartSearch',
FACIAL_RECOGNITION = 'facialRecognition',
MAP = 'map',
REVERSE_GEOCODING = 'reverseGeocoding',
SIDECAR = 'sidecar',
SEARCH = 'search',
OAUTH = 'oauth',
OAUTH_AUTO_LAUNCH = 'oauthAutoLaunch',
PASSWORD_LOGIN = 'passwordLogin',
CONFIG_FILE = 'configFile',
TRASH = 'trash',
EMAIL = 'email',
}
export type FeatureFlags = Record<FeatureFlag, boolean>;
let instance: SystemConfigCore | null; let instance: SystemConfigCore | null;
@Injectable() @Injectable()
@ -57,63 +40,6 @@ export class SystemConfigCore {
instance = null; instance = null;
} }
async requireFeature(feature: FeatureFlag) {
const hasFeature = await this.hasFeature(feature);
if (!hasFeature) {
switch (feature) {
case FeatureFlag.SMART_SEARCH: {
throw new BadRequestException('Smart search is not enabled');
}
case FeatureFlag.FACIAL_RECOGNITION: {
throw new BadRequestException('Facial recognition is not enabled');
}
case FeatureFlag.SIDECAR: {
throw new BadRequestException('Sidecar is not enabled');
}
case FeatureFlag.SEARCH: {
throw new BadRequestException('Search is not enabled');
}
case FeatureFlag.OAUTH: {
throw new BadRequestException('OAuth is not enabled');
}
case FeatureFlag.PASSWORD_LOGIN: {
throw new BadRequestException('Password login is not enabled');
}
case FeatureFlag.CONFIG_FILE: {
throw new BadRequestException('Config file is not set');
}
default: {
throw new ForbiddenException(`Missing required feature: ${feature}`);
}
}
}
}
async hasFeature(feature: FeatureFlag) {
const features = await this.getFeatures();
return features[feature] ?? false;
}
async getFeatures(): Promise<FeatureFlags> {
const config = await this.getConfig();
const mlEnabled = config.machineLearning.enabled;
return {
[FeatureFlag.SMART_SEARCH]: mlEnabled && config.machineLearning.clip.enabled,
[FeatureFlag.FACIAL_RECOGNITION]: mlEnabled && config.machineLearning.facialRecognition.enabled,
[FeatureFlag.MAP]: config.map.enabled,
[FeatureFlag.REVERSE_GEOCODING]: config.reverseGeocoding.enabled,
[FeatureFlag.SIDECAR]: true,
[FeatureFlag.SEARCH]: true,
[FeatureFlag.TRASH]: config.trash.enabled,
[FeatureFlag.OAUTH]: config.oauth.enabled,
[FeatureFlag.OAUTH_AUTO_LAUNCH]: config.oauth.autoLaunch,
[FeatureFlag.PASSWORD_LOGIN]: config.passwordLogin.enabled,
[FeatureFlag.CONFIG_FILE]: !!process.env.IMMICH_CONFIG_FILE,
[FeatureFlag.EMAIL]: config.notifications.smtp.enabled,
};
}
async getConfig(force = false): Promise<SystemConfig> { async getConfig(force = false): Promise<SystemConfig> {
if (force || !this.config) { if (force || !this.config) {
const lastUpdated = this.lastUpdated; const lastUpdated = this.lastUpdated;
@ -129,10 +55,6 @@ export class SystemConfigCore {
} }
async updateConfig(newConfig: SystemConfig): Promise<SystemConfig> { async updateConfig(newConfig: SystemConfig): Promise<SystemConfig> {
if (await this.hasFeature(FeatureFlag.CONFIG_FILE)) {
throw new BadRequestException('Cannot update configuration while IMMICH_CONFIG_FILE is in use');
}
const updates: SystemConfigEntity[] = []; const updates: SystemConfigEntity[] = [];
const deletes: SystemConfigEntity[] = []; const deletes: SystemConfigEntity[] = [];
@ -176,10 +98,14 @@ export class SystemConfigCore {
this.config$.next(newConfig); this.config$.next(newConfig);
} }
isUsingConfigFile() {
return !!process.env.IMMICH_CONFIG_FILE;
}
private async buildConfig() { private async buildConfig() {
const config = _.cloneDeep(defaults); const config = _.cloneDeep(defaults);
const overrides = process.env.IMMICH_CONFIG_FILE const overrides = this.isUsingConfigFile()
? await this.loadFromFile(process.env.IMMICH_CONFIG_FILE) ? await this.loadFromFile(process.env.IMMICH_CONFIG_FILE as string)
: await this.repository.load(); : await this.repository.load();
for (const { key, value } of overrides) { for (const { key, value } of overrides) {
@ -189,7 +115,7 @@ export class SystemConfigCore {
const errors = await validate(plainToInstance(SystemConfigDto, config)); const errors = await validate(plainToInstance(SystemConfigDto, config));
if (errors.length > 0) { if (errors.length > 0) {
if (process.env.IMMICH_CONFIG_FILE) { if (this.isUsingConfigFile()) {
throw new Error(`Invalid value(s) in file: ${errors}`); throw new Error(`Invalid value(s) in file: ${errors}`);
} else { } else {
this.logger.error('Validation error', errors); this.logger.error('Validation error', errors);

3
server/src/dtos/server-info.dto.ts
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@ -1,6 +1,5 @@
import { ApiProperty, ApiResponseProperty } from '@nestjs/swagger'; import { ApiProperty, ApiResponseProperty } from '@nestjs/swagger';
import type { DateTime } from 'luxon'; import type { DateTime } from 'luxon';
import { FeatureFlags } from 'src/cores/system-config.core';
import { SystemConfigThemeDto } from 'src/dtos/system-config.dto'; import { SystemConfigThemeDto } from 'src/dtos/system-config.dto';
import { IVersion, VersionType } from 'src/utils/version'; import { IVersion, VersionType } from 'src/utils/version';
@ -96,7 +95,7 @@ export class ServerConfigDto {
externalDomain!: string; externalDomain!: string;
} }
export class ServerFeaturesDto implements FeatureFlags { export class ServerFeaturesDto {
smartSearch!: boolean; smartSearch!: boolean;
configFile!: boolean; configFile!: boolean;
facialRecognition!: boolean; facialRecognition!: boolean;

30
server/src/services/job.service.spec.ts
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@ -1,7 +1,6 @@
import { BadRequestException } from '@nestjs/common'; import { BadRequestException } from '@nestjs/common';
import { SystemConfig } from 'src/config'; import { SystemConfig } from 'src/config';
import { FeatureFlag, SystemConfigCore } from 'src/cores/system-config.core'; import { SystemConfigCore } from 'src/cores/system-config.core';
import { SystemConfigKey, SystemConfigKeyPaths } from 'src/entities/system-config.entity';
import { IAssetRepository } from 'src/interfaces/asset.interface'; import { IAssetRepository } from 'src/interfaces/asset.interface';
import { IEventRepository } from 'src/interfaces/event.interface'; import { IEventRepository } from 'src/interfaces/event.interface';
import { import {
@ -368,32 +367,5 @@ describe(JobService.name, () => {
expect(jobMock.queueAll).not.toHaveBeenCalled(); expect(jobMock.queueAll).not.toHaveBeenCalled();
}); });
} }
const featureTests: Array<{ queue: QueueName; feature: FeatureFlag; configKey: SystemConfigKeyPaths }> = [
{
queue: QueueName.SMART_SEARCH,
feature: FeatureFlag.SMART_SEARCH,
configKey: SystemConfigKey.MACHINE_LEARNING_CLIP_ENABLED,
},
{
queue: QueueName.FACE_DETECTION,
feature: FeatureFlag.FACIAL_RECOGNITION,
configKey: SystemConfigKey.MACHINE_LEARNING_FACIAL_RECOGNITION_ENABLED,
},
{
queue: QueueName.FACIAL_RECOGNITION,
feature: FeatureFlag.FACIAL_RECOGNITION,
configKey: SystemConfigKey.MACHINE_LEARNING_FACIAL_RECOGNITION_ENABLED,
},
];
for (const { queue, feature, configKey } of featureTests) {
it(`should throw an error if attempting to queue ${queue} when ${feature} is disabled`, async () => {
configMock.load.mockResolvedValue([{ key: configKey, value: false }]);
jobMock.getQueueStatus.mockResolvedValue({ isActive: false, isPaused: false });
await expect(sut.handleCommand(queue, { command: JobCommand.START, force: false })).rejects.toThrow();
});
}
}); });
}); });

6
server/src/services/job.service.ts
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@ -1,6 +1,6 @@
import { BadRequestException, Inject, Injectable } from '@nestjs/common'; import { BadRequestException, Inject, Injectable } from '@nestjs/common';
import { snakeCase } from 'lodash'; import { snakeCase } from 'lodash';
import { FeatureFlag, SystemConfigCore } from 'src/cores/system-config.core'; import { SystemConfigCore } from 'src/cores/system-config.core';
import { mapAsset } from 'src/dtos/asset-response.dto'; import { mapAsset } from 'src/dtos/asset-response.dto';
import { AllJobStatusResponseDto, JobCommandDto, JobStatusDto } from 'src/dtos/job.dto'; import { AllJobStatusResponseDto, JobCommandDto, JobStatusDto } from 'src/dtos/job.dto';
import { AssetType } from 'src/entities/asset.entity'; import { AssetType } from 'src/entities/asset.entity';
@ -112,7 +112,6 @@ export class JobService {
} }
case QueueName.SMART_SEARCH: { case QueueName.SMART_SEARCH: {
await this.configCore.requireFeature(FeatureFlag.SMART_SEARCH);
return this.jobRepository.queue({ name: JobName.QUEUE_SMART_SEARCH, data: { force } }); return this.jobRepository.queue({ name: JobName.QUEUE_SMART_SEARCH, data: { force } });
} }
@ -121,7 +120,6 @@ export class JobService {
} }
case QueueName.SIDECAR: { case QueueName.SIDECAR: {
await this.configCore.requireFeature(FeatureFlag.SIDECAR);
return this.jobRepository.queue({ name: JobName.QUEUE_SIDECAR, data: { force } }); return this.jobRepository.queue({ name: JobName.QUEUE_SIDECAR, data: { force } });
} }
@ -130,12 +128,10 @@ export class JobService {
} }
case QueueName.FACE_DETECTION: { case QueueName.FACE_DETECTION: {
await this.configCore.requireFeature(FeatureFlag.FACIAL_RECOGNITION);
return this.jobRepository.queue({ name: JobName.QUEUE_FACE_DETECTION, data: { force } }); return this.jobRepository.queue({ name: JobName.QUEUE_FACE_DETECTION, data: { force } });
} }
case QueueName.FACIAL_RECOGNITION: { case QueueName.FACIAL_RECOGNITION: {
await this.configCore.requireFeature(FeatureFlag.FACIAL_RECOGNITION);
return this.jobRepository.queue({ name: JobName.QUEUE_FACIAL_RECOGNITION, data: { force } }); return this.jobRepository.queue({ name: JobName.QUEUE_FACIAL_RECOGNITION, data: { force } });
} }

5
server/src/services/metadata.service.ts
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@ -7,7 +7,7 @@ import { constants } from 'node:fs/promises';
import path from 'node:path'; import path from 'node:path';
import { Subscription } from 'rxjs'; import { Subscription } from 'rxjs';
import { StorageCore } from 'src/cores/storage.core'; import { StorageCore } from 'src/cores/storage.core';
import { FeatureFlag, SystemConfigCore } from 'src/cores/system-config.core'; import { SystemConfigCore } from 'src/cores/system-config.core';
import { AssetEntity, AssetType } from 'src/entities/asset.entity'; import { AssetEntity, AssetType } from 'src/entities/asset.entity';
import { ExifEntity } from 'src/entities/exif.entity'; import { ExifEntity } from 'src/entities/exif.entity';
import { IAlbumRepository } from 'src/interfaces/album.interface'; import { IAlbumRepository } from 'src/interfaces/album.interface';
@ -331,7 +331,8 @@ export class MetadataService {
private async applyReverseGeocoding(asset: AssetEntity, exifData: ExifEntityWithoutGeocodeAndTypeOrm) { private async applyReverseGeocoding(asset: AssetEntity, exifData: ExifEntityWithoutGeocodeAndTypeOrm) {
const { latitude, longitude } = exifData; const { latitude, longitude } = exifData;
if (!(await this.configCore.hasFeature(FeatureFlag.REVERSE_GEOCODING)) || !longitude || !latitude) { const { reverseGeocoding } = await this.configCore.getConfig();
if (!reverseGeocoding.enabled || !longitude || !latitude) {
return; return;
} }

11
server/src/services/person.service.ts
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@ -49,6 +49,7 @@ import { ISystemConfigRepository } from 'src/interfaces/system-config.interface'
import { Orientation } from 'src/services/metadata.service'; import { Orientation } from 'src/services/metadata.service';
import { CacheControl, ImmichFileResponse } from 'src/utils/file'; import { CacheControl, ImmichFileResponse } from 'src/utils/file';
import { mimeTypes } from 'src/utils/mime-types'; import { mimeTypes } from 'src/utils/mime-types';
import { isFacialRecognitionEnabled } from 'src/utils/misc';
import { usePagination } from 'src/utils/pagination'; import { usePagination } from 'src/utils/pagination';
import { IsNull } from 'typeorm'; import { IsNull } from 'typeorm';
@ -282,7 +283,7 @@ export class PersonService {
async handleQueueDetectFaces({ force }: IBaseJob): Promise<JobStatus> { async handleQueueDetectFaces({ force }: IBaseJob): Promise<JobStatus> {
const { machineLearning } = await this.configCore.getConfig(); const { machineLearning } = await this.configCore.getConfig();
if (!machineLearning.enabled || !machineLearning.facialRecognition.enabled) { if (!isFacialRecognitionEnabled(machineLearning)) {
return JobStatus.SKIPPED; return JobStatus.SKIPPED;
} }
@ -313,7 +314,7 @@ export class PersonService {
async handleDetectFaces({ id }: IEntityJob): Promise<JobStatus> { async handleDetectFaces({ id }: IEntityJob): Promise<JobStatus> {
const { machineLearning } = await this.configCore.getConfig(); const { machineLearning } = await this.configCore.getConfig();
if (!machineLearning.enabled || !machineLearning.facialRecognition.enabled) { if (!isFacialRecognitionEnabled(machineLearning)) {
return JobStatus.SKIPPED; return JobStatus.SKIPPED;
} }
@ -369,7 +370,7 @@ export class PersonService {
async handleQueueRecognizeFaces({ force }: IBaseJob): Promise<JobStatus> { async handleQueueRecognizeFaces({ force }: IBaseJob): Promise<JobStatus> {
const { machineLearning } = await this.configCore.getConfig(); const { machineLearning } = await this.configCore.getConfig();
if (!machineLearning.enabled || !machineLearning.facialRecognition.enabled) { if (!isFacialRecognitionEnabled(machineLearning)) {
return JobStatus.SKIPPED; return JobStatus.SKIPPED;
} }
@ -400,7 +401,7 @@ export class PersonService {
async handleRecognizeFaces({ id, deferred }: IDeferrableJob): Promise<JobStatus> { async handleRecognizeFaces({ id, deferred }: IDeferrableJob): Promise<JobStatus> {
const { machineLearning } = await this.configCore.getConfig(); const { machineLearning } = await this.configCore.getConfig();
if (!machineLearning.enabled || !machineLearning.facialRecognition.enabled) { if (!isFacialRecognitionEnabled(machineLearning)) {
return JobStatus.SKIPPED; return JobStatus.SKIPPED;
} }
@ -484,7 +485,7 @@ export class PersonService {
async handleGeneratePersonThumbnail(data: IEntityJob): Promise<JobStatus> { async handleGeneratePersonThumbnail(data: IEntityJob): Promise<JobStatus> {
const { machineLearning, image } = await this.configCore.getConfig(); const { machineLearning, image } = await this.configCore.getConfig();
if (!machineLearning.enabled || !machineLearning.facialRecognition.enabled) { if (!isFacialRecognitionEnabled(machineLearning)) {
return JobStatus.SKIPPED; return JobStatus.SKIPPED;
} }

11
server/src/services/search.service.ts
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@ -1,5 +1,5 @@
import { Inject, Injectable } from '@nestjs/common'; import { BadRequestException, Inject, Injectable } from '@nestjs/common';
import { FeatureFlag, SystemConfigCore } from 'src/cores/system-config.core'; import { SystemConfigCore } from 'src/cores/system-config.core';
import { AssetResponseDto, mapAsset } from 'src/dtos/asset-response.dto'; import { AssetResponseDto, mapAsset } from 'src/dtos/asset-response.dto';
import { AuthDto } from 'src/dtos/auth.dto'; import { AuthDto } from 'src/dtos/auth.dto';
import { PersonResponseDto } from 'src/dtos/person.dto'; import { PersonResponseDto } from 'src/dtos/person.dto';
@ -24,6 +24,7 @@ import { IPartnerRepository } from 'src/interfaces/partner.interface';
import { IPersonRepository } from 'src/interfaces/person.interface'; import { IPersonRepository } from 'src/interfaces/person.interface';
import { ISearchRepository, SearchExploreItem } from 'src/interfaces/search.interface'; import { ISearchRepository, SearchExploreItem } from 'src/interfaces/search.interface';
import { ISystemConfigRepository } from 'src/interfaces/system-config.interface'; import { ISystemConfigRepository } from 'src/interfaces/system-config.interface';
import { isSmartSearchEnabled } from 'src/utils/misc';
@Injectable() @Injectable()
export class SearchService { export class SearchService {
@ -53,7 +54,6 @@ export class SearchService {
} }
async getExploreData(auth: AuthDto): Promise<SearchExploreItem<AssetResponseDto>[]> { async getExploreData(auth: AuthDto): Promise<SearchExploreItem<AssetResponseDto>[]> {
await this.configCore.requireFeature(FeatureFlag.SEARCH);
const options = { maxFields: 12, minAssetsPerField: 5 }; const options = { maxFields: 12, minAssetsPerField: 5 };
const results = await Promise.all([ const results = await Promise.all([
this.assetRepository.getAssetIdByCity(auth.user.id, options), this.assetRepository.getAssetIdByCity(auth.user.id, options),
@ -98,8 +98,11 @@ export class SearchService {
} }
async searchSmart(auth: AuthDto, dto: SmartSearchDto): Promise<SearchResponseDto> { async searchSmart(auth: AuthDto, dto: SmartSearchDto): Promise<SearchResponseDto> {
await this.configCore.requireFeature(FeatureFlag.SMART_SEARCH);
const { machineLearning } = await this.configCore.getConfig(); const { machineLearning } = await this.configCore.getConfig();
if (!isSmartSearchEnabled(machineLearning)) {
throw new BadRequestException('Smart search is not enabled');
}
const userIds = await this.getUserIdsToSearch(auth); const userIds = await this.getUserIdsToSearch(auth);
const embedding = await this.machineLearning.encodeText( const embedding = await this.machineLearning.encodeText(

19
server/src/services/server-info.service.ts
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@ -23,6 +23,7 @@ import { ISystemMetadataRepository } from 'src/interfaces/system-metadata.interf
import { IUserRepository, UserStatsQueryResponse } from 'src/interfaces/user.interface'; import { IUserRepository, UserStatsQueryResponse } from 'src/interfaces/user.interface';
import { asHumanReadable } from 'src/utils/bytes'; import { asHumanReadable } from 'src/utils/bytes';
import { mimeTypes } from 'src/utils/mime-types'; import { mimeTypes } from 'src/utils/mime-types';
import { isFacialRecognitionEnabled, isSmartSearchEnabled } from 'src/utils/misc';
import { Version } from 'src/utils/version'; import { Version } from 'src/utils/version';
@Injectable() @Injectable()
@ -83,7 +84,23 @@ export class ServerInfoService {
} }
async getFeatures(): Promise<ServerFeaturesDto> { async getFeatures(): Promise<ServerFeaturesDto> {
return this.configCore.getFeatures(); const { reverseGeocoding, map, machineLearning, trash, oauth, passwordLogin, notifications } =
await this.configCore.getConfig();
return {
smartSearch: isSmartSearchEnabled(machineLearning),
facialRecognition: isFacialRecognitionEnabled(machineLearning),
map: map.enabled,
reverseGeocoding: reverseGeocoding.enabled,
sidecar: true,
search: true,
trash: trash.enabled,
oauth: oauth.enabled,
oauthAutoLaunch: oauth.autoLaunch,
passwordLogin: passwordLogin.enabled,
configFile: this.configCore.isUsingConfigFile(),
email: notifications.smtp.enabled,
};
} }
async getTheme() { async getTheme() {

5
server/src/services/smart-info.service.ts
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@ -15,6 +15,7 @@ import { ILoggerRepository } from 'src/interfaces/logger.interface';
import { IMachineLearningRepository } from 'src/interfaces/machine-learning.interface'; import { IMachineLearningRepository } from 'src/interfaces/machine-learning.interface';
import { ISearchRepository } from 'src/interfaces/search.interface'; import { ISearchRepository } from 'src/interfaces/search.interface';
import { ISystemConfigRepository } from 'src/interfaces/system-config.interface'; import { ISystemConfigRepository } from 'src/interfaces/system-config.interface';
import { isSmartSearchEnabled } from 'src/utils/misc';
import { usePagination } from 'src/utils/pagination'; import { usePagination } from 'src/utils/pagination';
@Injectable() @Injectable()
@ -50,7 +51,7 @@ export class SmartInfoService {
async handleQueueEncodeClip({ force }: IBaseJob): Promise<JobStatus> { async handleQueueEncodeClip({ force }: IBaseJob): Promise<JobStatus> {
const { machineLearning } = await this.configCore.getConfig(); const { machineLearning } = await this.configCore.getConfig();
if (!machineLearning.enabled || !machineLearning.clip.enabled) { if (!isSmartSearchEnabled(machineLearning)) {
return JobStatus.SKIPPED; return JobStatus.SKIPPED;
} }
@ -75,7 +76,7 @@ export class SmartInfoService {
async handleEncodeClip({ id }: IEntityJob): Promise<JobStatus> { async handleEncodeClip({ id }: IEntityJob): Promise<JobStatus> {
const { machineLearning } = await this.configCore.getConfig(); const { machineLearning } = await this.configCore.getConfig();
if (!machineLearning.enabled || !machineLearning.clip.enabled) { if (!isSmartSearchEnabled(machineLearning)) {
return JobStatus.SKIPPED; return JobStatus.SKIPPED;
} }

4
server/src/services/system-config.service.ts
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@ -67,6 +67,10 @@ export class SystemConfigService {
} }
async updateConfig(dto: SystemConfigDto): Promise<SystemConfigDto> { async updateConfig(dto: SystemConfigDto): Promise<SystemConfigDto> {
if (this.core.isUsingConfigFile()) {
throw new BadRequestException('Cannot update configuration while IMMICH_CONFIG_FILE is in use');
}
const oldConfig = await this.core.getConfig(); const oldConfig = await this.core.getConfig();
try { try {

7
server/src/utils/misc.ts
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@ -10,11 +10,18 @@ import { SchemaObject } from '@nestjs/swagger/dist/interfaces/open-api-spec.inte
import _ from 'lodash'; import _ from 'lodash';
import { writeFileSync } from 'node:fs'; import { writeFileSync } from 'node:fs';
import path from 'node:path'; import path from 'node:path';
import { SystemConfig } from 'src/config';
import { CLIP_MODEL_INFO, serverVersion } from 'src/constants'; import { CLIP_MODEL_INFO, serverVersion } from 'src/constants';
import { ImmichCookie, ImmichHeader } from 'src/dtos/auth.dto'; import { ImmichCookie, ImmichHeader } from 'src/dtos/auth.dto';
import { ILoggerRepository } from 'src/interfaces/logger.interface'; import { ILoggerRepository } from 'src/interfaces/logger.interface';
import { Metadata } from 'src/middleware/auth.guard'; import { Metadata } from 'src/middleware/auth.guard';
const isMachineLearningEnabled = (machineLearning: SystemConfig['machineLearning']) => machineLearning.enabled;
export const isSmartSearchEnabled = (machineLearning: SystemConfig['machineLearning']) =>
isMachineLearningEnabled(machineLearning) && machineLearning.clip.enabled;
export const isFacialRecognitionEnabled = (machineLearning: SystemConfig['machineLearning']) =>
isMachineLearningEnabled(machineLearning) && machineLearning.facialRecognition.enabled;
export const isConnectionAborted = (error: Error | any) => error.code === 'ECONNABORTED'; export const isConnectionAborted = (error: Error | any) => error.code === 'ECONNABORTED';
export const handlePromiseError = <T>(promise: Promise<T>, logger: ILoggerRepository): void => { export const handlePromiseError = <T>(promise: Promise<T>, logger: ILoggerRepository): void => {