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refactor(server): metadata repository (#12759)

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Jason Rasmussen 2024-09-18 08:44:22 -04:00 committed by GitHub
parent ab5dd4d66a
commit 4f25cec6df
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10 changed files with 164 additions and 179 deletions

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@ -53,9 +53,4 @@ export interface IMetadataRepository {
readTags(path: string): Promise<ImmichTags>; readTags(path: string): Promise<ImmichTags>;
writeTags(path: string, tags: Partial<Tags>): Promise<void>; writeTags(path: string, tags: Partial<Tags>): Promise<void>;
extractBinaryTag(tagName: string, path: string): Promise<Buffer>; extractBinaryTag(tagName: string, path: string): Promise<Buffer>;
getCountries(userIds: string[]): Promise<Array<string | null>>;
getStates(userIds: string[], country?: string): Promise<Array<string | null>>;
getCities(userIds: string[], country?: string, state?: string): Promise<Array<string | null>>;
getCameraMakes(userIds: string[], model?: string): Promise<Array<string | null>>;
getCameraModels(userIds: string[], make?: string): Promise<Array<string | null>>;
} }

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@ -181,4 +181,9 @@ export interface ISearchRepository {
deleteAllSearchEmbeddings(): Promise<void>; deleteAllSearchEmbeddings(): Promise<void>;
getDimensionSize(): Promise<number>; getDimensionSize(): Promise<number>;
setDimensionSize(dimSize: number): Promise<void>; setDimensionSize(dimSize: number): Promise<void>;
getCountries(userIds: string[]): Promise<Array<string | null>>;
getStates(userIds: string[], country?: string): Promise<Array<string | null>>;
getCities(userIds: string[], country?: string, state?: string): Promise<Array<string | null>>;
getCameraMakes(userIds: string[], model?: string): Promise<Array<string | null>>;
getCameraModels(userIds: string[], make?: string): Promise<Array<string | null>>;
} }

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@ -1,56 +0,0 @@
-- NOTE: This file is auto generated by ./sql-generator
-- MetadataRepository.getCountries
SELECT DISTINCT
ON ("exif"."country") "exif"."country" AS "country"
FROM
"exif" "exif"
LEFT JOIN "assets" "asset" ON "asset"."id" = "exif"."assetId"
AND ("asset"."deletedAt" IS NULL)
WHERE
"asset"."ownerId" IN ($1)
-- MetadataRepository.getStates
SELECT DISTINCT
ON ("exif"."state") "exif"."state" AS "state"
FROM
"exif" "exif"
LEFT JOIN "assets" "asset" ON "asset"."id" = "exif"."assetId"
AND ("asset"."deletedAt" IS NULL)
WHERE
"asset"."ownerId" IN ($1)
AND "exif"."country" = $2
-- MetadataRepository.getCities
SELECT DISTINCT
ON ("exif"."city") "exif"."city" AS "city"
FROM
"exif" "exif"
LEFT JOIN "assets" "asset" ON "asset"."id" = "exif"."assetId"
AND ("asset"."deletedAt" IS NULL)
WHERE
"asset"."ownerId" IN ($1)
AND "exif"."country" = $2
AND "exif"."state" = $3
-- MetadataRepository.getCameraMakes
SELECT DISTINCT
ON ("exif"."make") "exif"."make" AS "make"
FROM
"exif" "exif"
LEFT JOIN "assets" "asset" ON "asset"."id" = "exif"."assetId"
AND ("asset"."deletedAt" IS NULL)
WHERE
"asset"."ownerId" IN ($1)
AND "exif"."model" = $2
-- MetadataRepository.getCameraModels
SELECT DISTINCT
ON ("exif"."model") "exif"."model" AS "model"
FROM
"exif" "exif"
LEFT JOIN "assets" "asset" ON "asset"."id" = "exif"."assetId"
AND ("asset"."deletedAt" IS NULL)
WHERE
"asset"."ownerId" IN ($1)
AND "exif"."make" = $2

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@ -401,3 +401,58 @@ FROM
INNER JOIN cte ON asset.id = cte."assetId" INNER JOIN cte ON asset.id = cte."assetId"
ORDER BY ORDER BY
exif.city exif.city
-- SearchRepository.getCountries
SELECT DISTINCT
ON ("exif"."country") "exif"."country" AS "country"
FROM
"exif" "exif"
LEFT JOIN "assets" "asset" ON "asset"."id" = "exif"."assetId"
AND ("asset"."deletedAt" IS NULL)
WHERE
"asset"."ownerId" IN ($1)
-- SearchRepository.getStates
SELECT DISTINCT
ON ("exif"."state") "exif"."state" AS "state"
FROM
"exif" "exif"
LEFT JOIN "assets" "asset" ON "asset"."id" = "exif"."assetId"
AND ("asset"."deletedAt" IS NULL)
WHERE
"asset"."ownerId" IN ($1)
AND "exif"."country" = $2
-- SearchRepository.getCities
SELECT DISTINCT
ON ("exif"."city") "exif"."city" AS "city"
FROM
"exif" "exif"
LEFT JOIN "assets" "asset" ON "asset"."id" = "exif"."assetId"
AND ("asset"."deletedAt" IS NULL)
WHERE
"asset"."ownerId" IN ($1)
AND "exif"."country" = $2
AND "exif"."state" = $3
-- SearchRepository.getCameraMakes
SELECT DISTINCT
ON ("exif"."make") "exif"."make" AS "make"
FROM
"exif" "exif"
LEFT JOIN "assets" "asset" ON "asset"."id" = "exif"."assetId"
AND ("asset"."deletedAt" IS NULL)
WHERE
"asset"."ownerId" IN ($1)
AND "exif"."model" = $2
-- SearchRepository.getCameraModels
SELECT DISTINCT
ON ("exif"."model") "exif"."model" AS "model"
FROM
"exif" "exif"
LEFT JOIN "assets" "asset" ON "asset"."id" = "exif"."assetId"
AND ("asset"."deletedAt" IS NULL)
WHERE
"asset"."ownerId" IN ($1)
AND "exif"."make" = $2

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@ -2,7 +2,6 @@ import { Inject, Injectable } from '@nestjs/common';
import { InjectRepository } from '@nestjs/typeorm'; import { InjectRepository } from '@nestjs/typeorm';
import { DefaultReadTaskOptions, ExifTool, Tags } from 'exiftool-vendored'; import { DefaultReadTaskOptions, ExifTool, Tags } from 'exiftool-vendored';
import geotz from 'geo-tz'; import geotz from 'geo-tz';
import { DummyValue, GenerateSql } from 'src/decorators';
import { ExifEntity } from 'src/entities/exif.entity'; import { ExifEntity } from 'src/entities/exif.entity';
import { ILoggerRepository } from 'src/interfaces/logger.interface'; import { ILoggerRepository } from 'src/interfaces/logger.interface';
import { IMetadataRepository, ImmichTags } from 'src/interfaces/metadata.interface'; import { IMetadataRepository, ImmichTags } from 'src/interfaces/metadata.interface';
@ -54,91 +53,4 @@ export class MetadataRepository implements IMetadataRepository {
this.logger.warn(`Error writing exif data (${path}): ${error}`); this.logger.warn(`Error writing exif data (${path}): ${error}`);
} }
} }
@GenerateSql({ params: [[DummyValue.UUID]] })
async getCountries(userIds: string[]): Promise<string[]> {
const results = await this.exifRepository
.createQueryBuilder('exif')
.leftJoin('exif.asset', 'asset')
.where('asset.ownerId IN (:...userIds )', { userIds })
.select('exif.country', 'country')
.distinctOn(['exif.country'])
.getRawMany<{ country: string }>();
return results.map(({ country }) => country).filter((item) => item !== '');
}
@GenerateSql({ params: [[DummyValue.UUID], DummyValue.STRING] })
async getStates(userIds: string[], country: string | undefined): Promise<string[]> {
const query = this.exifRepository
.createQueryBuilder('exif')
.leftJoin('exif.asset', 'asset')
.where('asset.ownerId IN (:...userIds )', { userIds })
.select('exif.state', 'state')
.distinctOn(['exif.state']);
if (country) {
query.andWhere('exif.country = :country', { country });
}
const result = await query.getRawMany<{ state: string }>();
return result.map(({ state }) => state).filter((item) => item !== '');
}
@GenerateSql({ params: [[DummyValue.UUID], DummyValue.STRING, DummyValue.STRING] })
async getCities(userIds: string[], country: string | undefined, state: string | undefined): Promise<string[]> {
const query = this.exifRepository
.createQueryBuilder('exif')
.leftJoin('exif.asset', 'asset')
.where('asset.ownerId IN (:...userIds )', { userIds })
.select('exif.city', 'city')
.distinctOn(['exif.city']);
if (country) {
query.andWhere('exif.country = :country', { country });
}
if (state) {
query.andWhere('exif.state = :state', { state });
}
const results = await query.getRawMany<{ city: string }>();
return results.map(({ city }) => city).filter((item) => item !== '');
}
@GenerateSql({ params: [[DummyValue.UUID], DummyValue.STRING] })
async getCameraMakes(userIds: string[], model: string | undefined): Promise<string[]> {
const query = this.exifRepository
.createQueryBuilder('exif')
.leftJoin('exif.asset', 'asset')
.where('asset.ownerId IN (:...userIds )', { userIds })
.select('exif.make', 'make')
.distinctOn(['exif.make']);
if (model) {
query.andWhere('exif.model = :model', { model });
}
const results = await query.getRawMany<{ make: string }>();
return results.map(({ make }) => make).filter((item) => item !== '');
}
@GenerateSql({ params: [[DummyValue.UUID], DummyValue.STRING] })
async getCameraModels(userIds: string[], make: string | undefined): Promise<string[]> {
const query = this.exifRepository
.createQueryBuilder('exif')
.leftJoin('exif.asset', 'asset')
.where('asset.ownerId IN (:...userIds )', { userIds })
.select('exif.model', 'model')
.distinctOn(['exif.model']);
if (make) {
query.andWhere('exif.make = :make', { make });
}
const results = await query.getRawMany<{ model: string }>();
return results.map(({ model }) => model).filter((item) => item !== '');
}
} }

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@ -4,6 +4,7 @@ import { getVectorExtension } from 'src/database.config';
import { DummyValue, GenerateSql } from 'src/decorators'; import { DummyValue, GenerateSql } from 'src/decorators';
import { AssetFaceEntity } from 'src/entities/asset-face.entity'; import { AssetFaceEntity } from 'src/entities/asset-face.entity';
import { AssetEntity } from 'src/entities/asset.entity'; import { AssetEntity } from 'src/entities/asset.entity';
import { ExifEntity } from 'src/entities/exif.entity';
import { GeodataPlacesEntity } from 'src/entities/geodata-places.entity'; import { GeodataPlacesEntity } from 'src/entities/geodata-places.entity';
import { SmartInfoEntity } from 'src/entities/smart-info.entity'; import { SmartInfoEntity } from 'src/entities/smart-info.entity';
import { SmartSearchEntity } from 'src/entities/smart-search.entity'; import { SmartSearchEntity } from 'src/entities/smart-search.entity';
@ -35,6 +36,7 @@ export class SearchRepository implements ISearchRepository {
constructor( constructor(
@InjectRepository(SmartInfoEntity) private repository: Repository<SmartInfoEntity>, @InjectRepository(SmartInfoEntity) private repository: Repository<SmartInfoEntity>,
@InjectRepository(AssetEntity) private assetRepository: Repository<AssetEntity>, @InjectRepository(AssetEntity) private assetRepository: Repository<AssetEntity>,
@InjectRepository(ExifEntity) private exifRepository: Repository<ExifEntity>,
@InjectRepository(AssetFaceEntity) private assetFaceRepository: Repository<AssetFaceEntity>, @InjectRepository(AssetFaceEntity) private assetFaceRepository: Repository<AssetFaceEntity>,
@InjectRepository(SmartSearchEntity) private smartSearchRepository: Repository<SmartSearchEntity>, @InjectRepository(SmartSearchEntity) private smartSearchRepository: Repository<SmartSearchEntity>,
@InjectRepository(GeodataPlacesEntity) private geodataPlacesRepository: Repository<GeodataPlacesEntity>, @InjectRepository(GeodataPlacesEntity) private geodataPlacesRepository: Repository<GeodataPlacesEntity>,
@ -322,6 +324,93 @@ export class SearchRepository implements ISearchRepository {
return this.smartSearchRepository.clear(); return this.smartSearchRepository.clear();
} }
@GenerateSql({ params: [[DummyValue.UUID]] })
async getCountries(userIds: string[]): Promise<string[]> {
const results = await this.exifRepository
.createQueryBuilder('exif')
.leftJoin('exif.asset', 'asset')
.where('asset.ownerId IN (:...userIds )', { userIds })
.select('exif.country', 'country')
.distinctOn(['exif.country'])
.getRawMany<{ country: string }>();
return results.map(({ country }) => country).filter((item) => item !== '');
}
@GenerateSql({ params: [[DummyValue.UUID], DummyValue.STRING] })
async getStates(userIds: string[], country: string | undefined): Promise<string[]> {
const query = this.exifRepository
.createQueryBuilder('exif')
.leftJoin('exif.asset', 'asset')
.where('asset.ownerId IN (:...userIds )', { userIds })
.select('exif.state', 'state')
.distinctOn(['exif.state']);
if (country) {
query.andWhere('exif.country = :country', { country });
}
const result = await query.getRawMany<{ state: string }>();
return result.map(({ state }) => state).filter((item) => item !== '');
}
@GenerateSql({ params: [[DummyValue.UUID], DummyValue.STRING, DummyValue.STRING] })
async getCities(userIds: string[], country: string | undefined, state: string | undefined): Promise<string[]> {
const query = this.exifRepository
.createQueryBuilder('exif')
.leftJoin('exif.asset', 'asset')
.where('asset.ownerId IN (:...userIds )', { userIds })
.select('exif.city', 'city')
.distinctOn(['exif.city']);
if (country) {
query.andWhere('exif.country = :country', { country });
}
if (state) {
query.andWhere('exif.state = :state', { state });
}
const results = await query.getRawMany<{ city: string }>();
return results.map(({ city }) => city).filter((item) => item !== '');
}
@GenerateSql({ params: [[DummyValue.UUID], DummyValue.STRING] })
async getCameraMakes(userIds: string[], model: string | undefined): Promise<string[]> {
const query = this.exifRepository
.createQueryBuilder('exif')
.leftJoin('exif.asset', 'asset')
.where('asset.ownerId IN (:...userIds )', { userIds })
.select('exif.make', 'make')
.distinctOn(['exif.make']);
if (model) {
query.andWhere('exif.model = :model', { model });
}
const results = await query.getRawMany<{ make: string }>();
return results.map(({ make }) => make).filter((item) => item !== '');
}
@GenerateSql({ params: [[DummyValue.UUID], DummyValue.STRING] })
async getCameraModels(userIds: string[], make: string | undefined): Promise<string[]> {
const query = this.exifRepository
.createQueryBuilder('exif')
.leftJoin('exif.asset', 'asset')
.where('asset.ownerId IN (:...userIds )', { userIds })
.select('exif.model', 'model')
.distinctOn(['exif.model']);
if (make) {
query.andWhere('exif.make = :make', { make });
}
const results = await query.getRawMany<{ model: string }>();
return results.map(({ model }) => model).filter((item) => item !== '');
}
private getRuntimeConfig(numResults?: number): string { private getRuntimeConfig(numResults?: number): string {
if (getVectorExtension() === DatabaseExtension.VECTOR) { if (getVectorExtension() === DatabaseExtension.VECTOR) {
return 'SET LOCAL hnsw.ef_search = 1000;'; // mitigate post-filter recall return 'SET LOCAL hnsw.ef_search = 1000;'; // mitigate post-filter recall

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@ -3,7 +3,6 @@ import { SearchSuggestionType } from 'src/dtos/search.dto';
import { IAssetRepository } from 'src/interfaces/asset.interface'; import { IAssetRepository } from 'src/interfaces/asset.interface';
import { ILoggerRepository } from 'src/interfaces/logger.interface'; import { ILoggerRepository } from 'src/interfaces/logger.interface';
import { IMachineLearningRepository } from 'src/interfaces/machine-learning.interface'; import { IMachineLearningRepository } from 'src/interfaces/machine-learning.interface';
import { IMetadataRepository } from 'src/interfaces/metadata.interface';
import { IPartnerRepository } from 'src/interfaces/partner.interface'; import { IPartnerRepository } from 'src/interfaces/partner.interface';
import { IPersonRepository } from 'src/interfaces/person.interface'; import { IPersonRepository } from 'src/interfaces/person.interface';
import { ISearchRepository } from 'src/interfaces/search.interface'; import { ISearchRepository } from 'src/interfaces/search.interface';
@ -15,7 +14,6 @@ import { personStub } from 'test/fixtures/person.stub';
import { newAssetRepositoryMock } from 'test/repositories/asset.repository.mock'; import { newAssetRepositoryMock } from 'test/repositories/asset.repository.mock';
import { newLoggerRepositoryMock } from 'test/repositories/logger.repository.mock'; import { newLoggerRepositoryMock } from 'test/repositories/logger.repository.mock';
import { newMachineLearningRepositoryMock } from 'test/repositories/machine-learning.repository.mock'; import { newMachineLearningRepositoryMock } from 'test/repositories/machine-learning.repository.mock';
import { newMetadataRepositoryMock } from 'test/repositories/metadata.repository.mock';
import { newPartnerRepositoryMock } from 'test/repositories/partner.repository.mock'; import { newPartnerRepositoryMock } from 'test/repositories/partner.repository.mock';
import { newPersonRepositoryMock } from 'test/repositories/person.repository.mock'; import { newPersonRepositoryMock } from 'test/repositories/person.repository.mock';
import { newSearchRepositoryMock } from 'test/repositories/search.repository.mock'; import { newSearchRepositoryMock } from 'test/repositories/search.repository.mock';
@ -32,7 +30,6 @@ describe(SearchService.name, () => {
let personMock: Mocked<IPersonRepository>; let personMock: Mocked<IPersonRepository>;
let searchMock: Mocked<ISearchRepository>; let searchMock: Mocked<ISearchRepository>;
let partnerMock: Mocked<IPartnerRepository>; let partnerMock: Mocked<IPartnerRepository>;
let metadataMock: Mocked<IMetadataRepository>;
let loggerMock: Mocked<ILoggerRepository>; let loggerMock: Mocked<ILoggerRepository>;
beforeEach(() => { beforeEach(() => {
@ -42,19 +39,9 @@ describe(SearchService.name, () => {
personMock = newPersonRepositoryMock(); personMock = newPersonRepositoryMock();
searchMock = newSearchRepositoryMock(); searchMock = newSearchRepositoryMock();
partnerMock = newPartnerRepositoryMock(); partnerMock = newPartnerRepositoryMock();
metadataMock = newMetadataRepositoryMock();
loggerMock = newLoggerRepositoryMock(); loggerMock = newLoggerRepositoryMock();
sut = new SearchService( sut = new SearchService(systemMock, machineMock, personMock, searchMock, assetMock, partnerMock, loggerMock);
systemMock,
machineMock,
personMock,
searchMock,
assetMock,
partnerMock,
metadataMock,
loggerMock,
);
}); });
it('should work', () => { it('should work', () => {
@ -99,19 +86,19 @@ describe(SearchService.name, () => {
describe('getSearchSuggestions', () => { describe('getSearchSuggestions', () => {
it('should return search suggestions (including null)', async () => { it('should return search suggestions (including null)', async () => {
metadataMock.getCountries.mockResolvedValue(['USA', null]); searchMock.getCountries.mockResolvedValue(['USA', null]);
await expect( await expect(
sut.getSearchSuggestions(authStub.user1, { includeNull: true, type: SearchSuggestionType.COUNTRY }), sut.getSearchSuggestions(authStub.user1, { includeNull: true, type: SearchSuggestionType.COUNTRY }),
).resolves.toEqual(['USA', null]); ).resolves.toEqual(['USA', null]);
expect(metadataMock.getCountries).toHaveBeenCalledWith([authStub.user1.user.id]); expect(searchMock.getCountries).toHaveBeenCalledWith([authStub.user1.user.id]);
}); });
it('should return search suggestions (without null)', async () => { it('should return search suggestions (without null)', async () => {
metadataMock.getCountries.mockResolvedValue(['USA', null]); searchMock.getCountries.mockResolvedValue(['USA', null]);
await expect( await expect(
sut.getSearchSuggestions(authStub.user1, { includeNull: false, type: SearchSuggestionType.COUNTRY }), sut.getSearchSuggestions(authStub.user1, { includeNull: false, type: SearchSuggestionType.COUNTRY }),
).resolves.toEqual(['USA']); ).resolves.toEqual(['USA']);
expect(metadataMock.getCountries).toHaveBeenCalledWith([authStub.user1.user.id]); expect(searchMock.getCountries).toHaveBeenCalledWith([authStub.user1.user.id]);
}); });
}); });
}); });

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@ -19,7 +19,6 @@ import { AssetOrder } from 'src/enum';
import { IAssetRepository } from 'src/interfaces/asset.interface'; import { IAssetRepository } from 'src/interfaces/asset.interface';
import { ILoggerRepository } from 'src/interfaces/logger.interface'; import { ILoggerRepository } from 'src/interfaces/logger.interface';
import { IMachineLearningRepository } from 'src/interfaces/machine-learning.interface'; import { IMachineLearningRepository } from 'src/interfaces/machine-learning.interface';
import { IMetadataRepository } from 'src/interfaces/metadata.interface';
import { IPartnerRepository } from 'src/interfaces/partner.interface'; 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';
@ -38,7 +37,6 @@ export class SearchService {
@Inject(ISearchRepository) private searchRepository: ISearchRepository, @Inject(ISearchRepository) private searchRepository: ISearchRepository,
@Inject(IAssetRepository) private assetRepository: IAssetRepository, @Inject(IAssetRepository) private assetRepository: IAssetRepository,
@Inject(IPartnerRepository) private partnerRepository: IPartnerRepository, @Inject(IPartnerRepository) private partnerRepository: IPartnerRepository,
@Inject(IMetadataRepository) private metadataRepository: IMetadataRepository,
@Inject(ILoggerRepository) private logger: ILoggerRepository, @Inject(ILoggerRepository) private logger: ILoggerRepository,
) { ) {
this.logger.setContext(SearchService.name); this.logger.setContext(SearchService.name);
@ -129,19 +127,19 @@ export class SearchService {
private getSuggestions(userIds: string[], dto: SearchSuggestionRequestDto) { private getSuggestions(userIds: string[], dto: SearchSuggestionRequestDto) {
switch (dto.type) { switch (dto.type) {
case SearchSuggestionType.COUNTRY: { case SearchSuggestionType.COUNTRY: {
return this.metadataRepository.getCountries(userIds); return this.searchRepository.getCountries(userIds);
} }
case SearchSuggestionType.STATE: { case SearchSuggestionType.STATE: {
return this.metadataRepository.getStates(userIds, dto.country); return this.searchRepository.getStates(userIds, dto.country);
} }
case SearchSuggestionType.CITY: { case SearchSuggestionType.CITY: {
return this.metadataRepository.getCities(userIds, dto.country, dto.state); return this.searchRepository.getCities(userIds, dto.country, dto.state);
} }
case SearchSuggestionType.CAMERA_MAKE: { case SearchSuggestionType.CAMERA_MAKE: {
return this.metadataRepository.getCameraMakes(userIds, dto.model); return this.searchRepository.getCameraMakes(userIds, dto.model);
} }
case SearchSuggestionType.CAMERA_MODEL: { case SearchSuggestionType.CAMERA_MODEL: {
return this.metadataRepository.getCameraModels(userIds, dto.make); return this.searchRepository.getCameraModels(userIds, dto.make);
} }
default: { default: {
return []; return [];

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@ -7,10 +7,5 @@ export const newMetadataRepositoryMock = (): Mocked<IMetadataRepository> => {
readTags: vitest.fn(), readTags: vitest.fn(),
writeTags: vitest.fn(), writeTags: vitest.fn(),
extractBinaryTag: vitest.fn(), extractBinaryTag: vitest.fn(),
getCameraMakes: vitest.fn(),
getCameraModels: vitest.fn(),
getCities: vitest.fn(),
getCountries: vitest.fn(),
getStates: vitest.fn(),
}; };
}; };

View file

@ -13,5 +13,10 @@ export const newSearchRepositoryMock = (): Mocked<ISearchRepository> => {
deleteAllSearchEmbeddings: vitest.fn(), deleteAllSearchEmbeddings: vitest.fn(),
getDimensionSize: vitest.fn(), getDimensionSize: vitest.fn(),
setDimensionSize: vitest.fn(), setDimensionSize: vitest.fn(),
getCameraMakes: vitest.fn(),
getCameraModels: vitest.fn(),
getCities: vitest.fn(),
getCountries: vitest.fn(),
getStates: vitest.fn(),
}; };
}; };