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feat(server): separate face clustering job (#5598)

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* separate facial clustering job

* update api

* fixed some tests

* invert clustering

* hdbscan

* update api

* remove commented code

* wip dbscan

* cleanup

removed cluster endpoint

remove commented code

* fixes

updated tests

minor fixes and formatting

fixed queuing

refinements

* scale search range based on library size

* defer non-core faces

* optimizations

removed unused query option

* assign faces individually for correctness

fixed unit tests

remove unused method

* don't select face embedding

update sql

linting

fixed ml typing

* updated job mock

* paginate people query

* select face embeddings because typeorm

* fix setting face detection concurrency

* update sql

formatting

linting

* simplify logic

remove unused imports

* more specific delete signature

* more accurate typing for face stubs

* add migration

formatting

* chore: better typing

* don't select embedding by default

remove unused import

* updated sql

* use normal try/catch

* stricter concurrency typing and enforcement

* update api

* update job concurrency panel to show disabled queues

formatting

* check jobId in queueAll

fix tests

* remove outdated comment

* better facial recognition icon

* wording

wording

formatting

* fixed tests

* fix

* formatting & sql

* try to fix sql check

* more detailed description

* update sql

* formatting

* wording

* update `minFaces` description

---------

Co-authored-by: Jason Rasmussen <jrasm91@gmail.com>
Co-authored-by: Alex Tran <alex.tran1502@gmail.com>
This commit is contained in:
Mert
2024-01-18 00:08:48 -05:00
committed by GitHub
parent 44873b4224
commit 68f52818ae
57 changed files with 1081 additions and 631 deletions
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12
server/src/domain/repositories/asset.repository.ts
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@@ -1,6 +1,6 @@
import { SearchExploreItem } from '@app/domain';
import { AssetEntity, AssetJobStatusEntity, AssetType, ExifEntity } from '@app/infra/entities';
import { FindOptionsRelations } from 'typeorm';
import { FindOptionsRelations, FindOptionsSelect } from 'typeorm';
import { Paginated, PaginationOptions } from '../domain.util';
export type AssetStats = Record<AssetType, number>;
@@ -33,6 +33,9 @@ export interface AssetSearchOptions {
withStacked?: boolean;
withExif?: boolean;
withPeople?: boolean;
withSmartInfo?: boolean;
withSmartSearch?: boolean;
withFaces?: boolean;
createdBefore?: Date;
createdAfter?: Date;
@@ -93,6 +96,7 @@ export enum WithoutProperty {
CLIP_ENCODING = 'clip-embedding',
OBJECT_TAGS = 'object-tags',
FACES = 'faces',
PERSON = 'person',
SIDECAR = 'sidecar',
}
@@ -168,7 +172,11 @@ export const IAssetRepository = 'IAssetRepository';
export interface IAssetRepository {
create(asset: AssetCreate): Promise<AssetEntity>;
getByDate(ownerId: string, date: Date): Promise<AssetEntity[]>;
getByIds(ids: string[], relations?: FindOptionsRelations<AssetEntity>): Promise<AssetEntity[]>;
getByIds(
ids: string[],
relations?: FindOptionsRelations<AssetEntity>,
select?: FindOptionsSelect<AssetEntity>,
): Promise<AssetEntity[]>;
getByDayOfYear(ownerId: string, monthDay: MonthDay): Promise<AssetEntity[]>;
getByChecksum(userId: string, checksum: Buffer): Promise<AssetEntity | null>;
getByAlbumId(pagination: PaginationOptions, albumId: string): Paginated<AssetEntity>;