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feat(server): near-duplicate detection (#8228)

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* duplicate detection job, entity, config

* queueing

* job panel, update api

* use embedding in db instead of fetching

* disable concurrency

* only queue visible assets

* handle multiple duplicateIds

* update concurrent queue check

* add provider

* add web placeholder, server endpoint, migration, various fixes

* update sql

* select embedding by default

* rename variable

* simplify

* remove separate entity, handle re-running with different threshold, set default back to 0.02

* fix tests

* add tests

* add index to entity

* formatting

* update asset mock

* fix `upsertJobStatus` signature

* update sql

* formatting

* default to 0.03

* optimize clustering

* use asset's `duplicateId` if present

* update sql

* update tests

* expose admin setting

* refactor

* formatting

* skip if ml is disabled

* debug trash e2e

* remove from web

* remove from sidebar

* test if ml is disabled

* update sql

* separate duplicate detection from clip in config, disable by default for now

* fix doc

* lower minimum `maxDistance`

* update api

* Add and Use Duplicate Detection Feature Flag (#9364)

* Add Duplicate Detection Flag

* Use Duplicate Detection Flag

* Attempt Fixes for Failing Checks

* lower minimum `maxDistance`

* fix tests

---------

Co-authored-by: mertalev <101130780+mertalev@users.noreply.github.com>

* chore: fixes and additions after rebase

* chore: update api (remove new Role enum)

* fix: left join smart search so getAll works without machine learning

* test: trash e2e go back to checking length of assets is zero

* chore: regen api after rebase

* test: fix tests after rebase

* redundant join

---------

Co-authored-by: Nicholas Flamy <30300649+NicholasFlamy@users.noreply.github.com>
Co-authored-by: Zack Pollard <zackpollard@ymail.com>
Co-authored-by: Zack Pollard <zack@futo.org>
This commit is contained in:
Mert
2024-05-16 13:08:37 -04:00
committed by GitHub
parent 673e97e71d
commit 64636c0618
61 changed files with 1254 additions and 61 deletions
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14
server/src/interfaces/search.interface.ts
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@ -152,15 +152,29 @@ export interface FaceEmbeddingSearch extends SearchEmbeddingOptions {
maxDistance?: number;
}
export interface AssetDuplicateSearch {
assetId: string;
embedding: Embedding;
userIds: string[];
maxDistance?: number;
}
export interface FaceSearchResult {
distance: number;
face: AssetFaceEntity;
}
export interface AssetDuplicateResult {
assetId: string;
duplicateId: string | null;
distance: number;
}
export interface ISearchRepository {
init(modelName: string): Promise<void>;
searchMetadata(pagination: SearchPaginationOptions, options: AssetSearchOptions): Paginated<AssetEntity>;
searchSmart(pagination: SearchPaginationOptions, options: SmartSearchOptions): Paginated<AssetEntity>;
searchDuplicates(options: AssetDuplicateSearch): Promise<AssetDuplicateResult[]>;
searchFaces(search: FaceEmbeddingSearch): Promise<FaceSearchResult[]>;
upsert(assetId: string, embedding: number[]): Promise<void>;
searchPlaces(placeName: string): Promise<GeodataPlacesEntity[]>;