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

* 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>

server/test/repositories/asset.repository.mock.ts

@@ -22,6 +22,7 @@ export const newAssetRepositoryMock = (): Mocked<IAssetRepository> => {
     getAll: vitest.fn().mockResolvedValue({ items: [], hasNextPage: false }),
     getAllByDeviceId: vitest.fn(),
     updateAll: vitest.fn(),
+    updateDuplicates: vitest.fn(),
     getExternalLibraryAssetPaths: vitest.fn(),
     getByLibraryIdAndOriginalPath: vitest.fn(),
     deleteAll: vitest.fn(),
@@ -38,5 +39,6 @@ export const newAssetRepositoryMock = (): Mocked<IAssetRepository> => {
     getAssetIdByTag: vitest.fn(),
     getAllForUserFullSync: vitest.fn(),
     getChangedDeltaSync: vitest.fn(),
+    getDuplicates: vitest.fn(),
   };
 };