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

* 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* remove outdated comment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>

web/src/api/api.ts

@@ -136,7 +136,8 @@ class ImmichApi {
       [JobName.MetadataExtraction]: 'Extract Metadata',
       [JobName.Sidecar]: 'Sidecar Metadata',
       [JobName.SmartSearch]: 'Smart Search',
-      [JobName.RecognizeFaces]: 'Recognize Faces',
+      [JobName.FaceDetection]: 'Face Detection',
+      [JobName.FacialRecognition]: 'Facial Recognition',
       [JobName.VideoConversion]: 'Transcode Videos',
       [JobName.StorageTemplateMigration]: 'Storage Template Migration',
       [JobName.Migration]: 'Migration',