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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* remove outdated comment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>
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Mert 2024-01-18 00:08:48 -05:00 • committed by GitHub
parent 44873b4224
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7
server/src/microservices/app.service.ts
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@ -62,11 +62,12 @@ export class AppService {
[JobName.QUEUE_METADATA_EXTRACTION]: (data) => this.metadataService.handleQueueMetadataExtraction(data),
[JobName.METADATA_EXTRACTION]: (data) => this.metadataService.handleMetadataExtraction(data),
[JobName.LINK_LIVE_PHOTOS]: (data) => this.metadataService.handleLivePhotoLinking(data),
[JobName.QUEUE_RECOGNIZE_FACES]: (data) => this.personService.handleQueueRecognizeFaces(data),
[JobName.RECOGNIZE_FACES]: (data) => this.personService.handleRecognizeFaces(data),
[JobName.QUEUE_FACE_DETECTION]: (data) => this.personService.handleQueueDetectFaces(data),
[JobName.FACE_DETECTION]: (data) => this.personService.handleDetectFaces(data),
[JobName.QUEUE_FACIAL_RECOGNITION]: (data) => this.personService.handleQueueRecognizeFaces(data),
[JobName.FACIAL_RECOGNITION]: (data) => this.personService.handleRecognizeFaces(data),
[JobName.GENERATE_PERSON_THUMBNAIL]: (data) => this.personService.handleGeneratePersonThumbnail(data),
[JobName.PERSON_CLEANUP]: () => this.personService.handlePersonCleanup(),
[JobName.PERSON_DELETE]: (data) => this.personService.handlePersonDelete(data),
[JobName.QUEUE_SIDECAR]: (data) => this.metadataService.handleQueueSidecar(data),
[JobName.SIDECAR_DISCOVERY]: (data) => this.metadataService.handleSidecarDiscovery(data),
[JobName.SIDECAR_SYNC]: () => this.metadataService.handleSidecarSync(),