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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* remove outdated comment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
Download Patch File Download Diff File Expand all files Collapse all files
server/src/domain/repositories/job.repository.ts
+7 -4
View File
@@ -3,6 +3,7 @@ import { JobName, QueueName } from '../job/job.constants';
import {
IAssetDeletionJob,
IBaseJob,
IDeferrableJob,
IDeleteFilesJob,
IEntityJob,
ILibraryFileJob,
@@ -63,11 +64,12 @@ export type JobItem =
| { name: JobName.SIDECAR_SYNC; data: IEntityJob }
| { name: JobName.SIDECAR_WRITE; data: ISidecarWriteJob }
// Recognize Faces
| { name: JobName.QUEUE_RECOGNIZE_FACES; data: IBaseJob }
| { name: JobName.RECOGNIZE_FACES; data: IEntityJob }
// Facial Recognition
| { name: JobName.QUEUE_FACE_DETECTION; data: IBaseJob }
| { name: JobName.FACE_DETECTION; data: IEntityJob }
| { name: JobName.QUEUE_FACIAL_RECOGNITION; data: IBaseJob }
| { name: JobName.FACIAL_RECOGNITION; data: IDeferrableJob }
| { name: JobName.GENERATE_PERSON_THUMBNAIL; data: IEntityJob }
| { name: JobName.PERSON_DELETE; data: IEntityJob }
// Clip Embedding
| { name: JobName.QUEUE_ENCODE_CLIP; data: IBaseJob }
@@ -111,4 +113,5 @@ export interface IJobRepository {
clear(name: QueueName, type: QueueCleanType): Promise<string[]>;
getQueueStatus(name: QueueName): Promise<QueueStatus>;
getJobCounts(name: QueueName): Promise<JobCounts>;
waitForQueueCompletion(...queues: QueueName[]): Promise<void>;
}