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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* remove outdated comment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
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6
server/src/infra/entities/system-config.entity.ts
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@@ -1,4 +1,4 @@
import { QueueName } from '@app/domain';
import { ConcurrentQueueName } from '@app/domain';
import { Column, Entity, PrimaryColumn } from 'typeorm';
@Entity('system_config')
@@ -35,7 +35,7 @@ export enum SystemConfigKey {
JOB_THUMBNAIL_GENERATION_CONCURRENCY = 'job.thumbnailGeneration.concurrency',
JOB_METADATA_EXTRACTION_CONCURRENCY = 'job.metadataExtraction.concurrency',
JOB_VIDEO_CONVERSION_CONCURRENCY = 'job.videoConversion.concurrency',
JOB_RECOGNIZE_FACES_CONCURRENCY = 'job.recognizeFaces.concurrency',
JOB_FACE_DETECTION_CONCURRENCY = 'job.faceDetection.concurrency',
JOB_CLIP_ENCODING_CONCURRENCY = 'job.smartSearch.concurrency',
JOB_BACKGROUND_TASK_CONCURRENCY = 'job.backgroundTask.concurrency',
JOB_STORAGE_TEMPLATE_MIGRATION_CONCURRENCY = 'job.storageTemplateMigration.concurrency',
@@ -176,7 +176,7 @@ export interface SystemConfig {
accel: TranscodeHWAccel;
tonemap: ToneMapping;
};
job: Record<Exclude<QueueName, QueueName.STORAGE_TEMPLATE_MIGRATION>, { concurrency: number }>;
job: Record<ConcurrentQueueName, { concurrency: number }>;
logging: {
enabled: boolean;
level: LogLevel;