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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* remove outdated comment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
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57 changed files with 1081 additions and 631 deletions
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4
server/src/domain/system-config/system-config.service.spec.ts
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@ -30,7 +30,7 @@ const updatedConfig = Object.freeze<SystemConfig>({
[QueueName.BACKGROUND_TASK]: { concurrency: 5 },
[QueueName.SMART_SEARCH]: { concurrency: 2 },
[QueueName.METADATA_EXTRACTION]: { concurrency: 5 },
[QueueName.RECOGNIZE_FACES]: { concurrency: 2 },
[QueueName.FACE_DETECTION]: { concurrency: 2 },
[QueueName.SEARCH]: { concurrency: 5 },
[QueueName.SIDECAR]: { concurrency: 5 },
[QueueName.LIBRARY]: { concurrency: 5 },
@ -73,7 +73,7 @@ const updatedConfig = Object.freeze<SystemConfig>({
modelName: 'buffalo_l',
minScore: 0.7,
maxDistance: 0.6,
minFaces: 1,
minFaces: 3,
},
},
map: {