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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api * update job concurrency panel to show disabled queues formatting * check jobId in queueAll fix tests * remove outdated comment * better facial recognition icon * wording wording formatting * fixed tests * fix * formatting & sql * try to fix sql check * more detailed description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>
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import { MigrationInterface, QueryRunner } from "typeorm"
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export class SetAssetFaceNullOnPersonDelete1704943345360 implements MigrationInterface {
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public async up(queryRunner: QueryRunner): Promise<void> {
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await queryRunner.query(`
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ALTER TABLE "asset_faces"
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DROP CONSTRAINT "FK_95ad7106dd7b484275443f580f9",
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ADD CONSTRAINT "FK_95ad7106dd7b484275443f580f9"
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FOREIGN KEY ("personId") REFERENCES "person"("id")
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ON DELETE SET NULL ON UPDATE CASCADE
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`);
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}
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public async down(queryRunner: QueryRunner): Promise<void> {
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await queryRunner.query(`
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ALTER TABLE "asset_faces"
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DROP CONSTRAINT "FK_95ad7106dd7b484275443f580f9",
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ADD CONSTRAINT "FK_95ad7106dd7b484275443f580f9"
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FOREIGN KEY ("personId") REFERENCES "person"("id")
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ON DELETE CASCADE ON UPDATE CASCADE
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`);
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}
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}
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