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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api * update job concurrency panel to show disabled queues formatting * check jobId in queueAll fix tests * remove outdated comment * better facial recognition icon * wording wording formatting * fixed tests * fix * formatting & sql * try to fix sql check * more detailed description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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57 changed files with 1081 additions and 631 deletions
mobile/openapi/lib/model
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mobile/openapi/lib/model/recognition_config.dart
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mobile/openapi/lib/model/recognition_config.dart
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@ -23,11 +23,11 @@ class RecognitionConfig {
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bool enabled;
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int maxDistance;
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double maxDistance;
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int minFaces;
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int minScore;
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double minScore;
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String modelName;
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@ -85,9 +85,9 @@ class RecognitionConfig {
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return RecognitionConfig(
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enabled: mapValueOfType<bool>(json, r'enabled')!,
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maxDistance: mapValueOfType<int>(json, r'maxDistance')!,
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maxDistance: mapValueOfType<double>(json, r'maxDistance')!,
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minFaces: mapValueOfType<int>(json, r'minFaces')!,
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minScore: mapValueOfType<int>(json, r'minScore')!,
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minScore: mapValueOfType<double>(json, r'minScore')!,
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modelName: mapValueOfType<String>(json, r'modelName')!,
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modelType: ModelType.fromJson(json[r'modelType']),
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);
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