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feat(server): near-duplicate detection (#8228)
* duplicate detection job, entity, config * queueing * job panel, update api * use embedding in db instead of fetching * disable concurrency * only queue visible assets * handle multiple duplicateIds * update concurrent queue check * add provider * add web placeholder, server endpoint, migration, various fixes * update sql * select embedding by default * rename variable * simplify * remove separate entity, handle re-running with different threshold, set default back to 0.02 * fix tests * add tests * add index to entity * formatting * update asset mock * fix `upsertJobStatus` signature * update sql * formatting * default to 0.03 * optimize clustering * use asset's `duplicateId` if present * update sql * update tests * expose admin setting * refactor * formatting * skip if ml is disabled * debug trash e2e * remove from web * remove from sidebar * test if ml is disabled * update sql * separate duplicate detection from clip in config, disable by default for now * fix doc * lower minimum `maxDistance` * update api * Add and Use Duplicate Detection Feature Flag (#9364) * Add Duplicate Detection Flag * Use Duplicate Detection Flag * Attempt Fixes for Failing Checks * lower minimum `maxDistance` * fix tests --------- Co-authored-by: mertalev <101130780+mertalev@users.noreply.github.com> * chore: fixes and additions after rebase * chore: update api (remove new Role enum) * fix: left join smart search so getAll works without machine learning * test: trash e2e go back to checking length of assets is zero * chore: regen api after rebase * test: fix tests after rebase * redundant join --------- Co-authored-by: Nicholas Flamy <30300649+NicholasFlamy@users.noreply.github.com> Co-authored-by: Zack Pollard <zackpollard@ymail.com> Co-authored-by: Zack Pollard <zack@futo.org>
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@ -14,6 +14,7 @@ class AllJobStatusResponseDto {
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/// Returns a new [AllJobStatusResponseDto] instance.
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AllJobStatusResponseDto({
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required this.backgroundTask,
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required this.duplicateDetection,
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required this.faceDetection,
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required this.facialRecognition,
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required this.library_,
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@ -30,6 +31,8 @@ class AllJobStatusResponseDto {
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JobStatusDto backgroundTask;
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JobStatusDto duplicateDetection;
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JobStatusDto faceDetection;
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JobStatusDto facialRecognition;
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@ -57,6 +60,7 @@ class AllJobStatusResponseDto {
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@override
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bool operator ==(Object other) => identical(this, other) || other is AllJobStatusResponseDto &&
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other.backgroundTask == backgroundTask &&
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other.duplicateDetection == duplicateDetection &&
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other.faceDetection == faceDetection &&
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other.facialRecognition == facialRecognition &&
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other.library_ == library_ &&
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@ -74,6 +78,7 @@ class AllJobStatusResponseDto {
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int get hashCode =>
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// ignore: unnecessary_parenthesis
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(backgroundTask.hashCode) +
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(duplicateDetection.hashCode) +
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(faceDetection.hashCode) +
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(facialRecognition.hashCode) +
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(library_.hashCode) +
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@ -88,11 +93,12 @@ class AllJobStatusResponseDto {
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(videoConversion.hashCode);
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@override
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String toString() => 'AllJobStatusResponseDto[backgroundTask=$backgroundTask, faceDetection=$faceDetection, facialRecognition=$facialRecognition, library_=$library_, metadataExtraction=$metadataExtraction, migration=$migration, notifications=$notifications, search=$search, sidecar=$sidecar, smartSearch=$smartSearch, storageTemplateMigration=$storageTemplateMigration, thumbnailGeneration=$thumbnailGeneration, videoConversion=$videoConversion]';
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String toString() => 'AllJobStatusResponseDto[backgroundTask=$backgroundTask, duplicateDetection=$duplicateDetection, faceDetection=$faceDetection, facialRecognition=$facialRecognition, library_=$library_, metadataExtraction=$metadataExtraction, migration=$migration, notifications=$notifications, search=$search, sidecar=$sidecar, smartSearch=$smartSearch, storageTemplateMigration=$storageTemplateMigration, thumbnailGeneration=$thumbnailGeneration, videoConversion=$videoConversion]';
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Map<String, dynamic> toJson() {
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final json = <String, dynamic>{};
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json[r'backgroundTask'] = this.backgroundTask;
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json[r'duplicateDetection'] = this.duplicateDetection;
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json[r'faceDetection'] = this.faceDetection;
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json[r'facialRecognition'] = this.facialRecognition;
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json[r'library'] = this.library_;
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@ -117,6 +123,7 @@ class AllJobStatusResponseDto {
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return AllJobStatusResponseDto(
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backgroundTask: JobStatusDto.fromJson(json[r'backgroundTask'])!,
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duplicateDetection: JobStatusDto.fromJson(json[r'duplicateDetection'])!,
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faceDetection: JobStatusDto.fromJson(json[r'faceDetection'])!,
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facialRecognition: JobStatusDto.fromJson(json[r'facialRecognition'])!,
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library_: JobStatusDto.fromJson(json[r'library'])!,
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@ -177,6 +184,7 @@ class AllJobStatusResponseDto {
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/// The list of required keys that must be present in a JSON.
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static const requiredKeys = <String>{
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'backgroundTask',
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'duplicateDetection',
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'faceDetection',
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'facialRecognition',
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'library',
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