package query import ( "fmt" "time" "github.com/photoprism/photoprism/internal/entity" ) // MarkerByID returns a Marker based on the ID. func MarkerByID(id uint) (marker entity.Marker, err error) { if err := UnscopedDb().Where("id = ?", id). First(&marker).Error; err != nil { return marker, err } return marker, nil } // Markers finds a list of file markers filtered by type, embeddings, and sorted by id. func Markers(limit, offset int, markerType string, embeddings, subjects bool, matchedBefore time.Time) (result entity.Markers, err error) { db := Db() if markerType != "" { db = db.Where("marker_type = ?", markerType) } if embeddings { db = db.Where("embeddings_json <> ''") } if subjects { db = db.Where("subject_uid <> ''") } if !matchedBefore.IsZero() { db = db.Where("matched_at IS NULL OR matched_at < ?", matchedBefore) } db = db.Order("matched_at, id").Limit(limit).Offset(offset) err = db.Find(&result).Error return result, err } // Embeddings returns existing face embeddings. func Embeddings(single, unclustered bool, score int) (result entity.Embeddings, err error) { var col []string stmt := Db(). Model(&entity.Marker{}). Where("marker_type = ?", entity.MarkerFace). Where("marker_invalid = 0"). Where("embeddings_json <> ''"). Order("id") if score > 0 { stmt = stmt.Where("score >= ?", score) } if unclustered { stmt = stmt.Where("face_id = ''") } if err := stmt.Pluck("embeddings_json", &col).Error; err != nil { return result, err } for _, embeddingsJson := range col { if embeddings := entity.UnmarshalEmbeddings(embeddingsJson); len(embeddings) > 0 { if single { // Single embedding per face detected. result = append(result, embeddings[0]) } else { // Return all embedding otherwise. result = append(result, embeddings...) } } } return result, nil } // RemoveInvalidMarkerReferences deletes invalid reference IDs from the markers table. func RemoveInvalidMarkerReferences() (removed int64, err error) { // Remove subject and face relationships for invalid markers. if res := Db(). Model(&entity.Marker{}). Where("marker_invalid = 1 AND (subject_uid <> '' OR face_id <> '')"). UpdateColumns(entity.Values{"subject_uid": "", "face_id": ""}); res.Error != nil { return removed, res.Error } else { removed += res.RowsAffected } // Remove invalid face IDs. if res := Db(). Model(&entity.Marker{}). Where("marker_type = ?", entity.MarkerFace). Where(fmt.Sprintf("face_id <> '' AND face_id NOT IN (SELECT id FROM %s)", entity.Face{}.TableName())). UpdateColumns(entity.Values{"face_id": ""}); res.Error != nil { return removed, res.Error } else { removed += res.RowsAffected } // Remove invalid subject UIDs. if res := Db(). Model(&entity.Marker{}). Where(fmt.Sprintf("subject_uid <> '' AND subject_uid NOT IN (SELECT subject_uid FROM %s)", entity.Subject{}.TableName())). UpdateColumns(entity.Values{"subject_uid": ""}); res.Error != nil { return removed, res.Error } else { removed += res.RowsAffected } return removed, nil } // ResetFaceMarkerMatches removes automatically added subject and face references from the markers table. func ResetFaceMarkerMatches() (removed int64, err error) { res := Db().Model(&entity.Marker{}). Where("subject_src <> ? AND marker_type = ?", entity.SrcManual, entity.MarkerFace). UpdateColumns(entity.Values{"subject_uid": "", "subject_src": "", "face_id": "", "matched_at": nil}) return res.RowsAffected, res.Error } // CountUnmatchedFaceMarkers counts the number of unmatched face markers in the index. func CountUnmatchedFaceMarkers() (n int, matchedBefore time.Time) { var f entity.Face if err := Db().Where("face_src <> ?", entity.SrcDefault). Order("updated_at DESC").Limit(1).Take(&f).Error; err != nil || f.UpdatedAt.IsZero() { return 0, matchedBefore } matchedBefore = time.Now().UTC().Round(time.Second).Add(-2 * time.Hour) if f.UpdatedAt.Before(matchedBefore) { matchedBefore = f.UpdatedAt.Add(time.Second) } q := Db().Model(&entity.Markers{}). Where("marker_type = ?", entity.MarkerFace). Where("face_id = '' AND subject_src = '' AND marker_invalid = 0 AND embeddings_json <> ''"). Where("matched_at IS NULL OR matched_at < ?", matchedBefore) if err := q.Count(&n).Error; err != nil { log.Errorf("faces: %s (count unmatched markers)", err) } return n, matchedBefore } // CountMarkers counts the number of face markers in the index. func CountMarkers(markerType string) (n int) { q := Db().Model(&entity.Markers{}) if markerType != "" { q = q.Where("marker_type = ?", markerType) } if err := q.Count(&n).Error; err != nil { log.Errorf("faces: %s (count markers)", err) } return n }