package search import ( "fmt" "strings" "time" "github.com/dustin/go-humanize/english" "github.com/jinzhu/gorm" "github.com/photoprism/photoprism/internal/entity" "github.com/photoprism/photoprism/internal/form" "github.com/photoprism/photoprism/pkg/rnd" "github.com/photoprism/photoprism/pkg/txt" ) // Photos searches for photos based on a Form and returns PhotoResults ([]Photo). func Photos(f form.PhotoSearch) (results PhotoResults, count int, err error) { start := time.Now() if err := f.ParseQueryString(); err != nil { return PhotoResults{}, 0, err } s := UnscopedDb() // s = s.LogMode(true) // Base query. s = s.Table("photos"). Select(`photos.*, photos.id AS composite_id, files.id AS file_id, files.file_uid, files.instance_id, files.file_primary, files.file_sidecar, files.file_portrait,files.file_video, files.file_missing, files.file_name, files.file_root, files.file_hash, files.file_codec, files.file_type, files.file_mime, files.file_width, files.file_height, files.file_aspect_ratio, files.file_orientation, files.file_main_color, files.file_colors, files.file_luminance, files.file_chroma, files.file_projection, files.file_diff, files.file_duration, files.file_size, cameras.camera_make, cameras.camera_model, lenses.lens_make, lenses.lens_model, places.place_label, places.place_city, places.place_state, places.place_country`). Joins("JOIN files ON photos.id = files.photo_id AND files.file_missing = 0 AND files.deleted_at IS NULL"). Joins("LEFT JOIN cameras ON photos.camera_id = cameras.id"). Joins("LEFT JOIN lenses ON photos.lens_id = lenses.id"). Joins("LEFT JOIN places ON photos.place_id = places.id") // Limit result count. if f.Count > 0 && f.Count <= MaxResults { s = s.Limit(f.Count).Offset(f.Offset) } else { s = s.Limit(MaxResults).Offset(f.Offset) } // Set sort order. switch f.Order { case entity.SortOrderEdited: s = s.Where("edited_at IS NOT NULL").Order("edited_at DESC, photos.photo_uid, files.file_primary DESC") case entity.SortOrderRelevance: if f.Label != "" { s = s.Order("photo_quality DESC, photos_labels.uncertainty ASC, taken_at DESC, files.file_primary DESC") } else { s = s.Order("photo_quality DESC, taken_at DESC, files.file_primary DESC") } case entity.SortOrderNewest: s = s.Order("taken_at DESC, photos.photo_uid, files.file_primary DESC") case entity.SortOrderOldest: s = s.Order("taken_at, photos.photo_uid, files.file_primary DESC") case entity.SortOrderAdded: s = s.Order("photos.id DESC, files.file_primary DESC") case entity.SortOrderSimilar: s = s.Where("files.file_diff > 0") s = s.Order("photos.photo_color, photos.cell_id, files.file_diff, taken_at DESC, files.file_primary DESC") case entity.SortOrderName: s = s.Order("photos.photo_path, photos.photo_name, files.file_primary DESC") default: s = s.Order("taken_at DESC, photos.photo_uid, files.file_primary DESC") } if !f.Hidden { s = s.Where("files.file_type = 'jpg' OR files.file_video = 1") if f.Error { s = s.Where("files.file_error <> ''") } else { s = s.Where("files.file_error = ''") } } // Return primary files only. if f.Primary { s = s.Where("files.file_primary = 1") } // Shortcut for known photo ids. if f.ID != "" { s = s.Where("photos.photo_uid IN (?)", strings.Split(f.ID, txt.Or)) s = s.Order("files.file_primary DESC") if result := s.Scan(&results); result.Error != nil { return results, 0, result.Error } log.Infof("photos: found %s for %s [%s]", english.Plural(len(results), "result", "results"), f.SerializeAll(), time.Since(start)) if f.Merged { return results.Merged() } return results, len(results), nil } // Filter by label, label category and keywords. var categories []entity.Category var labels []entity.Label var labelIds []uint if f.Label != "" { if err := Db().Where(AnySlug("label_slug", f.Label, txt.Or)).Or(AnySlug("custom_slug", f.Label, txt.Or)).Find(&labels).Error; len(labels) == 0 || err != nil { log.Debugf("search: label %s not found", txt.QuoteLower(f.Label)) return PhotoResults{}, 0, nil } else { for _, l := range labels { labelIds = append(labelIds, l.ID) Db().Where("category_id = ?", l.ID).Find(&categories) log.Infof("search: label %s includes %d categories", txt.QuoteLower(l.LabelName), len(categories)) for _, category := range categories { labelIds = append(labelIds, category.LabelID) } } s = s.Joins("JOIN photos_labels ON photos_labels.photo_id = photos.id AND photos_labels.uncertainty < 100 AND photos_labels.label_id IN (?)", labelIds). Group("photos.id, files.id") } } // Clip to reasonable size and normalize operators. f.Query = txt.NormalizeQuery(f.Query) // Set search filters based on search terms. if terms := txt.SearchTerms(f.Query); f.Query != "" && len(terms) == 0 { if f.Title == "" { f.Title = fmt.Sprintf("%s*", strings.Trim(f.Query, "%*")) f.Query = "" } } else if len(terms) > 0 { switch { case terms["faces"]: f.Query = strings.ReplaceAll(f.Query, "faces", "") f.Faces = "true" case terms["people"]: f.Query = strings.ReplaceAll(f.Query, "people", "") f.Faces = "true" case terms["videos"]: f.Query = strings.ReplaceAll(f.Query, "videos", "") f.Video = true case terms["favorites"]: f.Query = strings.ReplaceAll(f.Query, "favorites", "") f.Favorite = true case terms["stacks"]: f.Query = strings.ReplaceAll(f.Query, "stacks", "") f.Stack = true case terms["panoramas"]: f.Query = strings.ReplaceAll(f.Query, "panoramas", "") f.Panorama = true case terms["scans"]: f.Query = strings.ReplaceAll(f.Query, "scans", "") f.Scan = true case terms["monochrome"]: f.Query = strings.ReplaceAll(f.Query, "monochrome", "") f.Mono = true } } // Filter by location? if f.Geo == true { s = s.Where("photos.cell_id <> 'zz'") for _, where := range LikeAnyKeyword("k.keyword", f.Query) { s = s.Where("photos.id IN (SELECT pk.photo_id FROM keywords k JOIN photos_keywords pk ON k.id = pk.keyword_id WHERE (?))", gorm.Expr(where)) } } else if f.Query != "" { if err := Db().Where(AnySlug("custom_slug", f.Query, " ")).Find(&labels).Error; len(labels) == 0 || err != nil { log.Debugf("search: label %s not found, using fuzzy search", txt.QuoteLower(f.Query)) for _, where := range LikeAnyKeyword("k.keyword", f.Query) { s = s.Where("photos.id IN (SELECT pk.photo_id FROM keywords k JOIN photos_keywords pk ON k.id = pk.keyword_id WHERE (?))", gorm.Expr(where)) } } else { for _, l := range labels { labelIds = append(labelIds, l.ID) Db().Where("category_id = ?", l.ID).Find(&categories) log.Debugf("search: label %s includes %d categories", txt.QuoteLower(l.LabelName), len(categories)) for _, category := range categories { labelIds = append(labelIds, category.LabelID) } } if wheres := LikeAnyKeyword("k.keyword", f.Query); len(wheres) > 0 { for _, where := range wheres { s = s.Where("photos.id IN (SELECT pk.photo_id FROM keywords k JOIN photos_keywords pk ON k.id = pk.keyword_id WHERE (?)) OR "+ "photos.id IN (SELECT pl.photo_id FROM photos_labels pl WHERE pl.uncertainty < 100 AND pl.label_id IN (?))", gorm.Expr(where), labelIds) } } else { s = s.Where("photos.id IN (SELECT pl.photo_id FROM photos_labels pl WHERE pl.uncertainty < 100 AND pl.label_id IN (?))", labelIds) } } } // Search for one or more keywords? if f.Keywords != "" { for _, where := range LikeAnyKeyword("k.keyword", f.Keywords) { s = s.Where("photos.id IN (SELECT pk.photo_id FROM keywords k JOIN photos_keywords pk ON k.id = pk.keyword_id WHERE (?))", gorm.Expr(where)) } } // Filter for specific face clusters? Example: PLJ7A3G4MBGZJRMVDIUCBLC46IAP4N7O if len(f.Face) >= 32 { for _, f := range strings.Split(strings.ToUpper(f.Face), txt.And) { s = s.Where(fmt.Sprintf("photos.id IN (SELECT photo_id FROM files f JOIN %s m ON f.file_uid = m.file_uid AND m.marker_invalid = 0 WHERE face_id IN (?))", entity.Marker{}.TableName()), strings.Split(f, txt.Or)) } } else if txt.New(f.Face) { s = s.Where(fmt.Sprintf("photos.id IN (SELECT photo_id FROM files f JOIN %s m ON f.file_uid = m.file_uid AND m.marker_invalid = 0 AND m.marker_type = ? WHERE subj_uid IS NULL OR subj_uid = '')", entity.Marker{}.TableName()), entity.MarkerFace) } else if txt.No(f.Face) { s = s.Where(fmt.Sprintf("photos.id IN (SELECT photo_id FROM files f JOIN %s m ON f.file_uid = m.file_uid AND m.marker_invalid = 0 AND m.marker_type = ? WHERE face_id IS NULL OR face_id = '')", entity.Marker{}.TableName()), entity.MarkerFace) } else if txt.Yes(f.Face) { s = s.Where(fmt.Sprintf("photos.id IN (SELECT photo_id FROM files f JOIN %s m ON f.file_uid = m.file_uid AND m.marker_invalid = 0 AND m.marker_type = ? WHERE face_id IS NOT NULL AND face_id <> '')", entity.Marker{}.TableName()), entity.MarkerFace) } // Filter for one or more subjects? if f.Subject != "" { for _, subj := range strings.Split(strings.ToLower(f.Subject), txt.And) { if subjects := strings.Split(subj, txt.Or); rnd.ContainsUIDs(subjects, 'j') { s = s.Where(fmt.Sprintf("photos.id IN (SELECT photo_id FROM files f JOIN %s m ON f.file_uid = m.file_uid AND m.marker_invalid = 0 WHERE subj_uid IN (?))", entity.Marker{}.TableName()), subjects) } else { s = s.Where(fmt.Sprintf("photos.id IN (SELECT photo_id FROM files f JOIN %s m ON f.file_uid = m.file_uid AND m.marker_invalid = 0 JOIN %s s ON s.subj_uid = m.subj_uid WHERE (?))", entity.Marker{}.TableName(), entity.Subject{}.TableName()), gorm.Expr(AnySlug("s.subj_slug", subj, txt.Or))) } } } else if f.Subjects != "" { for _, where := range LikeAllNames(Cols{"subj_name", "subj_alias"}, f.Subjects) { s = s.Where(fmt.Sprintf("photos.id IN (SELECT photo_id FROM files f JOIN %s m ON f.file_uid = m.file_uid AND m.marker_invalid = 0 JOIN %s s ON s.subj_uid = m.subj_uid WHERE (?))", entity.Marker{}.TableName(), entity.Subject{}.TableName()), gorm.Expr(where)) } } // Filter by status? if f.Hidden { s = s.Where("photos.photo_quality = -1") s = s.Where("photos.deleted_at IS NULL") } else if f.Archived { s = s.Where("photos.photo_quality > -1") s = s.Where("photos.deleted_at IS NOT NULL") } else { s = s.Where("photos.deleted_at IS NULL") if f.Private { s = s.Where("photos.photo_private = 1") } else if f.Public { s = s.Where("photos.photo_private = 0") } if f.Review { s = s.Where("photos.photo_quality < 3") } else if f.Quality != 0 && f.Private == false { s = s.Where("photos.photo_quality >= ?", f.Quality) } } // Filter by camera? if f.Camera > 0 { s = s.Where("photos.camera_id = ?", f.Camera) } // Filter by camera lens? if f.Lens > 0 { s = s.Where("photos.lens_id = ?", f.Lens) } // Filter by year? if f.Year != "" { s = s.Where(AnyInt("photos.photo_year", f.Year, txt.Or, entity.UnknownYear, txt.YearMax)) } // Filter by month? if f.Month != "" { s = s.Where(AnyInt("photos.photo_month", f.Month, txt.Or, entity.UnknownMonth, txt.MonthMax)) } // Filter by day? if f.Day != "" { s = s.Where(AnyInt("photos.photo_day", f.Day, txt.Or, entity.UnknownDay, txt.DayMax)) } // Find or exclude people if detected. if txt.IsUInt(f.Faces) { s = s.Where("photos.photo_faces >= ?", txt.Int(f.Faces)) } else if txt.Yes(f.Faces) { s = s.Where("photos.photo_faces > 0") } else if txt.No(f.Faces) { s = s.Where("photos.photo_faces = 0") } if f.Color != "" { s = s.Where("files.file_main_color IN (?)", strings.Split(strings.ToLower(f.Color), txt.Or)) } if f.Favorite { s = s.Where("photos.photo_favorite = 1") } if f.Scan { s = s.Where("photos.photo_scan = 1") } if f.Panorama { s = s.Where("photos.photo_panorama = 1") } if f.Stackable { s = s.Where("photos.photo_stack > -1") } else if f.Unstacked { s = s.Where("photos.photo_stack = -1") } if f.Country != "" { s = s.Where("photos.photo_country IN (?)", strings.Split(strings.ToLower(f.Country), txt.Or)) } if f.State != "" { s = s.Where("places.place_state IN (?)", strings.Split(f.State, txt.Or)) } if f.Category != "" { s = s.Joins("JOIN cells ON photos.cell_id = cells.id"). Where("cells.cell_category IN (?)", strings.Split(strings.ToLower(f.Category), txt.Or)) } // Filter by media type. if f.Type != "" { s = s.Where("photos.photo_type IN (?)", strings.Split(strings.ToLower(f.Type), txt.Or)) } if f.Video { s = s.Where("photos.photo_type = 'video'") } else if f.Photo { s = s.Where("photos.photo_type IN ('image','raw','live')") } if f.Path != "" { p := f.Path if strings.HasPrefix(p, "/") { p = p[1:] } if strings.HasSuffix(p, "/") { s = s.Where("photos.photo_path = ?", p[:len(p)-1]) } else { where, values := OrLike("photos.photo_path", p) s = s.Where(where, values...) } } // Filter by main file name. if f.Name != "" { where, values := OrLike("photos.photo_name", f.Name) s = s.Where(where, values...) } // Filter by actual file name. if f.Filename != "" { where, values := OrLike("files.file_name", f.Filename) s = s.Where(where, values...) } // Filter by original file name. if f.Original != "" { where, values := OrLike("photos.original_name", f.Original) s = s.Where(where, values...) } // Filter by photo title. if f.Title != "" { where, values := OrLike("photos.photo_title", f.Title) s = s.Where(where, values...) } // Filter by file hash. if f.Hash != "" { s = s.Where("files.file_hash IN (?)", strings.Split(strings.ToLower(f.Hash), txt.Or)) } if f.Portrait { s = s.Where("files.file_portrait = 1") } if f.Mono { s = s.Where("files.file_chroma = 0 OR file_colors = '111111111'") } else if f.Chroma > 9 { s = s.Where("files.file_chroma > ?", f.Chroma) } else if f.Chroma > 0 { s = s.Where("files.file_chroma > 0 AND files.file_chroma <= ?", f.Chroma) } if f.Diff != 0 { s = s.Where("files.file_diff = ?", f.Diff) } if f.Fmin > 0 { s = s.Where("photos.photo_f_number >= ?", f.Fmin) } if f.Fmax > 0 { s = s.Where("photos.photo_f_number <= ?", f.Fmax) } if f.Dist == 0 { f.Dist = 20 } else if f.Dist > 5000 { f.Dist = 5000 } // Filter by approx distance to coordinates: if f.Lat != 0 { latMin := f.Lat - Radius*float32(f.Dist) latMax := f.Lat + Radius*float32(f.Dist) s = s.Where("photos.photo_lat BETWEEN ? AND ?", latMin, latMax) } if f.Lng != 0 { lngMin := f.Lng - Radius*float32(f.Dist) lngMax := f.Lng + Radius*float32(f.Dist) s = s.Where("photos.photo_lng BETWEEN ? AND ?", lngMin, lngMax) } if !f.Before.IsZero() { s = s.Where("photos.taken_at <= ?", f.Before.Format("2006-01-02")) } if !f.After.IsZero() { s = s.Where("photos.taken_at >= ?", f.After.Format("2006-01-02")) } // Find stacks only? if f.Stack { s = s.Where("photos.id IN (SELECT a.photo_id FROM files a JOIN files b ON a.id != b.id AND a.photo_id = b.photo_id AND a.file_type = b.file_type WHERE a.file_type='jpg')") } // Filter by album? if rnd.IsPPID(f.Album, 'a') { if f.Filter != "" { s = s.Where("photos.photo_uid NOT IN (SELECT photo_uid FROM photos_albums pa WHERE pa.hidden = 1 AND pa.album_uid = ?)", f.Album) } else { s = s.Joins("JOIN photos_albums ON photos_albums.photo_uid = photos.photo_uid"). Where("photos_albums.hidden = 0 AND photos_albums.album_uid = ?", f.Album) } } else if f.Unsorted && f.Filter == "" { s = s.Where("photos.photo_uid NOT IN (SELECT photo_uid FROM photos_albums pa WHERE pa.hidden = 0)") } else if f.Albums != "" || f.Album != "" { if f.Albums == "" { f.Albums = f.Album } for _, where := range LikeAnyWord("a.album_title", f.Albums) { s = s.Where("photos.photo_uid IN (SELECT pa.photo_uid FROM photos_albums pa JOIN albums a ON a.album_uid = pa.album_uid WHERE (?))", gorm.Expr(where)) } } if err := s.Scan(&results).Error; err != nil { return results, 0, err } log.Infof("photos: found %s for %s [%s]", english.Plural(len(results), "result", "results"), f.SerializeAll(), time.Since(start)) if f.Merged { return results.Merged() } return results, len(results), nil }