mirror of
https://github.com/Dvorinka/SpotifyRecAlg.git
synced 2026-06-04 20:43:04 +00:00
first commit
This commit is contained in:
Tomas Dvorak
@@ -0,0 +1,200 @@
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package memory
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import (
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"context"
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"slices"
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"sync"
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"time"
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"github.com/tdvorak/spotifyrecalg/apps/backend/internal/provider"
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"github.com/tdvorak/spotifyrecalg/apps/backend/internal/recommendation"
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)
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type Store struct {
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mu sync.RWMutex
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tracks map[string]recommendation.Track
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interactions []recommendation.Interaction
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controls map[string]recommendation.UserControls
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providerCache map[string]provider.CacheEntry
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importJobs map[string]provider.ImportJob
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enrichments map[string]provider.TrackEnrichment
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}
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func New() *Store {
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return &Store{
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tracks: make(map[string]recommendation.Track),
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controls: make(map[string]recommendation.UserControls),
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providerCache: make(map[string]provider.CacheEntry),
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importJobs: make(map[string]provider.ImportJob),
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enrichments: make(map[string]provider.TrackEnrichment),
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}
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}
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func (s *Store) Ping(context.Context) error {
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return nil
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}
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func (s *Store) UpsertTrack(_ context.Context, track recommendation.Track) error {
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s.mu.Lock()
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defer s.mu.Unlock()
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now := time.Now().UTC()
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existing := s.tracks[track.ID]
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if track.CreatedAt.IsZero() {
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track.CreatedAt = existing.CreatedAt
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}
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if track.CreatedAt.IsZero() {
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track.CreatedAt = now
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}
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track.UpdatedAt = now
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s.tracks[track.ID] = track
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return nil
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}
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func (s *Store) UpsertTracks(ctx context.Context, tracks []recommendation.Track) error {
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for _, track := range tracks {
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if err := s.UpsertTrack(ctx, track); err != nil {
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return err
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}
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}
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return nil
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}
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func (s *Store) GetTracksByIDs(_ context.Context, ids []string) ([]recommendation.Track, error) {
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s.mu.RLock()
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defer s.mu.RUnlock()
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out := make([]recommendation.Track, 0, len(ids))
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for _, id := range ids {
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if track, ok := s.tracks[id]; ok {
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out = append(out, track)
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}
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}
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return out, nil
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}
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func (s *Store) RecordInteraction(_ context.Context, interaction recommendation.Interaction) error {
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s.mu.Lock()
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defer s.mu.Unlock()
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if interaction.OccurredAt.IsZero() {
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interaction.OccurredAt = time.Now().UTC()
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}
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s.interactions = append(s.interactions, interaction)
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return nil
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}
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func (s *Store) GetControls(_ context.Context, userID string) (recommendation.UserControls, error) {
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s.mu.RLock()
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defer s.mu.RUnlock()
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controls, ok := s.controls[userID]
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if !ok {
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return recommendation.UserControls{UserID: userID, AllowExplicit: true}, nil
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}
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return controls, nil
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}
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func (s *Store) UpsertControls(_ context.Context, controls recommendation.UserControls) error {
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s.mu.Lock()
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defer s.mu.Unlock()
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s.controls[controls.UserID] = controls
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return nil
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}
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func (s *Store) Snapshot(_ context.Context, userID string) (recommendation.CatalogSnapshot, error) {
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s.mu.RLock()
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defer s.mu.RUnlock()
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tracks := make([]recommendation.Track, 0, len(s.tracks))
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for _, track := range s.tracks {
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tracks = append(tracks, track)
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}
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slices.SortFunc(tracks, func(a, b recommendation.Track) int {
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if a.ID < b.ID {
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return -1
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}
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if a.ID > b.ID {
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return 1
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}
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return 0
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})
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interactions := slices.Clone(s.interactions)
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controls, ok := s.controls[userID]
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if !ok {
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controls = recommendation.UserControls{UserID: userID, AllowExplicit: true}
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}
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return recommendation.CatalogSnapshot{
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Tracks: tracks,
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Interactions: interactions,
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Controls: controls,
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}, nil
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}
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func (s *Store) GetProviderCache(_ context.Context, providerName, itemType, itemID, market string) (provider.CacheEntry, bool, error) {
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s.mu.RLock()
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defer s.mu.RUnlock()
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entry, ok := s.providerCache[providerCacheKey(providerName, itemType, itemID, market)]
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if !ok {
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return provider.CacheEntry{}, false, nil
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}
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return cloneCacheEntry(entry), true, nil
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}
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func (s *Store) UpsertProviderCache(_ context.Context, entry provider.CacheEntry) error {
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s.mu.Lock()
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defer s.mu.Unlock()
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s.providerCache[providerCacheKey(entry.Provider, entry.ItemType, entry.ItemID, entry.Market)] = cloneCacheEntry(entry)
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return nil
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}
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func (s *Store) ProviderCacheStats(context.Context) (provider.CacheStats, error) {
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s.mu.RLock()
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defer s.mu.RUnlock()
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now := time.Now().UTC()
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stats := provider.CacheStats{Entries: int64(len(s.providerCache))}
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for _, entry := range s.providerCache {
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if entry.Fresh(now) {
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stats.FreshEntries++
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} else {
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stats.StaleEntries++
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}
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}
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return stats, nil
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}
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func (s *Store) CreateImportJob(_ context.Context, job provider.ImportJob) error {
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s.mu.Lock()
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defer s.mu.Unlock()
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s.importJobs[job.ID] = job
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return nil
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}
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func (s *Store) FinishImportJob(_ context.Context, job provider.ImportJob) error {
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s.mu.Lock()
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defer s.mu.Unlock()
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s.importJobs[job.ID] = job
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return nil
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}
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func (s *Store) UpsertTrackEnrichment(_ context.Context, enrichment provider.TrackEnrichment) error {
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s.mu.Lock()
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defer s.mu.Unlock()
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s.enrichments[enrichment.TrackID+":"+enrichment.Provider] = cloneEnrichment(enrichment)
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return nil
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}
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func providerCacheKey(providerName, itemType, itemID, market string) string {
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return providerName + "\x00" + itemType + "\x00" + itemID + "\x00" + market
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}
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func cloneCacheEntry(entry provider.CacheEntry) provider.CacheEntry {
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if len(entry.Payload) > 0 {
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entry.Payload = slices.Clone(entry.Payload)
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}
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return entry
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}
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func cloneEnrichment(enrichment provider.TrackEnrichment) provider.TrackEnrichment {
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if len(enrichment.Payload) > 0 {
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enrichment.Payload = slices.Clone(enrichment.Payload)
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}
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return enrichment
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}
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@@ -0,0 +1,33 @@
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package memory
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import (
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"context"
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"time"
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"github.com/tdvorak/spotifyrecalg/apps/backend/internal/recommendation"
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)
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func SeedDemo(store *Store) {
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ctx := context.Background()
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now := time.Now().UTC()
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tracks := []recommendation.Track{
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{ID: "trk-neon-dawn", Title: "Neon Dawn", Artist: "The Arrays", Genres: []string{"synthpop", "indie"}, Popularity: 0.72, Features: recommendation.AudioFeatures{Danceability: 0.74, Energy: 0.70, Loudness: -6, Speechiness: 0.05, Acousticness: 0.12, Instrumentalness: 0.15, Liveness: 0.12, Valence: 0.67, Tempo: 118, TimeSignature: 4, Key: 2, Mode: 1}, DiscoveryAllowed: true},
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{ID: "trk-static-heart", Title: "Static Heart", Artist: "The Arrays", Genres: []string{"synthpop"}, Popularity: 0.62, Features: recommendation.AudioFeatures{Danceability: 0.68, Energy: 0.66, Loudness: -8, Speechiness: 0.04, Acousticness: 0.18, Instrumentalness: 0.20, Liveness: 0.10, Valence: 0.58, Tempo: 116, TimeSignature: 4, Key: 4, Mode: 1}, DiscoveryAllowed: true},
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{ID: "trk-glass-road", Title: "Glass Road", Artist: "North Index", Genres: []string{"indie", "rock"}, Popularity: 0.51, Features: recommendation.AudioFeatures{Danceability: 0.55, Energy: 0.78, Loudness: -5, Speechiness: 0.06, Acousticness: 0.20, Instrumentalness: 0.08, Liveness: 0.18, Valence: 0.54, Tempo: 132, TimeSignature: 4, Key: 9, Mode: 1}, DiscoveryAllowed: true},
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{ID: "trk-late-platform", Title: "Late Platform", Artist: "North Index", Genres: []string{"indie", "ambient"}, Popularity: 0.37, Features: recommendation.AudioFeatures{Danceability: 0.44, Energy: 0.38, Loudness: -13, Speechiness: 0.03, Acousticness: 0.66, Instrumentalness: 0.70, Liveness: 0.09, Valence: 0.35, Tempo: 92, TimeSignature: 4, Key: 11, Mode: 0}, DiscoveryAllowed: true},
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{ID: "trk-velvet-motor", Title: "Velvet Motor", Artist: "Signal Choir", Genres: []string{"pop-punk", "rock"}, Popularity: 0.49, Features: recommendation.AudioFeatures{Danceability: 0.60, Energy: 0.88, Loudness: -4, Speechiness: 0.07, Acousticness: 0.09, Instrumentalness: 0.02, Liveness: 0.21, Valence: 0.62, Tempo: 148, TimeSignature: 4, Key: 5, Mode: 1}, DiscoveryAllowed: true, CommercialBoost: 0.02},
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{ID: "trk-blue-hour", Title: "Blue Hour", Artist: "Mira Vale", Genres: []string{"acoustic", "folk"}, Popularity: 0.43, Features: recommendation.AudioFeatures{Danceability: 0.38, Energy: 0.31, Loudness: -14, Speechiness: 0.04, Acousticness: 0.86, Instrumentalness: 0.12, Liveness: 0.11, Valence: 0.42, Tempo: 82, TimeSignature: 4, Key: 7, Mode: 0}, DiscoveryAllowed: true},
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}
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_ = store.UpsertTracks(ctx, tracks)
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for _, interaction := range []recommendation.Interaction{
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{UserID: "demo-user", TrackID: "trk-neon-dawn", Type: recommendation.InteractionLike, OccurredAt: now.Add(-24 * time.Hour)},
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{UserID: "demo-user", TrackID: "trk-static-heart", Type: recommendation.InteractionSave, OccurredAt: now.Add(-48 * time.Hour)},
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{UserID: "demo-user", TrackID: "trk-blue-hour", Type: recommendation.InteractionSkip, OccurredAt: now.Add(-12 * time.Hour)},
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{UserID: "neighbor-a", TrackID: "trk-neon-dawn", Type: recommendation.InteractionLike, OccurredAt: now.Add(-72 * time.Hour)},
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{UserID: "neighbor-a", TrackID: "trk-glass-road", Type: recommendation.InteractionLike, OccurredAt: now.Add(-24 * time.Hour)},
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{UserID: "neighbor-b", TrackID: "trk-static-heart", Type: recommendation.InteractionLike, OccurredAt: now.Add(-72 * time.Hour)},
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{UserID: "neighbor-b", TrackID: "trk-velvet-motor", Type: recommendation.InteractionLike, OccurredAt: now.Add(-18 * time.Hour)},
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} {
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_ = store.RecordInteraction(ctx, interaction)
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}
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}
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@@ -0,0 +1,81 @@
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package memory
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import (
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"context"
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"time"
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"github.com/tdvorak/spotifyrecalg/apps/backend/internal/recommendation"
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)
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// SeedLargeCatalog creates a diverse catalog for realistic recommendations
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func SeedLargeCatalog(store *Store) {
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ctx := context.Background()
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now := time.Now().UTC()
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// Diverse catalog with many tracks across genres
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tracks := []recommendation.Track{
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// Electronic / Dance (similar to Avicii)
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{ID: "25FTMokYEbEWHEdss5JLZS", Title: "The Nights", Artist: "Avicii", Genres: []string{"electronic", "dance", "edm"}, Popularity: 0.85, Features: recommendation.AudioFeatures{Danceability: 0.72, Energy: 0.78, Loudness: -5, Speechiness: 0.05, Acousticness: 0.15, Instrumentalness: 0.10, Liveness: 0.20, Valence: 0.70, Tempo: 126, TimeSignature: 4, Key: 4, Mode: 1}, DiscoveryAllowed: true},
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{ID: "trk-wake-me-up", Title: "Wake Me Up", Artist: "Avicii", Genres: []string{"electronic", "dance", "country"}, Popularity: 0.90, Features: recommendation.AudioFeatures{Danceability: 0.68, Energy: 0.82, Loudness: -4, Speechiness: 0.06, Acousticness: 0.22, Instrumentalness: 0.05, Liveness: 0.15, Valence: 0.65, Tempo: 124, TimeSignature: 4, Key: 2, Mode: 1}, DiscoveryAllowed: true},
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{ID: "trk-levels", Title: "Levels", Artist: "Avicii", Genres: []string{"electronic", "dance", "edm"}, Popularity: 0.88, Features: recommendation.AudioFeatures{Danceability: 0.75, Energy: 0.85, Loudness: -3, Speechiness: 0.04, Acousticness: 0.08, Instrumentalness: 0.20, Liveness: 0.25, Valence: 0.72, Tempo: 128, TimeSignature: 4, Key: 5, Mode: 1}, DiscoveryAllowed: true},
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{ID: "trk-hey-brother", Title: "Hey Brother", Artist: "Avicii", Genres: []string{"electronic", "dance", "country"}, Popularity: 0.82, Features: recommendation.AudioFeatures{Danceability: 0.65, Energy: 0.80, Loudness: -5, Speechiness: 0.07, Acousticness: 0.30, Instrumentalness: 0.08, Liveness: 0.18, Valence: 0.60, Tempo: 125, TimeSignature: 4, Key: 7, Mode: 1}, DiscoveryAllowed: true},
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{ID: "trk-waiting-for-love", Title: "Waiting For Love", Artist: "Avicii", Genres: []string{"electronic", "dance", "pop"}, Popularity: 0.83, Features: recommendation.AudioFeatures{Danceability: 0.70, Energy: 0.78, Loudness: -5, Speechiness: 0.05, Acousticness: 0.18, Instrumentalness: 0.12, Liveness: 0.20, Valence: 0.68, Tempo: 126, TimeSignature: 4, Key: 9, Mode: 1}, DiscoveryAllowed: true},
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// Pop / Dance
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{ID: "trk-counting-stars", Title: "Counting Stars", Artist: "OneRepublic", Genres: []string{"pop", "rock"}, Popularity: 0.87, Features: recommendation.AudioFeatures{Danceability: 0.68, Energy: 0.75, Loudness: -6, Speechiness: 0.08, Acousticness: 0.20, Instrumentalness: 0.02, Liveness: 0.15, Valence: 0.55, Tempo: 122, TimeSignature: 4, Key: 2, Mode: 1}, DiscoveryAllowed: true},
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{ID: "trk-uptown-funk", Title: "Uptown Funk", Artist: "Bruno Mars", Genres: []string{"pop", "funk"}, Popularity: 0.89, Features: recommendation.AudioFeatures{Danceability: 0.82, Energy: 0.88, Loudness: -4, Speechiness: 0.10, Acousticness: 0.05, Instrumentalness: 0.02, Liveness: 0.30, Valence: 0.90, Tempo: 115, TimeSignature: 4, Key: 0, Mode: 1}, DiscoveryAllowed: true},
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{ID: "trk-happy", Title: "Happy", Artist: "Pharrell Williams", Genres: []string{"pop", "soul"}, Popularity: 0.86, Features: recommendation.AudioFeatures{Danceability: 0.78, Energy: 0.82, Loudness: -5, Speechiness: 0.12, Acousticness: 0.10, Instrumentalness: 0.03, Liveness: 0.22, Valence: 0.95, Tempo: 160, TimeSignature: 4, Key: 5, Mode: 1}, DiscoveryAllowed: true},
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{ID: "trk-cant-hold-us", Title: "Can't Hold Us", Artist: "Macklemore", Genres: []string{"hip-hop", "pop"}, Popularity: 0.84, Features: recommendation.AudioFeatures{Danceability: 0.72, Energy: 0.86, Loudness: -4, Speechiness: 0.20, Acousticness: 0.15, Instrumentalness: 0.02, Liveness: 0.28, Valence: 0.75, Tempo: 146, TimeSignature: 4, Key: 7, Mode: 1}, DiscoveryAllowed: true},
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{ID: "trk-i-gotta-feeling", Title: "I Gotta Feeling", Artist: "Black Eyed Peas", Genres: []string{"pop", "dance"}, Popularity: 0.85, Features: recommendation.AudioFeatures{Danceability: 0.76, Energy: 0.80, Loudness: -5, Speechiness: 0.08, Acousticness: 0.12, Instrumentalness: 0.05, Liveness: 0.25, Valence: 0.80, Tempo: 128, TimeSignature: 4, Key: 2, Mode: 1}, DiscoveryAllowed: true},
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// Alternative / Indie
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{ID: "trk-do-i-wanna-know", Title: "Do I Wanna Know?", Artist: "Arctic Monkeys", Genres: []string{"alternative", "indie"}, Popularity: 0.80, Features: recommendation.AudioFeatures{Danceability: 0.58, Energy: 0.68, Loudness: -8, Speechiness: 0.05, Acousticness: 0.35, Instrumentalness: 0.25, Liveness: 0.12, Valence: 0.35, Tempo: 85, TimeSignature: 4, Key: 9, Mode: 0}, DiscoveryAllowed: true},
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{ID: "trk-somebody-told-me", Title: "Somebody Told Me", Artist: "The Killers", Genres: []string{"alternative", "rock"}, Popularity: 0.82, Features: recommendation.AudioFeatures{Danceability: 0.62, Energy: 0.85, Loudness: -5, Speechiness: 0.06, Acousticness: 0.08, Instrumentalness: 0.02, Liveness: 0.20, Valence: 0.65, Tempo: 138, TimeSignature: 4, Key: 0, Mode: 1}, DiscoveryAllowed: true},
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{ID: "trk-mr-brightside", Title: "Mr. Brightside", Artist: "The Killers", Genres: []string{"alternative", "rock"}, Popularity: 0.88, Features: recommendation.AudioFeatures{Danceability: 0.55, Energy: 0.90, Loudness: -4, Speechiness: 0.09, Acousticness: 0.05, Instrumentalness: 0.02, Liveness: 0.25, Valence: 0.60, Tempo: 148, TimeSignature: 4, Key: 2, Mode: 1}, DiscoveryAllowed: true},
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{ID: "trk-take-me-out", Title: "Take Me Out", Artist: "Franz Ferdinand", Genres: []string{"alternative", "indie"}, Popularity: 0.78, Features: recommendation.AudioFeatures{Danceability: 0.65, Energy: 0.82, Loudness: -5, Speechiness: 0.04, Acousticness: 0.15, Instrumentalness: 0.05, Liveness: 0.18, Valence: 0.55, Tempo: 105, TimeSignature: 4, Key: 7, Mode: 1}, DiscoveryAllowed: true},
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// Rock
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{ID: "trk-boulevard-of-broken-dreams", Title: "Boulevard of Broken Dreams", Artist: "Green Day", Genres: []string{"rock", "punk"}, Popularity: 0.86, Features: recommendation.AudioFeatures{Danceability: 0.52, Energy: 0.78, Loudness: -5, Speechiness: 0.04, Acousticness: 0.12, Instrumentalness: 0.05, Liveness: 0.15, Valence: 0.40, Tempo: 167, TimeSignature: 4, Key: 0, Mode: 1}, DiscoveryAllowed: true},
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{ID: "trk-knights-of-cydonia", Title: "Knights of Cydonia", Artist: "Muse", Genres: []string{"rock", "alternative"}, Popularity: 0.81, Features: recommendation.AudioFeatures{Danceability: 0.45, Energy: 0.92, Loudness: -3, Speechiness: 0.08, Acousticness: 0.05, Instrumentalness: 0.35, Liveness: 0.22, Valence: 0.45, Tempo: 137, TimeSignature: 4, Key: 2, Mode: 1}, DiscoveryAllowed: true},
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{ID: "trk-smells-like-teen-spirit", Title: "Smells Like Teen Spirit", Artist: "Nirvana", Genres: []string{"rock", "grunge"}, Popularity: 0.87, Features: recommendation.AudioFeatures{Danceability: 0.48, Energy: 0.95, Loudness: -2, Speechiness: 0.07, Acousticness: 0.03, Instrumentalness: 0.10, Liveness: 0.30, Valence: 0.35, Tempo: 117, TimeSignature: 4, Key: 4, Mode: 0}, DiscoveryAllowed: true},
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// Acoustic / Folk
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{ID: "trk-ho-hey", Title: "Ho Hey", Artist: "The Lumineers", Genres: []string{"folk", "acoustic"}, Popularity: 0.79, Features: recommendation.AudioFeatures{Danceability: 0.58, Energy: 0.55, Loudness: -10, Speechiness: 0.06, Acousticness: 0.75, Instrumentalness: 0.05, Liveness: 0.18, Valence: 0.55, Tempo: 80, TimeSignature: 4, Key: 7, Mode: 1}, DiscoveryAllowed: true},
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{ID: "trk-riptide", Title: "Riptide", Artist: "Vance Joy", Genres: []string{"folk", "indie"}, Popularity: 0.83, Features: recommendation.AudioFeatures{Danceability: 0.62, Energy: 0.48, Loudness: -11, Speechiness: 0.08, Acousticness: 0.72, Instrumentalness: 0.08, Liveness: 0.12, Valence: 0.60, Tempo: 102, TimeSignature: 4, Key: 9, Mode: 1}, DiscoveryAllowed: true},
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{ID: "trk-let-her-go", Title: "Let Her Go", Artist: "Passenger", Genres: []string{"folk", "acoustic"}, Popularity: 0.80, Features: recommendation.AudioFeatures{Danceability: 0.52, Energy: 0.42, Loudness: -12, Speechiness: 0.05, Acousticness: 0.80, Instrumentalness: 0.05, Liveness: 0.15, Valence: 0.35, Tempo: 75, TimeSignature: 4, Key: 4, Mode: 1}, DiscoveryAllowed: true},
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// Synth / New Wave
|
||||
{ID: "trk-neon-dawn", Title: "Neon Dawn", Artist: "The Arrays", Genres: []string{"synthpop", "indie"}, Popularity: 0.72, Features: recommendation.AudioFeatures{Danceability: 0.74, Energy: 0.70, Loudness: -6, Speechiness: 0.05, Acousticness: 0.12, Instrumentalness: 0.15, Liveness: 0.12, Valence: 0.67, Tempo: 118, TimeSignature: 4, Key: 2, Mode: 1}, DiscoveryAllowed: true},
|
||||
{ID: "trk-static-heart", Title: "Static Heart", Artist: "The Arrays", Genres: []string{"synthpop"}, Popularity: 0.62, Features: recommendation.AudioFeatures{Danceability: 0.68, Energy: 0.66, Loudness: -8, Speechiness: 0.04, Acousticness: 0.18, Instrumentalness: 0.20, Liveness: 0.10, Valence: 0.58, Tempo: 116, TimeSignature: 4, Key: 4, Mode: 1}, DiscoveryAllowed: true},
|
||||
{ID: "trk-glass-road", Title: "Glass Road", Artist: "North Index", Genres: []string{"indie", "rock"}, Popularity: 0.51, Features: recommendation.AudioFeatures{Danceability: 0.55, Energy: 0.78, Loudness: -5, Speechiness: 0.06, Acousticness: 0.20, Instrumentalness: 0.08, Liveness: 0.18, Valence: 0.54, Tempo: 132, TimeSignature: 4, Key: 9, Mode: 1}, DiscoveryAllowed: true},
|
||||
{ID: "trk-velvet-motor", Title: "Velvet Motor", Artist: "Signal Choir", Genres: []string{"pop-punk", "rock"}, Popularity: 0.49, Features: recommendation.AudioFeatures{Danceability: 0.60, Energy: 0.88, Loudness: -4, Speechiness: 0.07, Acousticness: 0.09, Instrumentalness: 0.02, Liveness: 0.21, Valence: 0.62, Tempo: 148, TimeSignature: 4, Key: 5, Mode: 1}, DiscoveryAllowed: true, CommercialBoost: 0.02},
|
||||
}
|
||||
|
||||
_ = store.UpsertTracks(ctx, tracks)
|
||||
|
||||
// Add collaborative interactions to create taste neighborhoods
|
||||
interactions := []recommendation.Interaction{
|
||||
// User who likes electronic/dance
|
||||
{UserID: "user-electronic", TrackID: "25FTMokYEbEWHEdss5JLZS", Type: recommendation.InteractionLike, OccurredAt: now.Add(-24 * time.Hour)},
|
||||
{UserID: "user-electronic", TrackID: "trk-wake-me-up", Type: recommendation.InteractionLike, OccurredAt: now.Add(-48 * time.Hour)},
|
||||
{UserID: "user-electronic", TrackID: "trk-levels", Type: recommendation.InteractionLike, OccurredAt: now.Add(-72 * time.Hour)},
|
||||
|
||||
// User who likes pop
|
||||
{UserID: "user-pop", TrackID: "trk-counting-stars", Type: recommendation.InteractionLike, OccurredAt: now.Add(-24 * time.Hour)},
|
||||
{UserID: "user-pop", TrackID: "trk-uptown-funk", Type: recommendation.InteractionLike, OccurredAt: now.Add(-48 * time.Hour)},
|
||||
{UserID: "user-pop", TrackID: "25FTMokYEbEWHEdss5JLZS", Type: recommendation.InteractionLike, OccurredAt: now.Add(-36 * time.Hour)},
|
||||
|
||||
// User who likes alternative
|
||||
{UserID: "user-alt", TrackID: "trk-do-i-wanna-know", Type: recommendation.InteractionLike, OccurredAt: now.Add(-24 * time.Hour)},
|
||||
{UserID: "user-alt", TrackID: "trk-somebody-told-me", Type: recommendation.InteractionLike, OccurredAt: now.Add(-48 * time.Hour)},
|
||||
|
||||
// Cross-genre listener
|
||||
{UserID: "user-mixed", TrackID: "25FTMokYEbEWHEdss5JLZS", Type: recommendation.InteractionLike, OccurredAt: now.Add(-24 * time.Hour)},
|
||||
{UserID: "user-mixed", TrackID: "trk-boulevard-of-broken-dreams", Type: recommendation.InteractionLike, OccurredAt: now.Add(-48 * time.Hour)},
|
||||
{UserID: "user-mixed", TrackID: "trk-riptide", Type: recommendation.InteractionLike, OccurredAt: now.Add(-72 * time.Hour)},
|
||||
}
|
||||
|
||||
for _, interaction := range interactions {
|
||||
_ = store.RecordInteraction(ctx, interaction)
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user