Files
pipu-music/services/api/internal/wave/wave.go
T
mrleo1nidandClaude Opus 5.5 3908814cda
ci / contract / contract (сгенерированный код совпадает с openapi.yaml) (push) Successful in 40s
ci / mobile / mobile (Metro-бандл Android) (push) Failing after 9s
ci / api / api (push) Successful in 35s
ci / ts / ts (packages + web) (push) Successful in 51s
feat(api): My Wave sessions with a Go fallback and wave metrics (M4)
- /wave/options, POST /wave/sessions (activity, mood, seed),
  /next with reactions, PATCH to switch the context on the fly, DELETE
- the recommender is called with an 800 ms budget; on failure the api
  serves a fallback wave of likes, favourite artists and random
  available tracks with the same dislike / recent / served filters
- every served track is an impression with its source and model; wave
  events (context_type wave) set its outcome, reactions win
- library status shows the analysis queue and 7-day wave metrics:
  listen-through, early skip and like rate

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-20 12:23:17 +03:00

430 lines
14 KiB
Go

// Package wave — «Моя волна»: сессии, вызов рекомендателя и запасная волна на Go (docs/recommendations.md).
package wave
import (
"bytes"
"context"
"encoding/json"
"errors"
"fmt"
"log/slog"
"net/http"
"time"
"github.com/google/uuid"
"github.com/jackc/pgx/v5"
"github.com/jackc/pgx/v5/pgxpool"
"pipu/api/internal/api/gen"
"pipu/api/internal/auth"
"pipu/api/internal/library"
"pipu/api/internal/platform/apperr"
)
// BatchSize — треков в пачке волны.
const BatchSize = 5
// RecommenderTimeout — сколько ждать рекомендатель, прежде чем отдать запасную волну.
const RecommenderTimeout = 800 * time.Millisecond
// Занятия и настроения — ключи совпадают с contexts.yaml рекомендателя, тексты — в i18n клиента.
var (
activities = []gen.WaveOption{
{Key: "running", Icon: "directions_run"}, {Key: "workout", Icon: "fitness_center"},
{Key: "waking_up", Icon: "wb_sunny"}, {Key: "focus", Icon: "headphones"},
{Key: "commute", Icon: "directions_car"}, {Key: "chill", Icon: "weekend"}, {Key: "sleep", Icon: "bedtime"},
}
moods = []gen.WaveOption{
{Key: "energetic", Icon: "bolt"}, {Key: "happy", Icon: "sentiment_satisfied"},
{Key: "calm", Icon: "spa"}, {Key: "sad", Icon: "rainy"},
}
)
func known(list []gen.WaveOption, key *string) bool {
if key == nil || *key == "" {
return true
}
for _, o := range list {
if o.Key == *key {
return true
}
}
return false
}
// Pick — трек, выбранный рекомендателем.
type Pick struct {
ID string `json:"id"`
Source string `json:"source"`
Score float64 `json:"score"`
}
// Feedback — реакция на выданный трек.
type Feedback struct {
TrackID string `json:"track_id"`
Outcome string `json:"outcome"`
}
// BatchRequest — запрос к рекомендателю.
type BatchRequest struct {
UserID string `json:"user_id"`
SessionID string `json:"session_id"`
Activity *string `json:"activity"`
Mood *string `json:"mood"`
Seed *Seed `json:"seed,omitempty"`
ExcludeIDs []string `json:"exclude_ids"`
Feedback []Feedback `json:"feedback"`
N int `json:"n"`
}
// Seed — от чего запущена волна.
type Seed struct {
Type string `json:"type"`
ID string `json:"id"`
}
// Recommender — клиент внутреннего API рекомендаций.
type Recommender struct {
URL string
Token string
Client *http.Client
}
// Batch запрашивает пачку.
func (r *Recommender) Batch(ctx context.Context, req BatchRequest) ([]Pick, string, error) {
raw, err := json.Marshal(req)
if err != nil {
return nil, "", err
}
ctx, cancel := context.WithTimeout(ctx, RecommenderTimeout)
defer cancel()
hr, err := http.NewRequestWithContext(ctx, http.MethodPost, r.URL+"/internal/wave/batch", bytes.NewReader(raw))
if err != nil {
return nil, "", err
}
hr.Header.Set("Authorization", "Bearer "+r.Token)
hr.Header.Set("Content-Type", "application/json")
res, err := r.Client.Do(hr)
if err != nil {
return nil, "", fmt.Errorf("recommender: %w", err)
}
defer func() { _ = res.Body.Close() }()
if res.StatusCode != http.StatusOK {
return nil, "", fmt.Errorf("recommender: status %d", res.StatusCode)
}
var out struct {
Tracks []Pick `json:"tracks"`
ModelVer string `json:"model_ver"`
}
if err := json.NewDecoder(res.Body).Decode(&out); err != nil {
return nil, "", fmt.Errorf("recommender: %w", err)
}
return out.Tracks, out.ModelVer, nil
}
// session — строка wave_sessions.
type session struct {
ID uuid.UUID
UserID uuid.UUID
Activity *string
Mood *string
SeedType *string
SeedID *uuid.UUID
Served int
Ended bool
}
// Handler реализует wave-часть gen.StrictServerInterface.
type Handler struct {
pool *pgxpool.Pool
rec *Recommender
catalog *library.Store
dto func() library.DTO
log *slog.Logger
}
// NewHandler создаёт обработчик.
func NewHandler(pool *pgxpool.Pool, rec *Recommender, catalog *library.Store, dto func() library.DTO, log *slog.Logger) *Handler {
return &Handler{pool: pool, rec: rec, catalog: catalog, dto: dto, log: log}
}
func principal(ctx context.Context) (auth.Principal, error) {
p, ok := auth.PrincipalFrom(ctx)
if !ok {
return auth.Principal{}, apperr.Unauthorized(auth.CodeUnauthorized, "not authenticated")
}
return p, nil
}
// GetWaveOptions реализует gen.StrictServerInterface.
func (h *Handler) GetWaveOptions(context.Context, gen.GetWaveOptionsRequestObject) (gen.GetWaveOptionsResponseObject, error) {
return gen.GetWaveOptions200JSONResponse{Activities: activities, Moods: moods}, nil
}
func validateContext(activity, mood *string) error {
if !known(activities, activity) {
return apperr.Validation("activity", "validation.wave_activity_invalid", "unknown activity", nil)
}
if !known(moods, mood) {
return apperr.Validation("mood", "validation.wave_mood_invalid", "unknown mood", nil)
}
return nil
}
func emptyToNil(s *string) *string {
if s == nil || *s == "" {
return nil
}
return s
}
// StartWave реализует gen.StrictServerInterface.
func (h *Handler) StartWave(ctx context.Context, req gen.StartWaveRequestObject) (gen.StartWaveResponseObject, error) {
p, err := principal(ctx)
if err != nil {
return nil, err
}
s := session{ID: uuid.Must(uuid.NewV7()), UserID: p.UserID}
if b := req.Body; b != nil {
s.Activity, s.Mood = emptyToNil(b.Activity), emptyToNil(b.Mood)
if b.Seed != nil {
t, id := string(b.Seed.Type), b.Seed.Id
s.SeedType, s.SeedID = &t, &id
}
}
if err := validateContext(s.Activity, s.Mood); err != nil {
return nil, err
}
if _, err := h.pool.Exec(ctx, `
INSERT INTO wave_sessions (id, user_id, activity, mood, seed_type, seed_id) VALUES ($1, $2, $3, $4, $5, $6)`,
s.ID, s.UserID, s.Activity, s.Mood, s.SeedType, s.SeedID); err != nil {
return nil, fmt.Errorf("wave: start: %w", err)
}
out, err := h.serve(ctx, s, nil)
if err != nil {
return nil, err
}
return gen.StartWave201JSONResponse(out), nil
}
func (h *Handler) load(ctx context.Context, p auth.Principal, id uuid.UUID) (session, error) {
var s session
err := h.pool.QueryRow(ctx, `
SELECT id, user_id, activity, mood, seed_type, seed_id, tracks_served, ended_at IS NOT NULL
FROM wave_sessions WHERE id = $1 AND user_id = $2`, id, p.UserID).
Scan(&s.ID, &s.UserID, &s.Activity, &s.Mood, &s.SeedType, &s.SeedID, &s.Served, &s.Ended)
if errors.Is(err, pgx.ErrNoRows) {
return s, apperr.NotFound("wave.session_not_found", "wave session not found")
}
if err != nil {
return s, fmt.Errorf("wave: load: %w", err)
}
return s, nil
}
// NextWave реализует gen.StrictServerInterface.
func (h *Handler) NextWave(ctx context.Context, req gen.NextWaveRequestObject) (gen.NextWaveResponseObject, error) {
p, err := principal(ctx)
if err != nil {
return nil, err
}
s, err := h.load(ctx, p, req.Id)
if err != nil {
return nil, err
}
var fb []Feedback
if req.Body != nil && req.Body.Feedback != nil {
for _, f := range *req.Body.Feedback {
fb = append(fb, Feedback{TrackID: f.TrackId.String(), Outcome: string(f.Outcome)})
}
}
out, err := h.serve(ctx, s, fb)
if err != nil {
return nil, err
}
return gen.NextWave200JSONResponse(out), nil
}
// UpdateWave реализует gen.StrictServerInterface.
func (h *Handler) UpdateWave(ctx context.Context, req gen.UpdateWaveRequestObject) (gen.UpdateWaveResponseObject, error) {
p, err := principal(ctx)
if err != nil {
return nil, err
}
s, err := h.load(ctx, p, req.Id)
if err != nil {
return nil, err
}
s.Activity, s.Mood = emptyToNil(req.Body.Activity), emptyToNil(req.Body.Mood)
if err := validateContext(s.Activity, s.Mood); err != nil {
return nil, err
}
if _, err := h.pool.Exec(ctx, `UPDATE wave_sessions SET activity = $2, mood = $3 WHERE id = $1`,
s.ID, s.Activity, s.Mood); err != nil {
return nil, fmt.Errorf("wave: update: %w", err)
}
out, err := h.serve(ctx, s, nil)
if err != nil {
return nil, err
}
return gen.UpdateWave200JSONResponse(out), nil
}
// EndWave реализует gen.StrictServerInterface.
func (h *Handler) EndWave(ctx context.Context, req gen.EndWaveRequestObject) (gen.EndWaveResponseObject, error) {
p, err := principal(ctx)
if err != nil {
return nil, err
}
if _, err := h.pool.Exec(ctx, `UPDATE wave_sessions SET ended_at = now() WHERE id = $1 AND user_id = $2 AND ended_at IS NULL`,
req.Id, p.UserID); err != nil {
return nil, fmt.Errorf("wave: end: %w", err)
}
return gen.EndWave204Response{}, nil
}
// serve собирает пачку (рекомендатель или запасная волна), пишет показы и отдаёт треки.
func (h *Handler) serve(ctx context.Context, s session, fb []Feedback) (gen.WaveBatch, error) {
served, err := h.servedIDs(ctx, s.ID)
if err != nil {
return gen.WaveBatch{}, err
}
req := BatchRequest{
UserID: s.UserID.String(), SessionID: s.ID.String(), Activity: s.Activity, Mood: s.Mood,
ExcludeIDs: served, Feedback: fb, N: BatchSize,
}
if s.SeedType != nil && s.SeedID != nil {
req.Seed = &Seed{Type: *s.SeedType, ID: s.SeedID.String()}
}
if req.Feedback == nil {
req.Feedback = []Feedback{}
}
picks, modelVer, err := h.rec.Batch(ctx, req)
fallback := false
if err != nil || len(picks) == 0 {
if err != nil {
h.log.WarnContext(ctx, "recommender unavailable, serving fallback wave", "err", err)
}
fallback, modelVer = true, "fallback"
if picks, err = h.fallback(ctx, s, served); err != nil {
return gen.WaveBatch{}, err
}
}
ids := make([]uuid.UUID, 0, len(picks))
for _, p := range picks {
if id, err := uuid.Parse(p.ID); err == nil {
ids = append(ids, id)
}
}
rows, err := h.catalog.TracksByIDs(ctx, ids)
if err != nil {
return gen.WaveBatch{}, err
}
tracks, err := h.dto().Tracks(ctx, rows)
if err != nil {
return gen.WaveBatch{}, err
}
if err := h.record(ctx, s, picks, modelVer); err != nil {
return gen.WaveBatch{}, err
}
return gen.WaveBatch{SessionId: s.ID, Activity: s.Activity, Mood: s.Mood, Tracks: tracks, Fallback: fallback}, nil
}
func (h *Handler) servedIDs(ctx context.Context, sessionID uuid.UUID) ([]string, error) {
rows, err := h.pool.Query(ctx, `SELECT track_id::text FROM wave_impressions WHERE wave_session_id = $1`, sessionID)
if err != nil {
return nil, fmt.Errorf("wave: served: %w", err)
}
ids, err := pgx.CollectRows(rows, pgx.RowTo[string])
if ids == nil {
ids = []string{}
}
return ids, err
}
// record пишет показы (для метрик и будущего обучения ранжировщика).
func (h *Handler) record(ctx context.Context, s session, picks []Pick, modelVer string) error {
return pgx.BeginFunc(ctx, h.pool, func(tx pgx.Tx) error {
var pos int
if err := tx.QueryRow(ctx, `
UPDATE wave_sessions SET tracks_served = tracks_served + $2 WHERE id = $1 RETURNING tracks_served - $2`,
s.ID, len(picks)).Scan(&pos); err != nil {
return fmt.Errorf("wave: impressions: %w", err)
}
for i, p := range picks {
if _, err := tx.Exec(ctx, `
INSERT INTO wave_impressions (wave_session_id, position, track_id, candidate_source, score, model_ver)
VALUES ($1, $2, $3, $4, $5, $6) ON CONFLICT DO NOTHING`,
s.ID, pos+i, p.ID, p.Source, p.Score, modelVer); err != nil {
return fmt.Errorf("wave: impressions: %w", err)
}
}
return nil
})
}
// fallback — запасная волна без рекомендателя: лайки, любимые исполнители и случайные доступные треки,
// без дизлайков, недавно игравших и уже выданных; один трек исполнителя на пачку.
func (h *Handler) fallback(ctx context.Context, s session, served []string) ([]Pick, error) {
rows, err := h.pool.Query(ctx, `
WITH liked AS (
SELECT track_id FROM track_reactions WHERE user_id = $1 AND reaction = 'like'
), fav_artists AS (
SELECT DISTINCT ta.artist_id FROM track_artists ta JOIN liked l ON l.track_id = ta.track_id
), pool AS (
SELECT t.id,
COALESCE((SELECT ta.artist_id FROM track_artists ta WHERE ta.track_id = t.id ORDER BY ta.position LIMIT 1),
al.album_artist_id) AS artist_id,
CASE WHEN t.id IN (SELECT track_id FROM liked) THEN 'liked'
WHEN EXISTS (SELECT 1 FROM track_artists ta WHERE ta.track_id = t.id
AND ta.artist_id IN (SELECT artist_id FROM fav_artists)) THEN 'artist'
ELSE 'random' END AS source
FROM tracks t
JOIN albums al ON al.id = t.album_id
JOIN media_files f ON f.id = t.primary_file_id AND f.missing_since IS NULL
JOIN library_sources src ON src.id = f.source_id AND src.status = 'mounted'
WHERE NOT EXISTS (SELECT 1 FROM track_reactions r WHERE r.user_id = $1 AND r.track_id = t.id AND r.reaction = 'dislike')
AND NOT (t.id::text = ANY($2))
AND NOT EXISTS (SELECT 1 FROM play_events e WHERE e.user_id = $1 AND e.track_id = t.id
AND e.type = 'play_start' AND e.occurred_at > now() - interval '3 hours')
)
SELECT DISTINCT ON (artist_id) id::text, source FROM (
SELECT * FROM pool ORDER BY CASE source WHEN 'liked' THEN 0 WHEN 'artist' THEN 1 ELSE 2 END, random() LIMIT 200
) c
ORDER BY artist_id, random()
LIMIT 50`, s.UserID, served)
if err != nil {
return nil, fmt.Errorf("wave: fallback: %w", err)
}
picks, err := pgx.CollectRows(rows, func(r pgx.CollectableRow) (Pick, error) {
var p Pick
return p, r.Scan(&p.ID, &p.Source)
})
if err != nil {
return nil, fmt.Errorf("wave: fallback: %w", err)
}
// DISTINCT ON упорядочил по исполнителю — перемешиваем, предпочитая лайки и любимых исполнителей.
rank := map[string]int{"liked": 0, "artist": 1, "random": 2}
shuffled := shuffle(picks)
stableSort(shuffled, func(a, b Pick) bool { return rank[a.Source] < rank[b.Source] })
// Половина пачки — любимое, половина — случайное: запасная волна не должна быть одними лайками.
var out []Pick
var fav, rnd []Pick
for _, p := range shuffled {
if p.Source == "random" {
rnd = append(rnd, p)
} else {
fav = append(fav, p)
}
}
for len(out) < BatchSize && (len(fav) > 0 || len(rnd) > 0) {
if len(fav) > 0 && (len(out)%2 == 0 || len(rnd) == 0) {
out, fav = append(out, fav[0]), fav[1:]
} else if len(rnd) > 0 {
out, rnd = append(out, rnd[0]), rnd[1:]
}
}
return out, nil
}