diff --git a/api/openapi.yaml b/api/openapi.yaml index c3df041..59e67d1 100644 --- a/api/openapi.yaml +++ b/api/openapi.yaml @@ -3096,7 +3096,7 @@ components: nullable: true WaveMetrics: type: object - required: [served, listen_through_rate, early_skip_rate, like_rate, sessions] + required: [served, listen_through_rate, early_skip_rate, like_rate, sessions, by_model] description: Метрики волны за 7 дней properties: served: @@ -3113,6 +3113,28 @@ components: description: Лайков на 100 треков sessions: type: integer + by_model: + type: array + description: Те же метрики по версии модели показа (v1 / ALS / ранжировщик) — сравнение онлайн + items: + $ref: '#/components/schemas/WaveModelMetrics' + WaveModelMetrics: + type: object + required: [model_ver, served, listen_through_rate, early_skip_rate, like_rate] + properties: + model_ver: + type: string + served: + type: integer + listen_through_rate: + type: number + nullable: true + early_skip_rate: + type: number + nullable: true + like_rate: + type: number + nullable: true AndroidRelease: type: object required: [version, version_code, notes_md, size, sha256, download_url, min_supported] diff --git a/apps/web/src/pages/admin/LibraryPage.tsx b/apps/web/src/pages/admin/LibraryPage.tsx index 155795b..4c5978f 100644 --- a/apps/web/src/pages/admin/LibraryPage.tsx +++ b/apps/web/src/pages/admin/LibraryPage.tsx @@ -99,6 +99,33 @@ export function LibraryPage() { ))} + {d.wave.by_model.length > 1 && ( +
+ + + + + + + + + + + + + {d.wave.by_model.map((m) => ( + + + + + + + + ))} + +
{t('library.wave_by_model')}
{t('library.wave_model')}{t('library.wave_served')}{t('library.wave_listen')}{t('library.wave_early_skip')}{t('library.wave_likes')}
{m.model_ver || '—'}{m.served.toLocaleString()}{pct(m.listen_through_rate)}{pct(m.early_skip_rate)}{m.like_rate === null ? '—' : m.like_rate.toFixed(1)}
+
+ )} )} {d && d.sources.length > 0 && ( diff --git a/docs/recommendations.md b/docs/recommendations.md index 823021a..c91ef9a 100644 --- a/docs/recommendations.md +++ b/docs/recommendations.md @@ -159,6 +159,8 @@ score = 0.35·cos(e, session_vec) + 0.25·max_c cos(e, centroid_c) + 0.15·artis и не хуже активной более чем на 2%. Модель хранится строкой в `model_versions.artifact` (kind `ranker`), сервис загружает активную при старте и после ночного обучения; в выдаче её порядок заменяет оценку v1, MMR-разнообразие и квоты остаются. Пока модели нет, `model_ver` показа — версия v1. +Онлайн-сравнение — админка «Библиотека → Моя волна»: доля доигрываний, ранних скипов и лайков +за 7 дней отдельно по каждому `model_ver` показа. ### 6.4 Занятия и настроения diff --git a/packages/api-client/src/generated/schema.ts b/packages/api-client/src/generated/schema.ts index 6c3f3c2..acc9b19 100644 --- a/packages/api-client/src/generated/schema.ts +++ b/packages/api-client/src/generated/schema.ts @@ -2021,6 +2021,15 @@ export interface components { /** @description Лайков на 100 треков */ like_rate: number | null; sessions: number; + /** @description Те же метрики по версии модели показа (v1 / ALS / ранжировщик) — сравнение онлайн */ + by_model: components["schemas"]["WaveModelMetrics"][]; + }; + WaveModelMetrics: { + model_ver: string; + served: number; + listen_through_rate: number | null; + early_skip_rate: number | null; + like_rate: number | null; }; AndroidRelease: { /** @example 0.6.1 */ diff --git a/packages/i18n/locales/en/admin.json b/packages/i18n/locales/en/admin.json index 7b0f391..fe9b115 100644 --- a/packages/i18n/locales/en/admin.json +++ b/packages/i18n/locales/en/admin.json @@ -158,7 +158,9 @@ "wave_sessions": "Sessions", "wave_listen": "Played ≥ 50%", "wave_early_skip": "Early skips", - "wave_likes": "Likes per 100" + "wave_likes": "Likes per 100", + "wave_model": "Model version", + "wave_by_model": "Wave model versions compared" }, "write_template": { "title": "Uploads and path template", diff --git a/packages/i18n/locales/ru/admin.json b/packages/i18n/locales/ru/admin.json index 23a35c2..9f6789b 100644 --- a/packages/i18n/locales/ru/admin.json +++ b/packages/i18n/locales/ru/admin.json @@ -158,7 +158,9 @@ "wave_sessions": "Сессий", "wave_listen": "Дослушано ≥ 50%", "wave_early_skip": "Ранние скипы", - "wave_likes": "Лайков на 100" + "wave_likes": "Лайков на 100", + "wave_model": "Версия модели", + "wave_by_model": "Сравнение версий модели волны" }, "write_template": { "title": "Приём загрузок и шаблон пути", diff --git a/services/api/internal/api/gen/api.gen.go b/services/api/internal/api/gen/api.gen.go index 10503b4..6b26677 100644 --- a/services/api/internal/api/gen/api.gen.go +++ b/services/api/internal/api/gen/api.gen.go @@ -1152,7 +1152,9 @@ type WaveFeedbackOutcome string // WaveMetrics Метрики волны за 7 дней type WaveMetrics struct { - EarlySkipRate *float32 `json:"early_skip_rate"` + // ByModel Те же метрики по версии модели показа (v1 / ALS / ранжировщик) — сравнение онлайн + ByModel []WaveModelMetrics `json:"by_model"` + EarlySkipRate *float32 `json:"early_skip_rate"` // LikeRate Лайков на 100 треков LikeRate *float32 `json:"like_rate"` @@ -1161,6 +1163,15 @@ type WaveMetrics struct { Sessions int `json:"sessions"` } +// WaveModelMetrics defines model for WaveModelMetrics. +type WaveModelMetrics struct { + EarlySkipRate *float32 `json:"early_skip_rate"` + LikeRate *float32 `json:"like_rate"` + ListenThroughRate *float32 `json:"listen_through_rate"` + ModelVer string `json:"model_ver"` + Served int `json:"served"` +} + // WaveNext defines model for WaveNext. type WaveNext struct { Feedback *[]WaveFeedback `json:"feedback,omitempty"` @@ -9119,246 +9130,248 @@ func (sh *strictHandler) GetReadyz(w http.ResponseWriter, r *http.Request) { // Base64 encoded, gzipped, json marshaled Swagger object var swaggerSpec = []string{ - "H4sIAAAAAAAC/+x9e28c15XnVyn0zAJkpkVStuVMKAwWsmLH2rFiRlTWu4i03cXuS7JG1VXtelBiDAGk", - "GFv2UhFjb2YmmInteLKDXcD/tCi22OIT8Ce49RXySRb3nHur7q269WiymrIH+5fE7uq6j3Puuef5Ox81", - "Om6v7zrECfzG/EeNvumZPRIQD/66Hnq+67H/dYnf8ax+YLlOY75Bv6RDehpt0BO6H23QQfSYHkfb9KVB", - "D6KtaCPapCfRhkFHdN9oO+RB0OrAi9oG/GhI96JtuhdtRZ/RIX1pRJvRI/YWekxH0SfRdqPZsNgoH4bE", - "W280G47ZI435Br6j0Wz4nVXSM9msgvU++8YPPMtZaTx82Gy87QRWsH6jy76Fl/TNYDV5h9VtNBse+TC0", - "PNJtzAdeSOT3Lbtezwwa840whCez73/P6llB/PLUDG34Un5hlyyboR005q/MNRs984HVC3uN+dfm2F+W", - 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--git a/services/api/internal/library/handler.go b/services/api/internal/library/handler.go index e2a6114..a5ae820 100644 --- a/services/api/internal/library/handler.go +++ b/services/api/internal/library/handler.go @@ -308,9 +308,15 @@ func (h *Handler) GetLibraryStatus(ctx context.Context, _ gen.GetLibraryStatusRe }, Wave: gen.WaveMetrics{ Served: st.Wave.Served, Sessions: st.Wave.Sessions, ListenThroughRate: st.Wave.ListenThrough, - EarlySkipRate: st.Wave.EarlySkip, LikeRate: st.Wave.LikeRate, + EarlySkipRate: st.Wave.EarlySkip, LikeRate: st.Wave.LikeRate, ByModel: []gen.WaveModelMetrics{}, }, } + for _, m := range st.Wave.ByModel { + out.Wave.ByModel = append(out.Wave.ByModel, gen.WaveModelMetrics{ + ModelVer: m.ModelVer, Served: m.Served, ListenThroughRate: m.ListenThrough, + EarlySkipRate: m.EarlySkip, LikeRate: m.LikeRate, + }) + } for _, s := range st.Sources { dto := h.sourceDTO(s) out.Sources = append(out.Sources, gen.SourceStatusItem{ diff --git a/services/api/internal/library/store.go b/services/api/internal/library/store.go index 0b8b372..2140331 100644 --- a/services/api/internal/library/store.go +++ b/services/api/internal/library/store.go @@ -624,10 +624,36 @@ func (st *Store) AnalysisCounts(ctx context.Context) (AnalysisCounts, error) { // WaveMetrics — метрики волны за 7 дней (docs/recommendations.md#1-цели-и-как-измеряем-успех). type WaveMetrics struct { - Served, Sessions int + Served, Sessions int + WaveRates + ByModel []WaveModelMetrics +} + +// WaveRates — доли по показам с известным исходом (nil — исходов ещё нет). +type WaveRates struct { ListenThrough, EarlySkip, LikeRate *float32 } +// WaveModelMetrics — метрики показов одной версии модели. +type WaveModelMetrics struct { + ModelVer string + Served int + WaveRates +} + +func rates(judged, through, early, liked int) WaveRates { + if judged == 0 { + return WaveRates{} + } + lt, es, lr := float32(through)/float32(judged), float32(early)/float32(judged), float32(liked)*100/float32(judged) + return WaveRates{ListenThrough: <, EarlySkip: &es, LikeRate: &lr} +} + +const waveOutcomes = `count(outcome), + count(*) FILTER (WHERE outcome IN ('complete', 'like')), + count(*) FILTER (WHERE outcome IN ('skip_early', 'dislike')), + count(*) FILTER (WHERE outcome = 'like')` + // WaveMetrics считает метрики по показам с известным исходом. func (st *Store) WaveMetrics(ctx context.Context) (WaveMetrics, error) { var ( @@ -635,20 +661,32 @@ func (st *Store) WaveMetrics(ctx context.Context) (WaveMetrics, error) { judged, through, early, liked int ) err := st.pool.QueryRow(ctx, ` - SELECT count(*), count(DISTINCT wave_session_id), count(outcome), - count(*) FILTER (WHERE outcome IN ('complete', 'like')), - count(*) FILTER (WHERE outcome IN ('skip_early', 'dislike')), - count(*) FILTER (WHERE outcome = 'like') + SELECT count(*), count(DISTINCT wave_session_id), `+waveOutcomes+` FROM wave_impressions WHERE served_at > now() - interval '7 days'`). Scan(&m.Served, &m.Sessions, &judged, &through, &early, &liked) if err != nil { return WaveMetrics{}, fmt.Errorf("library: wave metrics: %w", err) } - if judged > 0 { - lt, es, lr := float32(through)/float32(judged), float32(early)/float32(judged), float32(liked)*100/float32(judged) - m.ListenThrough, m.EarlySkip, m.LikeRate = <, &es, &lr + m.WaveRates = rates(judged, through, early, liked) + + rows, err := st.pool.Query(ctx, ` + SELECT coalesce(model_ver, ''), count(*), `+waveOutcomes+` + FROM wave_impressions WHERE served_at > now() - interval '7 days' + GROUP BY 1 ORDER BY 2 DESC`) + if err != nil { + return WaveMetrics{}, fmt.Errorf("library: wave metrics by model: %w", err) } - return m, nil + defer rows.Close() + m.ByModel = []WaveModelMetrics{} + for rows.Next() { + var mm WaveModelMetrics + if err := rows.Scan(&mm.ModelVer, &mm.Served, &judged, &through, &early, &liked); err != nil { + return WaveMetrics{}, fmt.Errorf("library: wave metrics by model: %w", err) + } + mm.WaveRates = rates(judged, through, early, liked) + m.ByModel = append(m.ByModel, mm) + } + return m, rows.Err() } // FingerprintTodo — файл, которому нужны отпечатки.