feat(recommendations): collect demographics and advance age cohorts
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@@ -53,6 +53,24 @@ const (
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HealthStatusStatusOk HealthStatusStatus = "ok"
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)
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// Defines values for OnboardingChoiceAgeGroup.
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const (
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N1319 OnboardingChoiceAgeGroup = "13_19"
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N2029 OnboardingChoiceAgeGroup = "20_29"
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N3039 OnboardingChoiceAgeGroup = "30_39"
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N4049 OnboardingChoiceAgeGroup = "40_49"
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N5059 OnboardingChoiceAgeGroup = "50_59"
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N60Plus OnboardingChoiceAgeGroup = "60_plus"
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Under13 OnboardingChoiceAgeGroup = "under_13"
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)
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// Defines values for OnboardingChoiceGender.
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const (
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Female OnboardingChoiceGender = "female"
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Male OnboardingChoiceGender = "male"
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Other OnboardingChoiceGender = "other"
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)
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// Defines values for PlayEventContextType.
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const (
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PlayEventContextTypeAlbum PlayEventContextType = "album"
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@@ -603,6 +621,7 @@ type Onboarding struct {
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Name string `json:"name"`
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TrackCount int `json:"track_count"`
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} `json:"artists"`
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Choice *OnboardingChoice `json:"choice,omitempty"`
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Genres []struct {
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Name string `json:"name"`
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TrackCount int `json:"track_count"`
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@@ -612,10 +631,22 @@ type Onboarding struct {
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// OnboardingChoice defines model for OnboardingChoice.
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type OnboardingChoice struct {
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ArtistIds []openapi_types.UUID `json:"artist_ids"`
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Genres []string `json:"genres"`
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// AgeGroup Текущая приблизительная возрастная группа. Сервер хранит год выбора и учитывает прошедшие годы.
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AgeGroup *OnboardingChoiceAgeGroup `json:"age_group"`
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// AgeGroupYear Год последнего выбора возрастной группы.
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AgeGroupYear *int `json:"age_group_year,omitempty"`
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ArtistIds []openapi_types.UUID `json:"artist_ids"`
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Gender *OnboardingChoiceGender `json:"gender"`
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Genres []string `json:"genres"`
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}
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// OnboardingChoiceAgeGroup Текущая приблизительная возрастная группа. Сервер хранит год выбора и учитывает прошедшие годы.
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type OnboardingChoiceAgeGroup string
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// OnboardingChoiceGender defines model for OnboardingChoice.Gender.
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type OnboardingChoiceGender string
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// PathPattern defines model for PathPattern.
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type PathPattern struct {
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IsEnabled bool `json:"is_enabled"`
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@@ -1882,7 +1913,7 @@ type ServerInterface interface {
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// Завершить сессию на устройстве
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// (DELETE /api/v1/me/sessions/{id})
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RevokeMySession(w http.ResponseWriter, r *http.Request, id openapi_types.UUID)
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// Онбординг вкуса — исполнители и жанры библиотеки для выбора
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// Анкета рекомендаций — варианты, сохранённые ответы и необходимость заполнения
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// (GET /api/v1/onboarding)
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GetOnboarding(w http.ResponseWriter, r *http.Request)
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// Страница поиска
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@@ -2355,7 +2386,7 @@ func (_ Unimplemented) RevokeMySession(w http.ResponseWriter, r *http.Request, i
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w.WriteHeader(http.StatusNotImplemented)
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}
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// Онбординг вкуса — исполнители и жанры библиотеки для выбора
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// Анкета рекомендаций — варианты, сохранённые ответы и необходимость заполнения
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// (GET /api/v1/onboarding)
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func (_ Unimplemented) GetOnboarding(w http.ResponseWriter, r *http.Request) {
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w.WriteHeader(http.StatusNotImplemented)
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@@ -8304,7 +8335,7 @@ type StrictServerInterface interface {
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// Завершить сессию на устройстве
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// (DELETE /api/v1/me/sessions/{id})
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RevokeMySession(ctx context.Context, request RevokeMySessionRequestObject) (RevokeMySessionResponseObject, error)
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// Онбординг вкуса — исполнители и жанры библиотеки для выбора
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// Анкета рекомендаций — варианты, сохранённые ответы и необходимость заполнения
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// (GET /api/v1/onboarding)
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GetOnboarding(ctx context.Context, request GetOnboardingRequestObject) (GetOnboardingResponseObject, error)
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// Страница поиска
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@@ -10879,286 +10910,291 @@ func (sh *strictHandler) GetReadyz(w http.ResponseWriter, r *http.Request) {
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// Base64 encoded, gzipped, json marshaled Swagger object
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var swaggerSpec = []string{
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|
||||
"HmTRoRN0jBbEG69b8b/FX8wiuiWqQKlCvQvptSPQ6v9y/9c3vTab+twnAzIgrZWB67ateUt8PAhJ0Ppk",
|
||||
"4Ec2ftektu0WujRxwvxJ0W61LaqExcBDC71Nu6AsjQp6Z5xlK8tX1ENDmgFrp2HMjZOKD1nzjHp8/7n2",
|
||||
"GbxzJOtrgMorU/nV3gZiT4+sGdEvpmlV64mk7zWZBmdUEsiMzi4ZCfgV0HEE4kyylUJkjpMv4gOlBRz9",
|
||||
"LT1OM9DxAfwvR+DUvc9aQQytD/vEu7L4/my+yu9jJ1rrBvYdqSdkhSqIB+imwbuvKZMNbupdMCqOwPta",
|
||||
"Y6mEGJUHdOiJ+0JAT8jIqmjGoW+YxZVUZ3S6g7UKyfme45GSSGjNnav/X+/vrNvdWhpG/RvC1Gnen+yc",
|
||||
"4vj3A9JZI53bBffl77PO2KxIQkDKOWvpvSvnLlx8A0x60Q9WNuV5Q1lmkzC46pmu3wn5hOZ63b96XXPy",
|
||||
"F9k8z6InHx/rlXblSyfxHejLxxv6S15ExG7gCgiEWPe4Jx/Dos/R53di1gRVp0gbRkL9FB6b+n7gMLpt",
|
||||
"+B3HYWMhx+c89otQQ+K2qWMjfsv0tmwv1aLG7yfegJAQz+wEuGYH/DQu0QcrX8aUII/qvWmxpfFYumnN",
|
||||
"slJY6AeUktihlyMSVKXMwOO00fLmR/A1Euct0nFqSSVSm7J3/AH+SGBzLuhccEq/dfxNpX7r/8mwUmpK",
|
||||
"o8sGwLmSw3Ao5LYE+l3D3h1s6z5jJdMsTI7ZHMMTMPode53M+/2oMCHsXRJ9bK+TD/vRtBPC5GEq5GXU",
|
||||
"lXmEsmqMvvgM1DwHUuFhGoGz75z/kceanbIshLKKNSC2nH6nFytLkR0Awad0xdNXwxh6oLPztQ4kAfQU",
|
||||
"JZVJbTVFjdWj02EvpVv8e3gZWiHf/pnqkcmTtAHT1rcvq+9aaQ7f215XbF3pXfCvryKVTjSeyq/6dNm7",
|
||||
"3GOuyyyfMjuDo+7umeupxQyeAfKrjZ0zVYKpskV1nXmN/GLZIxZViSAjkWVncZcOhx9C8AJsnMbD7RMe",
|
||||
"jXmPbsPEzeBURtJKxZ+Qu9MWij9hLPTqWOarevkEahmTLcj5UPkQ8kN5T27oCyal91OdhIGpbitAMim+",
|
||||
"t54t1ojtRms/L1Ik3mOPTBNQAoZAv0sBrtgvUShaGCQsDjX+C8QRRfrHsfwCNR9MzjQIiN3dKKTGdXxi",
|
||||
"uoAM3Y0CWjAsp+cspWAzzXNhPny5/QzlyosLr53Z5P6Aecai8CGfS6qd+AgZeJSfftEe/xOYlUfYhpfv",
|
||||
"9FH8FOEAeChZSpxlyXrb1kxF8s1qGUWd06eNZWIHJLgyiNboFKlAxFQpFKSDwG1casyDoGTv+lTkFeA7",
|
||||
"7zXFJ4DVKv3dI8q30C1R+sB1lgNKDekjHpySPmLZXNInIpIu/zCtQJE+BWEhT6Hfb9y7de//BgAA//8s",
|
||||
"7iBqh3IBAA==",
|
||||
}
|
||||
|
||||
// GetSwagger returns the content of the embedded swagger specification file
|
||||
|
||||
@@ -8,6 +8,7 @@ import (
|
||||
"github.com/google/uuid"
|
||||
|
||||
"pipu/api/internal/api/gen"
|
||||
"pipu/api/internal/platform/apperr"
|
||||
)
|
||||
|
||||
// Онбординг вкуса (docs/recommendations.md#7): новый пользователь отмечает исполнителей и жанры — рекомендатель
|
||||
@@ -16,8 +17,6 @@ import (
|
||||
const (
|
||||
onboardingArtists = 40
|
||||
onboardingGenres = 24
|
||||
// История, после которой онбординг уже не предлагается: вкус и так виден по прослушиваниям.
|
||||
onboardingMinHistory = 10
|
||||
)
|
||||
|
||||
// GetOnboarding реализует gen.StrictServerInterface.
|
||||
@@ -27,13 +26,18 @@ func (h *Handler) GetOnboarding(ctx context.Context, _ gen.GetOnboardingRequestO
|
||||
return nil, err
|
||||
}
|
||||
out := gen.GetOnboarding200JSONResponse{}
|
||||
var done bool
|
||||
var plays int
|
||||
var raw []byte
|
||||
if err := h.pool.QueryRow(ctx, `
|
||||
SELECT EXISTS (SELECT 1 FROM user_profiles_rec WHERE user_id = $1 AND onboarding IS NOT NULL),
|
||||
(SELECT count(*) FROM user_track_stats WHERE user_id = $1)`, p.UserID).Scan(&done, &plays); err != nil {
|
||||
SELECT (SELECT onboarding || jsonb_build_object('age_group', rec_age_group(onboarding))
|
||||
FROM user_profiles_rec WHERE user_id = $1)`, p.UserID).Scan(&raw); err != nil {
|
||||
return nil, fmt.Errorf("wave: onboarding state: %w", err)
|
||||
}
|
||||
if len(raw) > 0 {
|
||||
out.Choice = &gen.OnboardingChoice{}
|
||||
if err := json.Unmarshal(raw, out.Choice); err != nil {
|
||||
return nil, err
|
||||
}
|
||||
}
|
||||
|
||||
rows, err := h.pool.Query(ctx, `
|
||||
SELECT a.id, a.name, count(*) AS n,
|
||||
@@ -112,7 +116,7 @@ func (h *Handler) GetOnboarding(ctx context.Context, _ gen.GetOnboardingRequestO
|
||||
TrackCount int `json:"track_count"`
|
||||
}{}
|
||||
}
|
||||
out.Required = !done && plays < onboardingMinHistory && len(out.Artists) > 0
|
||||
out.Required = out.Choice == nil
|
||||
return out, nil
|
||||
}
|
||||
|
||||
@@ -122,6 +126,19 @@ func (h *Handler) SaveOnboarding(ctx context.Context, req gen.SaveOnboardingRequ
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
if req.Body == nil {
|
||||
return nil, apperr.Validation("body", "common.bad_request", "body required", nil)
|
||||
}
|
||||
if req.Body.Gender != nil && *req.Body.Gender != "male" && *req.Body.Gender != "female" && *req.Body.Gender != "other" {
|
||||
return nil, apperr.Validation("gender", "common.bad_request", "invalid gender", nil)
|
||||
}
|
||||
if req.Body.AgeGroup != nil {
|
||||
switch *req.Body.AgeGroup {
|
||||
case "under_13", "13_19", "20_29", "30_39", "40_49", "50_59", "60_plus":
|
||||
default:
|
||||
return nil, apperr.Validation("age_group", "common.bad_request", "invalid age group", nil)
|
||||
}
|
||||
}
|
||||
ids := req.Body.ArtistIds
|
||||
if ids == nil {
|
||||
ids = []uuid.UUID{}
|
||||
@@ -130,10 +147,15 @@ func (h *Handler) SaveOnboarding(ctx context.Context, req gen.SaveOnboardingRequ
|
||||
if genres == nil {
|
||||
genres = []string{}
|
||||
}
|
||||
raw, _ := json.Marshal(map[string]any{"artist_ids": ids, "genres": genres})
|
||||
raw, _ := json.Marshal(map[string]any{"artist_ids": ids, "genres": genres, "gender": req.Body.Gender, "age_group": req.Body.AgeGroup})
|
||||
if _, err := h.pool.Exec(ctx, `
|
||||
INSERT INTO user_profiles_rec (user_id, onboarding, updated_at) VALUES ($1, $2, now())
|
||||
ON CONFLICT (user_id) DO UPDATE SET onboarding = EXCLUDED.onboarding, updated_at = now()`,
|
||||
INSERT INTO user_profiles_rec (user_id, onboarding, updated_at) VALUES ($1, $2::jsonb || jsonb_build_object('age_group_year', EXTRACT(YEAR FROM CURRENT_DATE)::int), now())
|
||||
ON CONFLICT (user_id) DO UPDATE SET onboarding = CASE
|
||||
WHEN rec_age_group(user_profiles_rec.onboarding) = EXCLUDED.onboarding->>'age_group'
|
||||
THEN EXCLUDED.onboarding || jsonb_build_object(
|
||||
'age_group', user_profiles_rec.onboarding->'age_group',
|
||||
'age_group_year', user_profiles_rec.onboarding->'age_group_year')
|
||||
ELSE EXCLUDED.onboarding END, updated_at = now()`,
|
||||
p.UserID, raw); err != nil {
|
||||
return nil, fmt.Errorf("wave: save onboarding: %w", err)
|
||||
}
|
||||
|
||||
@@ -373,7 +373,18 @@ func (h *Handler) record(ctx context.Context, s session, picks []Pick, modelVer
|
||||
// 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 (
|
||||
WITH own AS (
|
||||
SELECT onboarding FROM user_profiles_rec WHERE user_id = $1
|
||||
), cohort AS (
|
||||
SELECT r.track_id FROM track_reactions r
|
||||
JOIN user_profiles_rec p ON p.user_id = r.user_id
|
||||
JOIN users u ON u.id = p.user_id, own
|
||||
WHERE r.reaction = 'like' AND p.user_id <> $1 AND NOT u.is_blocked
|
||||
AND (own.onboarding->>'gender' IS NOT NULL OR rec_age_group(own.onboarding) IS NOT NULL)
|
||||
AND (own.onboarding->>'gender' IS NULL OR p.onboarding->>'gender' = own.onboarding->>'gender')
|
||||
AND (rec_age_group(own.onboarding) IS NULL OR rec_age_group(p.onboarding) = rec_age_group(own.onboarding))
|
||||
GROUP BY r.track_id HAVING count(DISTINCT r.user_id) >= 2
|
||||
), 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
|
||||
@@ -384,7 +395,12 @@ func (h *Handler) fallback(ctx context.Context, s session, served []string) ([]P
|
||||
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
|
||||
WHEN EXISTS (SELECT 1 FROM own, track_artists ta
|
||||
WHERE ta.track_id = t.id AND own.onboarding->'artist_ids' ? ta.artist_id::text) THEN 'onboarding'
|
||||
WHEN EXISTS (SELECT 1 FROM own, track_genres tg JOIN genres g ON g.id = tg.genre_id
|
||||
WHERE tg.track_id = t.id AND own.onboarding->'genres' ? g.name) THEN 'onboarding'
|
||||
WHEN t.id IN (SELECT track_id FROM cohort) THEN 'cohort'
|
||||
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
|
||||
@@ -395,7 +411,7 @@ func (h *Handler) fallback(ctx context.Context, s session, served []string) ([]P
|
||||
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
|
||||
SELECT * FROM pool ORDER BY CASE source WHEN 'liked' THEN 0 WHEN 'artist' THEN 1 WHEN 'onboarding' THEN 2 WHEN 'cohort' THEN 3 ELSE 4 END, random() LIMIT 200
|
||||
) c
|
||||
ORDER BY artist_id, random()
|
||||
LIMIT 50`, s.UserID, served)
|
||||
@@ -410,7 +426,7 @@ func (h *Handler) fallback(ctx context.Context, s session, served []string) ([]P
|
||||
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}
|
||||
rank := map[string]int{"liked": 0, "artist": 1, "onboarding": 2, "cohort": 3, "random": 4}
|
||||
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.
|
||||
|
||||
Reference in new issue
Block a user