--  avg_tag_ltv

WITH ga AS (
    SELECT
        id,
        name,
        bind_game_id
    FROM public.gm_apply
    WHERE bind_type = 1 AND bind_game_type = 1
),
tg AS (
    SELECT
        game_id,
        string_agg(DISTINCT CASE WHEN tag in ('神器','复古','沉默','火龙','合击','迷失','小极品','大极品','二合一','铭文','冰雪','宠物','战神','暗黑','元素','忘忧','BUFF','天罡') THEN tag ELSE NULL END,',') AS play_tag,
        string_agg(DISTINCT CASE WHEN tag in ('1.70','1.76','1.80','1.85','1.95')THEN tag ELSE NULL END, ',') AS ver_tag,
        string_agg(DISTINCT CASE WHEN tag in ('经典','微变','中变','超变') THEN tag ELSE NULL END,',') AS value_tag,
        string_agg(DISTINCT CASE WHEN tag in ('单职业','三职业','多职业') THEN tag ELSE NULL END,',') AS job_tag,
        string_agg(DISTINCT CASE WHEN tag in ('3D','开服1年','开服2年','开服3年','开服4年') THEN tag ELSE NULL END,',') AS feature_tag
    FROM public.game_tags
    GROUP BY game_id
),
po AS (
    SELECT
        appid,
        ds,
        user_id,
        SUM(amount) / 100 AS pay_amount
    FROM public.ods_payment_order
    WHERE status = 1
    AND ds BETWEEN '${startdate}' AND '${bizdate}'
    GROUP BY appid, ds, user_id
),
na AS (
    SELECT
        ds,
        appid,
        user_id
    FROM public.ods_newly_account
    WHERE 1=1
    AND ds BETWEEN '${startdate}' AND '${bizdate}'
),

base_data AS (SELECT
        na.ds::date AS cohort_date,
        na.appid,
        ga.name AS appname,
        tg.play_tag,
        tg.ver_tag,
        tg.value_tag,
        tg.job_tag,
        tg.feature_tag,
        na.user_id,
        po.pay_amount,
        po.ds::date - na.ds::date AS n_day
    FROM na
    INNER JOIN
    ga ON na.appid = ga.id
    LEFT JOIN
    po ON na.appid = po.appid AND na.user_id = po.user_id AND po.ds::date BETWEEN na.ds::date AND na.ds::date + 120
    LEFT JOIN
    tg ON ga.bind_game_id = tg.game_id),
ltv_base AS (
SELECT
    TO_CHAR(DATE_TRUNC('month', cohort_date), 'YYYY-MM') AS data_month,
    appid,
    play_tag,
    -- appname,
    UNIQ(user_id) AS new_cnt,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 0 AND n_day <= 0 THEN pay_amount ELSE NULL END) AS amount0,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 1 AND n_day <= 1 THEN pay_amount ELSE NULL END) AS amount1,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 2 AND n_day <= 2 THEN pay_amount ELSE NULL END) AS amount2,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 3 AND n_day <= 3 THEN pay_amount ELSE NULL END) AS amount3,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 4 AND n_day <= 4 THEN pay_amount ELSE NULL END) AS amount4,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 5 AND n_day <= 5 THEN pay_amount ELSE NULL END) AS amount5,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 6 AND n_day <= 6 THEN pay_amount ELSE NULL END) AS amount6,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 7 AND n_day <= 7 THEN pay_amount ELSE NULL END) AS amount7,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 8 AND n_day <= 8 THEN pay_amount ELSE NULL END) AS amount8,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 9 AND n_day <= 9 THEN pay_amount ELSE NULL END) AS amount9,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 10 AND n_day <= 10 THEN pay_amount ELSE NULL END) AS amount10,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 11 AND n_day <= 11 THEN pay_amount ELSE NULL END) AS amount11,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 12 AND n_day <= 12 THEN pay_amount ELSE NULL END) AS amount12,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 13 AND n_day <= 13 THEN pay_amount ELSE NULL END) AS amount13,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 14 AND n_day <= 14 THEN pay_amount ELSE NULL END) AS amount14,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 15 AND n_day <= 15 THEN pay_amount ELSE NULL END) AS amount15,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 16 AND n_day <= 16 THEN pay_amount ELSE NULL END) AS amount16,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 17 AND n_day <= 17 THEN pay_amount ELSE NULL END) AS amount17,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 18 AND n_day <= 18 THEN pay_amount ELSE NULL END) AS amount18,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 19 AND n_day <= 19 THEN pay_amount ELSE NULL END) AS amount19,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 20 AND n_day <= 20 THEN pay_amount ELSE NULL END) AS amount20,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 21 AND n_day <= 21 THEN pay_amount ELSE NULL END) AS amount21,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 22 AND n_day <= 22 THEN pay_amount ELSE NULL END) AS amount22,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 23 AND n_day <= 23 THEN pay_amount ELSE NULL END) AS amount23,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 24 AND n_day <= 24 THEN pay_amount ELSE NULL END) AS amount24,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 25 AND n_day <= 25 THEN pay_amount ELSE NULL END) AS amount25,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 26 AND n_day <= 26 THEN pay_amount ELSE NULL END) AS amount26,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 27 AND n_day <= 27 THEN pay_amount ELSE NULL END) AS amount27,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 28 AND n_day <= 28 THEN pay_amount ELSE NULL END) AS amount28,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 29 AND n_day <= 29 THEN pay_amount ELSE NULL END) AS amount29,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 30 AND n_day <= 30 THEN pay_amount ELSE NULL END) AS amount30,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 31 AND n_day <= 31 THEN pay_amount ELSE NULL END) AS amount31,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 45 AND n_day <= 45 THEN pay_amount ELSE NULL END) AS amount45,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 60 AND n_day <= 60 THEN pay_amount ELSE NULL END) AS amount60,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 90 AND n_day <= 90 THEN pay_amount ELSE NULL END) AS amount90,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 120 AND n_day <= 120 THEN pay_amount ELSE NULL END) AS amount120,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 0 AND n_day <= 0 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV0,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 1 AND n_day <= 1 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV1,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 2 AND n_day <= 2 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV2,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 3 AND n_day <= 3 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV3,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 4 AND n_day <= 4 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV4,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 5 AND n_day <= 5 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV5,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 6 AND n_day <= 6 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV6,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 7 AND n_day <= 7 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV7,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 8 AND n_day <= 8 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV8,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 9 AND n_day <= 9 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV9,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 10 AND n_day <= 10 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV10,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 11 AND n_day <= 11 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV11,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 12 AND n_day <= 12 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV12,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 13 AND n_day <= 13 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV13,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 14 AND n_day <= 14 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV14,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 15 AND n_day <= 15 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV15,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 16 AND n_day <= 16 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV16,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 17 AND n_day <= 17 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV17,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 18 AND n_day <= 18 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV18,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 19 AND n_day <= 19 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV19,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 20 AND n_day <= 20 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV20,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 21 AND n_day <= 21 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV21,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 22 AND n_day <= 22 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV22,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 23 AND n_day <= 23 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV23,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 24 AND n_day <= 24 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV24,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 25 AND n_day <= 25 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV25,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 26 AND n_day <= 26 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV26,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 27 AND n_day <= 27 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV27,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 28 AND n_day <= 28 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV28,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 29 AND n_day <= 29 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV29,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 30 AND n_day <= 30 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV30,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 31 AND n_day <= 31 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV31,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 45 AND n_day <= 45 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV45,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 60 AND n_day <= 60 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV60,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 90 AND n_day <= 90 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV90,
    SUM(CASE WHEN CURRENT_DATE - cohort_date - 1 >= 120 AND n_day <= 120 THEN pay_amount ELSE NULL END)::numeric / UNIQ(user_id)::numeric AS LTV120

FROM base_data
WHERE play_tag IS NOT NULL
GROUP BY GROUPING SETS((data_month, appid, play_tag), (appid, play_tag)))


INSERT INTO
     datasci.ads_996eco_index_ltv_m (index_type,data_month,play_tag,acc_count,ltv0,ltv1,ltv2,ltv3,ltv4,ltv5,ltv6,ltv7,ltv8,ltv9,ltv10,ltv11,ltv12,ltv13,ltv14,ltv15,ltv16,ltv17,ltv18,ltv19,ltv20,ltv21,ltv22,ltv23,ltv24,ltv25,ltv26,ltv27,ltv28,ltv29,ltv30,ltv31,ltv45,ltv60,ltv90,ltv120)
SELECT
    'avg_tag_ltv' index_type,
    data_month,
    play_tag,
    AVG(new_cnt) AS acc_count,
    AVG(ltv0) AS ltv0,
    AVG(ltv1) AS ltv1,
    AVG(ltv2) AS ltv2,
    AVG(ltv3) AS ltv3,
    AVG(ltv4) AS ltv4,
    AVG(ltv5) AS ltv5,
    AVG(ltv6) AS ltv6,
    AVG(ltv7) AS ltv7,
    AVG(ltv8) AS ltv8,
    AVG(ltv9) AS ltv9,
    AVG(ltv10) AS ltv10,
    AVG(ltv11) AS ltv11,
    AVG(ltv12) AS ltv12,
    AVG(ltv13) AS ltv13,
    AVG(ltv14) AS ltv14,
    AVG(ltv15) AS ltv15,
    AVG(ltv16) AS ltv16,
    AVG(ltv17) AS ltv17,
    AVG(ltv18) AS ltv18,
    AVG(ltv19) AS ltv19,
    AVG(ltv20) AS ltv20,
    AVG(ltv21) AS ltv21,
    AVG(ltv22) AS ltv22,
    AVG(ltv23) AS ltv23,
    AVG(ltv24) AS ltv24,
    AVG(ltv25) AS ltv25,
    AVG(ltv26) AS ltv26,
    AVG(ltv27) AS ltv27,
    AVG(ltv28) AS ltv28,
    AVG(ltv29) AS ltv29,
    AVG(ltv30) AS ltv30,
    AVG(ltv31) AS ltv31,
    AVG(ltv45) AS ltv45,
    AVG(ltv60) AS ltv60,
    AVG(ltv90) AS ltv90,
    AVG(ltv120) AS ltv120
FROM ltv_base
WHERE new_cnt > 100
GROUP BY 1, 2, 3;