DataCenterGame/app/etl/data_stat_task.py

from model.DataBaseUtils import MysqlUtils,CkUtils
from model.DateUtils import DateUtils
from model.log import logger
log=logger()
db = MysqlUtils()
ck = CkUtils()
dt = DateUtils()
from datetime import datetime
from sync_to_ck_task import dw_order_channel_cost_sync_ck



def dw_daily_channel_cost(ymd):
    sql="""replace into dw_daily_channel_cost
        select dt,x.channel,pitcher,stage,platform,book,
               ifnull(view_count,0),ifnull(click_count,0),ifnull(follow_user,0),ifnull(cost,0)/100 as cost,
               ifnull(web_view_count,0) web_view_count,
               ifnull(platform_view_count,0) platform_view_count,
               ifnull(web_order_count,0) web_order_count,
               ifnull(type,'') 
                 from
        (select dt,channel,stage,pitcher,platform,book from channel_info_daily where dt='{0}' and channel!='') x  
        left join
        (select channel,sum(cost) as cost,sum(view_count) as view_count,sum(valid_click_count) as click_count,sum(from_follow_uv)  as follow_user,
         sum(web_view_count) as web_view_count,sum(platform_view_count) as platform_view_count,sum(web_order_count) as web_order_count
         from
            (select account_id,cost,view_count,valid_click_count,round(valid_click_count*official_account_follow_rate,0) as from_follow_uv,
            0 as  web_view_count,
            0 as platform_view_count,
            0 as web_order_count
             from daily_vx where date='{0} 00:00:00'
            union
            select account_id,cost,view_count,valid_click_count,from_follow_uv,
            ifnull(web_commodity_page_view_count,0) as  web_view_count, 
            ifnull(platform_page_view_count,0) as platform_view_count,
            ifnull(web_order_count,0) as web_order_count
             from daily_qq where date='{0} 00:00:00') a
        left join
        (select account_id,channel from channel_by_account_daily where dt='{0}') b on a.account_id=b.account_id  group by channel) 
        z on x.channel=z.channel 
        left join (SELECT channel,type from channel_by_account_daily GROUP By channel,type) k on x.channel=k.channel
        
        """.format(ymd)
    print(sql)

    db.quchen_text.execute(sql)


def channel_by_account_daily(ymd):
    """返回当天消耗账户对应的公众号表"""
    sql="""replace into channel_by_account_daily 
            select  '{0}' as dt,a.account_id as account_id, ifnull(ifnull(b.name,a.name),'') as channel,type  from
            (select  account_id,name,'qq' as type from advertiser_qq 
             union 
             select account_id,name,'vx' as type from advertiser_vx
             ) a
                left join
            (select b.account_id,b.name from
            (select min(end_time) as end_time,account_id from account_change where end_time>'{0}' GROUP BY account_id) a
            left join account_change  b on  a.end_time=b.end_time and a.account_id=b.account_id) b on a.account_id=b.account_id""".format(ymd)
    print(sql)
    db.quchen_text.execute(sql)

def channel_info_daily(ymd):
    """获取公众号某天的期数，投手，平台，书籍
    @ return [[]]
    """
    # 获取现在的全量公众号信息
    sql="""select '{}' as dt,a.name ,ifnull(stage,''),ifnull(pitcher,''),ifnull(platform,''),ifnull(book,'') from (
            select  name from advertiser_vx  where name is not null group by name--  公众号全量表
            union
            select  name from advertiser_qq where name is not null group by name
            union
            select  name from account_change group by name
            union
            select channel as name   from pitcher_change group by channel
            union
            select  name from platform_change group by name
            union
            select  name from book_change group by name) a left join (
            select name,ifnull(stage,'') stage,ifnull(pitcher,'') pitcher,ifnull(platform,'') platform,ifnull(book,'') book from advertiser_qq where name is not null  group by name,stage,pitcher,platform,book
             union
                select name,ifnull(stage,'') stage,ifnull(pitcher,'') pitcher,ifnull(platform,'') platform,ifnull(book,'') book from advertiser_vx where name is not null and name !=''
                ) b on a.name=b.name
                """.format(ymd)
    data=db.quchen_text.get_data_list(sql)



    pitcher_change=db.quchen_text.getData(
                                          "select b.channel as channel,pitcher from "
                                          "(select max(start_time) as start_time,channel from pitcher_change "
                                     " where start_time<='{}' GROUP BY channel) a"
                                     " left join pitcher_change  b on  a.start_time=b.start_time and a.channel=b.channel".format(ymd))

    platform_change=db.quchen_text.getData("select b.name as channel,current_platform as platform from (select max(change_date) as change_date,name from platform_change "
                                          "where change_date<='{}' GROUP BY name) a "
                                          "left join platform_change  b on  a.change_date=b.change_date and a.name=b.name".format(ymd))

    book_change=db.quchen_text.getData("select b.name as channel,book from (select max(start_time) as start_time,name from book_change "
                                           "where start_time<='{}' GROUP BY name) a "
                                           "left join book_change  b on  a.start_time=b.start_time and a.name=b.name".format(ymd))

    for i in data:
        for j in pitcher_change:
            if i[1]==j[0]:
                i[3]=j[1]
        for k in platform_change:
            if i[1]==k[0]:
                i[4]=k[1]
        for h in book_change:
            if i[1]==h[0]:
                i[5]=h[1]


    print(data)
    insert_sql="replace into channel_info_daily values (%s,%s,%s,%s,%s,%s) "

    db.quchen_text.executeMany(insert_sql,data)


def ods_order(dt):
    sql="""	replace into ods_order
			select 
			case platform when '掌中云' then DATE_FORMAT(STR_TO_DATE(order_time,'%Y-%m-%dT%H:%i:%s'),'%Y-%m-%d') 
            when '掌读' then from_unixtime(order_time, '%Y-%m-%d') 
            ELSE order_time end  date,
            stage,platform,channel,channel_id,user_id,
            case when platform='掌中云' then DATE_FORMAT(STR_TO_DATE(order_time,'%Y-%m-%dT%H:%i:%s'),'%Y-%m-%d %H:%i:%s') 
            when platform='掌读' then from_unixtime(order_time, '%Y-%m-%d %H:%i:%s') 
            ELSE order_time end order_time,
            case when platform='掌中云' then DATE_FORMAT(STR_TO_DATE(reg_time,'%Y-%m-%dT%H:%i:%s'),'%Y-%m-%d %H:%i:%s') 
            when platform='掌读' then from_unixtime(reg_time, '%Y-%m-%d %H:%i:%s') 
            ELSE reg_time end reg_time,
			amount,from_novel,order_id from `order` where date=UNIX_TIMESTAMP('{}')
			""".format(dt)
    db.quchen_text.execute(sql)


def order_account_text():
    db.quchen_text.execute("truncate order_account_text")
    with open('./wending_account_config.csv',encoding='utf-8') as f:

        for i in f.readlines():
            db.quchen_text.execute("insert into order_account_text(platform,text) values ('文鼎','{}')".format(i))




def dw_daily_channel():
    """快照表 每日一更新  t-1"""
    sql="""insert into dw_daily_channel
select
       dt,channel,pitcher,stage,platform,book,
       order_count,order_user,order_amount,first_order_count,first_order_user,first_order_amount,
       view_count,click_count,follow_user,cost,reg_order_count,reg_order_user,reg_order_amount,reg_order_amount30,
       web_view_count,platform_view_count,web_order_count,total_cost,total_amount,reg_order_user_again,reg_order_user7,reg_order_user30,reg_order_amount7,type 
from
(select dt,channel, pitcher,stage,platform,book,cost,view_count,click_count,follow_user,web_view_count,platform_view_count,web_order_count,type from dw_daily_channel_cost) a
    left outer join
    (select toDate(formatDateTime(reg_time,'%Y-%m-%d')) as dt2,channel as channel2,
       sum(amount) as reg_order_amount,
       count(distinct user_id) as reg_order_user,
       count(1) as reg_order_count,
       sum(if(subtractDays(date, 30)>reg_time,0,amount)) as reg_order_amount30,
       count(distinct if(subtractDays(date, 7)>reg_time,'',user_id))-1 reg_order_user7,
       sum(if(subtractDays(date, 7)>reg_time,0,amount)) as reg_order_amount7,
       count(distinct if(subtractDays(date, 30)>reg_time,'',user_id))-1 reg_order_user30
       from order where reg_time>'2019-03-18 00:00:00' group by toDate(formatDateTime(reg_time,'%Y-%m-%d')),channel) b
        on dt=dt2 and channel=channel2 left outer join
     (select date as dt3,channel as channel3,
     count(1) as first_order_count,
        count(distinct user_id) as first_order_user,
             sum(amount) as first_order_amount
       from order where toDate(reg_time)=date  group by date,channel) c
        on dt=dt3 and channel=channel3
    left outer join
    (select date as dt4,channel as channel4,
     count(1) as order_count,
        count(distinct user_id) as order_user,
             sum(amount) as order_amount
       from order  group by date,channel) d
        on dt=dt4 and channel=channel4
left outer join
     (select dt dt5,channel channel5,total_cost,total_amount from dw_channel_daily_total ) e
         on dt=dt5 and channel=channel5

left outer join (
select sum(if(user_order_count>1,1,0)) reg_order_user_again,channel channel6,toDate(reg_date) dt6  from (
select formatDateTime(reg_time,'%Y-%m-%d') reg_date,channel,count(1) user_order_count
    from order group by formatDateTime(reg_time,'%Y-%m-%d') ,user_id,channel
    ) x group by reg_date,channel
    ) f on dt=dt6 and channel=channel6
        """
    ck.execute("truncate table dw_daily_channel")
    ck.execute(sql)
    print("ok")


def dm_pitcher_daily_page_total():

    sql=f"""
insert into dm_pitcher_daily_page_total
select '{dt.get_n_days(0)}' dt,
       pitcher,
       round(cost,2),
       round(amount,2),
       round(roi,4),
       channel_count,
       on_channel_count,
       channel_count-on_channel_count off_channel_count,
       round(this_month_cost,2),
       round(this_month_amount,2),
       if(this_month_cost = 0, 0, round(this_month_amount / this_month_cost, 4)) this_month_roi,
       last_month_cost,
       last_month_amount,
       if(last_month_cost = 0, 0, last_month_amount / last_month_cost) last_month_roi,
       round(last_month_far_amount,2),
       follow_user,
       if(last_month_cost = 0, 0, last_month_far_amount / last_month_cost) last_month_far_roi
from (select pitcher,
             sum(cost)                                cost,
             sum(order_amount)                        amount,
             sum(follow_user) follow_user,
             if(cost = 0, 0, round(amount / cost, 2)) roi
      from dw_daily_channel
      group by pitcher) q
         left outer join
     (select count(distinct channel) channel_count, pitcher
      from dw_daily_channel_cost
      where dt = '{dt.get_n_days(0)}'
      group by pitcher) w
     on q.pitcher = w.pitcher
         left outer join(
    select count(distinct channel) on_channel_count, pitcher
    from dw_daily_channel_cost
    where dt >= '{dt.get_n_days(-15)}'
      and cost > 0
    group by pitcher) e
                        on q.pitcher = e.pitcher
         left outer join (
    select pitcher,
           sum(cost)  this_month_cost
    from dw_daily_channel
    where dt >= '{dt.get_n_pre_month_first_day(0)}'
    group by pitcher) r
                         on q.pitcher = r.pitcher
         left outer join(
    select pitcher,
           sum(cost)  last_month_cost
    from dw_daily_channel
    where dt >= '{dt.get_n_pre_month_first_day(1)}'
      and dt < '{dt.get_n_pre_month_first_day(0)}'
    group by pitcher) t on q.pitcher = t.pitcher
         left outer join (
    select b.pitcher, sum(amount) last_month_far_amount
    from order a
             left outer join dw_daily_channel_cost b on a.channel = b.channel and a.date = b.dt
    where reg_time >= '{dt.get_n_pre_month_first_day(1)} 00:00:00' and reg_time<'{dt.get_n_pre_month_first_day(0)} 00:00:00'
    group by pitcher
    ) y on q.pitcher = y.pitcher
left outer join (
    select b.pitcher, sum(amount) last_month_amount
    from order a
             left outer join dw_daily_channel_cost b on a.channel = b.channel and a.date = b.dt
    where reg_time >= '{dt.get_n_pre_month_first_day(1)} 00:00:00' and reg_time<'{dt.get_n_pre_month_first_day(0)} 00:00:00' 
 and dt<'{dt.get_n_pre_month_first_day(0)}'
    group by pitcher
) p on q.pitcher=p.pitcher
left outer join (
    select b.pitcher, sum(amount) this_month_amount
    from order a
             left outer join dw_daily_channel_cost b on a.channel = b.channel and a.date = b.dt
    where reg_time >= '{dt.get_n_pre_month_first_day(0)} 00:00:00' 
    group by pitcher
) g on q.pitcher=g.pitcher


having pitcher != ''"""
    print(sql)
    ck.execute(f"alter table dm_pitcher_daily_page_total drop partition '{dt.get_n_days(0)}'")
    ck.execute(sql)


def dw_channel_daily_total(ymd):
    sql=f"""insert into dw_channel_daily_total
            select '{ymd}' dt,channel,total_cost,total_amount from
            (select channel,sum(cost) total_cost  from dw_daily_channel_cost where  dt<='{ymd}'  group by channel)a
            left outer join
            (select  channel,sum(amount) total_amount  from order where date<='{ymd}' group by channel) b
             on a.channel=b.channel"""
    ck.execute(f"alter table dw_channel_daily_total drop partition '{ymd}'")
    ck.execute(sql)



if __name__ == '__main__':
    # channel_by_account_daily('2020-12-17')
    # dw_daily_channel_cost('2020-12-17')
    # dw_order_channel_cost_sync_ck('2020-12-17')
    # exit(0)
    # ods_order('2020-12-20')
    # dw_daily_channel_plus()
    # exit()
    # dw_daily_channel()
    # exit(0)
    # dm_pitcher_daily_page_total()
    # dm_pitcher_daily_page_total()
    # dw_channel_daily_total('2021-01-11')
    dw_daily_channel_cost('2021-01-12')
    exit(0)

    # dw_daily_channel()
    # # exit(0)
    for i in dt.getDateLists('2019-03-18','2020-12-18'):
        print(i)
        channel_by_account_daily(i)
    #     order_sync_ck(today)
    #     # ods_order(i)
        # channel_info_daily(i)
        # dw_daily_channel_cost(i)
        # dw_order_channel_cost_sync_ck(i)
        # dw_channel_daily_total(i)