push codes

pm/daily_content_retention/en-cn.properties

+daily_content_retention=内容日报-次留率

pm/daily_content_retention/job/step1_1.job

+#step1_1.job
+type=command
+command=sh /home/bi/bi-report/lib/shell/waitsuccess.sh hive online bl_hdfs_maidian_updates
\ No newline at end of file

pm/daily_content_retention/job/step1_2.job

+#step1_2.job
+type=command
+command=sh /home/bi/bi-report/lib/shell/waitsuccess.sh hive online ml_device_day_active_status
\ No newline at end of file

pm/daily_content_retention/job/step1_3.job

+#step1_3.job
+type=command
+command=sh /home/bi/bi-report/lib/shell/waitsuccess.sh hive ml ML_D_CT_DV_DEVICECLEAN_DIMEN_D
\ No newline at end of file

pm/daily_content_retention/job/step1_4.job

+#step1_3.job
+type=command
+command=sh /home/bi/bi-report/lib/shell/waitsuccess.sh hive DIM DIM_AI_CHANNEL_ZP_NEW
\ No newline at end of file

pm/daily_content_retention/job/step2.job

+#step2.job
+type=command
+dependencies=step1_1,step1_2,step1_3,step1_4
+command=curl -X GET http://localhost:8553/api/report/email/daily_content_retention/weiyimin@igengmei.com/hanyingyue@igengmei.com
\ No newline at end of file

pm/daily_content_retention/report/daily_content_retention.sql

+select substr(day_id,1,6) as month
+        ,device_os_type
+        ,active_type
+        ,channel
+        ,round(avg(dau),0) as dau
+        ,round(avg(if(retention_rate=0,NULL,retention_rate)),2) as retention_rate
+        ,round(avg(home_good_click_uv),0) as home_good_click_uv
+        ,round(avg(if(home_good_click_quality=0,NULL,home_good_click_quality)),2) as home_good_click_quality
+        ,round(avg(home_ungood_click_uv),0) as home_ungood_click_uv
+        ,round(avg(if(home_ungood_click_quality=0,NULL,home_ungood_click_quality)),2) as home_ungood_click_quality
+        ,round(avg(no_click_uv),0) as no_click_uv
+        ,round(avg(if(no_click_uv_quality=0,NULL,no_click_uv_quality)),2) as no_click_uv_quality
+        ,round(avg(if(home_good_click_retention_quality=0,NULL,home_good_click_retention_quality)),2) as home_good_click_retention_quality
+
+from
+(
+    SELECT
+            day_id
+            ,device_os_type
+            ,active_type
+            ,channel
+            ,dau
+            ,COALESCE(CONCAT(ROUND(retention_num/dau*100,2),'%'),0) AS retention_rate
+            ,home_good_click_uv
+            ,COALESCE(ROUND(home_good_click_retention_num*dau/home_good_click_uv/retention_num,2),0) as home_good_click_quality
+            ,home_ungood_click_uv
+            ,COALESCE(ROUND(home_ungood_click_retention_num*dau/home_ungood_click_uv/retention_num,2),0) as home_ungood_click_quality
+            ,no_click_uv
+            ,COALESCE(ROUND(no_click_uv_retention_num*dau/no_click_uv/retention_num,2),0) as no_click_uv_quality
+            ,COALESCE(ROUND(home_good_click_uv_2*dau/home_good_click_uv/retention_num,2),0) as home_good_click_retention_quality
+    FROM
+    (
+        SELECT regexp_replace(substr(t1.partition_date,1,10),'-','') as day_id
+                ,device_os_type
+                ,active_type
+                ,channel
+                ,count(distinct t1.device_id) as dau
+                ,count(distinct t2.device_id) as retention_num
+                ,count(distinct t3.cl_id) as home_good_click_uv
+                ,count(distinct t5.cl_id) as home_good_click_uv_2
+                ,count(distinct case when t3.cl_id is not null then t2.device_id end) as home_good_click_retention_num
+                ,count(distinct case when t4.cl_id is not null and t3.cl_id is null then t4.cl_id end) as home_ungood_click_uv
+                ,count(distinct case when t4.cl_id is not null and t3.cl_id is null then t2.device_id end) as home_ungood_click_retention_num
+                ,count(distinct case when t4.cl_id is null and t3.cl_id is null then t1.device_id end) as no_click_uv
+                ,count(distinct case when t4.cl_id is not null and t3.cl_id is null then t2.device_id end) as no_click_uv_retention_num
+
+        FROM
+        (
+            SELECT partition_date,a.device_os_type,b.active_type,device_id,v.channel
+            FROM
+            (
+                SELECT concat_ws('-',substr(partition_date,1,4),substr(partition_date,5,2),substr(partition_date,7,2)) AS partition_date
+                        ,array(device_os_type,'合计') as device_os_type
+                        ,array(CASE WHEN active_type = '4'  THEN '老活跃设备'
+                              WHEN active_type  IN ('1','2')  THEN '新增设备' END,'合计') AS active_type
+                        ,device_id
+                        ,array(CASE WHEN tmp.is_ai_channel='true' THEN 'AI' ELSE '其他' END , '合计') as channel
+                FROM online.ml_device_day_active_status m
+                    LEFT JOIN
+                    (SELECT code,is_spam,is_ai_channel,partition_day
+                        FROM DIM.DIM_AI_CHANNEL_ZP_NEW
+                        WHERE partition_day >='${start_date}' and partition_day<=regexp_replace(DATE_SUB(current_date,1) ,'-',''))tmp
+                    on first_channel_source_type=tmp.code and m.partition_date=tmp.partition_day
+                WHERE partition_date>='${start_date}' AND partition_date<=regexp_replace(DATE_SUB(current_date,1) ,'-','')
+                AND active_type IN ('1','2','4')
+                AND first_channel_source_type not IN ('yqxiu1','yqxiu2','yqxiu3','yqxiu4','yqxiu5','mxyc1','mxyc2','mxyc3'
+                        ,'wanpu','jinshan','jx','maimai','zhuoyi','huatian','suopingjingling','mocha','mizhe','meika','lamabang'
+                        ,'js-az1','js-az2','js-az3','js-az4','js-az5','jfq-az1','jfq-az2','jfq-az3','jfq-az4','jfq-az5','toufang1'
+                        ,'toufang2','toufang3','toufang4','toufang5','toufang6','TF-toufang1','TF-toufang2','TF-toufang3','TF-toufang4'
+                        ,'TF-toufang5','tf-toufang1','tf-toufang2','tf-toufang3','tf-toufang4','tf-toufang5','benzhan','promotion_aso100'
+                        ,'promotion_qianka','promotion_xiaoyu','promotion_dianru','promotion_malioaso','promotion_malioaso-shequ'
+                        ,'promotion_shike','promotion_julang_jl03','promotion_zuimei','','unknown')
+                AND first_channel_source_type not LIKE 'promotion\_jf\_%'
+            )mas
+            lateral view explode(mas.device_os_type ) a as device_os_type
+            lateral view explode(mas.active_type ) b as active_type
+            lateral view explode(mas.channel ) v as channel
+        )t1
+        LEFT JOIN
+        (--活跃设备
+            SELECT device_id
+                    ,concat_ws('-',substr(partition_date,1,4),substr(partition_date,5,2),substr(partition_date,7,2)) AS partition_date
+            FROM online.ml_device_day_active_status
+            WHERE partition_date>='${start_date}' AND partition_date<=regexp_replace(DATE_SUB(current_date,1) ,'-','')
+        )t2
+        ON t1.device_id=t2.device_id and date_add(t1.partition_date,1)=t2.partition_date
+
+        left join
+        (
+            SELECT concat_ws('-',substr(partition_date,1,4),substr(partition_date,5,2),substr(partition_date,7,2)) AS partition_date
+                    ,cl_id
+                    ,count(distinct time_str) as pv
+            FROM online.bl_hdfs_maidian_updates
+            WHERE partition_date>='${start_date}' AND partition_date<=regexp_replace(DATE_SUB(current_date,1) ,'-','')
+            and referrer='home'
+            AND action = 'page_view'
+            AND page_name IN ('diary_detail','topic_detail','post_detail','user_post_detail','doctor_post_detail','question_detail','answer_detail','question_answer_detail',
+                              'video_steep','article_detail','wiki_detail','product_detail','wiki_brand','wiki_collect','welfare_detail')
+            and page_stay>=20
+            group by partition_date,cl_id
+        )t3
+        on t1.partition_date=t3.partition_date and t1.device_id=t3.cl_id
+        left join
+        (
+            SELECT concat_ws('-',substr(partition_date,1,4),substr(partition_date,5,2),substr(partition_date,7,2)) AS partition_date
+                    ,cl_id
+                    ,count(distinct time_str) as pv
+            FROM online.bl_hdfs_maidian_updates
+            WHERE partition_date>='${start_date}' AND partition_date<=regexp_replace(DATE_SUB(current_date,1) ,'-','')
+            AND action='on_click_card'
+            AND page_name ='home'
+            and params['card_content_type'] in ('diary','user_post','answer','qa')
+            group by partition_date,cl_id
+        )t4
+        on t1.partition_date=t4.partition_date and t1.device_id=t4.cl_id
+        LEFT JOIN
+        (--活跃设备
+            SELECT concat_ws('-',substr(partition_date,1,4),substr(partition_date,5,2),substr(partition_date,7,2)) AS partition_date
+                    ,cl_id
+                    ,count(distinct time_str) as pv
+            FROM online.bl_hdfs_maidian_updates
+            WHERE partition_date>='${start_date}' AND partition_date<=regexp_replace(DATE_SUB(current_date,1) ,'-','')
+            and referrer='home'
+            AND action = 'page_view'
+            AND page_name IN ('diary_detail','topic_detail','post_detail','user_post_detail','doctor_post_detail','question_detail','answer_detail','question_answer_detail',
+                              'video_steep','article_detail','wiki_detail','product_detail','wiki_brand','wiki_collect','welfare_detail')
+            and page_stay>=20
+            group by partition_date,cl_id
+        )t5
+        ON t3.cl_id=t5.cl_id and date_add(t3.partition_date,1)=t5.partition_date
+        left join
+        ( -- 去掉黑名单设备
+            select distinct device_id
+            from ML.ML_D_CT_DV_DEVICECLEAN_DIMEN_D
+            where PARTITION_DAY = regexp_replace(DATE_SUB(current_date,1) ,'-','')
+            AND is_abnormal_device = 'true'
+        )spam_pv
+        on t1.device_id =spam_pv.device_id
+        WHERE spam_pv.device_id IS NULL
+        group by t1.partition_date,device_os_type,active_type,channel
+    )t1
+)t2
+group by substr(day_id,1,6)
+        ,device_os_type
+        ,active_type
+        ,channel