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ffm-baseline
Commit a781ec96 authored by 王志伟's avatar 王志伟
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eda/feededa/src/main/scala/com/gmei/Recommendation_strategy_all.scala
View file @ a781ec96
......@@ -47,7 +47,6 @@ object Recommendation_strategy_all {
ti.tidbMapTable(dbName = "jerry_prod", tableName = "diary_video")
ti.tidbMapTable(dbName = "jerry_prod", tableName = "data_feed_click")
ti.tidbMapTable(dbName = "jerry_prod", tableName = "blacklist")
ti.tidbMapTable(dbName = "jerry_test", tableName = "bl_device_list")
ti.tidbMapTable(dbName = "jerry_prod", tableName = "data_feed_exposure")
ti.tidbMapTable(dbName = "jerry_prod", tableName = "merge_queue_table")
......@@ -62,12 +61,12 @@ object Recommendation_strategy_all {
|from online.ml_device_day_active_status
|where active_type = '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')
| ,'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','','unknown')
|and partition_date ='${partition_date}'
""".stripMargin
)
......
eda/feededa/src/main/scala/com/gmei/find_bug.scala
View file @ a781ec96
......@@ -47,7 +47,6 @@ object find_bug {
ti.tidbMapTable(dbName = "jerry_prod", tableName = "diary_video")
ti.tidbMapTable(dbName = "jerry_prod", tableName = "data_feed_click")
ti.tidbMapTable(dbName = "jerry_prod", tableName = "blacklist")
ti.tidbMapTable(dbName = "jerry_test", tableName = "bl_device_list")
ti.tidbMapTable(dbName = "jerry_prod", tableName = "data_feed_exposure")
ti.tidbMapTable(dbName = "jerry_prod", tableName = "merge_queue_table")
......@@ -56,38 +55,246 @@ object find_bug {
val stat_date = param.date
//println(param.date)
val partition_date = stat_date.replace("-","")
val decive_id_oldUser = sc.sql(
s"""
|select distinct(device_id) as device_id
|from online.ml_device_day_active_status
|where active_type = '4'
|and first_channel_source_type not in ('yqxiu1','yqxiu2','yqxiu3','yqxiu4','yqxiu5','mxyc1','mxyc2','mxyc3'
| ,'wanpu','jinshan','jx','maimai','zhuoyi','huatian','suopingjingling','mocha','mizhe','meika','lamabang'
| ,'js-az1','js-az2','js-az3','js-az4','js-az5','jfq-az1','jfq-az2','jfq-az3','jfq-az4','jfq-az5','toufang1'
| ,'toufang2','toufang3','toufang4','toufang5','toufang6','TF-toufang1','TF-toufang2','TF-toufang3','TF-toufang4'
| ,'TF-toufang5','tf-toufang1','tf-toufang2','tf-toufang3','tf-toufang4','tf-toufang5','benzhan','promotion_aso100'
| ,'promotion_qianka','promotion_xiaoyu','promotion_dianru','promotion_malioaso','promotion_malioaso-shequ'
| ,'promotion_shike','promotion_julang_jl03','','unknown')
|and partition_date ='${partition_date}'
""".stripMargin
)
decive_id_oldUser.createOrReplaceTempView("device_id_old")
val clk_count_oldUser_Contrast = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(cid_id) as clk_count_oldUser_Contrast
|from data_feed_click jd inner join device_id_old
|on jd.device_id = device_id_old.device_id
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id regexp'1$$'
|and jd.device_id not in (select device_id from blacklist)
|and jd.stat_date ='${stat_date}'
""".stripMargin
)
val clk_count_all = sc.sql(
val imp_count_oldUser_Contrast = sc.sql(
s"""
|select '${stat_date}' as stat_date,count(cid_id) as clk_count_all
|from data_feed_click
|where (cid_type = 'diary' or cid_type = 'diary_video')
|and device_id not in (select device_id from blacklist)
|and stat_date ='${stat_date}'
|select '${stat_date}' as stat_date, count(cid_id) as imp_count_oldUser_Contrast
|from data_feed_exposure je inner join device_id_old
|on je.device_id = device_id_old.device_id
|where je.cid_type = 'diary'
|and je.device_id regexp'1$$'
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${stat_date}'
""".stripMargin
)
val imp_count_all = sc.sql(
val clk_count_oldUser_all = sc.sql(
s"""
|select '${stat_date}' as stat_date,count(cid_id) as imp_count_all
|from data_feed_exposure
|where cid_type = 'diary'
|and device_id not in (select device_id from blacklist)
|and stat_date ='${stat_date}'
|select '${stat_date}' as stat_date, count(cid_id) as clk_count_oldUser_all
|from data_feed_click jd inner join device_id_old
|on jd.device_id = device_id_old.device_id
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id not in (select device_id from blacklist)
|and jd.stat_date ='${stat_date}'
""".stripMargin
)
val imp_count_oldUser_all = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(cid_id) as imp_count_oldUser_all
|from data_feed_exposure je inner join device_id_old
|on je.device_id = device_id_old.device_id
|where je.cid_type = 'diary'
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${stat_date}'
""".stripMargin
)
val result1 = clk_count_all.join(imp_count_all,"stat_date")
val result1 = clk_count_oldUser_Contrast.join(imp_count_oldUser_Contrast,"stat_date")
.join(clk_count_oldUser_all,"stat_date")
.join(imp_count_oldUser_all,"stat_date")
result1.show()
GmeiConfig.writeToJDBCTable(result1, "find_bug", SaveMode.Append)
GmeiConfig.writeToJDBCTable(result1, "bug_Recommendation_strategy_temp", SaveMode.Append)
//device_id尾号1有点击用户日记本点击数
val clk_active_1 = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(jd.cid_id) as clk_active_1
|from data_feed_click jd inner join device_id_old
|on jd.device_id = device_id_old.device_id
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id regexp'1$$'
|and jd.device_id not in (select device_id from blacklist)
|and jd.stat_date ='${stat_date}'
""".stripMargin
)
//device_id尾号1有点击用户日记本曝光数
val imp_active_1 = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(je.cid_id) as imp_active_1
|from data_feed_exposure je inner join device_id_old
|on je.device_id = device_id_old.device_id
|where je.cid_type = 'diary'
|and je.device_id in (select distinct(device_id) from data_feed_click where device_id regexp '1$$' and stat_date = '${stat_date}')
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${stat_date}'
""".stripMargin
)
//device_id尾号1点击日记本用户数
val clk_diary_device = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(distinct(jd.device_id)) as clk_diary_device
|from data_feed_click jd inner join device_id_old
|on jd.device_id = device_id_old.device_id
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id regexp'1$$'
|and jd.device_id not in (select device_id from blacklist)
|and jd.stat_date ='${stat_date}'
""".stripMargin
)
//所有有点击用户日记本点击数
val clk_active_all = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(jd.cid_id) as clk_active_all
|from data_feed_click jd inner join device_id_old
|on jd.device_id = device_id_old.device_id
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id not in (select device_id from blacklist)
|and jd.stat_date ='${stat_date}'
""".stripMargin
)
//所有有点击用户日记本曝光数
val imp_active_all = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(je.cid_id) as imp_active_all
|from data_feed_exposure je inner join device_id_old
|on je.device_id = device_id_old.device_id
|where je.cid_type = 'diary'
|and je.device_id in (select distinct(device_id) from data_feed_click where stat_date = '${stat_date}')
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${stat_date}'
""".stripMargin
)
//策略命中用户点击日记本用户数
val clk_diary_device_cover = sc.sql(
s"""
|select '${stat_date}' as stat_date,count(distinct(device_id)) as clk_diary_device_cover
|from merge_queue_table
|where device_id in (select distinct(device_id) from data_feed_click where stat_date = '${stat_date}')
""".stripMargin
)
//策略命中用户总数
val device_all_cover = sc.sql(
s"""
|select '${stat_date}' as stat_date,count(distinct(device_id)) as device_all_cover
|from merge_queue_table
""".stripMargin
)
val result2 = clk_active_1.join(imp_active_1,"stat_date")
.join(clk_active_all,"stat_date")
.join(imp_active_all,"stat_date")
.join(clk_diary_device,"stat_date")
.join(clk_diary_device_cover,"stat_date")
.join(device_all_cover,"stat_date")
result2.show()
GmeiConfig.writeToJDBCTable(result2, "bug_strategy_other", SaveMode.Append)
//统计新用户点击率
val devicee_id_newUser = sc.sql(
s"""
|select distinct(device_id) as device_id
|from online.ml_device_day_active_status
|where active_type != '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','','unknown')
|and partition_date ='${partition_date}'
""".stripMargin
)
devicee_id_newUser.show()
devicee_id_newUser.createOrReplaceTempView("device_id_new")
val clk_count_newUser_Contrast = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(cid_id) as clk_count_newUser_Contrast
|from data_feed_click jd inner join device_id_new
|on jd.device_id = device_id_new.device_id
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id regexp'1$$'
|and jd.device_id not in (select device_id from blacklist)
|and jd.stat_date ='${stat_date}'
""".stripMargin
)
val imp_count_newUser_Contrast = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(cid_id) as imp_count_newUser_Contrast
|from data_feed_exposure je inner join device_id_new
|on je.device_id = device_id_new.device_id
|where je.cid_type = 'diary'
|and je.device_id regexp'1$$'
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${stat_date}'
""".stripMargin
)
val clk_count_newUser_all = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(cid_id) as clk_count_newUser_all
|from data_feed_click jd inner join device_id_new
|on jd.device_id = device_id_new.device_id
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id not in (select device_id from blacklist)
|and jd.stat_date ='${stat_date}'
""".stripMargin
)
val imp_count_newUser_all = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(cid_id) as imp_count_newUser_all
|from data_feed_exposure je inner join device_id_new
|on je.device_id = device_id_new.device_id
|where je.cid_type = 'diary'
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${stat_date}'
""".stripMargin
)
val result3 = clk_count_newUser_Contrast.join(imp_count_newUser_Contrast,"stat_date")
.join(clk_count_newUser_all,"stat_date")
.join(imp_count_newUser_all,"stat_date")
result3.show()
GmeiConfig.writeToJDBCTable(result3, "bug_Recommendation_strategy_newUser", SaveMode.Append)
}
}
}
}
\ No newline at end of file
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