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ffm-baseline
Commit ba56e976 authored by 王志伟's avatar 王志伟
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彦钊统计指定城市的ctr

parent 35040b0f
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eda/feededa/src/main/scala/com/gmei/strategy_other.scala
View file @ ba56e976
......@@ -313,15 +313,6 @@ object diary_exposure {
val df3 =df1.join(df2,Seq("name"),"left_outer")
df3.show(400)
//GmeiConfig.writeToJDBCTable(diary_id, "dairy_id_queue", SaveMode.Append)
......@@ -333,389 +324,3 @@ object diary_exposure {
}
//package com.gmei
//
//import java.io.Serializable
//
//import com.gmei.WeafareStat.{defaultParams, parser}
//import org.apache.spark.sql.{SaveMode, TiContext}
//import org.apache.log4j.{Level, Logger}
//import scopt.OptionParser
//import com.gmei.lib.AbstractParams
object Recommendation_stra233tegy_all {
Logger.getLogger("org.apache.spark").setLevel(Level.WARN)
Logger.getLogger("org.apache.eclipse.jetty.server").setLevel(Level.OFF)
case class Params(env: String = "dev",
date: String = "2018-08-01"
) extends AbstractParams[Params] with Serializable
val defaultParams = Params()
val parser = new OptionParser[Params]("Feed_EDA") {
head("WeafareStat")
opt[String]("env")
.text(s"the databases environment you used")
.action((x, c) => c.copy(env = x))
opt[String] ("date")
.text(s"the date you used")
.action((x,c) => c.copy(date = x))
note(
"""
|For example, the following command runs this app on a tidb dataset:
|
| spark-submit --class com.gmei.WeafareStat ./target/scala-2.11/feededa-assembly-0.1.jar \
""".stripMargin +
s"| --env ${defaultParams.env}"
)
}
def main(args: Array[String]): Unit = {
parser.parse(args, defaultParams).map { param =>
GmeiConfig.setup(param.env)
val spark_env = GmeiConfig.getSparkSession()
val sc = spark_env._2
val ti = new TiContext(sc)
ti.tidbMapTable(dbName = "jerry_prod", tableName = "diary_video")
ti.tidbMapTable(dbName = "jerry_prod", tableName = "data_feed_click")
ti.tidbMapTable(dbName = "jerry_prod", tableName = "blacklist")
ti.tidbMapTable(dbName = "jerry_test", tableName = "bl_device_list")
ti.tidbMapTable(dbName = "jerry_prod", tableName = "data_feed_exposure")
ti.tidbMapTable(dbName = "jerry_prod", tableName = "merge_queue_table")
// val stat_date = GmeiConfig.getMinusNDate(1)
val stat_date = param.date
//println(param.date)
val partition_date = stat_date.replace("-","")
val decive_id_oldUser = sc.sql(
s"""
|select distinct(device_id) as device_id
|from online.ml_device_day_active_status
|where active_type = '4'
|and first_channel_source_type not in ('yqxiu1','yqxiu2','yqxiu3','yqxiu4','yqxiu5','mxyc1','mxyc2','mxyc3'
| ,'wanpu','jinshan','jx','maimai','zhuoyi','huatian','suopingjingling','mocha','mizhe','meika','lamabang'
| ,'js-az1','js-az2','js-az3','js-az4','js-az5','jfq-az1','jfq-az2','jfq-az3','jfq-az4','jfq-az5','toufang1'
| ,'toufang2','toufang3','toufang4','toufang5','toufang6','TF-toufang1','TF-toufang2','TF-toufang3','TF-toufang4'
| ,'TF-toufang5','tf-toufang1','tf-toufang2','tf-toufang3','tf-toufang4','tf-toufang5','benzhan','promotion_aso100'
| ,'promotion_qianka','promotion_xiaoyu','promotion_dianru','promotion_malioaso','promotion_malioaso-shequ'
| ,'promotion_shike','promotion_julang_jl03')
|and partition_date ='${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$$'
|and jd.device_id not in (select device_id from bl_device_list)
|and jd.device_id not in (select device_id from blacklist)
|and jd.stat_date ='${stat_date}'
""".stripMargin
)
val imp_count_oldUser_Contrast = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(cid_id) as imp_count_oldUser_Contrast
|from data_feed_exposure je inner join device_id_old
|on je.device_id = device_id_old.device_id
|where je.cid_type = 'diary'
|and je.device_id regexp'1$$'
|and je.device_id not in (select device_id from bl_device_list)
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${stat_date}'
""".stripMargin
)
val clk_count_oldUser_all = sc.sql(
s"""
|select '${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 bl_device_list)
|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 bl_device_list)
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${stat_date}'
""".stripMargin
)
//获取策略命中用户device_id
val device_id_cover = sc.sql(
s"""
|select distinct(device_id) as device_id
|from merge_queue_table
""".stripMargin
)
device_id_cover.createOrReplaceTempView("device_id_cover_older")
val clk_count_oldUser_Cover = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(cid_id) as clk_count_oldUser_Cover
|from data_feed_click jd inner join device_id_cover_older
|on jd.device_id = device_id_cover_older.device_id
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id not in (select device_id from bl_device_list)
|and jd.device_id not in (select device_id from blacklist)
|and jd.stat_date ='${stat_date}'
""".stripMargin
)
val imp_count_oldUser_Cover = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(cid_id) as imp_count_oldUser_Cover
|from data_feed_exposure je inner join device_id_cover_older
|on je.device_id = device_id_cover_older.device_id
|where je.cid_type = 'diary'
|and je.device_id not in (select device_id from bl_device_list)
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${stat_date}'
""".stripMargin
)
//策略覆盖用户数device_num_cover
val device_num_cover = sc.sql(
s"""
|select '${stat_date}' as stat_date,count(distinct(device_id)) as device_num_cover
|from merge_queue_table
""".stripMargin
)
//尾号1活跃用户数device_num_1_hit
val device_num_1_hit = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(distinct(je.device_id)) as device_num_1_hit
|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$$'
|and je.device_id not in (select device_id from bl_device_list)
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${stat_date}'
""".stripMargin
)
//策略命中用户数device_num_hit
val device_num_hit = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(distinct(je.device_id)) as device_num_hit
|from data_feed_exposure je inner join device_id_cover_older
|on je.device_id = device_id_cover_older.device_id
|where je.cid_type = 'diary'
|and je.device_id not in (select device_id from bl_device_list)
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${stat_date}'
""".stripMargin
)
val result1 = clk_count_oldUser_Contrast.join(imp_count_oldUser_Contrast,"stat_date")
.join(clk_count_oldUser_all,"stat_date")
.join(imp_count_oldUser_all,"stat_date")
.join(clk_count_oldUser_Cover,"stat_date")
.join(imp_count_oldUser_Cover,"stat_date")
.join(device_num_cover,"stat_date")
.join(device_num_1_hit,"stat_date")
.join(device_num_hit,"stat_date")
result1.show()
// GmeiConfig.writeToJDBCTable(result1, "Recommendation_strategy_temp", SaveMode.Append)
//device_id尾号1有点击用户日记本点击数
val clk_active_1 = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(jd.cid_id) as clk_active_1
|from data_feed_click jd inner join device_id_old
|on jd.device_id = device_id_old.device_id
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id regexp'1$$'
|and jd.device_id not in (select device_id from bl_device_list)
|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$$' and stat_date = '${stat_date}')
|and je.device_id not in (select device_id from bl_device_list)
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${stat_date}'
""".stripMargin
)
//device_id尾号1点击日记本用户数
val clk_diary_device = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(distinct(jd.device_id)) as clk_diary_device
|from data_feed_click jd inner join device_id_old
|on jd.device_id = device_id_old.device_id
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id regexp'1$$'
|and jd.device_id not in (select device_id from bl_device_list)
|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 bl_device_list)
|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 = '${stat_date}')
|and je.device_id not in (select device_id from bl_device_list)
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${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 '${stat_date}' as stat_date,count(distinct(device_id)) as device_all_cover
|from merge_queue_table
""".stripMargin
)
val result2 = clk_active_1.join(imp_active_1,"stat_date")
.join(clk_active_all,"stat_date")
.join(imp_active_all,"stat_date")
.join(clk_diary_device,"stat_date")
.join(clk_diary_device_cover,"stat_date")
.join(device_all_cover,"stat_date")
result2.show()
// GmeiConfig.writeToJDBCTable(result2, "strategy_other", SaveMode.Append)
//统计新用户点击率
val devicee_id_newUser = sc.sql(
s"""
|select distinct(device_id) as device_id
|from online.ml_device_day_active_status
|where active_type != '4'
|and first_channel_source_type not in ('yqxiu1','yqxiu2','yqxiu3','yqxiu4','yqxiu5','mxyc1','mxyc2','mxyc3'
| ,'wanpu','jinshan','jx','maimai','zhuoyi','huatian','suopingjingling','mocha','mizhe','meika','lamabang'
| ,'js-az1','js-az2','js-az3','js-az4','js-az5','jfq-az1','jfq-az2','jfq-az3','jfq-az4','jfq-az5','toufang1'
| ,'toufang2','toufang3','toufang4','toufang5','toufang6','TF-toufang1','TF-toufang2','TF-toufang3','TF-toufang4'
| ,'TF-toufang5','tf-toufang1','tf-toufang2','tf-toufang3','tf-toufang4','tf-toufang5','benzhan','promotion_aso100'
| ,'promotion_qianka','promotion_xiaoyu','promotion_dianru','promotion_malioaso','promotion_malioaso-shequ'
| ,'promotion_shike','promotion_julang_jl03')
|and partition_date ='${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, "Recommendation_strategy_newUser", SaveMode.Append)
}
}
}
eda/feededa/src/main/scala/com/gmei/temp_count.scala 0 → 100644
View file @ ba56e976
package com.gmei
import java.io.Serializable
import com.gmei.WeafareStat.{defaultParams, parser}
import org.apache.spark.sql.{SaveMode, TiContext}
import org.apache.log4j.{Level, Logger}
import scopt.OptionParser
import com.gmei.lib.AbstractParams
object temp_count {
Logger.getLogger("org.apache.spark").setLevel(Level.WARN)
Logger.getLogger("org.apache.eclipse.jetty.server").setLevel(Level.OFF)
case class Params(env: String = "dev",
date: String = "2018-08-01"
) extends AbstractParams[Params] with Serializable
val defaultParams = Params()
val parser = new OptionParser[Params]("Feed_EDA") {
head("WeafareStat")
opt[String]("env")
.text(s"the databases environment you used")
.action((x, c) => c.copy(env = x))
opt[String] ("date")
.text(s"the date you used")
.action((x,c) => c.copy(date = x))
note(
"""
|For example, the following command runs this app on a tidb dataset:
|
| spark-submit --class com.gmei.WeafareStat ./target/scala-2.11/feededa-assembly-0.1.jar \
""".stripMargin +
s"| --env ${defaultParams.env}"
)
}
def main(args: Array[String]): Unit = {
parser.parse(args, defaultParams).map { param =>
GmeiConfig.setup(param.env)
val spark_env = GmeiConfig.getSparkSession()
val sc = spark_env._2
val ti = new TiContext(sc)
ti.tidbMapTable(dbName = "jerry_prod", tableName = "diary_video")
ti.tidbMapTable(dbName = "jerry_prod", tableName = "data_feed_click")
ti.tidbMapTable(dbName = "jerry_prod", tableName = "blacklist")
ti.tidbMapTable(dbName = "jerry_prod", tableName = "data_feed_exposure")
ti.tidbMapTable(dbName = "jerry_prod", tableName = "merge_queue_table")
// val stat_date = GmeiConfig.getMinusNDate(1)
val stat_date = param.date
//println(param.date)
val partition_date = stat_date.replace("-","")
val decive_id_oldUser = sc.sql(
s"""
|select distinct(device_id) as device_id
|from online.ml_device_day_active_status
|where active_type = '4'
|and first_channel_source_type not in ('yqxiu1','yqxiu2','yqxiu3','yqxiu4','yqxiu5','mxyc1','mxyc2','mxyc3'
| ,'wanpu','jinshan','jx','maimai','zhuoyi','huatian','suopingjingling','mocha','mizhe','meika','lamabang'
| ,'js-az1','js-az2','js-az3','js-az4','js-az5','jfq-az1','jfq-az2','jfq-az3','jfq-az4','jfq-az5','toufang1'
| ,'toufang2','toufang3','toufang4','toufang5','toufang6','TF-toufang1','TF-toufang2','TF-toufang3','TF-toufang4'
| ,'TF-toufang5','tf-toufang1','tf-toufang2','tf-toufang3','tf-toufang4','tf-toufang5','benzhan','promotion_aso100'
| ,'promotion_qianka','promotion_xiaoyu','promotion_dianru','promotion_malioaso','promotion_malioaso-shequ'
| ,'promotion_shike','promotion_julang_jl03','','unknown')
|and partition_date ='${partition_date}'
""".stripMargin
)
decive_id_oldUser.createOrReplaceTempView("device_id_old")
val clk_count_oldUser = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(cid_id) as clk_count_oldUser_Contrast
|from data_feed_click jd inner join device_id_old
|on jd.device_id = device_id_old.device_id
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id not in (select device_id from blacklist)
|and jd.city_id in ("huzhou","liuan","zhenjiang","taizhou","jiaxing","weihai","maanshan","changzhou","shantou","nantong","yantai","wuxi","huhehaote","taiyuan","xining","yinchuan")
|and jd.stat_date ='${stat_date}'
""".stripMargin
)
val imp_count_oldUser = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(cid_id) as imp_count_oldUser_Contrast
|from data_feed_exposure je inner join device_id_old
|on je.device_id = device_id_old.device_id
|where je.cid_type = 'diary'
|and je.device_id not in (select device_id from blacklist)
|and je.city_id in ("huzhou","liuan","zhenjiang","taizhou","jiaxing","weihai","maanshan","changzhou","shantou","nantong","yantai","wuxi","huhehaote","taiyuan","xining","yinchuan")
|and je.stat_date ='${stat_date}'
""".stripMargin
)
val clk_count_all = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(cid_id) as clk_count_oldUser_all
|from data_feed_click
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and device_id not in (select device_id from blacklist)
|and city_id in ("huzhou","liuan","zhenjiang","taizhou","jiaxing","weihai","maanshan","changzhou","shantou","nantong","yantai","wuxi","huhehaote","taiyuan","xining","yinchuan")
|and stat_date ='${stat_date}'
""".stripMargin
)
val imp_count__all = sc.sql(
s"""
|select '${stat_date}' as stat_date, count(cid_id) as imp_count_oldUser_all
|from data_feed_exposure
|where cid_type = 'diary'
|and device_id not in (select device_id from blacklist)
|and city_id in ("huzhou","liuan","zhenjiang","taizhou","jiaxing","weihai","maanshan","changzhou","shantou","nantong","yantai","wuxi","huhehaote","taiyuan","xining","yinchuan")
|and stat_date ='${stat_date}'
""".stripMargin
)
val result1 = clk_count_oldUser.join(imp_count_oldUser,"stat_date")
.join(clk_count_all,"stat_date")
.join(imp_count__all,"stat_date")
result1.show()
GmeiConfig.writeToJDBCTable(result1, "ffm_diary_ctr", SaveMode.Append)
}
}
}
\ No newline at end of file
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