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ML
ffm-baseline
Commits
e249d07a
Commit
e249d07a
authored
Nov 23, 2018
by
王志伟
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更改action
parent
596782ff
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2 changed files
with
8 additions
and
113 deletions
+8
-113
Search_keywords_count.scala
...ededa/src/main/scala/com/gmei/Search_keywords_count.scala
+2
-2
strategy_other.scala
eda/feededa/src/main/scala/com/gmei/strategy_other.scala
+6
-111
No files found.
eda/feededa/src/main/scala/com/gmei/Search_keywords_count.scala
View file @
e249d07a
...
@@ -50,7 +50,7 @@ object Search_keywords_count {
...
@@ -50,7 +50,7 @@ object Search_keywords_count {
s
"""
s
"""
|select params['query'] as search_keywords
|select params['query'] as search_keywords
|from online.tl_hdfs_maidian_view
|from online.tl_hdfs_maidian_view
|where action = '
search_result_click
_search'
|where action = '
do
_search'
|and partition_date ='${partition_date}'
|and partition_date ='${partition_date}'
"""
.
stripMargin
"""
.
stripMargin
)
)
...
@@ -59,7 +59,7 @@ object Search_keywords_count {
...
@@ -59,7 +59,7 @@ object Search_keywords_count {
s
"""
s
"""
|select '${stat_date}' as stat_date,count(params['query']) as search_num
|select '${stat_date}' as stat_date,count(params['query']) as search_num
|from online.tl_hdfs_maidian_view
|from online.tl_hdfs_maidian_view
|where action = '
search_result_click
_search'
|where action = '
do
_search'
|and partition_date ='${partition_date}'
|and partition_date ='${partition_date}'
"""
.
stripMargin
"""
.
stripMargin
)
)
...
...
eda/feededa/src/main/scala/com/gmei/strategy_other.scala
View file @
e249d07a
...
@@ -187,7 +187,7 @@ object strategy_other {
...
@@ -187,7 +187,7 @@ object strategy_other {
//使用信息熵描述推荐系统对长尾优质物品(日记本)的挖掘能力
//使用信息熵描述推荐系统对长尾优质物品(日记本)的挖掘能力
//使用基尼系数描述推荐系统对日记本推荐是否具有马太效应
//使用基尼系数描述推荐系统对日记本推荐是否具有马太效应
object
evaluation_indicator
_
{
object
evaluation_indicator
{
Logger
.
getLogger
(
"org.apache.spark"
).
setLevel
(
Level
.
WARN
)
Logger
.
getLogger
(
"org.apache.spark"
).
setLevel
(
Level
.
WARN
)
Logger
.
getLogger
(
"org.apache.eclipse.jetty.server"
).
setLevel
(
Level
.
OFF
)
Logger
.
getLogger
(
"org.apache.eclipse.jetty.server"
).
setLevel
(
Level
.
OFF
)
...
@@ -226,121 +226,16 @@ object evaluation_indicator_ {
...
@@ -226,121 +226,16 @@ object evaluation_indicator_ {
//val stat_date = GmeiConfig.getMinusNDate(1)
//val stat_date = GmeiConfig.getMinusNDate(1)
//println(param.date)
//println(param.date)
val
partition_date
=
param
.
date
.
replace
(
"-"
,
""
)
val
partition_date
=
param
.
date
.
replace
(
"-"
,
""
)
val
d
evicee_id_oldUser
=
sc
.
sql
(
val
d
iary_id
=
sc
.
sql
(
s
"""
s
"""
|select distinct(device_id) as device_id
|select native_queue as diary_id
|from online.ml_device_day_active_status
|from doris_prod.device_diary_queue
|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 ='${partition_date}'
"""
.
stripMargin
"""
.
stripMargin
)
)
devicee_id_oldUser
.
show
()
diary_id
.
show
()
devicee_id_oldUser
.
createOrReplaceTempView
(
"device_id_old"
)
//device_id尾号1有点击用户日记本点击数
val
clk_active_1
=
sc
.
sql
(
s
"""
|select '${param.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$$'
|and jd.device_id not in (select device_id from bl_device_list)
|and jd.device_id not in (select device_id from blacklist)
|and jd.stat_date ='${param.date}'
"""
.
stripMargin
)
//device_id尾号1有点击用户日记本曝光数
GmeiConfig
.
writeToJDBCTable
(
diary_id
,
"dairy_id_queue"
,
SaveMode
.
Append
)
val
imp_active_1
=
sc
.
sql
(
s
"""
|select '${param.date}' as stat_date, count(je.cid_id) as imp_active_1
|from data_feed_exposure je inner join device_id_old
|on je.device_id = device_id_old.device_id
|where je.cid_type = 'diary'
|and je.device_id in (select distinct(device_id) from data_feed_click where device_id regexp '1$$' and stat_date = '${param.date}')
|and je.device_id not in (select device_id from bl_device_list)
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${param.date}'
"""
.
stripMargin
)
//device_id尾号1点击日记本用户数
val
clk_diary_device
=
sc
.
sql
(
s
"""
|select '${param.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 ='${param.date}'
"""
.
stripMargin
)
//所有有点击用户日记本点击数
val
clk_active_all
=
sc
.
sql
(
s
"""
|select '${param.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 ='${param.date}'
"""
.
stripMargin
)
//所有有点击用户日记本曝光数
val
imp_active_all
=
sc
.
sql
(
s
"""
|select '${param.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 = '${param.date}')
|and je.device_id not in (select device_id from bl_device_list)
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${param.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 '${param.date}' as stat_date,count(distinct(device_id)) as clk_diary_device_cover
|from merge_queue_table
|where device_id in (select distinct(device_id) from data_feed_click where stat_date = '${param.date}')
"""
.
stripMargin
)
//策略命中用户总数
val
device_all_cover
=
sc
.
sql
(
s
"""
|select '${param.date}' as stat_date,count(distinct(device_id)) as device_all_cover
|from merge_queue_table
"""
.
stripMargin
)
val
result
=
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"
)
result
.
show
()
GmeiConfig
.
writeToJDBCTable
(
result
,
"strategy_other"
,
SaveMode
.
Append
)
}
}
...
...
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