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Commit d8a004dc authored by litaolemo's avatar litaolemo
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update

parent cf230ab4
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Showing with 5 additions and 193 deletions
task/search_strategy_d.py
View file @ d8a004dc
......@@ -72,109 +72,15 @@ for t in range(0, task_days):
today_str = now.strftime("%Y%m%d")
yesterday_str = (now + datetime.timedelta(days=-1)).strftime("%Y%m%d")
one_week_age_str = (now + datetime.timedelta(days=-7)).strftime("%Y%m%d")
sql = """SELECT t1.query as query
,t1.device_os_type as device_type
,t1.active_type as active_type
,t1.channel as channel_type
sql = """SELECT t3.query as query
,t3.device_os_type as device_type
,t3.active_type as active_type
,t3.channel as channel_type
,NVL(t3.search_pv,0) as 1_pv
,NVL(t3.search_uv,0) as 1_uv
,NVL(t4.hexin_card_click_pv,0) as 1_search_core_pv
,NVL(t4.neirong_card_click_pv,0) as 1_search_pv
FROM
(
SELECT query,active_type,device_os_type,channel,search_pv,search_uv
FROM
(
SELECT query,active_type,device_os_type,channel
,count(t1.cl_id) as search_pv
,count(distinct t1.cl_id) as search_uv
FROM
(
SELECT partition_date
,params['query'] as query
,cl_id
FROM online.bl_hdfs_maidian_updates
WHERE partition_date >= {last_30_day_str}
AND partition_date < {today_str}
AND action in ('do_search','search_result_click_search')
UNION ALL
SELECT partition_date,params['query'] as query,cl_id
FROM online.bl_hdfs_maidian_updates
WHERE partition_date >= {last_30_day_str}
AND partition_date < {today_str}
AND action = 'on_click_card'
AND params['page_name']='search_home'
UNION ALL
SELECT partition_date
,params['card_name'] as query
,cl_id
FROM online.bl_hdfs_maidian_updates
WHERE partition_date >= {last_30_day_str}
AND partition_date < {today_str}
AND action = 'on_click_card'
AND params['in_page_pos']='猜你喜欢'
AND params['tab_name']='精选'
AND params['card_type']='search_word'
UNION ALL
SELECT partition_date
,params['card_name'] as query
,cl_id
FROM online.bl_hdfs_maidian_updates
WHERE partition_date >= {last_30_day_str}
AND partition_date < {today_str}
AND action = 'on_click_card'
AND page_name='welfare_home'
AND params['card_type'] ='search_word'
AND params['in_page_pos']='大家都在搜'
UNION ALL
SELECT partition_date
,params['card_name'] as query
,cl_id
FROM online.bl_hdfs_maidian_updates
WHERE partition_date >= {last_30_day_str}
AND partition_date < {today_str}
AND int(split(app_version,'\\.')[1]) >= 27
AND action='on_click_card'
AND params['card_type']='highlight_word'
)t1
JOIN
(
SELECT partition_date,device_id,t2.active_type,t2.channel,t2.device_os_type
FROM
(
SELECT
partition_date,m.device_id
,array(device_os_type ,'合计') as device_os_type
,array(case WHEN active_type = '4' THEN '老活'
WHEN active_type in ('1','2') then '新增' END ,'合计') as active_type
,array(CASE WHEN 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_ai_channel,partition_day
FROM DIM.DIM_AI_CHANNEL_ZP_NEW
WHERE partition_day>= {last_30_day_str}
AND partition_day < {today_str}) tmp
ON m.partition_date=tmp.partition_day AND first_channel_source_type=code
WHERE partition_date >= {last_30_day_str}
AND partition_date < {today_str}
AND active_type in ('1','2','4')
) mas
LATERAL VIEW explode(mas.channel) t2 AS channel
LATERAL VIEW explode(mas.device_os_type) t2 AS device_os_type
LATERAL VIEW explode(mas.active_type) t2 AS active_type
)t2
on t1.cl_id=t2.device_id AND t1.partition_date = t2.partition_date
GROUP BY query,active_type,device_os_type,channel
)t
)t1
LEFT JOIN
(
SELECT query,active_type,device_os_type,channel,search_pv,search_uv
......@@ -351,101 +257,7 @@ for t in range(0, task_days):
on t1.query=t4.query and t1.active_type=t4.active_type and t1.device_os_type = t4.device_os_type AND t1.channel = t4.channel
LEFT JOIN
(
SELECT query,active_type,device_os_type,channel,search_pv,search_uv
FROM
(
SELECT query,active_type,device_os_type,channel
,count(t1.cl_id) as search_pv
,count(distinct t1.cl_id) as search_uv
FROM
(
SELECT partition_date
,params['query'] as query
,cl_id
FROM online.bl_hdfs_maidian_updates
WHERE partition_date >= {one_week_age_str}
AND partition_date < {today_str}
AND action in ('do_search','search_result_click_search')
UNION ALL
SELECT partition_date,params['query'] as query,cl_id
FROM online.bl_hdfs_maidian_updates
WHERE partition_date >= {one_week_age_str}
AND partition_date < {today_str}
AND action = 'on_click_card'
AND params['page_name']='search_home'
UNION ALL
SELECT partition_date
,params['card_name'] as query
,cl_id
FROM online.bl_hdfs_maidian_updates
WHERE partition_date >= {one_week_age_str}
AND partition_date < {today_str}
AND action = 'on_click_card'
AND params['in_page_pos']='猜你喜欢'
AND params['tab_name']='精选'
AND params['card_type']='search_word'
UNION ALL
SELECT partition_date
,params['card_name'] as query
,cl_id
FROM online.bl_hdfs_maidian_updates
WHERE partition_date >= {one_week_age_str}
AND partition_date < {today_str}
AND action = 'on_click_card'
AND page_name='welfare_home'
AND params['card_type'] ='search_word'
AND params['in_page_pos']='大家都在搜'
UNION ALL
SELECT partition_date
,params['card_name'] as query
,cl_id
FROM online.bl_hdfs_maidian_updates
WHERE partition_date >= {one_week_age_str}
AND partition_date < {today_str}
AND int(split(app_version,'\\.')[1]) >= 27
AND action='on_click_card'
AND params['card_type']='highlight_word'
)t1
JOIN
(
SELECT partition_date,device_id,t2.active_type,t2.channel,t2.device_os_type
FROM
(
SELECT
partition_date,m.device_id
,array(device_os_type ,'合计') as device_os_type
,array(case WHEN active_type = '4' THEN '老活'
WHEN active_type in ('1','2') then '新增' END ,'合计') as active_type
,array(CASE WHEN 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_ai_channel,partition_day
FROM DIM.DIM_AI_CHANNEL_ZP_NEW
WHERE partition_day>= {one_week_age_str}
AND partition_day < {today_str}) tmp
ON m.partition_date=tmp.partition_day AND first_channel_source_type=code
WHERE partition_date >= {one_week_age_str}
AND partition_date < {today_str}
AND active_type in ('1','2','4')
) mas
LATERAL VIEW explode(mas.channel) t2 AS channel
LATERAL VIEW explode(mas.device_os_type) t2 AS device_os_type
LATERAL VIEW explode(mas.active_type) t2 AS active_type
)t2
on t1.cl_id=t2.device_id AND t1.partition_date = t2.partition_date
GROUP BY query,active_type,device_os_type,channel
)t
)t5
on t1.query=t5.query and t1.active_type=t5.active_type and t1.device_os_type = t5.device_os_type AND t1.channel = t5.channel
""".format(last_30_day_str=last_30_day_str, today_str=today_str,yesterday_str=yesterday_str, one_week_age_str=one_week_age_str)
""".format(today_str=today_str,yesterday_str=yesterday_str,)
device_df = spark.sql(sql)
device_df.createOrReplaceTempView("data_table")
......
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