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ML
ffm-baseline
Commits
337978fc
Commit
337978fc
authored
May 15, 2020
by
赵威
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16 additions
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12 deletions
+16
-12
tag3_update_user_portrait_offline.py
eda/smart_rank/tag3_update_user_portrait_offline.py
+16
-12
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eda/smart_rank/tag3_update_user_portrait_offline.py
View file @
337978fc
...
...
@@ -5,6 +5,7 @@ import operator
from
collections
import
Counter
import
redis
from
pyspark
import
SparkConf
from
pyspark.sql
import
SparkSession
from
tool
import
(
get_jerry_test
,
get_tag3_user_log
,
send_email
,
write_user_portrait
)
...
...
@@ -13,7 +14,8 @@ from tool import (get_jerry_test, get_tag3_user_log, send_email, write_user_port
# [{'激光': 1.949194898204873}, {'手术': 1.949194898204873}, {'手术': 1.949194898204873}, {'手术': 1.949194898204873}]
# {'手术': 5.8475846946146195, '激光': 1.949194898204873}
def
merge_values
(
list_of_dict
):
return
dict
(
functools
.
reduce
(
operator
.
add
,
map
(
Counter
,
list_of_dict
)))
d
=
dict
(
functools
.
reduce
(
operator
.
add
,
map
(
Counter
,
list_of_dict
)))
return
dict
(
sorted
(
d
.
items
(),
key
=
lambda
x
:
x
[
1
],
reverse
=
True
))
# [("a", 1), ("b", 2)]
...
...
@@ -69,16 +71,18 @@ def update_tag3_user_portrait(cl_id):
"second_positions"
:
second_positions_score
,
"projects"
:
projects_score
}
print
(
cl_id
)
print
(
res
)
key
=
"doris:user_portrait:tag3:device_id:"
+
str
(
cl_id
)
redis_client
=
redis
.
StrictRedis
.
from_url
(
"redis://:ReDis!GmTx*0aN9@172.16.40.173:6379"
)
if
(
len
(
first_demands_score
.
keys
())
>
0
)
or
(
len
(
second_demands_score
.
keys
())
>
0
)
or
\
(
len
(
first_solutions_score
.
keys
())
>
0
)
or
(
len
(
second_solutions_score
.
keys
())
>
0
)
or
\
(
len
(
first_positions_score
.
keys
())
>
0
)
or
(
len
(
second_positions_score
.
keys
())
>
0
)
or
\
(
len
(
projects_score
.
keys
())
>
0
):
redis_client
.
set
(
key
,
json
.
dumps
(
res
))
redis_client
.
expire
(
key
,
60
*
60
*
24
*
30
)
#
if (len(first_demands_score.keys()) > 0) or (len(second_demands_score.keys()) > 0) or \
#
(len(first_solutions_score.keys()) > 0) or (len(second_solutions_score.keys()) > 0) or \
#
(len(first_positions_score.keys()) > 0) or (len(second_positions_score.keys()) > 0) or \
#
(len(projects_score.keys()) > 0):
#
redis_client.set(key, json.dumps(res))
#
redis_client.expire(key, 60 * 60 * 24 * 30)
# only need the first time
# key2 = "doris:user_portrait:tag3:increment_update:device_id:" + str(cl_id)
...
...
@@ -94,12 +98,12 @@ def update_tag3_user_portrait(cl_id):
# redis_client.set(key2, json.dumps(res2))
# redis_client.expire(key2, 60 * 60 * 24 * 30)
write_user_portrait
(
cl_id
,
","
.
join
(
first_solutions_score
.
keys
()),
","
.
join
(
second_solutions_score
.
keys
()),
","
.
join
(
first_demands_score
.
keys
()),
","
.
join
(
second_demands_score
.
keys
()),
","
.
join
(
first_positions_score
.
keys
()),
","
.
join
(
second_positions_score
.
keys
()),
","
.
join
(
projects_score
.
keys
()))
#
write_user_portrait(cl_id, ",".join(first_solutions_score.keys()), ",".join(second_solutions_score.keys()),
#
",".join(first_demands_score.keys()), ",".join(second_demands_score.keys()),
#
",".join(first_positions_score.keys()), ",".join(second_positions_score.keys()),
#
",".join(projects_score.keys()))
return
cl_id
return
cl_id
+
str
(
res
)
def
consume_kafka
():
...
...
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