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ML
ffm-baseline
Commits
0f0fc498
Commit
0f0fc498
authored
Apr 25, 2019
by
张彦钊
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修改测试文件
parent
41ea4ac6
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multi.py
tensnsorflow/multi.py
+18
-15
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tensnsorflow/multi.py
View file @
0f0fc498
...
...
@@ -80,22 +80,25 @@ def feature_engineer():
"channel"
,
"top"
,
"time"
,
"stat_date"
,
"app_list"
,
"hospital_id"
,
"level3_ids"
])
df
=
df
.
fillna
(
"na"
)
v
=
df
.
select
(
"app_list"
)
.
collect
()
print
(
type
(
v
))
print
(
v
[:
2
])
app_list_value
=
[
i
.
split
(
","
)
for
i
in
set
(
df
.
select
(
"app_list"
)
.
collect
())
]
app_list_unique
=
[]
for
i
in
app_list_value
:
app_list_unique
.
extend
(
i
)
app_list_unique
=
list
(
set
(
app_list_unique
))
number
=
len
(
app_list_unique
)
app_list_map
=
dict
(
zip
(
app_list_unique
,
list
(
range
(
1
,
number
+
1
))))
df
=
df
.
select
(
"app_list"
,
"ucity_id"
,
"level2_ids"
,
"ccity_name"
,
"device_type"
,
"manufacturer"
,
"channel"
,
"top"
,
"time"
,
"stat_date"
,
"hospital_id"
,
"level3_ids"
,
"y"
,
"z"
,
"treatment_method"
,
"price_min"
,
"price_max"
,
"treatment_time"
,
"maintain_time"
,
"recover_time"
)
\
.
map
(
lambda
x
:
app_list_func
(
x
[
0
],
app_list_map
))
df
.
show
(
6
)
# app_list_value = [i.split(",") for i in v
]
#
#
app_list_unique = []
#
for i in app_list_value:
#
app_list_unique.extend(i)
#
app_list_unique = list(set(app_list_unique))
#
number = len(app_list_unique)
#
app_list_map = dict(zip(app_list_unique, list(range(1, number + 1))))
#
#
df = df.select("app_list","ucity_id", "level2_ids", "ccity_name", "device_type", "manufacturer","channel",
#
"top", "time", "stat_date", "hospital_id", "level3_ids","y","z",
#
"treatment_method","price_min","price_max","treatment_time","maintain_time","recover_time")\
#
.map(lambda x :app_list_func(x[0],app_list_map))
#
#
df.show(6)
...
...
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