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LearnPython/python_functional.py at master · psvm-enter/LearnPython · GitHub
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# _*_ coding: utf-8 _*_
from
fn
import
_
from
operator
import
add
from
functools
import
partial
,
reduce
# 列表解析
a_list
=
[
item
**
2
for
item
in
range
(
5
)]
print
(
a_list
)
# 字典解析
a_dict
=
{
"%d^2"
%
item
:
item
**
2
for
item
in
range
(
5
)}
print
(
a_dict
)
# 生成器
a_generator
=
(
item
**
2
for
item
in
range
(
5
))
print
(
a_generator
)
print
(
next
(
a_generator
))
print
(
next
(
a_generator
))
# iter函数和next函数
a_list_generator
=
iter
(
a_list
)
print
(
next
(
a_list_generator
))
print
(
next
(
a_list_generator
))
print
(
type
(
a_list
),
type
(
a_list_generator
))
# lambda表达式
a_func
=
lambda
x
,
y
:
x
**
y
print
(
a_func
(
2
,
3
))
# map函数
print
(
map
(
abs
,
range
(
-
4
,
5
)))
print
(
list
(
map
(
abs
,
range
(
-
4
,
5
))))
print
(
list
(
map
(
lambda
x
:
x
**
2
,
range
(
5
))))
print
(
list
(
map
(
lambda
x
,
y
:
x
**
y
,
range
(
1
,
5
),
range
(
1
,
5
))))
# reduce函数
print
(
reduce
(
lambda
x
,
y
:
x
+
y
,
range
(
10
)))
print
(
reduce
(
lambda
x
,
y
:
x
+
y
,
range
(
10
),
100
))
print
(
reduce
(
lambda
x
,
y
:
x
+
y
, [[
1
,
2
], [
3
,
4
]], [
0
]))
# filter函数
print
(
filter
(
None
,
range
(
-
4
,
5
)))
print
(
list
(
filter
(
None
,
range
(
-
4
,
5
))))
print
(
list
(
filter
(
lambda
x
:
x
>
0
,
range
(
-
4
,
5
))))
# all、any函数
print
(
all
([
0
,
1
,
2
]))
print
(
any
([
0
,
1
,
2
]))
# enumerate函数
for
index
,
item
in
enumerate
(
range
(
5
)):
print
(
"%d: %d"
%
(
index
,
item
))
# zip函数
for
a
,
b
in
zip
([
1
,
2
,
3
], [
"a"
,
"b"
,
"c"
]):
print
(
a
,
b
)
a_dict
=
dict
(
zip
([
1
,
2
,
3
], [
"a"
,
"b"
,
"c"
]))
print
(
a_dict
)
# partial函数
print
(
int
(
"10010"
,
base
=
2
))
int_base_2
=
partial
(
int
,
base
=
2
)
print
(
int_base_2
(
"10010"
))
# operator.add函数
print
(
reduce
(
lambda
x
,
y
:
x
+
y
,
range
(
10
)))
print
(
reduce
(
add
,
range
(
10
)))
# fn的使用
add_func_1
=
(
_
+
2
)
print
(
add_func_1
(
1
))
add_func_2
=
(
_
+
_
*
_
)
print
(
add_func_2
(
1
,
2
,
3
))
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