2020-10-19 21:08:55

This commit is contained in:
wizardforcel
2020-10-19 21:08:55 +08:00
parent 7f63048035
commit ab0caba1f0
140 changed files with 3982 additions and 3982 deletions

View File

@@ -10,7 +10,7 @@
In [1]:
```
```py
def square(x):
"""Square of x."""
return x*x
@@ -25,7 +25,7 @@ def cube(x):
In [2]:
```
```py
funcs = {
'square': square,
'cube': cube,
@@ -37,7 +37,7 @@ funcs = {
In [3]:
```
```py
x = 2
print square(x)
@@ -48,7 +48,7 @@ for func in sorted(funcs):
```
```
```py
4
8
cube 8
@@ -62,7 +62,7 @@ square 4
`Python` 中的函数传递方式是 `call by reference` 即引用传递,例如,对于这样的用法:
```
```py
x = [10, 11, 12]
f(x)
```
@@ -71,7 +71,7 @@ f(x)
In [4]:
```
```py
def mod_f(x):
x[0] = 999
return x
@@ -84,7 +84,7 @@ print x
```
```
```py
[1, 2, 3]
[999, 2, 3]
[999, 2, 3]
@@ -93,7 +93,7 @@ print x
In [5]:
```
```py
def no_mod_f(x):
x = [4, 5, 6]
return x
@@ -106,7 +106,7 @@ print x
```
```
```py
[1, 2, 3]
[4, 5, 6]
[1, 2, 3]
@@ -121,7 +121,7 @@ print x
In [6]:
```
```py
def f(x = []):
x.append(1)
return x
@@ -132,7 +132,7 @@ def f(x = []):
In [7]:
```
```py
print f()
print f()
print f()
@@ -142,7 +142,7 @@ print f()
```
```
```py
[1]
[1, 1]
[1, 1, 1]
@@ -156,7 +156,7 @@ print f()
In [8]:
```
```py
def f(x = None):
if x is None:
x = []
@@ -172,7 +172,7 @@ print f()
```
```
```py
[1]
[1]
[1]
@@ -188,34 +188,34 @@ print f()
`map(f, sq)` 函数将 `f` 作用到 `sq` 的每个元素上去,并返回结果组成的列表,相当于:
```
```py
[f(s) for s in sq]
```
In [9]:
```
```py
map(square, range(5))
```
Out[9]:
```
```py
[0, 1, 4, 9, 16]
```
`filter(f, sq)` 函数的作用相当于,对于 `sq` 的每个元素 `s`,返回所有 `f(s)``True``s` 组成的列表,相当于:
```
```py
[s for s in sq if f(s)]
```
In [10]:
```
```py
def is_even(x):
return x % 2 == 0
@@ -225,7 +225,7 @@ filter(is_even, range(5))
Out[10]:
```
```py
[0, 2, 4]
```
@@ -233,14 +233,14 @@ Out[10]:
In [11]:
```
```py
map(square, filter(is_even, range(5)))
```
Out[11]:
```
```py
[0, 4, 16]
```
@@ -248,7 +248,7 @@ Out[11]:
In [12]:
```
```py
def my_add(x, y):
return x + y
@@ -258,7 +258,7 @@ reduce(my_add, [1,2,3,4,5])
Out[12]:
```
```py
15
```
@@ -268,7 +268,7 @@ Out[12]:
In [13]:
```
```py
def make_logger(target):
def logger(data):
with open(target, 'a') as f:
@@ -283,12 +283,12 @@ foo_logger('World')
In [14]:
```
```py
!cat foo.txt
```
```
```py
Hello
World
@@ -296,7 +296,7 @@ World
In [15]:
```
```py
import os
os.remove('foo.txt')
@@ -306,7 +306,7 @@ os.remove('foo.txt')
在使用 `map` `filter``reduce` 等函数的时候,为了方便,对一些简单的函数,我们通常使用匿名函数的方式进行处理,其基本形式是:
```
```py
lambda <variables>: <expression>
```
@@ -314,12 +314,12 @@ lambda <variables>: <expression>
In [16]:
```
```py
print map(square, range(5))
```
```
```py
[0, 1, 4, 9, 16]
```
@@ -328,12 +328,12 @@ print map(square, range(5))
In [17]:
```
```py
print map(lambda x: x * x, range(5))
```
```
```py
[0, 1, 4, 9, 16]
```
@@ -342,13 +342,13 @@ print map(lambda x: x * x, range(5))
In [18]:
```
```py
s1 = reduce(lambda x, y: x+y, map(lambda x: x**2, range(1,10)))
print(s1)
```
```
```py
285
```
@@ -357,13 +357,13 @@ print(s1)
In [19]:
```
```py
s2 = sum(x**2 for x in range(1, 10))
print s2
```
```
```py
285
```
@@ -374,7 +374,7 @@ print s2
In [20]:
```
```py
x = 15
def print_x():
@@ -384,7 +384,7 @@ print_x()
```
```
```py
15
```
@@ -393,7 +393,7 @@ print_x()
In [21]:
```
```py
x = 15
def print_newx():
@@ -407,7 +407,7 @@ print x
```
```
```py
18
18
@@ -417,7 +417,7 @@ print x
In [22]:
```
```py
x = 15
def print_newx():
@@ -430,7 +430,7 @@ print x
```
```
```py
18
15
@@ -444,7 +444,7 @@ Fibocacci 数列:
In [23]:
```
```py
def fib1(n):
"""Fib with recursion."""
@@ -459,7 +459,7 @@ print [fib1(i) for i in range(10)]
```
```
```py
[1, 1, 2, 3, 5, 8, 13, 21, 34, 55]
```
@@ -468,7 +468,7 @@ print [fib1(i) for i in range(10)]
In [24]:
```
```py
def fib2(n):
"""Fib without recursion."""
a, b = 0, 1
@@ -480,7 +480,7 @@ print [fib2(i) for i in range(10)]
```
```
```py
[1, 1, 2, 3, 5, 8, 13, 21, 34, 55]
```
@@ -489,13 +489,13 @@ print [fib2(i) for i in range(10)]
In [25]:
```
```py
%timeit fib1(20)
%timeit fib2(20)
```
```
```py
100 loops, best of 3: 5.35 ms per loop
100000 loops, best of 3: 2.2 µs per loop
@@ -507,7 +507,7 @@ In [25]:
In [26]:
```
```py
def fib3(n, cache={0: 1, 1: 1}):
"""Fib with recursion and caching."""
@@ -525,7 +525,7 @@ print [fib3(i) for i in range(10)]
```
```
```py
[1, 1, 2, 3, 5, 8, 13, 21, 34, 55]
100 loops, best of 3: 5.37 ms per loop
100000 loops, best of 3: 2.19 µs per loop