Python的切片表示法是如何工作的?也就是说:当我编写[x:y:z]、a[:]、a]::2]等代码时,我如何理解哪些元素最终会出现在切片中?请在适当的地方附上参考资料。


另请参见:为什么切片和范围上限是互斥的?


当前回答

在Python 2.7中

Python中的切片

[a:b:c]

len = length of string, tuple or list

c -- default is +1. The sign of c indicates forward or backward, absolute value of c indicates steps. Default is forward with step size 1. Positive means forward, negative means backward.

a --  When c is positive or blank, default is 0. When c is negative, default is -1.

b --  When c is positive or blank, default is len. When c is negative, default is -(len+1).

理解索引分配非常重要。

In forward direction, starts at 0 and ends at len-1

In backward direction, starts at -1 and ends at -len

当你说[a:b:c]时,你是说根据c的符号(向前或向后),从a开始,到b结束(不包括bth索引中的元素)。使用上面的索引规则,并记住您只能找到此范围内的元素:

-len, -len+1, -len+2, ..., 0, 1, 2,3,4 , len -1

但这一范围在两个方向上无限延伸:

...,-len -2 ,-len-1,-len, -len+1, -len+2, ..., 0, 1, 2,3,4 , len -1, len, len +1, len+2 , ....

例如:

             0    1    2   3    4   5   6   7   8   9   10   11
             a    s    t   r    i   n   g
    -9  -8  -7   -6   -5  -4   -3  -2  -1

如果在使用上面的a、b、c的规则进行遍历时,a、b和c的选择允许与上面的范围重叠,则会得到一个包含元素的列表(在遍历过程中被触摸),或者得到一个空列表。

最后一件事:如果a和b相等,那么也会得到一个空列表:

>>> l1
[2, 3, 4]

>>> l1[:]
[2, 3, 4]

>>> l1[::-1] # a default is -1 , b default is -(len+1)
[4, 3, 2]

>>> l1[:-4:-1] # a default is -1
[4, 3, 2]

>>> l1[:-3:-1] # a default is -1
[4, 3]

>>> l1[::] # c default is +1, so a default is 0, b default is len
[2, 3, 4]

>>> l1[::-1] # c is -1 , so a default is -1 and b default is -(len+1)
[4, 3, 2]


>>> l1[-100:-200:-1] # Interesting
[]

>>> l1[-1:-200:-1] # Interesting
[4, 3, 2]


>>> l1[-1:-1:1]
[]


>>> l1[-1:5:1] # Interesting
[4]


>>> l1[1:-7:1]
[]

>>> l1[1:-7:-1] # Interesting
[3, 2]

>>> l1[:-2:-2] # a default is -1, stop(b) at -2 , step(c) by 2 in reverse direction
[4]

其他回答

在Python 2.7中

Python中的切片

[a:b:c]

len = length of string, tuple or list

c -- default is +1. The sign of c indicates forward or backward, absolute value of c indicates steps. Default is forward with step size 1. Positive means forward, negative means backward.

a --  When c is positive or blank, default is 0. When c is negative, default is -1.

b --  When c is positive or blank, default is len. When c is negative, default is -(len+1).

理解索引分配非常重要。

In forward direction, starts at 0 and ends at len-1

In backward direction, starts at -1 and ends at -len

当你说[a:b:c]时,你是说根据c的符号(向前或向后),从a开始,到b结束(不包括bth索引中的元素)。使用上面的索引规则,并记住您只能找到此范围内的元素:

-len, -len+1, -len+2, ..., 0, 1, 2,3,4 , len -1

但这一范围在两个方向上无限延伸:

...,-len -2 ,-len-1,-len, -len+1, -len+2, ..., 0, 1, 2,3,4 , len -1, len, len +1, len+2 , ....

例如:

             0    1    2   3    4   5   6   7   8   9   10   11
             a    s    t   r    i   n   g
    -9  -8  -7   -6   -5  -4   -3  -2  -1

如果在使用上面的a、b、c的规则进行遍历时,a、b和c的选择允许与上面的范围重叠,则会得到一个包含元素的列表(在遍历过程中被触摸),或者得到一个空列表。

最后一件事:如果a和b相等,那么也会得到一个空列表:

>>> l1
[2, 3, 4]

>>> l1[:]
[2, 3, 4]

>>> l1[::-1] # a default is -1 , b default is -(len+1)
[4, 3, 2]

>>> l1[:-4:-1] # a default is -1
[4, 3, 2]

>>> l1[:-3:-1] # a default is -1
[4, 3]

>>> l1[::] # c default is +1, so a default is 0, b default is len
[2, 3, 4]

>>> l1[::-1] # c is -1 , so a default is -1 and b default is -(len+1)
[4, 3, 2]


>>> l1[-100:-200:-1] # Interesting
[]

>>> l1[-1:-200:-1] # Interesting
[4, 3, 2]


>>> l1[-1:-1:1]
[]


>>> l1[-1:5:1] # Interesting
[4]


>>> l1[1:-7:1]
[]

>>> l1[1:-7:-1] # Interesting
[3, 2]

>>> l1[:-2:-2] # a default is -1, stop(b) at -2 , step(c) by 2 in reverse direction
[4]

使用一点后,我意识到最简单的描述是它与for循环中的参数完全相同。。。

(from:to:step)

其中任何一项都是可选的:

(:to:step)
(from::step)
(from:to)

然后,负索引只需要将字符串的长度添加到负索引中即可理解它。

不管怎样,这对我来说都很有效。。。

切片规则如下:

[lower bound : upper bound : step size]

I-将上限和下限转换为公共符号。

II-然后检查步长是正值还是负值。

(i) 如果步长为正值,则上限应大于下限,否则将打印空字符串。例如:

s="Welcome"
s1=s[0:3:1]
print(s1)

输出:

Wel

但是,如果我们运行以下代码:

s="Welcome"
s1=s[3:0:1]
print(s1)

它将返回一个空字符串。

(ii)如果步长为负值,则上限应小于下限,否则将打印空字符串。例如:

s="Welcome"
s1=s[3:0:-1]
print(s1)

输出:

cle

但如果我们运行以下代码:

s="Welcome"
s1=s[0:5:-1]
print(s1)

输出将为空字符串。

因此,在代码中:

str = 'abcd'
l = len(str)
str2 = str[l-1:0:-1]    #str[3:0:-1] 
print(str2)
str2 = str[l-1:-1:-1]    #str[3:-1:-1]
print(str2)

在第一个str2=str[l-1:0:-1]中,上限小于下限,因此打印dcb。

然而,在str2=str[l-1:-1:-1]中,上限不小于下限(将下限转换为负值,即-1:因为最后一个元素的索引是-1和3)。

这里有一个简单的记忆方法,可以记住它是如何工作的:

S L*I*C*E*切片的“i”位于第一位,代表包容,“e”排在最后,代表独占。

所以array[j:k]将包括第j个元素,并排除第k个元素。

我不认为Python教程图(在各种其他答案中引用)是好的,因为这个建议适用于积极的步幅,但不适用于消极的步幅。

这是一个图表:

 +---+---+---+---+---+---+
 | P | y | t | h | o | n |
 +---+---+---+---+---+---+
 0   1   2   3   4   5   6
-6  -5  -4  -3  -2  -1

从图中,我希望[-4,-6,-1]是yP,但它是ty。

>>> a = "Python"
>>> a[2:4:1] # as expected
'th'
>>> a[-4:-6:-1] # off by 1
'ty'

始终有效的方法是在字符或槽中思考,并将索引用作半开区间——如果是正步幅,则右开,如果是负步幅,那么左开。

这样,我可以将[-4:-6:-1]看作是区间术语中的(-6,-4])。

 +---+---+---+---+---+---+
 | P | y | t | h | o | n |
 +---+---+---+---+---+---+
   0   1   2   3   4   5  
  -6  -5  -4  -3  -2  -1

 +---+---+---+---+---+---+---+---+---+---+---+---+
 | P | y | t | h | o | n | P | y | t | h | o | n |
 +---+---+---+---+---+---+---+---+---+---+---+---+
  -6  -5  -4  -3  -2  -1   0   1   2   3   4   5