列表方法
- list.append(x):把一个元素添加到列表的结尾,相当于 a[len(a):] = [x]。
- list.extend(L):通过添加指定列表的所有元素来扩充列表,相当于 a[len(a):] = L。
- list.insert(i, x):在指定位置插入一个元素。第一个参数是准备插入到其前面的那个元素的索引,例如 a.insert(0, x) 会插入到整个列表之前,而 a.insert(len(a), x) 相当于 a.append(x) 。
- list.remove(x):删除列表中值为 x 的第一个元素。如果没有这样的元素,就会返回一个错误。
- list.pop([i]):从列表的指定位置移除元素,并将其返回。如果没有指定索引,a.pop()返回最后一个元素。元素随即从列表中被移除。(方法中 i 两边的方括号表示这个参数是可选的,而不是要求你输入一对方括号,你会经常在 Python 库参考手册中遇到这样的标记。)
- list.clear():移除列表中的所有项,等于del a[:]。
- list.index(x):返回列表中第一个值为 x 的元素的索引。如果没有匹配的元素就会返回一个错误。
- list.count(x):返回 x 在列表中出现的次数。
- list.sort():对列表中的元素进行排序。
- list.reverse():倒排列表中的元素。
- list.copy():返回列表的浅复制,等于a[:]。
列表当堆栈使用
用 append() 方法可以把一个元素添加到堆栈顶。用不指定索引的 pop() 方法可以把一个元素从堆栈顶释放出来。
列表当队列使用
在队列里第一加入的元素,第一个取出来;但是拿列表用作这样的目的效率不高。在列表的最后添加或者弹出元素速度快,然而在列表里插入或者从头部弹出速度却不快(因为所有其他的元素都得一个一个地移动)。
<span> 1</span> >>> <span>from</span> collections <span>import</span><span> deque </span><span> 2</span> >>> queue = deque([<span>"</span><span>Eric</span><span>"</span>, <span>"</span><span>John</span><span>"</span>, <span>"</span><span>Michael</span><span>"</span><span>]) </span><span> 3</span> >>> queue.append(<span>"</span><span>Terry</span><span>"</span>) <span>#</span><span> Terry arrives</span> <span> 4</span> >>> queue.append(<span>"</span><span>Graham</span><span>"</span>) <span>#</span><span> Graham arrives</span> <span> 5</span> >>> queue.popleft() <span>#</span><span> The first to arrive now leaves</span> <span> 6</span> <span>"</span><span>Eric</span><span>"</span> <span> 7</span> >>> queue.popleft() <span>#</span><span> The second to arrive now leaves</span> <span> 8</span> <span>"</span><span>John</span><span>"</span> <span> 9</span> >>> queue <span>#</span><span> Remaining queue in order of arrival</span> <span>10</span> deque([<span>"</span><span>Michael</span><span>"</span>, <span>"</span><span>Terry</span><span>"</span>, <span>"</span><span>Graham</span><span>"</span>])
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列表推导式
列表推导式提供了从序列创建列表的简单途径。每个列表推导式都在 for 之后跟一个表达式,然后有零到多个 for 或 if 子句。返回结果是一个根据表达从其后的 for 和 if 上下文环境中生成出来的列表。如果希望表达式推导出一个元组,就必须使用括号。
可以对每一个元素逐个调用,Python strip() 方法用于移除字符串头尾指定的字符(默认为空格)或字符序列。
<span>1</span> >>> freshfruit = [<span>"</span><span> banana</span><span>"</span>, <span>"</span><span> loganberry </span><span>"</span>, <span>"</span><span>passion fruit </span><span>"</span><span>] </span><span>2</span> >>> [weapon.strip() <span>for</span> weapon <span>in</span><span> freshfruit] </span><span>3</span> [<span>"</span><span>banana</span><span>"</span>, <span>"</span><span>loganberry</span><span>"</span>, <span>"</span><span>passion fruit</span><span>"</span>]
一些技巧,round() 方法返回浮点数x的四舍五入值,round() 方法返回浮点数x的四舍五入值,
- x — 数值表达式。
- n — 数值表达式,表示从小数点位数。
<span> 1</span> >>> [3*x <span>for</span> x <span>in</span> vec <span>if</span> x > 3<span>] </span><span> 2</span> [12, 18<span>] </span><span> 3</span> >>> [3*x <span>for</span> x <span>in</span> vec <span>if</span> x < 2<span>] </span><span> 4</span> <span>[] </span><span> 5</span> >>> [x*y <span>for</span> x <span>in</span> vec1 <span>for</span> y <span>in</span><span> vec2] </span><span> 6</span> [8, 6, -18, 16, 12, -36, 24, 18, -54<span>] </span><span> 7</span> >>> [x+y <span>for</span> x <span>in</span> vec1 <span>for</span> y <span>in</span><span> vec2] </span><span> 8</span> [6, 5, -7, 8, 7, -5, 10, 9, -3<span>] </span><span> 9</span> >>> [vec1[i]*vec2[i] <span>for</span> i <span>in</span><span> range(len(vec1))] </span><span>10</span> [8, 12, -54<span>] </span><span>11</span> >>> [str(round(355/113, i)) <span>for</span> i <span>in</span> range(1, 6<span>)] </span><span>12</span> [<span>"</span><span>3.1</span><span>"</span>, <span>"</span><span>3.14</span><span>"</span>, <span>"</span><span>3.142</span><span>"</span>, <span>"</span><span>3.1416</span><span>"</span>, <span>"</span><span>3.14159</span><span>"</span>]
嵌套列表
>>> matrix =<span> [ ... [</span>1, 2, 3, 4<span>], ... [</span>5, 6, 7, 8<span>], ... [</span>9, 10, 11, 12<span>], ... ] </span>>>> [[row[i] <span>for</span> row <span>in</span> matrix] <span>for</span> i <span>in</span> range(4<span>)] [[</span>1, 5, 9], [2, 6, 10], [3, 7, 11], [4, 8, 12]]
>>> transposed =<span> [] </span>>>> <span>for</span> i <span>in</span> range(4<span>): ... transposed.append([row[i] </span><span>for</span> row <span>in</span><span> matrix]) ... </span>>>><span> transposed [[</span>1, 5, 9], [2, 6, 10], [3, 7, 11], [4, 8, 12]]
>>> transposed =<span> [] </span>>>> <span>for</span> i <span>in</span> range(4<span>): ... </span><span>#</span><span> the following 3 lines implement the nested listcomp</span> ... transposed_row =<span> [] ... </span><span>for</span> row <span>in</span><span> matrix: ... transposed_row.append(row[i]) ... transposed.append(transposed_row) ... </span>>>><span> transposed [[</span>1, 5, 9], [2, 6, 10], [3, 7, 11], [4, 8, 12]]
del语句
使用 del 语句可以从一个列表中依索引而不是值来删除一个元素。这与使用 pop() 返回一个值不同。可以用 del 语句从列表中删除一个切割,或清空整个列表。
<span> 1</span> >>> a = [-1, 1, 66.25, 333, 333, 1234.5<span>] </span><span> 2</span> >>> <span>del</span><span> a[0] </span><span> 3</span> >>><span> a </span><span> 4</span> [1, 66.25, 333, 333, 1234.5<span>] </span><span> 5</span> >>> <span>del</span> a[2:4<span>] </span><span> 6</span> >>><span> a </span><span> 7</span> [1, 66.25, 1234.5<span>] </span><span> 8</span> >>> <span>del</span><span> a[:] </span><span> 9</span> >>><span> a </span><span>10</span> []
元组和序列
组在输出时总是有括号的,以便于正确表达嵌套结构。在输入时可能有或没有括号, 不过括号通常是必须的。
集合
集合是一个无序不重复元素的集。基本功能包括关系测试和消除重复元素。
可以用大括号({})创建集合。注意:如果要创建一个空集合,你必须用 set() 而不是 {} ;后者创建一个空的字典。
字典
序列是以连续的整数为索引,与此不同的是,字典以关键字为索引,关键字可以是任意不可变类型,通常用字符串或数值。理解字典的最佳方式是把它看做无序的键=>值对集合。在同一个字典之内,关键字必须是互不相同。一对大括号创建一个空的字典:{}。
构造函数 dict() 直接从键值对元组列表中构建字典。如果有固定的模式,列表推导式指定特定的键值对:
>>> dict([(<span>"</span><span>sape</span><span>"</span>, 4139), (<span>"</span><span>guido</span><span>"</span>, 4127), (<span>"</span><span>jack</span><span>"</span>, 4098<span>)]) {</span><span>"</span><span>sape</span><span>"</span>: 4139, <span>"</span><span>jack</span><span>"</span>: 4098, <span>"</span><span>guido</span><span>"</span>: 4127}
字典推导可以用来创建任意键和值的表达式词典
>>> {x: x**2 <span>for</span> x <span>in</span> (2, 4, 6<span>)} {</span>2: 4, 4: 16, 6: 36}
如果关键字只是简单的字符串,使用关键字参数指定键值对有时候更方便
>>> dict(sape=4139, guido=4127, jack=4098<span>) {</span><span>"</span><span>sape</span><span>"</span>: 4139, <span>"</span><span>jack</span><span>"</span>: 4098, <span>"</span><span>guido</span><span>"</span>: 4127}
遍历技巧
在字典中遍历时,关键字和对应的值可以使用 items() 方法同时解读出来
>>> knights = {<span>"</span><span>gallahad</span><span>"</span>: <span>"</span><span>the pure</span><span>"</span>, <span>"</span><span>robin</span><span>"</span>: <span>"</span><span>the brave</span><span>"</span><span>} </span>>>> <span>for</span> k, v <span>in</span><span> knights.items(): ... </span><span>print</span>(k, v)
在序列中遍历时,索引位置和对应值可以使用 enumerate() 函数同时得到
>>> <span>for</span> i, v <span>in</span> enumerate([<span>"</span><span>tic</span><span>"</span>, <span>"</span><span>tac</span><span>"</span>, <span>"</span><span>toe</span><span>"</span><span>]): ... </span><span>print</span><span>(i, v) ... 0 tic </span>1<span> tac </span>2 toe
同时遍历两个或更多的序列,可以使用 zip() 组合
<span>1</span> >>> questions = [<span>"</span><span>name</span><span>"</span>, <span>"</span><span>quest</span><span>"</span>, <span>"</span><span>favorite color</span><span>"</span><span>] </span><span>2</span> >>> answers = [<span>"</span><span>lancelot</span><span>"</span>, <span>"</span><span>the holy grail</span><span>"</span>, <span>"</span><span>blue</span><span>"</span><span>] </span><span>3</span> >>> <span>for</span> q, a <span>in</span><span> zip(questions, answers): </span><span>4</span> ... <span>print</span>(<span>"</span><span>What is your {0}? It is {1}.</span><span>"</span><span>.format(q, a)) </span><span>5</span> <span>... </span><span>6</span> What <span>is</span> your name? It <span>is</span><span> lancelot. </span><span>7</span> What <span>is</span> your quest? It <span>is</span><span> the holy grail. </span><span>8</span> What <span>is</span> your favorite color? It <span>is</span> blue.
format格式化函数
<span>print</span>(<span>"</span><span>网站名:{name}, 地址 {url}</span><span>"</span>.format(name=<span>"</span><span>菜鸟教程</span><span>"</span>, url=<span>"</span><span>www.runoob.com</span><span>"</span><span>)) </span><span>#</span><span> 通过字典设置参数</span> site = {<span>"</span><span>name</span><span>"</span>: <span>"</span><span>菜鸟教程</span><span>"</span>, <span>"</span><span>url</span><span>"</span>: <span>"</span><span>www.runoob.com</span><span>"</span><span>} </span><span>print</span>(<span>"</span><span>网站名:{name}, 地址 {url}</span><span>"</span>.format(**<span>site)) </span><span>#</span><span> 通过列表索引设置参数</span> my_list = [<span>"</span><span>菜鸟教程</span><span>"</span>, <span>"</span><span>www.runoob.com</span><span>"</span><span>] </span><span>print</span>(<span>"</span><span>网站名:{0[0]}, 地址 {0[1]}</span><span>"</span>.format(my_list)) <span>#</span><span> "0" 是必须的</span>