阅读目录(Content)

• 一、各种方法介绍
• 二、代码部分

from collections import Counter, defaultdict, ChainMap, OrderedDict, deque, namedtuple

"1.Counter"

# 三个方法，在前面的博客词频统计有学习过。

s = 'de8g love python so much'

counter = Counter(s)

# print(counter, type(counter))

# print(list(counter.elements()))

print(counter.most_common(5))  # 排序

counter.subtract('o')          # 对某一个统计减少一次

print(counter.most_common(5))  # 排序

"2. 默认字典"

# 默认字典defaultdict 在lambda中学习过

defaultdict(lambda: 0)

defaultdict(lambda: 'abc')

c = defaultdict(lambda: (3,6))

c['a']

print(c)

# 默认字典在传统的统计里面使用

s = 'de8ug loves you so de8ug loves you so much you so much  much '

# count_spilt = {}

dc_words = defaultdict(int)  # 或者 lambda: 0

dc_words[10]

for i in s.split(' '):

    # if i in count_spilt:

    #     count_spilt[i] += 1

    # else:

    #     count_spilt[i] = 1

    dc_words[i] += 1

print(dc_words)

# 默认字典的赋值为空列表

line = [(1,2),(1,3),(3,6),(4,7),(3,9),(4,9),(5,10)]

# 把相同x的y 追加到列表中

# line_new = {1:[2,3],3:{6,9}}

line_new = {}

for x,y in line:

    if x not in line_new:

        line_new[x] = [y]

    else:

        line_new[x].append(y)

print(line_new)

# -----------------------

line_dic = defaultdict(list)  # 新做法

for x, y in line:

    line_dic[x].append(y)

print(line_dic)

"3. ChainMap "

# 把两个字典组合起来

d1 = {'debug':1,"louhui":2,"diaosi":3}

d2 = {1: [2, 3], 3: [6, 9], 4: [7, 9], 5: [10]}

chain = ChainMap(d1,d2)

d3 = {'louhui':'shuai', 'caoyu':4, 1:"1"}

chain.update(d3)

print(chain)

"4. OrderDict"

# 在python3 字典就是有序的，但是我们不能依赖他，可能会变化

# 传统做法

dict2 = {'': 2,'a': 3,'de8ug': 2,'e': 8,'k': 9,'loves': 2,'much': 3,'so': 3,'you': 3}

keys = dict2.keys()

sorted(keys)

for k in keys:

    print(k, dict2['e'])

# 使用OrderDict

dd = {'banana': 3, 'apple':4, 'pear': 1, 'orange': 2}

order_dic = Orderdd = {'banana': 3, 'apple':4, 'pear': 1, 'orange': 2}

#按key排序

kd = OrderedDict(sorted(dd.items(), key=lambda t: t[0]))

#按照value排序

vd = OrderedDict(sorted(dd.items(),key=lambda t:t[1]))

"5. deque"

# deque - double-end que.双向队列，支持线程安全

de = deque()

de.append(1)

de.append(2)

de.appendleft(3)

print(de)

de1 = deque([1,2,3,4,5,6,7], 7)

print(de1)

de1.rotate(3)  # 旋转

print(de1)

# 另外一个作用，tail类型。输出文件的最后几行

def tail_file(filename, n):

    with open(filename, 'r') as f:

        return deque(f, n)

print(tail_file('/Users/lh/my_learn_python/01-python/123.txt', 2))

"6. nametuple"

# 就是给元祖每个变量定义一个名字

# 三种命名格式

Point = namedtuple('Point', 'm,n')

Point = namedtuple('Point', 'm n')

Point = namedtuple('Point', ['x', 'y'])

# Ponit=namedtuple('Point-LH','x,y')

p = Point(1,2)

print(p)

print(p.x)