python基础内容回顾

第一节, python基础内容回顾

一. 关于上课

通常情况下, 周一, 周三, 周五晚上8点上课. 但是为了课程完整性, 以及一些特殊情况. 会有调整. 各位一定要注意群公告. 有些人习惯性把群屏蔽. 请把"猿来教育-樵夫"设置为关注的群成员. 这样避免遗漏掉最新的通知.

关于答疑, 写程序嘛, 出问题很正常, 不要慌. 先阅读错误信息. 找到错误信息中的关键点. 第一个, 是最后一句错误信息, 第二个, 是行号.
最后一句错误信息一般都会很直接的告诉你. 出了什么问题. 而行号, 能告诉你, 哪里出问题了. 再去结合你写的代码. 去感觉, 去猜测, 哪里会出问题. 慢慢的培养自己解决问题的能力. 这个很重要.

关于伸手党, 之前我没注意过这东西. 后来发现. 有人接单, 然后发给我. 让我给做. 做完了. 他去赚钱. 这个商业思维很6. 兄弟们. 不能这么干啊. 这是要搞死我的节奏. 所以, 这种伸手党, 不学, 只求结果的. 一概拒绝.

如果你截图截的是代码。那么请带上行号。

樵夫的诉求。尽量不要用手机拍照了。

没基础. 直播跟不上. 切忌不要硬跟直播(懵). 不如慢慢看录播.

跟着自己的节奏去学就好了.

python基础(录播) 已经录好的... 至少学到 *, ** 装饰器, 迭代器, 函数嵌套.

直播安排

直播阶段 -> 小鹅通

最前头:

python基础回顾: 樵夫 2节课.

课程前期: 爬虫基础, lucky老师

课程中期: JavaScript, 网页逆向. 樵夫老师

课程后期: app逆向. 沛齐老师 -> 腾讯会议

二. 关于爬虫的特殊性

爬虫是一个很蛋疼的东西, 可能今天讲解的案例. 明天就失效了. 所以, 不要死盯着一个网站干. 要学会见招拆招(爬虫的灵魂)
爬虫程序如果编写的不够完善. 访问频率过高. 很有可能会对服务器造成毁灭性打击, 所以, 不要死盯着一个网站干. 请放慢你爬取的速度. 为你好, 也为网站好.

腾讯, 阿里, 字节的网站, 反爬手段很残忍. 新手不要去挑战这种大厂. 等你有实力了. 慢慢研究(哪个都要研究很久....)

gov的网站, 非必要, 不爬取. 非要爬取. 请一定降低访问频率. 为你好....

不要以为gov的网站好欺负. 那是地方性的网站. 中央的很多重要网站都有非常强力的防护措施(瑞数等...) 这种. 愿意搞的. 自己研究. 樵夫搞不定....

网站防护很强. 但是服务器很垃圾.

爬虫只能爬你看得见的东西!!!!!

个人信息不能碰.

不要妨碍人家网站服务器的正常运营.

网站的多变性: 这个是爬虫的魅力. 我们要全方位的去思考. 就像找漏洞一样. 思维逻辑不可能是固定的. 达到目的即可. 不要死磕牛角尖. 要不然, 你会死的很惨.... 要学会见招拆招.

关于憋代码这个事. 要憋. 一定要憋. 让你憋主要有两个原因.

简单的语法使用错误. 不憋记不住
复杂的程序逻辑. 不憋培养不出来独立思考能力.
一定要有独立解决问题的能力.

三. 必须要掌握的py基础

3.1 基础语法相关

if条件判断
```
if 条件:
    # 事情1
else:
    # 事情2
```
上面就是if的最基础的语法规则. 含义是, 如果条件为真, 去执行事情1, 如果条件不真, 去执行事情2. 这东西. 我就不拆开聊了. 关于if. 你要记住的事情是, 它是用来做条件判断的. 以后你的程序里, 如果需要条件判断了. 就用它....

举例,

在写爬虫的时候. 我们会遇到这样的两种情况

情况一, 数据里有一些我们并不需要的内容
```
data = "10,英雄本色,1500万"   # 正常你需要的数据
data = "11,-,-"  # 你不需要的数据

# 伪代码, 理解含义(思路)
if data里有你不需要的数据:
	再见
else:
 	保留
```
情况二, 页面结构不统一, 会有两种页面结构
```
# 伪代码, 理解含义(思路)
提取器1 = xxxx  #  用来提取页面中内容的
提取器2 = xxxxxx

# 页面有可能是不规则的。 张飞， 潘长江 
结果1 = 提取器1.提取(页面)
if 结果1:
    有结果. 存起来
else:
    没有结果. 
    结果2 = 提取器2.提取(页面)
```
相信我, 上面的逻辑并不难. 但是, 到了后面很多小伙伴容易踩坑. 我们完全没必要用一个提取器获取所有的数据. 完全没必要.....
while循环
关于循环, 我们必须要知道一个事情.
```
while 条件:
    循环体
```
如果条件为真, 就执行循环体, 然后再次判断条件.....直到条件为假. 结束循环.

反复的执行一段代码

关于True和False

True, 是真的意思. 翻译成人话: 对的, OK, 没毛病. 确定

False, 是假的意思. 翻译成人话: 不对劲, 错误, No. 有瑕疵. 不对劲

这个应该都能看懂.

但是下面这个, 需要各位去记住

# 几乎所有能表示为空的东西. 都可以认为是False
print(bool(0))
print(bool(""))
print(bool([]))
print(bool({}))
print(bool(set()))
print(bool(tuple()))
print(bool(None))
# 上面这一坨全是False, 相反的. 都是真. 利用这个特性. 我们可以有以下的一些写法

# 伪代码, 理解逻辑. 
结果 = 提取器.提取(页面)
if 结果:
    有结果. 我要保存结果
else:
    没结果. ......

# a = 10
# a += 10
# print(a)

# # 重修python基础..
# name = "周杰伦"
# print(name)  # ???
# print("name")  # 为什么不是周杰伦

# a = 10
# b = "a" + 1  # "a" 和 a 不是一个东西...
# print(b)

# 条件判断..
"""
if 你需要的:
    存起来
else:
    continue
"""
# 有的数据是我需要的. 有的是我不需要的. 我该怎么办?
# 大胆一点. 当你需要判断的时候. 首选if...

# data = {}  # 数据里面有东西就是True, 没东西就是False
# if data:
#     存起来
# else:
#     拜拜

# 基础数据类型中. 所有描述为空的都是False, 其他的都是True
# 0, "", [], {}, set(), tuple(), None, False


# # 模拟爬虫
# 提取器1 = "可以提取数据"
# 提取器2 = "可以提取数据"
#
# data = 提取器1.获取数据()
#
# if data:
#     存起来
# else:
#     data = 提取器2.获取数据()
#     存起来

# while True:
#     数据 = 爬取数据()
#     if 数据:
#         break
#     time.sleep(1)
#

# while True:
#     数据 = 爬取数据()
#     if not 数据:
#         time.sleep(1)
#         continue
#     存储数据....
#     break

# print(bool(0))
# print(bool(""))
# print(bool([]))
# print(bool({}))
# print(bool(set()))
# print(bool(tuple()))
# print(bool(None))

3.2 字符串 (万恶之源, 必须要会的, 而且要熟..)

字符串在爬虫里. 必须要知道的几个操作:

索引和切片
索引, 就是第几个字符. 它从0开始.
切片, 从字符串中提取n个字符.

s = "我爱黎明,黎明爱我"
print(s[1])
print(s[0])

print(s[2:4])  从第2个, 到第4个(取不到4)

strip()

我们从网页上提取的数据. 很多都是带有一些杂质的(换行, 空格),怎么去掉?

strip()可以去掉字符串左右两端的空白(空格, 换行\n, 回车\r, 制表符\t)
```
s = "    \t\t\t我的天哪\r\r      \n\n  "  # 够乱的字符串
s1 = s.strip()
print(s1)  # 好了 `我的天哪`
```

split()

split, 做切割的.

s = "10,男人本色,100000万"  # 你在网页上提取到这样的一段数据. 现在我需要电影名称
tmps = s.split(",")
name = tmps[1]
print(name)  # 男人本色

id, name, money = s.split(",")  # 切割后. 把三个结果直接怼给三个变量
print(id)
print(name)
print(money)

replace()

replace, 字符串替换

s = "我      \t\t\n\n爱   黎       明    "   # 这是你从网页上拿到的东西
s1 = replace(" ", "").replace("\t", "").replace("\n", "")  # 干掉空格, \t, \n
print(s1)  # 我爱黎明

join()

join, 将列表拼接为一个完整的字符串

lst = ["我妈", "不喜欢", "黎明"]  # 有时,由于网页结构的不规则, 导致获取的数据是这样的. 
s1 = "".join(lst)  # 用空字符串把lst中的每一项拼接起来
print(s1)  # 我妈不喜欢黎明

lst2 = ["\n\r","\n\r","周杰伦\n\r", "\n不认识我\r"] 
s2 = "".join(lst2).replace("\n", "").replace("\r", "")
print(s2)  # 周杰伦不认识我

f-string

格式化字符串的一种方案

s = "周杰伦"
s1 = f"我喜欢{s}"  #  它会把一个变量塞入一个字符串
print(s1)  # 我喜欢周杰伦

k = 10085
s2 = f"我的电话号是{k+1}" # 它会把计算结果赛入一个字符串
print(s2)  # 我的电话号是10086

# 综上, f-string的大括号里, 其实是一段表达式.能计算出结果即可


%s  %d  --->  %(NAME, AGE)

# s = 'abc'
# s = "abc"
# s = '''abc'''
# s = """abc"""

# 帮我打印 周杰伦说: "我爱昆凌"
# \"  =>  "
# \\  => \
# print("周杰伦说: \"我爱昆凌\"")
# print('周杰伦说: "我爱昆凌"')

# # 格式化
# name = "周杰伦"
# wife = "昆凌"
#
# s = "%s的老婆是%s" % (name, wife)
# s2 = "{}的老婆是{}".format(name, wife)
# s3 = f"{name}的老婆是{wife + name}"  # f-string 推荐这个.
# print(s)
# print(s2)
# print(s3)

# # 索引和切片
# # 索引从0开始, 反着取从-1开始
# # 索引0 1 2 3 4 5 6 7 8 9
# s = "明天我上午不上班嘿嘿嘿"
# print(s[5])
# print(s[-4])

# 切片的规则,  从xxx到xxxx. 后面的这个位置取不到.
# print(s[3: 5])

# print(s[::-1])  # 把字符串翻转过来.

# 重要....
# print(s[2:])   # 前两个我不需要..


# strip, split, replace, join, startswith
# # strip(), 可以去掉字符串左右两端的空白(空格, 换行符\n, 回车符\r, 制表符\t)
# s = "  \n\r\t    阿萨德加大加肥SaaS看两架飞机啊   发    "
# s = s.strip()  # 字符串是不可变的数据类型. 你所有的操作都是返回给你一个新的字符串.
# print(s)
# # s.stript()  # 拉出去枪毙5分钟....

# split() 对字符串进行切割. 默认是用(空白切割) 切割出来的东西会放入列表中...
# s = "001 2022 李茂换太子         128000"
# print(s.split())  # 默认用空白切割
# s = "alex_sb_樵夫_sb_沛齐"
# print(s.split("_sb_"))  # 可以指定某个东西切割...


# replace()  用来做字符串替换的
# s = "alex_sb_樵夫_sb_沛齐_sb_lucky"
# print(s.replace("_sb_", ""))  # 进行字符串替换

# # 干掉所有空白.或者你不需要的东西
# s = "\n\r 周 \t 杰         伦\n\r喜欢\t       我"
# print(s)
# s1 = s.replace("\n", "")
# s2 = s1.replace("\t", "")
# s3 = s2.replace("\r", "")
# s4 = s3.replace(" ", "")
# print(s4)

# lst = ["我爱", "昆凌", ", 她很好看", "但是, 她嫁人了. "]
# # 拼接
# s = "".join(lst)
# print(s)

# # startswith() 判断字符串是否以xxxx开头
# s = "张无忌"
# if s.startswith("张"):
#     xxxx

# mac = "123456789010"
# address = ":".join([mac[i:i+2]for i in range(0, len(mac), 2)])
# print(address)

3.3 列表

列表, 我们未来遇见的仅次于字符串的一种数据类型. 它主要是能承载大量的数据. 理论上. 你的内存不炸. 它就能一直存

索引, 切片

列表的索引和切片逻辑与字符串完全一致

lst = ["赵本山", "王大陆", "大嘴猴", "马后炮"]
item1 = lst[2]  # 大嘴猴
item2 = lst[1]  # 王大陆

lst2 = lst[2:]
print(lst2)  # ["大嘴猴", "马后炮"]

# 注意, 如果列表中没有数据. 取0会报错
lst = []
print(lst[0])  # 报错, Index out of bounds

# 注意, 如果给出的索引下标超过了列表的最大索引. 依然会报错
lst = ["123", "456"]
print(lst[9999])  # 报错, Index out of bounds

增加

给列表添加数据.

lst = [11,22]
lst.append(33)
lst.append(44)
print(lst)  # [11,22,33,44]

删除

删除数据(不常用, 好不容易爬到的数据. 为什么要删)
```
lst.remove("周润发")  #  把周润发删掉
```

修改

lst = ["赵本山", "王大陆", "大嘴猴", "马后炮"]
lst[1] = "周杰伦"
print(lst)  # ["赵本山", "周杰伦", "大嘴猴", "马后炮"]

range

用for循环数数的一个东西

for i in range(10):
    print(i)   # 从0数到9
   
for i in range(5, 10):
    print(i)  # 从5 数到 9

查询(必会!!!!)

lst = ["赵本山", "周杰伦", "大嘴猴", "马后炮"]
print(lst[0])
print(lst[1])
print(lst[2])
print(lst[3])

# 循环列表的索引
for i in range(len(lst)):
    print(lst[i])
# 循环列表的内容
for item in lst:
    print(item)

# lst = [] #  lst = list()
# # 列表不同于字符串. 它是在原有的基础上进行操作的.
# # 增加数据(强制要求你会)
# lst.append("周杰伦")
# lst.append("昆凌")
# lst.append("王新玲")
#
# print(lst)
#
# lst.insert(2, "樵夫")
# print(lst)

# lst1 = ["张无忌", "张翠山"]
# lst2 = ["张三丰", "张三"]
# lst1.extend(lst2)  # 合并两个列表
# print(lst1)

# lst = ['张无忌', '张翠山', '张三丰', '张三']
# lst[1] = "樵夫"  # 用索引重新指定数据即可

# # 删除数据
# lst = ['张无忌', "李嘉诚", "李嘉欣", '张翠山', '张三丰', '张三']
# # lst.pop(1) # 用索引删除
# # print(lst)
#
# # lst.remove("张翠山")  # 指定你要删除的元素
# # print(lst)
#
# for item in lst[:]:  # 循环列表的同时, 想要删除列表中的内容. 用切片整体切下来
#     if item.startswith("张"):
#         lst.remove(item)
# print(lst)

# # range() 用来数数的.
# for i in range(10):  # 0-9
#     print(i)

# for i in range(10, 20):  # 10-19
#     print(i)

# for i in range(1, 10, 3):  # 1 4 7
#     print(i)

# for i in range(1, 11):
#     # 更换页码
#     url = f"http://www.baidu.com/page={i}"  # 自动帮你str(i)
#     print("爬取一页的数据", url)


# # 把lst中每一项数据增加10
# lst = [11, 22, 33, 44, 55]
# for i in range(len(lst)):  # 可以循环出列表的索引
#     # print(item + 10)
#     item = lst[i]  # 通过索引获取数据
#     lst[i] = item + 10  # 修改需要索引.
# print(lst)

# # enumerate()
# lst = [11, 22, 33, 44, 55]
# for i, item in enumerate(lst):
#     lst[i] = item + 10
# print(lst)

3.4 字典

字典可以成对儿的保存数据.

增加

dic = {}
dic['name'] = '樵夫'
dic['age'] = 18

print(dic)  # {"name": "樵夫", "age": 18}

修改

dic = {"name": "樵夫", "age": 18}
dic['age'] = 19
print(dic)  # {"name": "樵夫", "age": 19}

删除(不常用)

dic = {"name": "樵夫", "age": 18}
dic.pop("age")
print(dic)  # {'name': '樵夫'}

查询(重点)

dic = {"name": "樵夫", "age": 18}

a = dic['name']  # 查询'name'的值
print(a)  # 樵夫

b = dic['age']  # 拿到dic中age对应的值
print(b)  # 18

c = dic['哈拉少']   # 没有哈拉少. 报错
d = dic.get("哈拉少")  # 没有哈拉少, 不报错. 返回None. 它好. 它不报错

循环

dic = {"name": "樵夫", "age": 18}
for k in dic:  # 循环出所有的key
    print(k)  
    print(dic[k])  # 获取到所有的value并打印

嵌套

dic = {
    "name": "王峰",
    "age": 18,
    "wife": {
        "name": "章子怡",
        "age": 19,
    },
    "children": [
        {'name':"胡一菲", "age": 19},
        {'name':"胡二菲", "age": 18},
        {'name':"胡三菲", "age": 17},
    ]
}

# 王峰的第二个孩子的名字
print(dic['children'][1]['name'])
# 王峰所有孩子的名称和年龄
for item in dic['children']:
    print(item['name'])
    print(item['age'])

# dic = {}  # dic = dict()

# # 注意, 字典的key是不能重复的.
# # 在处理字典中的数据的时候. 需要用到key
# dic = {"name": "樵夫", "age": 18, "name": "哈哈哈哈"}
# print(dic)
# # 后存入的key会将之前存储的key的值替换掉..

# 增, 删(不用知道), 改, 查
# dic = {"name": "lucky"}
# # 新增数据
# # dic[key] = value
# # dic['name'] = "樵夫"
# # print(dic)
#
# # 如果key已经存在了. 那么就不执行新增的过程了
# dic.setdefault("name", "樵夫1111111")
# print(dic)

# # 删除
# dic = {"name": "樵夫", "name2": "lucky"}
# # 根据key删除
# dic.pop("name2")
# print(dic)


# dic = {"name": "lucky"}
# # dic[老key] = 新值
# dic['name'] = "樵夫6666"
# print(dic)
#
# # dic[key] = value  # 保存...
#
# # 查询
# dic = {"name": "樵夫"}
# print(dic['name'])  # 在字典中获取数据. 必须通过key
# print(dic.get("name"))  # 通过get()也可以获取到value
# # 区别:
# # 当key不存在的时候. get() 会返回一个None, dict[key]直接报错
# # 我们在大多数情况下是知道key的值的.

# dic = {"name": "樵夫", "age": 18, "hobby": "篮球"}
# # 循环字典的操作不是很常见(切忌, 不要见到字典就循环, 列表是循环最多的)
# for k in dic:  # 直接循环, 可以获取到key
#     print(k, dic[k])

# # 可不可以循环添加字典内容
lst1 = ["赵本山", "范伟", "王一博"]
lst2 = ["马大帅", "彪哥", "我不知道"]
#
# # # 需要的数据结果: {"赵本山": "马大帅"}
# # # 1. 笨方法
# # dic = {}
# # for i in range(len(lst1)):
# #     b1 = lst1[i]
# #     b2 = lst2[i]
# #     dic[b1] = b2
# # print(dic)
# # 2. 高级一点的方法
# # dic = {}
# # for k, v in zip(lst1, lst2):
# #     dic[k] = v
# # print(dic)
#
# # # 3. 最高级版本
# result = dict(zip(lst1, lst2))
# print(result)
#
# # 需要的数据结果: [{"actor": "赵本山", "zuo": "马大帅"}, {"actor": "范伟"...}, {}]
# result = []
# for i in range(len(lst1)):
#     dic = {}
#     b1 = lst1[i]
#     b2 = lst2[i]
#     dic['actor'] = b1
#     dic['zuo'] = b2
#     result.append(dic)
# print(result)
#
# # 一条语句....不推荐....
# print([{"actory": k, "zuo": v} for k, v in zip(lst1, lst2)])

# 嵌套...
person = {
    "name": "汪峰",
    "age": 55,
    "songs": ["春天里", "北京北京", "挪威的苦咖啡"],
    "wife": {
        "name": "子怡",
        "age": 48,
        "hobby": ["化化妆", "做做头", "跳跳舞"],
        "前夫哥": {
            "name": "lucky",
            "age": 23,
            "height": 193,  # 从网页上拿到的数据. 可能有, 可能没有
            "hobby": ["摩托车", "上班"]
        }
    },

    "children": [
        {"name": "alex1", "age": 41},
        {"name": "alex2", "age": 42},
        {"name": "alex3", "age": 43},
        {"name": "alex4", "age": 44},
        {"name": "alex5", "age": 45},
    ]
}

# # 上述字典就是一个字典的嵌套. 如何从嵌套的内容中获取到你需要的那个..
# # 剥洋葱: 一层一层的获取...
# print(person['age'])
# # 汪峰老婆的年龄
# print(person['wife']['age'])
# # 拿到前夫哥的年龄
# print(person['wife']['前夫哥']['age'])
# # 获取汪峰老婆的爱好
# print(person['wife']['hobby'])
# # 我想来一波汪峰老婆的每一个爱好.
# for item in person['wife']['hobby']:
#     print(item)

# # 打印汪峰每个孩子的名字和年龄(必会的)
# for item in person['children']:
#     print(item['name'], item['age'])
#
#
# r = person.get("wife")["前夫哥"].get("height")
# if r:
#     pass


# # {code: 0, msg: success, data:[{}, {}]}
# # {code: 9999, msg: error, data:None}  错了
# # 被服务器反爬..
# # 有可能会返回给你各种五花八门的状况. html, {code: 9999, msg: error, data:None}
#
# dic = {
#     "current": 2,
#     "limit": 20,
#     "count": 408995,
#     "list": [{"id":1381849,"prodName":"绿豆芽","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"0.95","highPrice":"1.0","avgPrice":"0.98","place":"","specInfo":"","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381848,"prodName":"黄豆芽","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"0.85","highPrice":"0.9","avgPrice":"0.88","place":"","specInfo":"","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381847,"prodName":"番茄","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"1.0","highPrice":"1.4","avgPrice":"1.2","place":"蒙冀鲁川","specInfo":"黑框","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381846,"prodName":"番茄","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"1.2","highPrice":"1.8","avgPrice":"1.5","place":"冀蒙","specInfo":"纸箱\\泡沫箱","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381845,"prodName":"番茄","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"2.0","highPrice":"2.5","avgPrice":"2.25","place":"鲁","specInfo":"白框","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381844,"prodName":"黄瓜","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"2.7","highPrice":"3.0","avgPrice":"2.85","place":"鲁辽云","specInfo":"袋\\箱","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381843,"prodName":"黄瓜","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"3.5","highPrice":"4.0","avgPrice":"3.75","place":"冀","specInfo":"鲜干花","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381842,"prodName":"小黄瓜","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"4.5","highPrice":"5.5","avgPrice":"5.0","place":"辽鲁","specInfo":"旱\\荷兰","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381841,"prodName":"茄子","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"0.6","highPrice":"2.7","avgPrice":"1.65","place":"冀鲁蒙云","specInfo":"","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381840,"prodName":"长茄","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"1.0","highPrice":"2.0","avgPrice":"1.5","place":"冀辽","specInfo":"","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381839,"prodName":"线茄","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"1.5","highPrice":"5.5","avgPrice":"3.5","place":"冀京闽","specInfo":"袋\\箱","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381838,"prodName":"广茄","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"2.5","highPrice":"3.5","avgPrice":"3.0","place":"云京","specInfo":"","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381837,"prodName":"冬瓜","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"0.6","highPrice":"0.8","avgPrice":"0.7","place":"豫桂","specInfo":"吊","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381836,"prodName":"冬瓜","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"0.3","highPrice":"0.4","avgPrice":"0.35","place":"苏","specInfo":"地","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381835,"prodName":"毛冬瓜","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"0.7","highPrice":"0.8","avgPrice":"0.75","place":"豫","specInfo":"长\\小","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381834,"prodName":"架豆","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"6.0","highPrice":"9.5","avgPrice":"7.75","place":"冀云闽","specInfo":"","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381833,"prodName":"豆王","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"5.0","highPrice":"6.5","avgPrice":"5.75","place":"辽云闽","specInfo":"","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381832,"prodName":"扁豆","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"5.0","highPrice":"6.8","avgPrice":"5.9","place":"冀鲁","specInfo":"","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381831,"prodName":"豇豆","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"3.5","highPrice":"6.0","avgPrice":"4.75","place":"云闽桂海","specInfo":"湿\\干","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None},{"id":1381830,"prodName":"白不老","prodCatid":1186,"prodCat":"蔬菜","prodPcatid":None,"prodPcat":"","lowPrice":"4.8","highPrice":"6.8","avgPrice":"5.8","place":"辽鲁闽","specInfo":"","unitInfo":"斤","pubDate":"2022-12-30 00:00:00","status":None,"userIdCreate":138,"userIdModified":None,"userCreate":"admin","userModified":None,"gmtCreate":None,"gmtModified":None}]}
#
# #
# for item in dic['list']:  # item 拿到的就是列表中的每一个小字典.
#     print(item['prodName'], item['highPrice'])

# 21:35 继续

3.5 集合和元祖

# # tuple  -> 元组, 特点是不可变.
# t = (1, 2, 3, 4, 5)
# t1 = (1, )  # 如果元组只有一项数据...末尾必须有,
#
# print(t1)

# 自动解构 unpack
# a = 1, 2
# print(a)
# print(type(a))
# a, b = (1, 2)  # 解包
# print(a)
# print(b)

# lst = [11, 22, 33, 44]
# # 这里隐含着unpack的过程
# for index, item in enumerate(lst):
#     print(index, item)

# # 解包的时候必须保证, 变量的个数和数据的个数相同
# a, b, c, d = 1, 2, 3
# print(a, b)

# # set集合 -> 不重复
# s = set()
# s.add("周杰伦")
# s.add("昆凌")
# s.add("王力宏")
# s.add("周杰伦")
# print(s)

# lst = [11, 22, 33, 44, 11, 22, 33]
# result = set(lst)
# print(result)

s = set()  # 所有不重复的名字
while 1:
    # 请输入所有人的名字, 重复的不进行添加
    name = input("请输入你的名字:")
    s_len = len(s)  # 计算长度
    s.add(name)  # 执行增加
    new_len = len(s)  # 计算新长度
    if s_len == new_len:
        print("重复的")
    else:
        print("不重复的")

3.5 字符集和bytes

字符集, 记住两个字符集就够了. 一个是utf-8, 一个是gbk. 都是支持中文的. 但是utf-8的编码数量远大于gbk. 我们平时使用的最多的是utf-8

# 把字符串转化成字节
bs = "我的天哪abcdef".encode("utf-8")
print(bs)  #  b'\xe6\x88\x91\xe7\x9a\x84\xe5\xa4\xa9\xe5\x93\xaaabcdef'
# 一个中文在utf-8里是3个字节. 一个英文是一个字节. 所以英文字母是正常显示的

# 把字节还原回字符串
bs = b'\xe6\x88\x91\xe7\x9a\x84\xe5\xa4\xa9\xe5\x93\xaaabcdef'
s = bs.decode("utf-8")
print(s)

记住, bytes不是给人看的. 是给机器看的. 我们遇到的所有文字, 图片, 音频, 视频. 所有所有的东西到了计算机里都是字节.

# 数据想要进行传输或者存储
#

# 在内存中使用的是unicode编码
# gbk  中国人的编码  一个中国汉字 -> 2个字节
# utf-8 可变长度的unicode, 一个中国汉字 -> 3个字节

# gbk和utf-8 是不能直接转换的.
# 从网页里拿到的字节如果是gbk, 那么你需要用gbk来处理
# 从网页里拿到的字节如果是utf-8, 那么你需要用utf-8来处理

# # \x两位  1个字节
# s = "我叫樵夫"
# # 转化成gbk看看
# bs = s.encode("gbk")
# print(bs)  # b'\xce\xd2\xbd\xd0\xe9\xd4\xb7\xf2'
#
# bs2 = s.encode("utf-8")
# print(bs2)  # b'\xe6\x88\x91\xe5\x8f\xab\xe6\xa8\xb5\xe5\xa4\xab'


# # 如何将字节转化回. 字符串
# bs = b'\xe6\x88\x91\xe5\x8f\xab\xe6\xa8\xb5\xe5\xa4\xab'
# s = bs.decode("utf-8")
# print(s)

# 以后需要编码的时候. 可以尝试用utf-8  如果utf-8可以. 就用utf-8
# 如果不行. 就换gbk
# 穷举法. 瞎蒙....

# 在网页端. 你能看到它用什么编码的. -> 98% 以上的网页...
# 如果网页上写的utf-8 不可用. 换gbk尝试.
# 如果都不行....极端....
# 按照网页上的编码来进行以下操作.  charset="utf-8"
# 正常的用utf-8处理完.

# # 在打印的时候报错
# s = "xxxxxx"  # 网页的东西.
# # 干掉所有不符合console编码的字符
# s = s.encode("gbk", "ignore").decode("gbk", "ignore")
# print(s)

# encode()  编码 -> 把字符串转化成字节
# decode()  解码 -> 把字节转化成字符串
# unicode -> 内存的编码
# gbk  -> 中国人的编码
# utf-8  -> 全世界的编码

3.6 文件操作

python中. 想要处理一个文件. 必须用open()先打开一个文件

语法规则

f = open(文件名, mode="模式", encoding='文件编码')
f.read()|f.write()
f.close()

文件名就不解释了.

模式:
我们需要知道的主要有4个. 分别是: r, w, a, b

r 只读模式. 含义是, 当前这一次open的目的是读取数据. 所以, 只能读. 不能写
w 只写模式. 含义是, 当前这一次open的目的是写入数据. 所以, 只能写, 不能读
a 追加模式. 含义是, 当前这一次open的目的是向后追加. 所以, 只能写, 不能读
b 字节模式. 可以和上面三种模式进行混合搭配. 目的是. 写入的内容或读取的内容是字节.

问:

如果我想保存一张图片. 应该用哪种模式?
我想读取txt文件, 用哪种模式?
我想复制一个文件. 应该用哪种模式?

encoding: 文件编码. 只有处理的文件是文本的时候才能使用. 并且mode不可以是b. 99%的时候我们用的是utf-8

另一种写法:

with open(文件名, mode=模式, encoding=编码) as f:
    pass

这种写法的好处是, 不需要我们手动去关闭f

读取一个文本文件:

with open("躺尸一摆手.txt", mode="r", encoding="utf-8") as f:
    for line in f:  # for循环可以逐行的进行循环文件中的内容
        print(line)

# 所有的文件读写离不开open
# open(路径, mode="模式", encoding="utf-8")
# mode:
#   1. r, read只读. 只能读. 不能写
#   2. w, write只写. 值能写, 不能读.
#   3. a, 追加写. 在文件末尾写入内容
#   4. 带b的,  处理非文本文件
# encoding: 编码
#   读取文件的时候. 文件中的内容是被编码的
#       你希望得到的是, 已经解码之后的东西了.
#       此时编码.open会自动根据你给的这个编码进行解码
#   写入文件的时候. 程序里有的是字符串.
#       写入文件之前,肯定是希望帮你进行编码操作的
#       此时编码.open会自动的帮你编码操作.#
#   给了encoding. 处理的就是字符串.

# # 读文件
# f = open("葫芦娃.txt", mode="r", encoding="utf-8")
# # s = f.read()  # 全读.
#
# # 读文件的最好的方案
# for line in f:
#     # print在每一行打印之后. 都会帮你增加一个换行 -> 不要管它
#     # 在文件中每一行的末尾, 有一个换行符
#     line = line.strip()  # 最好的方案
#     print(line)   # 没用

# # 写文件
# # w模式.如果文件存在. 清空. 如果文件不存在. 创建
# f = open("樵夫哈哈哈.txt", mode="w", encoding="utf-8")
# f.write("你好\n")
# f.write("我好")
# f.write("\n")
# f.write("大家好")

# 带b的, 读写的是字节. 处理非文本文件. 图片, 音频, 视频.
# 从网页上下载了一张图片
# bs = b''
# f = open("樵夫.png", mode="wb")
# f.write(bs)

# # 复制一个文件
# f1 = open("abc.jpg", mode="rb")
# f2 = open("d:/hehe.jpg", mode="wb")
# f2.write(f1.read())
#
# # 总忘记关闭
# f1.close()
# f2.close()
#                                   下面一行代码和当前行代码是一行.
# with open("abc.jpg", mode="rb") as f1,\
#         open("haha.jpg", mode="wb") as f2:
#     bs = f1.read()
#     f2.write(bs)

# # 坑, 深坑, 大坑. 巨坑
# lst = ['樵夫', "lucky", "沛齐", "alex", "sb"]
# # with open("老师.txt", mode="w", encoding="utf-8") as f:  # 打开文件
# #     for item in lst:  # 循环每一个
# #         f.write(item)  # 写入内容
#
# # 创建 樵夫.txt,lucky.txt, 沛齐.txt
# for item in lst:
#     with open(f"{item}.txt", mode="w", encoding="utf-8") as f:
#         pass

3.7 关于函数

在代码量很少的时候, 我们并不需要函数. 但是一旦代码量大了. 一次写个几百行代码. 调试起来就很困难. 此时, 建议把程序改写成一个一个具有特定功能的函数. 方便调试. 也方便代码的重用

def 函数名(形式参数):
    # 函数体
    return 返回值

上面是编写一个函数的固定逻辑. 但是, 编写好的函数是不会自己运行的. 必须有人调用才可以

函数名(实际参数)

写一个试试:

def get_page_source(url):
    print("我要发送请求了. 我要获取到页面源代码啊")
    return "页面源代码"

pg_one = get_page_source("baidu.com")
pg_two = get_page_source("koukou.com")

再来一个

def download_image(url, save_path):
    print(f"我要下载图片{url}了", f"保存在{save_path}")

donwload_image("http://www.baidu.com/abc/huyifei.jpg", "胡二飞.jpg")
donwload_image("http://www.baidu.com/aaa/dagedagefeifeifei.jpg", "大哥大哥飞飞飞.jpg")

总结, 函数的好处就是, 以后需要该功能. 不用再写重复代码了.

# def gan():
#     print("1. 挽起袖子")
#     print("2. 怒发冲冠")
#     print("3. 找菜刀")
#     print("4. 兄弟们上")
#     print("5. 回家睡觉")
#
# gan()
# print("吃饭")
#
# gan()
# print("按摩")
#
# gan()
# print("唱歌")

# # 发请求
def send(url, page, pin):
     for i in range(page):
         print(f"发送请求到{url}")
         print(f"获取到{pin}类的数据")
         # return 如果被执行了. 就结束....
     return "数据"  # 返回结果, 缩进的逻辑. 得你来控制.

# # 需要海产品
# data = send("http://www.haichanpin.com", 5, "海带")
# # 肉类
# send("http://www.roulei.com", 3, "排骨")

# while 1:
#     print("我爱你")
#     print("鬼才爱你")

3.8 关于模块

模块是啥? 模块就是已经有人帮我们写好了的一些代码, 这些代码被保存在一个py文件或者一个文件夹里. 我们可以拿来直接用

在python中有三种模块.

第一种, python内置模块

不用安装. 直接导入就能用

第二种, 第三方模块

需要安装. 安装后. 导入就可以用了

第三种, 自定义模块(新手先别自己定义模块)

直接导入就能用

导入模块的语法

import 模块
from 模块 import 功能
from 模块.子模块 import 功能

举例子, 
import os
import sys
from urllib.parse import urljoin
from bs4 import BeautifulSoup

搞爬虫.必须要了解的一些python内置模块

time模块

import time
time.time()  # 这个是获取到时间戳
time.sleep(999)  # 让程序暂停999秒

os模块

import os
# 判断文件是否存在
os.path.exists()  #  判断文件或者文件夹是否存在
os.path.join()    # 路径拼接
os.makedirs()     # 创建文件夹

# random -> 随机
import random
# import uuid

# print(random.randint(1, 5))
# print(random.uniform(1, 3))  # 随机小数
# print(str(uuid.uuid4()).replace("-", ""))  # 永久不重复.

import time
# 1672415546600.8754    # 秒
# 1672415582725  # 毫秒
# 1672415626786
# print(time.time())  # 时间戳, 用数字来描述一个时间点
# print(int(time.time() * 1000))  # 模拟前端浏览器

# print("哈哈哈")
# time.sleep(1)  # 睡眠. 让程序暂停1秒钟
# print("呵呵呵呵")

# while 1:
#     print("我爱你")
#     time.sleep(1)  # 降低爬取频率

# os模块  -> 和你操作系统相关
import os

# r = os.path.join("a", "b", "c")  # 路径拼接
# print(r)  # a\b\c    \ window默认的文件路径分隔符
#
# # 推荐大家使用路径的时候. 都用/ 没有转义字符的烦恼
# # "a/n/t"

# # 判断文件是否存在
# r = os.path.exists("a/haha.py")
# print(r)

# 创建文件夹 -> 一次性创建多级目录
# os.makedirs("樵夫/lucky/沛齐")

# # 总结. 正确创建文件夹的逻辑:
# path = "xxx/xxx"
# if not os.path.exists(path):  # 先判断
#     os.makedirs(path)  # 再创建
# # open() 只能帮你造文件. 不能造文件夹
# open("xxx/xxx/xxxx.txt", mode="w")

# os还可以帮你执行命令行程序
# os.system("dir")  # 无法正确显示中文. 正确的运行了该命令
# r = os.popen("dir")  # 运行该命令
# print(r.read())  # 打印出运行结果

json模块(重中之重)

现在的网站不同于从前了. 习惯性用json来传递数据. 所以, 我们必须要知道json是啥, 以及python如何处理json.

json是一种类似字典一样的东西. 对于python而言, json是字符串.

例如,

s = '{"name": "jay", "age": 18}'

你看. 这破玩意就是json

如何来转化它.

json字符串 => python字典

import json
s = '{"name": "jay", "age": 18}'
dic = json.loads(s)
print(type(dic))

python字典 => json字符串

import json
dic = {"name": "jay", "age": 18}
s = json.dumps(dic)
print(type(s))

# s = '{"name": "alex", "hobby": ["妹子", "妹子", "妹子"]}'
# # 未来从网站服务器上获取到的东西就是字符串
# """ html -> 下节课lucky
# <!DOCTYPE html>
# <html lang="en">
# <head>
#     <meta charset="UTF-8">
#     <title>Title</title>
# </head>
# <body>
#     樵夫....
# </body>
# </html>
# """
# # 第二种格式: -> json -> dict
# # '{"name": "alex", "hobby": ["妹子", "妹子", "妹子"]}'
# # '["妹子", "妹子", "妹子"]'
#
# # python中有一个叫json的模块. 可以帮你完成 str -> dict
# #
# import json
# # str -> dict/list
# dic = json.loads(s)
# print(dic)
# print(type(dic))
#
# print(dic['hobby'][2])

# import json
#
# s = '[11,22,33]'
# lst = json.loads(s)
# print(lst)
# for item in lst:
#     print(item)

# dic = {
#     "examPointType": True,
#     "practiceType": False,
#     "questionType": None,
#     "sign":"jz1",
#     "subsign":"8cc80ffb9a4a5c114953",
#     "top":"100",
# }
# import json
# # 需要想办法把python的字典转化成json字符串
# s = json.dumps(dic)
# print(s)
# print(type(s))


# 总结:
# json.loads()   把字符串转化成字典
# json.dumps()   把字典转化成字符串

import json
# # 坑: 在javascript中的json是没有空格的.
dic = {"name":"alex", "age":18}
print(json.dumps(dic, separators=(",", ":")))  # 解决处理出来的字符串中多余的空格问题  {"name":"alex","age":18}

# # 乱码的问题
dic = {"name":"樵夫", "age":18}
print(json.dumps(dic))  # {"name": "\u6a35\u592b", "age": 18}
#
# # {"name": "\u6a35\u592b", "age": 18}

s = '{"name": "\u6a35\u592b", "age": 18}'

print(json.loads(s))    # {'name': '樵夫', 'age': 18}

random模块

随机. 没别的用处.生成随机数

import random
i = random.randint(1, 10)  # 1~10的随机数
print(i)   # 多跑两次.效果更加

异常处理

这个是重点. 我们在写爬虫的时候. 非常容易遇到问题. 但这些问题本身并不是我们程序的问题.

比如, 你在抓取某网站的时候. 由于网络波动或者他服务器本身压力太大. 导致本次请求失败. 这种现象太常见了. 此时, 我们程序这边就会崩溃. 打印一堆红色的文字. 让你难受的一P. 怎么办?

我们要清楚一个事情. 我们平时在打开一个网址的时候. 如果长时间没有反应, 或者加载很慢的时候. 我们习惯性的会刷新网页. 对吧. 这个逻辑就像: 程序如果本次请求失败了. 能不能重新来一次. OK, 我们接下来聊的这个异常处理. 就是干这个事儿的.

try: # 尝试...
    print("假如, 我是一段爬虫代码, 请求到对方服务器")
    print("我得出事儿啊")
    print(1/0)  # 出事儿了
except Exception as e:  # 出错了. 我给你兜着
    print(e)  # 怎么兜?  打印一下. 就过去了
    
print("不论上面是否出错. 我这里, 依然可以执行")

看懂了么? 程序执行的时候. 如果try中的代码出现错误. 则自动跳到except中. 并执行except中的代码. 然后程序正常的, 继续执行

有了这玩意. 我们就可以写出一段很漂亮的代码逻辑:

while 1:
    try:
        我要发送请求了. 我要干美国CIA的总部. 我要上天
        print("我成功了!!")
        break  # 成功了.就跳出循环
    except Exception as e:
        print("失败了")
        print("我不怕失败")
        print("再来")

改良版:

import time
for i in range(10):
    try:
        我要发送请求了. 我要干美国CIA的总部. 我要上天
        print("我成功了!!")
        break  # 成功了.就跳出循环
    except Exception as e:
        print("失败了")
        print("我不怕失败")
        print("再来")
        time.sleep(i * 10)

# 异常是程序运行过程中出现的错误(不是你写代码写错了)
# 下面这个不叫异常. 叫瞎写..
# SyntaxError: invalid syntax

# # 爬虫领域: 访问次数过多. 服务器压力过大.网络连接失败. 程序产生了错误
# print(1/0)   # 如果程序出错了. 没人管. 程序会中断
# # 不希望程序中断. 希望程序在出现错误之后. 可以自我反省. 继续运行
# print("我爱你")

""""
python处理异常的语法:
try:
    生活当中干活. 犯事儿...
except Exception as e:
    所有错误

继续....

"""

# try:
#     lst = []
#     print(lst[999])
# except Exception as e:
#     print("出错了")
#
# # 程序可以继续运行
# print("我爱你")

# import time
# f = open("log.txt", mode="w", encoding="utf-8")
# flag = False
# # 某一页错了
# for i in range(10):
#     try:
#         print("发送请求, 获取服务器返回的东西")
#         flag = True
#         break  # 什么时候成功了. 什么时候结束
#         # return
#     except Exception as e:
#         print("出错了", e)
#     time.sleep(1)
#
# if not flag:
#     # url 记录在日志中...  logging模块,
#     f.write("xxxxurl 访问10次失败\n")
#     pass

# import traceback
# try:
#     print(1/0)
# except Exception as e:
#     print(traceback.format_exc())  # 可以看到完整错误信息, 程序不中断.
#
# print("我爱你")

今日作业 ( 不用交 )

请想办法出下列json中所有的英雄名称和英雄title. 并将英雄名称和英雄title写入names.txt文件中.

{"hero":[{"heroId":"1","name":"\u9ed1\u6697\u4e4b\u5973","alias":"Annie","title":"\u5b89\u59ae","roles":["mage"],"isWeekFree":"0","attack":"2","defense":"3","magic":"10","difficulty":"6","selectAudio":"https:\/\/game.gtimg.cn\/images\/lol\/act\/img\/vo\/choose\/1.ogg","banAudio":"https:\/\/game.gtimg.cn\/images\/lol\/act\/img\/vo\/ban\/1.ogg","isARAMweekfree":"0","ispermanentweekfree":"0","changeLabel":"\u65e0\u6539\u52a8","goldPrice":"4800","couponPrice":"2000","camp":"","campId":"","keywords":"\u5b89\u59ae,\u9ed1\u6697\u4e4b\u5973,\u706b\u5973,Annie,anni,heianzhinv,huonv,an,hazn,hn"},{"heroId":"2","name":"\u72c2\u6218\u58eb","alias":"Olaf","title":"\u5965\u62c9\u592b","roles":["fighter","tank"],"isWeekFree":"1","attack":"9","defense":"5","magic":"3","difficulty":"3","selectAudio":"https:\/\/game.gtimg.cn\/images\/lol\/act\/img\/vo\/choose\/2.ogg","banAudio":"https:\/\/game.gtimg.cn\/images\/lol\/act\/img\/vo\/ban\/2.ogg","isARAMweekfree":"0","ispermanentweekfree":"0","changeLabel":"\u65e0\u6539\u52a8","goldPrice":"1350","couponPrice":"1500","camp":"","campId":"","keywords":"\u72c2\u6218\u58eb,\u5965\u62c9\u592b,kzs,alf,Olaf,kuangzhanshi,aolafu"},{"heroId":"3","name":"\u6b63\u4e49\u5de8\u50cf","alias":"Galio","title":"\u52a0\u91cc\u5965","roles":["tank","mage"],"isWeekFree":"0","attack":"1","defense":"10","magic":"6","difficulty":"5","selectAudio":"https:\/\/game.gtimg.cn\/images\/lol\/act\/img\/vo\/choose\/3.ogg","banAudio":"https:\/\/game.gtimg.cn\/images\/lol\/act\/img\/vo\/ban\/3.ogg","isARAMweekfree":"0","ispermanentweekfree":"0","changeLabel":"\u65e0\u6539\u52a8","goldPrice":"3150","couponPrice":"2000","camp":"","campId":"","keywords":"\u6b63\u4e49\u5de8\u50cf,\u52a0\u91cc\u5965,Galio,jla,zyjx,zhengyijuxiang,jialiao"},{"heroId":"4","name":"\u5361\u724c\u5927\u5e08","alias":"TwistedFate","title":"\u5d14\u65af\u7279","roles":["mage"],"isWeekFree":"0","attack":"6","defense":"2","magic":"6","difficulty":"9","selectAudio":"https:\/\/game.gtimg.cn\/images\/lol\/act\/img\/vo\/choose\/4.ogg","banAudio":"https:\/\/game.gtimg.cn\/images\/lol\/act\/img\/vo\/ban\/4.ogg","isARAMweekfree":"0","ispermanentweekfree":"0","changeLabel":"\u65e0\u6539\u52a8","goldPrice":"4800","couponPrice":"3000","camp":"","campId":"","keywords":"\u5361\u724c\u5927\u5e08,\u5d14\u65af\u7279,\u5361\u724c,TwistedFate,kp,cst,kpds,kapaidashi,cuisite,kapai"},{"heroId":"5","name":"\u5fb7\u90a6\u603b\u7ba1","alias":"XinZhao","title":"\u8d75\u4fe1","roles":["fighter","assassin"],"isWeekFree":"0","attack":"8","defense":"6","magic":"3","difficulty":"2","selectAudio":"https:\/\/game.gtimg.cn\/images\/lol\/act\/img\/vo\/choose\/5.ogg","banAudio":"https:\/\/game.gtimg.cn\/images\/lol\/act\/img\/vo\/ban\/5.ogg","isARAMweekfree":"0","ispermanentweekfree":"0","changeLabel":"\u65e0\u6539\u52a8","goldPrice":"3150","couponPrice":"2500","camp":"","campId":"","keywords":"\u5fb7\u90a6\u603b\u7ba1,\u5fb7\u90a6,\u8d75\u4fe1,XinZhao,db,dbzg,zx,debangzongguan,debang,zhaoxin"},{"heroId":"6","name":"\u65e0\u754f\u6218\u8f66","alias":"Urgot","title":"\u5384\u52a0\u7279","roles":["fighter","tank"],"isWeekFree":"0","attack":"8","defense":"5","magic":"3","difficulty":"8","selectAudio":"https:\/\/game.gtimg.cn\/images\/lol\/act\/img\/vo\/choose\/6.ogg","banAudio":"https:\/\/game.gtimg.cn\/images\/lol\/act\/img\/vo\/ban\/6.ogg","isARAMweekfree":"0","ispermanentweekfree":"0","changeLabel":"\u65e0\u6539\u52a8","goldPrice":"1350","couponPrice":"1000","camp":"","campId":"","keywords":"\u65e0\u754f\u6218\u8f66,\u5384\u52a0\u7279,ejt,wwzc,Urgot,wuweizhanche,ejiate"},{"heroId":"7","name":"\u8be1\u672f\u5996\u59ec","alias":"Leblanc","title":"\u4e50\u8299\u5170","roles":["assassin","mage"],"isWeekFree":"0","attack":"1","defense":"4","magic":"10","difficulty":"9","selectAudio":"https:\/\/game.gtimg.cn\/images\/lol\/act\/img\/vo\/choose\/7.ogg","banAudio":"https:\/\/game.gtimg.cn\/images\/lol\/act\/img\/vo\/ban\/7.ogg","isARAMweekfree":"0","ispermanentweekfree":"0","changeLabel":"\u65e0\u6539\u52a8","goldPrice":"4800","couponPrice":"2500","camp":"","campId":"","keywords":"\u8be1\u672f\u5996\u59ec,\u5996\u59ec,\u4e50\u8299\u5170,Leblanc,lfl,yj,gsyj,guishuyaoji,yaoji,lefulan"},{"heroId":"8","name":"\u7329\u7ea2\u6536\u5272\u8005","alias":"Vladimir","title":"\u5f17\u62c9\u57fa\u7c73\u5c14","roles":["mage"],"isWeekFree":"0","attack":"2","defense":"6","magic":"8","difficulty":"7","selectAudio":"https:\/\/game.gtimg.cn\/images\/lol\/act\/img\/vo\/choose\/8.ogg","banAudio":"https:\/\/game.gtimg.cn\/images\/lol\/act\/img\/vo\/ban\/8.ogg","isARAMweekfree":"0","ispermanentweekfree":"0","changeLabel":"\u65e0\u6539\u52a8","goldPrice":"3150","couponPrice":"2500","camp":"","campId":"","keywords":"\u7329\u7ea2\u6536\u5272\u8005,\u5438\u8840\u9b3c,\u5f17\u62c9\u57fa\u7c73\u5c14,fljme,xxg,xhsgz,Vladimir,xinghongshougezhe,xixiegui,fulajimier"},{"heroId":"9","name":"\u8fdc\u53e4\u6050\u60e7","alias":"FiddleSticks","title":"\u8d39\u5fb7\u63d0\u514b","roles":["mage","support"],"isWeekFree":"0","attack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