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社区首页 >专栏 >这些有趣的Python库一定会亮到你

这些有趣的Python库一定会亮到你

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发布2019-06-14 14:29:25
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发布2019-06-14 14:29:25
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文章被收录于专栏:数据分析1480数据分析1480

来源:苏生不惑

代码语言:javascript
复制
pip install pillow
from PIL import Image
import numpy as np

a = np.array(Image.open('test.jpg'))
b = [255,255,255] - a
im = Image.fromarray(b.astype('uint8'))
im.save('new.jpg')

Parse Redis dump.rdb

代码语言:javascript
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pip install rdbtools
> rdb --command json /var/redis/6379/dump.rdb

[{
"user003":{"fname":"Ron","sname":"Bumquist"},
"lizards":["Bush anole","Jackson's chameleon","Komodo dragon","Ground agama","Bearded dragon"],
"user001":{"fname":"Raoul","sname":"Duke"},
"user002":{"fname":"Gonzo","sname":"Dr"},
"user_list":["user003","user002","user001"]},{
"baloon":{"helium":"birthdays","medical":"angioplasty","weather":"meteorology"},
"armadillo":["chacoan naked-tailed","giant","Andean hairy","nine-banded","pink fairy"],
"aroma":{"pungent":"vinegar","putrid":"rotten eggs","floral":"roses"}}]

youtube-dl下载国外视频

代码语言:javascript
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pip install youtube-dl #直接安装youtube-dl
pip install -U youtube-dl #安装youtube-dl并更新
youtube-dl "http://www.youtube.com/watch?v=-wNyEUrxzFU"

asciinema录制命令行操作

代码语言:javascript
复制
pip3 install asciinema

asciinema rec
asciinema play https://asciinema.org/a/132560
<script type="text/javascript" src="https://asciinema.org/a/132560.js"
id="asciicast-132560" async></script>

查看对象的全部属性和方法

代码语言:javascript
复制
pip install pdir2
>>> import pdir,requests
>>> pdir(requests)
module attribute:
    __cached__, __file__, __loader__, __name__, __package__, __path__, __spec__
other:
    __author__, __build__, __builtins__, __copyright__, __license__, __title__,
__version__, _internal_utils, adapters, api, auth, certs, codes, compat, cookies
, exceptions, hooks, logging, models, packages, pyopenssl, sessions, status_code
s, structures, utils, warnings
special attribute:
    __doc__
class:
    NullHandler: This handler does nothing. It's intended to be used to avoid th
e
    PreparedRequest: The fully mutable :class:`PreparedRequest <PreparedRequest>
` object,
    Request: A user-created :class:`Request <Request>` object.
    Response: The :class:`Response <Response>` object, which contains a
    Session: A Requests session.
exception:
    ConnectTimeout: The request timed out while trying to connect to the remote
server.
    ConnectionError: A Connection error occurred.
    DependencyWarning: Warned when an attempt is made to import a module with mi
ssing optional
    FileModeWarning: A file was opened in text mode, but Requests determined its
 binary length.
    HTTPError: An HTTP error occurred.
    ReadTimeout: The server did not send any data in the allotted amount of time
.
    RequestException: There was an ambiguous exception that occurred while handl
ing your
    Timeout: The request timed out.
    TooManyRedirects: Too many redirects.
    URLRequired: A valid URL is required to make a request.
function:
    delete: Sends a DELETE request.
    get: Sends a GET request.
    head: Sends a HEAD request.
    options: Sends a OPTIONS request.
    patch: Sends a PATCH request.
    post: Sends a POST request.
    put: Sends a PUT request.
    request: Constructs and sends a :class:`Request <Request>`.
    session: Returns a :class:`Session` for context-management.

Python 玩转网易云音乐

代码语言:javascript
复制
#https://github.com/ziwenxie/netease-dl pip install netease-dl
pip install ncmbot
import ncmbot
#登录
bot = ncmbot.login(phone='xxx', password='yyy')
bot.content # bot.json()
#获取用户歌单
ncmbot.user_play_list(uid='36554272')

下载视频字幕

代码语言:javascript
复制
pip install getsub

Python 财经数据接口包

代码语言:javascript
复制
pip install tushare
import tushare as ts
#一次性获取最近一个日交易日所有股票的交易数据
ts.get_today_all()

代码,名称,涨跌幅,现价,开盘价,最高价,最低价,最日收盘价,成交量,换手率
      code    name     changepercent  trade   open   high    low  settlement \  
0     002738  中矿资源         10.023  19.32  19.32  19.32  19.32       17.56   
1     300410  正业科技         10.022  25.03  25.03  25.03  25.03       22.75   
2     002736  国信证券         10.013  16.37  16.37  16.37  16.37       14.88   
3     300412  迦南科技         10.010  31.54  31.54  31.54  31.54       28.67   
4     300411  金盾股份         10.007  29.68  29.68  29.68  29.68       26.98   
5     603636  南威软件         10.006  38.15  38.15  38.15  38.15       34.68   
6     002664  信质电机         10.004  30.68  29.00  30.68  28.30       27.89   
7     300367  东方网力         10.004  86.76  78.00  86.76  77.87       78.87   
8     601299  中国北车         10.000  11.44  11.44  11.44  11.29       10.40   
9     601880   大连港         10.000   5.72   5.34   5.72   5.22        5.20   
10    000856  冀东装备         10.000   8.91   8.18   8.91   8.18        8.10

开源漏洞靶场

代码语言:javascript
复制
# 安装pip
curl -s https://bootstrap.pypa.io/get-pip.py | python3

# 安装docker
apt-get update && apt-get install docker.io

# 启动docker服务
service docker start

# 安装compose
pip install docker-compose 
# 拉取项目
git clone git@github.com:phith0n/vulhub.git
cd vulhub

# 进入某一个漏洞/环境的目录
cd nginx_php5_mysql

# 自动化编译环境
docker-compose build

# 启动整个环境
docker-compose up -d
#测试完成后,删除整个环境
docker-compose down

北京实时公交

代码语言:javascript
复制
pip install -r requirements.txt 安装依赖
python manage.py build_cache 获取离线数据,建立本地缓存
#项目自带了一个终端中的查询工具作为例子,运行: python manage.py cli
>>> from beijing_bus import BeijingBus
>>> lines = BeijingBus.get_all_lines()
>>> lines
[<Line: 运通122(农业展览馆-华纺易城公交场站)>, <Line: 运通101(广顺南大街北口-蓝龙家园)>, ...]
>>> lines = BeijingBus.search_lines('847')
>>> lines
[<Line: 847(马甸桥西-雷庄村)>, <Line: 847(雷庄村-马甸桥西)>]
>>> line = lines[0]
>>> print line.id, line.name
541 847(马甸桥西-雷庄村)
>>> line.stations
[<Station 马甸桥西>, <Station 马甸桥东>, <Station 安华桥西>, ...]
>>> station = line.stations[0]
>>> print station.name, station.lat, station.lon
马甸桥西 39.967721 116.372921
>>> line.get_realtime_data(1) # 参数为站点的序号,从1开始
[
    {
        'id': 公交车id,
        'lat': 公交车的位置,
        'lon': 公交车位置,
        'next_station_name': 下一站的名字,
        'next_station_num': 下一站的序号,
        'next_station_distance': 离下一站的距离,
        'next_station_arriving_time': 预计到达下一站的时间,
        'station_distance': 离本站的距离,
        'station_arriving_time': 预计到达本站的时间,
    },
    ...
]

文章提取器

代码语言:javascript
复制
git clone https://github.com/grangier/python-goose.git
cd python-goose
pip install -r requirements.txt
python setup.py install

>>> from goose import Goose
>>> from goose.text import StopWordsChinese
>>> url  = 'http://www.bbc.co.uk/zhongwen/simp/chinese_news/2012/12/121210_hongkong_politics.shtml'
>>> g = Goose({'stopwords_class': StopWordsChinese})
>>> article = g.extract(url=url)
>>> print article.cleaned_text[:150]
中国香港行政长官梁振英在各方压力下就其大宅的违章建筑(僭建)问题到立法会接受质询,并向中国香港民众道歉。

梁振英在星期二(12月10日)的答问大会开始之际在其演说中道歉,但强调他在违章建筑问题上没有隐瞒的意图和动机。

一些亲北京阵营议员欢迎梁振英道歉,且认为应能获得中国香港民众接受,但这些议员也质问梁振英有

Python 艺术二维码生成器

代码语言:javascript
复制
pip  install  MyQR
myqr https://github.com
myqr https://github.com -v 10 -l Q

伪装浏览器身份

代码语言:javascript
复制
pip install fake-useragent
from fake_useragent import UserAgent
ua = UserAgent()

ua.ie
# Mozilla/5.0 (Windows; U; MSIE 9.0; Windows NT 9.0; en-US);
ua.msie
# Mozilla/5.0 (compatible; MSIE 10.0; Macintosh; Intel Mac OS X 10_7_3; Trident/6.0)'
ua['Internet Explorer']
# Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/4.0; GTB7.4; InfoPath.2; SV1; .NET CLR 3.3.69573; WOW64; en-US)
ua.opera
# Opera/9.80 (X11; Linux i686; U; ru) Presto/2.8.131 Version/11.11
ua.chrome
# Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.2 (KHTML, like Gecko) Chrome/22.0.1216.0 Safari/537.2'

美化 curl

代码语言:javascript
复制
pip install httpstat
httpstat httpbin.org/get

python shell

代码语言:javascript
复制
pip install sh
from sh import ifconfig
print ifconfig("eth0")

处理中文文本内容

代码语言:javascript
复制
pip install -U textblob#英文文本的情感分析
pip install snownlp#中文文本的情感分析
from snownlp import SnowNLP
text = "I am happy today. I feel sad today."
from textblob import TextBlob
blob = TextBlob(text)
TextBlob("I am happy today. I feel sad today.")
blob.sentiment
Sentiment(polarity=0.15000000000000002, subjectivity=1.0)

s = SnowNLP(u'这个东西真心很赞')

s.words         # [u'这个', u'东西', u'真心',
                #  u'很', u'赞']

s.tags          # [(u'这个', u'r'), (u'东西', u'n'),
                #  (u'真心', u'd'), (u'很', u'd'),
                #  (u'赞', u'Vg')]

s.sentiments    # 0.9769663402895832 positive的概率

s.pinyin        # [u'zhe', u'ge', u'dong', u'xi',
                #  u'zhen', u'xin', u'hen', u'zan']

s = SnowNLP(u'「繁體字」「繁體中文」的叫法在臺灣亦很常見。')

s.han           # u'「繁体字」「繁体中文」的叫法
                # 在中国台湾亦很常见。'

抓取发放代理

代码语言:javascript
复制
pip install -U getproxy
➜ ~ getproxy --help
Usage: getproxy [OPTIONS]

Options:
--in-proxy TEXT Input proxy file
--out-proxy TEXT Output proxy file
--help Show this message and exit.

  • --in-proxy 可选参数,待验证的 proxies 列表文件
  • --out-proxy 可选参数,输出已验证的 proxies 列表文件,如果为空,则直接输出到终端
  • --in-proxy 文件格式和 --out-proxy 文件格式一致

zhihu api

代码语言:javascript
复制
pip install git+git://github.com/lzjun567/zhihu-api --upgrade
from zhihu import Zhihu
zhihu = Zhihu()
zhihu.user(user_slug="xiaoxiaodouzi")

{'avatar_url_template': 'https://pic1.zhimg.com/v2-ca13758626bd7367febde704c66249ec_{size}.jpg',
     'badge': [],
     'name': '我是小号',
     'headline': '程序员',
     'gender': -1,
     'user_type': 'people',
     'is_advertiser': False,
     'avatar_url': 'https://pic1.zhimg.com/v2-ca13758626bd7367febde704c66249ec_is.jpg',
     'url': 'http://www.zhihu.com/api/v4/people/1da75b85900e00adb072e91c56fd9149', 'type': 'people',
     'url_token': 'xiaoxiaodouzi',
     'id': '1da75b85900e00adb072e91c56fd9149',
     'is_org': False}

Python 密码泄露查询模块

代码语言:javascript
复制
pip install leakPasswd
import leakPasswd
leakPasswd.findBreach('taobao')

解析 nginx 访问日志并格式化输出

代码语言:javascript
复制
pip install ngxtop
$ ngxtop
running for 411 seconds, 64332 records processed: 156.60 req/sec

Summary:
|   count |   avg_bytes_sent |   2xx |   3xx |   4xx |   5xx |
|---------+------------------+-------+-------+-------+-------|
|   64332 |         2775.251 | 61262 |  2994 |    71 |     5 |

Detailed:
| request_path                             |   count |   avg_bytes_sent |   2xx |   3xx |   4xx |   5xx |
|------------------------------------------+---------+------------------+-------+-------+-------+-------|
| /abc/xyz/xxxx                            |   20946 |          434.693 | 20935 |     0 |    11 |     0 |
| /xxxxx.json                              |    5633 |         1483.723 |  5633 |     0 |     0 |     0 |
| /xxxxx/xxx/xxxxxxxxxxxxx                 |    3629 |         6835.499 |  3626 |     0 |     3 |     0 |
| /xxxxx/xxx/xxxxxxxx                      |    3627 |        15971.885 |  3623 |     0 |     4 |     0 |
| /xxxxx/xxx/xxxxxxx                       |    3624 |         7830.236 |  3621 |     0 |     3 |     0 |
| /static/js/minified/utils.min.js         |    3031 |         1781.155 |  2104 |   927 |     0 |     0 |
| /static/js/minified/xxxxxxx.min.v1.js    |    2889 |         2210.235 |  2068 |   821 |     0 |     0 |
| /static/tracking/js/xxxxxxxx.js          |    2594 |         1325.681 |  1927 |   667 |     0 |     0 |
| /xxxxx/xxx.html                          |    2521 |          573.597 |  2520 |     0 |     1 |     0 |
| /xxxxx/xxxx.json                         |    1840 |          800.542 |  1839 |     0 |     1 |     0 |

火车余票查询

代码语言:javascript
复制
pip install iquery
 Usage:
        iquery (-c|彩票)
        iquery (-m|电影)
        iquery -p <city>
        iquery -l song [singer]
        iquery -p <city> <hospital>
        iquery <city> <show> [<days>]
        iquery [-dgktz] <from> <to> <date>

    Arguments:
        from             出发站
        to               到达站
        date             查询日期

        city             查询城市
        show             演出的类型
        days             查询近(几)天内的演出, 若省略, 默认15

        city             城市名,加在-p后查询该城市所有莆田医院
        hospital         医院名,加在city后检查该医院是否是莆田系

    Options:
        -h, --help       显示该帮助菜单.
        -dgktz           动车,高铁,快速,特快,直达
        -m               热映电影查询
        -p               莆田系医院查询
        -l               歌词查询
        -c               彩票查询

    Show:
        演唱会 音乐会 音乐剧 歌舞剧 儿童剧 话剧
        歌剧 比赛 舞蹈 戏曲 相声 杂技 马戏 魔术
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原始发表:2019-06-08,如有侵权请联系 cloudcommunity@tencent.com 删除

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