diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..1bc8c3e --- /dev/null +++ b/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2020 meteor1993 + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/README.md b/README.md index 97ffcba..3208ed0 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,9 @@ 本仓库为《小白学 Python 系列文章》 的代码仓库,欢迎点赞、收藏。更多文章可访问博客站 https://www.geekdigging.com/ 获取。 ![](https://img.shields.io/badge/Python-3.7.4-brightgreen) -![](https://img.shields.io/badge/license-MPL--2.0-blue) +![](https://img.shields.io/badge/license-MIT-blue) +![](https://img.shields.io/badge/pyecharts-1.7.0-yellow) +![](https://img.shields.io/badge/OpenCV-4.2.0-red) *** @@ -91,6 +93,77 @@ * [小白学 Python 爬虫(12):urllib 基础使用(二)](https://www.geekdigging.com/2019/12/03/819896244/) +* [小白学 Python 爬虫(13):urllib 基础使用(三)](https://www.geekdigging.com/2019/12/04/2992515886/) +* [小白学 Python 爬虫(14):urllib 基础使用(四)](https://www.geekdigging.com/2019/12/05/104488944/) +* [小白学 Python 爬虫(15):urllib 基础使用(五)](https://www.geekdigging.com/2019/12/07/2788855167/) +* [小白学 Python 爬虫(16):urllib 实战之爬取妹子图](https://www.geekdigging.com/2019/12/09/1691033431/) +* [小白学 Python 爬虫(17):Requests 基础使用](https://www.geekdigging.com/2019/12/10/1910005577/) +* [小白学 Python 爬虫(18):Requests 进阶操作](https://www.geekdigging.com/2019/12/11/1468953802/) +* [小白学 Python 爬虫(19):Xpath 基操](https://www.geekdigging.com/2019/12/12/3568648672/) +* [小白学 Python 爬虫(20):Xpath 进阶](https://www.geekdigging.com/2019/12/13/2569867940/) +* [小白学 Python 爬虫(21):解析库 Beautiful Soup(上)](https://www.geekdigging.com/2019/12/15/2789385418/) +* [小白学 Python 爬虫(22):解析库 Beautiful Soup(下)](https://www.geekdigging.com/2019/12/16/876770087/) +* [小白学 Python 爬虫(23):解析库 pyquery 入门](https://www.geekdigging.com/2019/12/17/876770088/) +* [小白学 Python 爬虫(24):2019 豆瓣电影排行](https://www.geekdigging.com/2019/12/18/1275791678/) +* [小白学 Python 爬虫(25):爬取股票信息](https://www.geekdigging.com/2019/12/19/1066903974/) +* [小白学 Python 爬虫(26):为啥上海二手房你都买不起](https://www.geekdigging.com/2019/12/20/788803015/) +* [小白学 Python 爬虫(27):自动化测试框架 Selenium 从入门到放弃(上)](https://www.geekdigging.com/2019/12/23/151891020/) +* [小白学 Python 爬虫(28):自动化测试框架 Selenium 从入门到放弃(下)](https://www.geekdigging.com/2019/12/24/1100772905/) +* [小白学 Python 爬虫(29):Selenium 获取某大型电商网站商品信息](https://www.geekdigging.com/2019/12/25/7469407721/) +* [小白学 Python 爬虫(30):代理基础](https://www.geekdigging.com/2019/12/26/9565104888/) +* [小白学 Python 爬虫(31):自己构建一个简单的代理池](https://www.geekdigging.com/2019/12/30/8571162753/) +* [小白学 Python 爬虫(32):异步请求库 AIOHTTP 基础入门](https://www.geekdigging.com/2019/12/31/5591013128/) +* [小白学 Python 爬虫(33):爬虫框架 Scrapy 入门基础(一)](https://www.geekdigging.com/2020/01/05/4332169375/) +* [小白学 Python 爬虫(34):爬虫框架 Scrapy 入门基础(二)](https://www.geekdigging.com/2020/01/06/5952331367/) +* [小白学 Python 爬虫(35):爬虫框架 Scrapy 入门基础(三) Selector 选择器](https://www.geekdigging.com/2020/01/07/5324623576/) +* [小白学 Python 爬虫(36):爬虫框架 Scrapy 入门基础(四) Downloader Middleware](https://www.geekdigging.com/2020/01/08/8971187302/) +* [小白学 Python 爬虫(37):爬虫框架 Scrapy 入门基础(五) Spider Middleware](https://www.geekdigging.com/2020/01/09/4676268033/) +* [小白学 Python 爬虫(38):爬虫框架 Scrapy 入门基础(六) Item Pipeline](https://www.geekdigging.com/2020/01/10/2131379794/) +* [小白学 Python 爬虫(39): JavaScript 渲染服务 Scrapy-Splash 入门](https://www.geekdigging.com/2020/01/11/4748644439/) +* [小白学 Python 爬虫(40):爬虫框架 Scrapy 入门基础(七)对接 Selenium 实战](https://www.geekdigging.com/2020/01/13/546552645/) +* [小白学 Python 爬虫(41):爬虫框架 Scrapy 入门基础(八)对接 Splash 实战](https://www.geekdigging.com/2020/01/14/7203139876/) +* [小白学 Python 爬虫(42):春节去哪里玩(系列终篇)](https://www.geekdigging.com/2020/01/15/9590934974/) + +# [小白学 Python 数据分析系列文章](https://www.geekdigging.com/category/python-%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90/) + +* [小白学 Python 数据分析(1):数据分析基础](https://www.geekdigging.com/2020/01/19/6719980708/) +* [小白学 Python 数据分析(2):Pandas (一)概述](https://www.geekdigging.com/2020/01/20/6718497214/) +* [小白学 Python 数据分析(3):Pandas (二)数据结构 Series](https://www.geekdigging.com/2020/02/04/3234667780/) +* [小白学 Python 数据分析(4):Pandas (三)数据结构 DataFrame](https://www.geekdigging.com/2020/02/05/9920298470/) +* [小白学 Python 数据分析(5):Pandas (四)基础操作(1)查看数据](https://www.geekdigging.com/2020/02/16/6852411690/) + +* [小白学 Python 数据分析(6):Pandas (五)基础操作(2)数据选择](https://www.geekdigging.com/2020/02/20/6566891797/) + +* [小白学 Python 数据分析(7):Pandas (六)数据导入](https://www.geekdigging.com/2020/02/23/7355903936/) + +* [小白学 Python 数据分析(8):Pandas (七)数据预处理](https://www.geekdigging.com/2020/02/25/9013297409/) + +* [小白学 Python 数据分析(9):Pandas (八)数据预处理(2)](https://www.geekdigging.com/2020/02/27/2857868620/) + +* [小白学 Python 数据分析(10):Pandas (九)数据运算](https://www.geekdigging.com/2020/02/29/5808964196/) + +* [小白学 Python 数据分析(11):Pandas (十)数据分组](https://www.geekdigging.com/2020/03/03/5975552137/) + +* [小白学 Python 数据分析(12):Pandas (十一)数据透视表(pivot_table)](https://www.geekdigging.com/2020/03/04/8327177610/) + +* [小白学 Python 数据分析(13):Pandas (十二)数据表拼接](https://www.geekdigging.com/2020/03/06/5036602239/) + +* [小白学 Python 数据分析(14):Pandas (十三)数据导出](https://www.geekdigging.com/2020/03/07/6918490736/) + +* [小白学 Python 数据分析(15):数据可视化概述](https://www.geekdigging.com/2020/03/09/7393240956/) + +* [小白学 Python 数据分析(16):Matplotlib(一)坐标系](https://www.geekdigging.com/2020/03/14/2444388683/) + +* [小白学 Python 数据分析(17):Matplotlib(二)基础操作](https://www.geekdigging.com/2020/03/16/2401104162/) + +* [小白学 Python 数据分析(18):Matplotlib(三)常用图表(上)](https://www.geekdigging.com/2020/03/18/2955681967/) + +* [小白学 Python 数据分析(19):Matplotlib(四)常用图表(下)](https://www.geekdigging.com/2020/03/20/4774396761/) + +* [小白学 Python 数据分析(20):pyecharts 概述](https://www.geekdigging.com/2020/03/21/7328677048/) + +* [小白学 Python 数据分析(21):pyecharts 好玩的图表(系列终篇)](https://www.geekdigging.com/2020/03/21/9664526097/) + * 剩余文章小编努力更新中,欢迎关注公众号,仓库目录不定期更新,更多文章可访问博客站 https://www.geekdigging.com/ 获取。 [Github代码仓库](https://github.com/meteor1993/python-learning) diff --git a/data_structure/.gitignore b/data_structure/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/data_structure/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/data_structure/QueueTest.py b/data_structure/QueueTest.py new file mode 100644 index 0000000..731cd2b --- /dev/null +++ b/data_structure/QueueTest.py @@ -0,0 +1,14 @@ +import queue + +q1 = queue.Queue(maxsize=5) +q2 = queue.LifoQueue(maxsize=5) + +for i in range(5): + q1.put(i) + q2.put(i) + +while not q1.empty(): + print('q1:',q1.get()) + +while not q2.empty(): + print('q2:',q2.get()) \ No newline at end of file diff --git a/data_structure/Stack.py b/data_structure/Stack.py new file mode 100644 index 0000000..2595c52 --- /dev/null +++ b/data_structure/Stack.py @@ -0,0 +1,32 @@ +class Stack(object): + + def __init__(self): + ''' + 创建空列表实现栈 + ''' + self.__list = [] + + def is_empty(self): + ''' + 判断是否为空 + :return: + ''' + return self.__list == [] + + def push(self,item): + ''' + 压栈,添加元素 + :param item: + :return: + ''' + self.__list.append(item) + + def pop(self): + ''' + 弹出栈,将元素取出 + :return: + ''' + if self.is_empty(): + return + else: + return self.__list.pop() \ No newline at end of file diff --git a/data_structure/StackNode.py b/data_structure/StackNode.py new file mode 100644 index 0000000..fdc8e8b --- /dev/null +++ b/data_structure/StackNode.py @@ -0,0 +1,40 @@ +class Node(object): + ''' + 节点实现 + ''' + def __init__(self,elem): + self.elem = elem + self.next = None + + +class Stack(object): + def __init__(self): + ''' + 初始化链表头 + ''' + self.__head = None + + def is_empty(self): + return self.__head is None + + def push(self, item): + ''' + 压栈 + :param item: + :return: + ''' + node = Node(item) + node.next = self.__head + self.__head = node + + def pop(self): + ''' + 弹出栈 + :return: + ''' + if self.is_empty(): + return + else: + p = self.__head + self.__head = p.next + return p.elem \ No newline at end of file diff --git a/myqr-demo/.gitignore b/myqr-demo/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/myqr-demo/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/myqr-demo/1.gif b/myqr-demo/1.gif new file mode 100644 index 0000000..8970601 Binary files /dev/null and b/myqr-demo/1.gif differ diff --git a/myqr-demo/3.gif b/myqr-demo/3.gif new file mode 100644 index 0000000..6ac9de8 Binary files /dev/null and b/myqr-demo/3.gif differ diff --git a/myqr-demo/demo.py b/myqr-demo/demo.py new file mode 100644 index 0000000..c52d918 --- /dev/null +++ b/myqr-demo/demo.py @@ -0,0 +1,14 @@ +from MyQR import myqr +import os + +version, level, qr_name = myqr.run( + words="http://weixin.qq.com/r/Lym2rp7Ev8PArdrN93w9", # 可以是字符串,也可以是网址(前面要加http(s)://) + version=1, # 设置容错率为最高 + level='H', # 控制纠错水平,范围是L、M、Q、H,从左到右依次升高 + picture="3.gif", # 将二维码和图片合成 + colorized=True, # 彩色二维码 + contrast=1.0, # 用以调节图片的对比度,1.0 表示原始图片,更小的值表示更低对比度,更大反之。默认为1.0 + brightness=1.0, # 用来调节图片的亮度,其余用法和取值同上 + save_name="4.gif", # 保存文件的名字,格式可以是jpg,png,bmp,gif + save_dir=os.getcwd() # 控制位置 +) \ No newline at end of file diff --git a/python-data-analysis/2019-nCoV-global/.gitignore b/python-data-analysis/2019-nCoV-global/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-data-analysis/2019-nCoV-global/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-data-analysis/2019-nCoV-global/2019-nCoV.csv b/python-data-analysis/2019-nCoV-global/2019-nCoV.csv new file mode 100644 index 0000000..5c7d0a6 --- /dev/null +++ b/python-data-analysis/2019-nCoV-global/2019-nCoV.csv @@ -0,0 +1,183 @@ +date,name,continent,confirm,suspect,dead,heal +2020-05-24,美国,北美洲,1666828,0,98683,446914 +2020-05-24,巴西,南美洲,347398,0,22013,142587 +2020-05-24,俄罗斯,欧洲,335882,0,3388,107936 +2020-05-24,西班牙,欧洲,281904,0,28628,196958 +2020-05-24,英国,欧洲,258504,0,36757,1142 +2020-05-24,意大利,欧洲,229327,0,32735,138840 +2020-05-24,法国,欧洲,182036,0,28218,63988 +2020-05-24,德国,欧洲,179986,0,8261,159716 +2020-05-24,土耳其,亚洲,155686,0,4308,117602 +2020-05-24,伊朗,亚洲,133521,0,7359,104072 +2020-05-24,印度,亚洲,131920,0,3869,54441 +2020-05-24,秘鲁,南美洲,115754,0,3373,47915 +2020-05-24,加拿大,北美洲,85151,0,6466,43318 +2020-05-24,沙特阿拉伯,亚洲,70161,0,379,41236 +2020-05-24,墨西哥,北美洲,65856,0,7179,44424 +2020-05-24,智利,南美洲,65393,0,673,26546 +2020-05-24,比利时,欧洲,56810,0,9237,15155 +2020-05-24,巴基斯坦,亚洲,54601,0,1133,17198 +2020-05-24,荷兰,欧洲,45265,0,5830,174 +2020-05-24,卡塔尔,亚洲,42213,0,21,8513 +2020-05-24,厄瓜多尔,南美洲,36258,0,3096,3557 +2020-05-24,白俄罗斯,欧洲,35244,0,194,13528 +2020-05-24,瑞典,欧洲,33188,0,3992,4971 +2020-05-24,孟加拉,亚洲,32078,0,452,6486 +2020-05-24,新加坡,亚洲,31068,0,23,13882 +2020-05-24,瑞士,欧洲,30725,0,1905,28000 +2020-05-24,葡萄牙,欧洲,30471,0,1302,7705 +2020-05-24,阿联酋,亚洲,28704,0,244,14495 +2020-05-24,爱尔兰,欧洲,24582,0,1604,21060 +2020-05-24,印度尼西亚,亚洲,21745,0,1351,5249 +2020-05-24,南非,非洲,21343,0,407,10104 +2020-05-24,波兰,欧洲,20931,0,993,8977 +2020-05-24,乌克兰,欧洲,20580,0,605,6929 +2020-05-24,科威特,亚洲,20464,0,148,5747 +2020-05-24,哥伦比亚,南美洲,20177,0,705,4718 +2020-05-24,罗马尼亚,欧洲,17857,0,1176,11187 +2020-05-24,以色列,亚洲,16712,0,279,14090 +2020-05-24,日本本土,亚洲,16536,0,808,13244 +2020-05-24,埃及,非洲,16513,0,735,4628 +2020-05-24,奥地利,欧洲,16486,0,639,15037 +2020-05-24,多米尼加,北美洲,14422,0,458,7854 +2020-05-24,菲律宾,亚洲,13777,0,863,3177 +2020-05-24,丹麦,欧洲,11487,0,561,10034 +2020-05-24,阿根廷,南美洲,11353,0,445,3530 +2020-05-24,韩国,亚洲,11190,0,266,10213 +2020-05-24,塞尔维亚,欧洲,11092,0,238,5699 +2020-05-24,巴拿马,北美洲,10577,0,299,6279 +2020-05-24,阿富汗,亚洲,9998,0,216,1040 +2020-05-24,捷克,欧洲,8890,0,314,6044 +2020-05-24,巴林,亚洲,8802,0,13,4465 +2020-05-24,挪威,欧洲,8346,0,235,7727 +2020-05-24,哈萨克斯坦,亚洲,8322,0,35,4214 +2020-05-24,阿尔及利亚,非洲,8113,0,592,4426 +2020-05-24,尼日利亚,非洲,7526,0,221,2174 +2020-05-24,摩洛哥,非洲,7406,0,198,4638 +2020-05-24,阿曼,亚洲,7257,0,36,1848 +2020-05-24,马来西亚,亚洲,7185,0,115,5912 +2020-05-24,澳大利亚,大洋洲,7114,0,102,6508 +2020-05-24,摩尔多瓦,欧洲,6994,0,242,3452 +2020-05-24,加纳,非洲,6617,0,31,1978 +2020-05-24,芬兰,欧洲,6568,0,306,4800 +2020-05-24,亚美尼亚,亚洲,6302,0,77,2936 +2020-05-24,玻利维亚,南美洲,5915,0,240,609 +2020-05-24,喀麦隆,非洲,4400,0,159,1822 +2020-05-24,伊拉克,亚洲,4272,0,152,2585 +2020-05-24,卢森堡,欧洲,3990,0,109,3758 +2020-05-24,阿塞拜疆,亚洲,3982,0,49,2506 +2020-05-24,洪都拉斯,北美洲,3743,0,174,455 +2020-05-24,匈牙利,欧洲,3741,0,486,1690 +2020-05-24,苏丹,非洲,3628,0,146,424 +2020-05-24,几内亚,非洲,3176,0,20,1631 +2020-05-24,乌兹别克斯坦,亚洲,3132,0,13,2532 +2020-05-24,危地马拉,北美洲,3054,0,55,244 +2020-05-24,泰国,亚洲,3040,0,56,2921 +2020-05-24,塞内加尔,非洲,2976,0,34,1416 +2020-05-24,希腊,欧洲,2876,0,171,1374 +2020-05-24,塔吉克斯坦,亚洲,2738,0,44,1223 +2020-05-24,保加利亚,欧洲,2427,0,130,840 +2020-05-24,波黑,欧洲,2391,0,141,1662 +2020-05-24,科特迪瓦,非洲,2366,0,30,1188 +2020-05-24,吉布提,非洲,2270,0,10,1064 +2020-05-24,克罗地亚,欧洲,2243,0,99,2023 +2020-05-24,刚果(金),非洲,2025,0,63,312 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"比利时":" Belgium ", "贝宁" :"Benin", "布基纳法索":"Burkina Faso", "布隆迪":" Burundi", "保加利亚":"Bulgaria", "波斯尼亚和黑塞哥维那":"Bosnia and Herz", "白俄罗斯" :"Belarus", "伯利兹" :"Belize", "百慕大群岛":"Bermuda", "玻利维亚":"Bolivia", "巴西":"Brazil", "文莱":"Brunei ", "不丹":"Bhutan", "博茨瓦纳":"Botswana", "柬埔寨":"Cambodia", "喀麦隆":"Cameroon", "加拿大":"Canada", "中非共和国":"Central African Rep.", "乍得" :"Chad", "智利" :"Chile", "中国" :"China", "哥伦比亚":"Colombia", "刚果(金)":"Congo", "哥斯达黎加":"Costa Rica", "科特迪瓦":"Côte d'Ivoire", "克罗地亚" :"Croatia ", "古巴" :"Cuba", "塞浦路斯" :"Cyprus", "捷克共和国":"CzechRep", "韩国" :"Dem.Rep.Korea", "刚果(布)":"Dem. Rep. Congo", "丹麦" :"Denmark", "吉布提":"Djibouti", "多米尼加":"Dominican Rep.", "厄瓜多尔":"Ecuador", "埃及" :"Egypt", "萨尔瓦多" :"ElSalvador", "赤道几内亚":"Eq.Guinea", "厄立特里亚":"Eritrea", "爱沙尼亚":"Estonia", "埃塞俄比亚":"Ethiopia", "福克兰群岛":"FalklandIs", "斐济" :"Fiji", "芬兰" :"Finland", "法国" :"France", "法属圭亚那":"FrenchGuiana", "法属南部领地":"Fr.S.AntarcticLands", "加蓬" :"Gabon", "冈比亚":"Gambia", "德国" :"Germany", "佐治亚州":"Georgia ", "加纳":"Ghana", "希腊":"Greece", "格陵兰":"Greenland", "危地马拉":"Guatemala", "几内亚":"Guinea", "几内亚比绍":"Guinea-Bissau", "圭亚那":"Guyana", "海地":"Haiti", "赫德岛和麦克唐纳群岛":"HeardI.andMcDonaldIs", "洪都拉斯":"Honduras", "匈牙利":"Hungary", "冰岛":"Iceland", "印度":"India", "印度尼西亚":"Indonesia", "伊朗":"Iran", "伊拉克":"Iraq", "爱尔兰":"Ireland", "以色列":"Israel", "意大利":"Italy", "象牙海岸":"IvoryCoast", "牙买加":"Jamaica", "日本" :"Japan", "乔丹":"Jordan", "克什米尔":"Kashmir", "哈萨克斯坦":"Kazakhstan", "肯尼亚":"Kenya", "科索沃":"Kosovo", "科威特":"Kuwait", "吉尔吉斯斯坦":"Kyrgyzstan", "老挝":"Lao PDR", "拉脱维亚":"Latvia", "黎巴嫩":"Lebanon", "莱索托":"Lesotho", "利比里亚":"Liberia", "利比亚":"Libya", "立陶宛":"Lithuania", "卢森堡":"Luxembourg", "马达加斯加":"Madagascar", "马其顿":"Macedonia", "马拉维":"Malawi", "马来西亚":"Malaysia", "马里":"Mali", "毛里塔尼亚":"Mauritania", "墨西哥":"Mexico", "摩尔多瓦":"Moldova", "蒙古" :"Mongolia", "黑山" :"Montenegro", "摩洛哥":"Morocco", "莫桑比克":"Mozambique", "缅甸":"Myanmar", "纳米比亚":"Namibia", "荷兰" :"Netherlands", "新喀里多尼亚":"New Caledonia", "新西兰":"New Zealand", "尼泊尔":"Nepal", "尼加拉瓜":"Nicaragua", "尼日尔":"Niger", "尼日利亚":"Nigeria", "朝鲜":"Korea", "北塞浦路斯":"NorthernCyprus", "挪威":"Norway", "阿曼":"Oman", "巴基斯坦":"Pakistan", "巴拿马":"Panama", "巴布亚新几内亚":"Papua New Guinea", "巴拉圭":"Paraguay", "秘鲁":"Peru", "刚果":"Republi cofthe Congo", "菲律宾":"Philippines", "波兰":"Poland", "葡萄牙":"Portugal", "波多黎各":"Puerto Rico", "卡塔尔":"Qatar", "塞尔维亚共和国":"RepublicofSerbia", "罗马尼亚":"Romania", "俄罗斯":"Russia", "卢旺达":"Rwanda", "萨摩亚":"Samoa", "沙特阿拉伯":"Saudi Arabia", "塞内加尔":"Senegal", "塞尔维亚" :"Serbia", "塞拉利昂" :"Sierra Leone", "斯洛伐克":"Slovakia", "斯洛文尼亚":"Slovenia", "所罗门群岛":"SolomonIs", "索马里兰":"Somaliland", "索马里":"Somalia", "南非":"South Africa", "南乔治亚和南桑德威奇群岛":"S.Geo.andS.Sandw.Is", "南苏丹":"S.Sudan", "西班牙":"Spain", "斯里兰卡":"Sri Lanka", "苏丹" :"Sudan", "苏里南":"Suriname", "斯威士兰":"Swaziland", "瑞典" :"Sweden", "瑞士":"Switzerland", "叙利亚":"Syria", "塔吉克斯坦":"Tajikistan", "坦桑尼亚":"Tanzania", "泰国" :"Thailand", "东帝汶":"Timor-Leste", "多哥" :"Togo", "特立尼达和多巴哥":"TrinidadandTobago", "突尼斯":"Tunisia", "土耳其":"Turkey", "土库曼斯坦":"Turkmenistan", "乌干达":"Uganda", "乌克兰":"Ukraine", "沙特阿拉伯":"United Arab Emirates", "大不列颠联合王国":"United Kingdom", "坦桑尼亚联合共和国":"UnitedRepublicofTanzania", "美国" :"United States", "美利坚合众国":"UnitedStatesofAmerica", "乌拉圭":"Uruguay", "乌兹别克斯坦":"Uzbekistan", "瓦努阿图":"Vanuatu", "委内瑞拉":"Venezuela", "越南":"Vietnam", "西岸" :"WestBank", "西撒哈拉":"W.Sahara", "也门共和国":"Yemen", "赞比亚共和国":"Zambia", "津巴布韦":"Zimbabwe" } diff --git a/python-data-analysis/2019-nCoV-global/data_spider.py b/python-data-analysis/2019-nCoV-global/data_spider.py new file mode 100644 index 0000000..0206ce0 --- /dev/null +++ b/python-data-analysis/2019-nCoV-global/data_spider.py @@ -0,0 +1,53 @@ +import requests +from datetime import datetime + +def catch_data(): + """ + 抓取当前实时数据,并返回 国家、大洲、确诊、疑似、死亡、治愈 列表 + :return: + """ + url = 'https://api.inews.qq.com/newsqa/v1/automation/foreign/country/ranklist' + data = requests.post(url).json()['data'] + + date_list = list() # 日期 + name_list = list() # 国家 + continent_list = list() # 大洲 + confirm_list = list() # 确诊 + suspect_list = list() # 疑似 + dead_list = list() # 死亡 + heal_list = list() # 治愈 + + for item in data: + month, day = item['date'].split('.') + date_list.append(datetime.strptime('2020-%s-%s' % (month, day), '%Y-%m-%d')) + name_list.append(item['name']) + continent_list.append(item['continent']) + confirm_list.append(int(item['confirm'])) + suspect_list.append(int(item['suspect'])) + dead_list.append(int(item['dead'])) + heal_list.append(int(item['heal'])) + + return date_list, name_list, continent_list, confirm_list, suspect_list, dead_list, heal_list + + +def save_csv(): + """ + 将数据存入 csv 文件 + :return: + """ + date_list, name_list, continent_list, confirm_list, suspect_list, dead_list, heal_list = catch_data() + fw = open('2019-nCoV.csv', 'w', encoding='utf-8') + fw.write('date,name,continent,confirm,suspect,dead,heal\n') + + i = 0 + while i < len(date_list): + date = str(date_list[i].strftime("%Y-%m-%d")) + fw.write(date + ',' + str(name_list[i]) + ',' + str(continent_list[i]) + ',' + str(confirm_list[i]) + ',' + str(suspect_list[i]) + ',' + str(dead_list[i]) + ',' + str(heal_list[i]) + '\n') + i = i + 1 + else: + print("csv 写入完成") + fw.close() + + +if __name__ == '__main__': + save_csv() \ No newline at end of file diff --git a/python-data-analysis/2019-nCoV-global/global_map.py b/python-data-analysis/2019-nCoV-global/global_map.py new file mode 100644 index 0000000..790a921 --- /dev/null +++ b/python-data-analysis/2019-nCoV-global/global_map.py @@ -0,0 +1,78 @@ +from pyecharts import options as opts +from pyecharts.charts import Map +import pandas as pd +import namemap + +def read_country_code(): + """ + 获取国家中英文字典 + :return: + """ + country_dict = {} + for key, val in namemap.nameMap.items(): # 将 nameMap 列表里面键值互换 + country_dict[val] = key + return country_dict + +def read_csv(): + """ + 读取数据,返回国家英文名称列表和累计确诊数列表 + :return: + """ + country_dict = read_country_code() + data = pd.read_csv("2019-nCoV.csv", index_col=False) + + countrys_names = list() + confirmed_count = list() + + for x in range(len(data.index)): + if data['name'].iloc[x] in country_dict.keys(): + countrys_names.append(country_dict[data['name'].iloc[x]]) + confirmed_count.append(data['confirm'].iloc[x]) + else: + print(data['name'].iloc[x]) + + return countrys_names, confirmed_count + + +def draw_map(): + """ + 绘制世界地图 + 遇到一个很神奇的问题: + 两个列表必须写死数据地图才会渲染数据,如果数据是从方法中获得,则地图不渲染数据 + :return: + """ + + # 修复注释中的问题,原因是 confirmed_count 中的 int 是 numpy 的 int ,需转化为 python 中的 int + # 感谢公众号的 @李康伟 同学提出 + countrys_names, confirmed_count = read_csv() + confirmed_count_list = [] + for item in confirmed_count: + confirmed_count_list.append(int(item)) + + # countrys_names = ['United States', 'Brazil', 'Russia', 'Spain', 'United Kingdom', 'Italy', 'France', 'Germany', 'Turkey', 'Iran', 'India', 'Peru', 'Canada', 'Saudi Arabia', 'Mexico', 'Chile', 'Belgium', 'Pakistan', 'Netherlands', 'Qatar', 'Ecuador', 'Belarus', 'Sweden', 'Bangladesh', 'Singapore Rep.', 'Switzerland', 'Portugal', 'United Arab Emirates', 'Ireland', 'Indonesia', 'South Africa', 'Poland', 'Ukraine', 'Kuwait', 'Colombia', 'Romania', 'Israel', 'Japan', 'Egypt', 'Austria', 'Dominican Rep.', 'Philippines', 'Denmark', 'Argentina', 'Korea', 'Serbia', 'Panama', 'Afghanistan', 'Czech Rep.', 'Norway', 'Kazakhstan', 'Algeria', 'Nigeria', 'Morocco', 'Oman', 'Malaysia', 'Australia', 'Moldova', 'Ghana', 'Finland', 'Armenia', 'Bolivia', 'Cameroon', 'Iraq', 'Luxembourg', 'Azerbaijan', 'Honduras', 'Hungary', 'Sudan', 'Guinea', 'Uzbekistan', 'Guatemala', 'Thailand', 'Senegal', 'Greece', 'Tajikistan', 'Bulgaria', "Côte d'Ivoire", 'Djibouti', 'Croatia', 'Gabon', 'Cuba', 'Estonia', 'El Salvador', 'Iceland', 'Lithuania', 'Somalia', 'New Zealand', 'Slovakia', 'Slovenia', 'Kyrgyzstan', 'Kenya', 'Guinea Bissau', 'Lebanon', 'Sri Lanka', 'Tunisia', 'Latvia', 'Mali', 'Venezuela', 'Albania', 'Eq. Guinea', 'Niger', 'Cyprus', 'Zambia', 'Costa Rica', 'Haiti', 'Paraguay', 'Burkina Faso', 'Uruguay', 'Georgia', 'Jordan', 'Chad', 'Sierra Leone', 'Nepal', 'Jamaica', 'Tanzania', 'Ethiopia', 'Madagascar', 'Palestine', 'Togo', 'Vietnam', 'Rwanda', 'Montenegro', 'Nicaragua', 'Liberia', 'Swaziland', 'Mauritania', 'Yemen', 'Myanmar', 'Uganda', 'Mozambique', 'Mongolia', 'Brunei', 'Benin', 'Guyana', 'Cambodia', 'The Bahamas', 'Malawi', 'Libya', 'Syria', 'Angola', 'Zimbabwe', 'Burundi', 'Eritrea', 'Botswana', 'Gambia', 'Bhutan', 'East Timor', 'Namibia', 'Lao PDR', 'Fiji', 'Belize', 'Suriname', 'Papua New Guinea', 'Lesotho'] + # + # confirmed_count = [1666828, 347398, 335882, 281904, 258504, 229327, 182036, 179986, 155686, 133521, 131920, 115754, 85151, 70161, 65856, 65393, 56810, 54601, 45265, 42213, 36258, 35244, 33188, 32078, 31068, 30725, 30471, 28704, 24582, 21745, 21343, 20931, 20580, 20464, 20177, 17857, 16712, 16536, 16513, 16486, 14422, 13777, 11487, 11353, 11190, 11092, 10577, 9998, 8890, 8346, 8322, 8113, 7526, 7406, 7257, 7185, 7114, 6994, 6617, 6568, 6302, 5915, 4400, 4272, 3990, 3982, 3743, 3741, 3628, 3176, 3132, 3054, 3040, 2976, 2876, 2738, 2427, 2366, 2270, 2243, 1934, 1931, 1821, 1819, 1804, 1616, 1594, 1504, 1504, 1468, 1403, 1192, 1114, 1097, 1089, 1048, 1046, 1015, 1010, 989, 960, 943, 927, 920, 918, 865, 850, 814, 764, 728, 704, 648, 621, 584, 550, 509, 494, 488, 423, 373, 325, 325, 324, 279, 255, 238, 227, 212, 201, 198, 168, 141, 141, 135, 127, 124, 100, 82, 75, 70, 61, 56, 42, 39, 30, 25, 24, 24, 20, 19, 18, 18, 11, 8, 2] + + + c = ( + Map() + .add( + "确诊人数", + [list(z) for z in zip(countrys_names, confirmed_count_list)], + is_map_symbol_show=False, + maptype="world", + label_opts=opts.LabelOpts(is_show=False), + itemstyle_opts=opts.ItemStyleOpts(color="rgb(49,60,72)") + ) + .set_series_opts(label_opts=opts.LabelOpts(is_show=False)) + .set_global_opts( + title_opts=opts.TitleOpts(title="全球 2019-nCoV 地图"), + visualmap_opts=opts.VisualMapOpts(max_=1700000), + ) + .render("map_world.html") + ) + + +if __name__ == '__main__': + draw_map() + diff --git a/python-data-analysis/2019-nCoV-global/map_world.html b/python-data-analysis/2019-nCoV-global/map_world.html new file mode 100644 index 0000000..2759ac1 --- /dev/null +++ b/python-data-analysis/2019-nCoV-global/map_world.html @@ -0,0 +1,756 @@ + + + + + Awesome-pyecharts + + + + + +
+ + + diff --git a/python-data-analysis/2019-nCoV-global/namemap.py b/python-data-analysis/2019-nCoV-global/namemap.py new file mode 100644 index 0000000..34bc8db --- /dev/null +++ b/python-data-analysis/2019-nCoV-global/namemap.py @@ -0,0 +1,188 @@ +nameMap = { + 'Singapore Rep.':'新加坡', + 'Dominican Rep.':'多米尼加', + 'Palestine':'巴勒斯坦', + 'Bahamas':'巴哈马', + 'Timor-Leste':'东帝汶', + 'Afghanistan':'阿富汗', + 'Guinea-Bissau':'几内亚比绍', + "Côte d'Ivoire":'科特迪瓦', + 'Siachen Glacier':'锡亚琴冰川', + "Br. Indian Ocean Ter.":'英属印度洋领土', + 'Angola':'安哥拉', + 'Albania':'阿尔巴尼亚', + 'United Arab Emirates':'阿联酋', + 'Argentina':'阿根廷', + 'Armenia':'亚美尼亚', + 'French Southern and Antarctic Lands':'法属南半球和南极领地', + 'Australia':'澳大利亚', + 'Austria':'奥地利', + 'Azerbaijan':'阿塞拜疆', + 'Burundi':'布隆迪', + 'Belgium':'比利时', + 'Benin':'贝宁', + 'Burkina Faso':'布基纳法索', + 'Bangladesh':'孟加拉', + 'Bulgaria':'保加利亚', + 'The Bahamas':'巴哈马', + 'Bosnia and Herz.':'波斯尼亚和黑塞哥维那', + 'Belarus':'白俄罗斯', + 'Belize':'伯利兹', + 'Bermuda':'百慕大', + 'Bolivia':'玻利维亚', + 'Brazil':'巴西', + 'Brunei':'文莱', + 'Bhutan':'不丹', + 'Botswana':'博茨瓦纳', + 'Central African Rep.':'中非', + 'Canada':'加拿大', + 'Switzerland':'瑞士', + 'Chile':'智利', + 'China':'中国', + 'Ivory Coast':'象牙海岸', + 'Cameroon':'喀麦隆', + 'Dem. Rep. Congo':'刚果民主共和国', + 'Congo':'刚果', + 'Colombia':'哥伦比亚', + 'Costa Rica':'哥斯达黎加', + 'Cuba':'古巴', + 'N. Cyprus':'北塞浦路斯', + 'Cyprus':'塞浦路斯', + 'Czech Rep.':'捷克', + 'Germany':'德国', + 'Djibouti':'吉布提', + 'Denmark':'丹麦', + 'Algeria':'阿尔及利亚', + 'Ecuador':'厄瓜多尔', + 'Egypt':'埃及', + 'Eritrea':'厄立特里亚', + 'Spain':'西班牙', + 'Estonia':'爱沙尼亚', + 'Ethiopia':'埃塞俄比亚', + 'Finland':'芬兰', + 'Fiji':'斐济', + 'Falkland Islands':'福克兰群岛', + 'France':'法国', + 'Gabon':'加蓬', + 'United Kingdom':'英国', + 'Georgia':'格鲁吉亚', + 'Ghana':'加纳', + 'Guinea':'几内亚', + 'Gambia':'冈比亚', + 'Guinea Bissau':'几内亚比绍', + 'Eq. Guinea':'赤道几内亚', + 'Greece':'希腊', + 'Greenland':'格陵兰', + 'Guatemala':'危地马拉', + 'French Guiana':'法属圭亚那', + 'Guyana':'圭亚那', + 'Honduras':'洪都拉斯', + 'Croatia':'克罗地亚', + 'Haiti':'海地', + 'Hungary':'匈牙利', + 'Indonesia':'印度尼西亚', + 'India':'印度', + 'Ireland':'爱尔兰', + 'Iran':'伊朗', + 'Iraq':'伊拉克', + 'Iceland':'冰岛', + 'Israel':'以色列', + 'Italy':'意大利', + 'Jamaica':'牙买加', + 'Jordan':'约旦', + 'Japan':'日本', + 'Japan':'日本本土', + 'Kazakhstan':'哈萨克斯坦', + 'Kenya':'肯尼亚', + 'Kyrgyzstan':'吉尔吉斯斯坦', + 'Cambodia':'柬埔寨', + 'Korea':'韩国', + 'Kosovo':'科索沃', + 'Kuwait':'科威特', + 'Lao PDR':'老挝', + 'Lebanon':'黎巴嫩', + 'Liberia':'利比里亚', + 'Libya':'利比亚', + 'Sri Lanka':'斯里兰卡', + 'Lesotho':'莱索托', + 'Lithuania':'立陶宛', + 'Luxembourg':'卢森堡', + 'Latvia':'拉脱维亚', + 'Morocco':'摩洛哥', + 'Moldova':'摩尔多瓦', + 'Madagascar':'马达加斯加', + 'Mexico':'墨西哥', + 'Macedonia':'马其顿', + 'Mali':'马里', + 'Myanmar':'缅甸', + 'Montenegro':'黑山', + 'Mongolia':'蒙古', + 'Mozambique':'莫桑比克', + 'Mauritania':'毛里塔尼亚', + 'Malawi':'马拉维', + 'Malaysia':'马来西亚', + 'Namibia':'纳米比亚', + 'New Caledonia':'新喀里多尼亚', + 'Niger':'尼日尔', + 'Nigeria':'尼日利亚', + 'Nicaragua':'尼加拉瓜', + 'Netherlands':'荷兰', + 'Norway':'挪威', + 'Nepal':'尼泊尔', + 'New Zealand':'新西兰', + 'Oman':'阿曼', + 'Pakistan':'巴基斯坦', + 'Panama':'巴拿马', + 'Peru':'秘鲁', + 'Philippines':'菲律宾', + 'Papua New Guinea':'巴布亚新几内亚', + 'Poland':'波兰', + 'Puerto Rico':'波多黎各', + 'Dem. Rep. Korea':'朝鲜', + 'Portugal':'葡萄牙', + 'Paraguay':'巴拉圭', + 'Qatar':'卡塔尔', + 'Romania':'罗马尼亚', + 'Russia':'俄罗斯', + 'Rwanda':'卢旺达', + 'W. Sahara':'西撒哈拉', + 'Saudi Arabia':'沙特阿拉伯', + 'Sudan':'苏丹', + 'S. Sudan':'南苏丹', + 'Senegal':'塞内加尔', + 'Solomon Is.':'所罗门群岛', + 'Sierra Leone':'塞拉利昂', + 'El Salvador':'萨尔瓦多', + 'Somaliland':'索马里兰', + 'Somalia':'索马里', + 'Serbia':'塞尔维亚', + 'Suriname':'苏里南', + 'Slovakia':'斯洛伐克', + 'Slovenia':'斯洛文尼亚', + 'Sweden':'瑞典', + 'Swaziland':'斯威士兰', + 'Syria':'叙利亚', + 'Chad':'乍得', + 'Togo':'多哥', + 'Thailand':'泰国', + 'Tajikistan':'塔吉克斯坦', + 'Turkmenistan':'土库曼斯坦', + 'East Timor':'东帝汶', + 'Trinidad and Tobago':'特里尼达和多巴哥', + 'Tunisia':'突尼斯', + 'Turkey':'土耳其', + 'Tanzania':'坦桑尼亚', + 'Uganda':'乌干达', + 'Ukraine':'乌克兰', + 'Uruguay':'乌拉圭', + 'United States':'美国', + 'Uzbekistan':'乌兹别克斯坦', + 'Venezuela':'委内瑞拉', + 'Vietnam':'越南', + 'Vanuatu':'瓦努阿图', + 'West Bank':'西岸', + 'Yemen':'也门', + 'South Africa':'南非', + 'Zambia':'赞比亚', + 'Zimbabwe':'津巴布韦' + } \ No newline at end of file diff --git a/python-data-analysis/bilibili/.gitignore b/python-data-analysis/bilibili/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-data-analysis/bilibili/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-data-analysis/bilibili/BaiduAPI.py b/python-data-analysis/bilibili/BaiduAPI.py new file mode 100644 index 0000000..943d068 --- /dev/null +++ b/python-data-analysis/bilibili/BaiduAPI.py @@ -0,0 +1,67 @@ +import requests +import re +import time +from pyecharts.charts import Pie +from pyecharts import options as opts + +grant_type = 'client_credentials' +client_id = 'gL3UmvT6oYprTfVoTlG3HPLY' +client_secret = 'ARyR1GNG3p40r8W4WN8eUvYygeRhMWsG' + +# 获取 Baidu API access_token +access_token_url = f'https://aip.baidubce.com/oauth/2.0/token?grant_type={grant_type}&client_id={client_id}&client_secret={client_secret}&' + +res = requests.post(access_token_url) + +access_token = res.json()['access_token'] + +emotion_url = f'https://aip.baidubce.com/rpc/2.0/nlp/v1/emotion?charset=UTF-8&access_token={access_token}' + +# 获取 B 站视频弹幕 +res = requests.get("https://api.bilibili.com/x/player/pagelist?bvid=BV1FV411d7u7&jsonp=jsonp") +cid = res.json()['data'][0]['cid'] + +danmu_url = f"https://api.bilibili.com/x/v1/dm/list.so?oid={cid}" +result = requests.get(danmu_url).content.decode('utf-8') +pattern = re.compile('(.*?)') +danmu_list = pattern.findall(result) + +# 情感计数器 +optimistic = 0 +neutral = 0 +pessimistic = 0 + +for danmu in danmu_list: + + # 因调用 QPS 限制,每次调用间隔 0.5s + time.sleep(0.5) + + req_data = { + 'text': danmu, + 'scene': 'talk' + } + + # 调用情感接口 + r = requests.post(emotion_url, json = req_data) + print(r.json()) + for item in r.json()['items']: + if item['label'] == 'optimistic' and item['prob'] > 0.9: + optimistic += 1 + if item['label'] == 'neutral' and item['prob'] > 0.9: + neutral += 1 + if item['label'] == 'pessimistic' and item['prob'] > 0.9: + pessimistic += 1 + +print(optimistic) +print(neutral) +print(pessimistic) + +attr = ['正向情感','中性情感','负向情感'] +value = [optimistic, neutral, pessimistic] + +c = ( + Pie() + .add("", [list(attr) for attr in zip(attr, value)]) + .set_global_opts(title_opts=opts.TitleOpts(title="B站「后浪」弹幕情感分析")) + .render("pie_base.html") +) \ No newline at end of file diff --git a/python-data-analysis/bilibili/HoulangBaiduSentiment.py b/python-data-analysis/bilibili/HoulangBaiduSentiment.py new file mode 100644 index 0000000..a323ac4 --- /dev/null +++ b/python-data-analysis/bilibili/HoulangBaiduSentiment.py @@ -0,0 +1,72 @@ +import requests +import re +import time +from pyecharts.charts import Pie +from pyecharts import options as opts + +grant_type = 'client_credentials' +client_id = 'gL3UmvT6oYprTfVoTlG3HPLY' +client_secret = 'ARyR1GNG3p40r8W4WN8eUvYygeRhMWsG' + +# 获取 Baidu API access_token +access_token_url = f'https://aip.baidubce.com/oauth/2.0/token?grant_type={grant_type}&client_id={client_id}&client_secret={client_secret}&' + +res = requests.post(access_token_url) + +access_token = res.json()['access_token'] + +# 通用情感接口 +# sentiment_url = f'https://aip.baidubce.com/rpc/2.0/nlp/v1/sentiment_classify?charset=UTF-8&access_token={access_token}' +# 定制化情感接口 +sentiment_url = f'https://aip.baidubce.com/rpc/2.0/nlp/v1/sentiment_classify_custom?charset=UTF-8&access_token={access_token}' + +# 获取 B 站视频弹幕 +res = requests.get("https://api.bilibili.com/x/player/pagelist?bvid=BV1FV411d7u7&jsonp=jsonp") +cid = res.json()['data'][0]['cid'] + +danmu_url = f"https://api.bilibili.com/x/v1/dm/list.so?oid={cid}" +result = requests.get(danmu_url).content.decode('utf-8') +pattern = re.compile('(.*?)') +danmu_list = pattern.findall(result) + +# 情感计数器 +optimistic = 0 +neutral = 0 +pessimistic = 0 + +for danmu in danmu_list: + + # 因调用 QPS 限制,每次调用间隔 0.5s + time.sleep(0.5) + + req_data = { + 'text': danmu + } + + # 调用情感接口 + r = requests.post(sentiment_url, json = req_data) + print(r.json()) + for item in r.json()['items']: + if item['sentiment'] == 2: + # 正向情感 + optimistic += 1 + if item['sentiment'] == 1: + # 中性情感 + neutral += 1 + if item['sentiment'] == 0: + # 负向情感 + pessimistic += 1 + +print('正向情感:', optimistic) +print('中性情感:', neutral) +print('负向情感:', pessimistic) + +attr = ['正向情感','中性情感','负向情感'] +value = [optimistic, neutral, pessimistic] + +c = ( + Pie() + .add("", [list(attr) for attr in zip(attr, value)]) + .set_global_opts(title_opts=opts.TitleOpts(title="B站「后浪」弹幕情感分析")) + .render("pie_base.html") +) \ No newline at end of file diff --git a/python-data-analysis/bilibili/houlang.py b/python-data-analysis/bilibili/houlang.py new file mode 100644 index 0000000..0a4a8b5 --- /dev/null +++ b/python-data-analysis/bilibili/houlang.py @@ -0,0 +1,15 @@ +import requests +import re +import wordcloud + +res = requests.get("https://api.bilibili.com/x/player/pagelist?bvid=BV1FV411d7u7&jsonp=jsonp") +cid = res.json()['data'][0]['cid'] +print(cid) + +danmu_url = f"https://api.bilibili.com/x/v1/dm/list.so?oid={cid}" +result = requests.get(danmu_url).content.decode('utf-8') +pattern = re.compile('(.*?)') +danmu_list = pattern.findall(result) + +wordcloud = wordcloud.WordCloud(font_path='msyh.ttc', width=900, height=1600).generate("".join(danmu_list)) +wordcloud.to_file('wordcloud.png') \ No newline at end of file diff --git a/python-data-analysis/bilibili/pie_base.html b/python-data-analysis/bilibili/pie_base.html new file mode 100644 index 0000000..3213d9b --- /dev/null +++ b/python-data-analysis/bilibili/pie_base.html @@ -0,0 +1,120 @@ + + + + + Awesome-pyecharts + + + + +
+ + + diff --git a/python-data-analysis/bilibili/wordcloud.png b/python-data-analysis/bilibili/wordcloud.png new file mode 100644 index 0000000..00b33a2 Binary files /dev/null and b/python-data-analysis/bilibili/wordcloud.png differ diff --git a/python-data-analysis/dataframe/.gitignore b/python-data-analysis/dataframe/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-data-analysis/dataframe/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-data-analysis/dataframe/demo1.py b/python-data-analysis/dataframe/demo1.py new file mode 100644 index 0000000..324b9db --- /dev/null +++ b/python-data-analysis/dataframe/demo1.py @@ -0,0 +1,69 @@ +import numpy as np +import pandas as pd + +d = {'one': pd.Series([1., 2., 3.], index=['a', 'b', 'c']), + 'two': pd.Series([1., 2., 3., 4.], index=['a', 'b', 'c', 'd'])} + +df = pd.DataFrame(d) +print(df) + +df1 = pd.DataFrame(d, index=['d', 'b', 'a']) +print(df1) + +df2 = pd.DataFrame(d, index=['d', 'b', 'a'], columns=['two', 'three']) +print(df2) + +d1 = {'one': [1., 2., 3., 4.], + 'two': [4., 3., 2., 1.]} + +df3 = pd.DataFrame(d1) +print(df3) + +df4 = pd.DataFrame(d1, index=['a', 'b', 'c', 'd']) +print(df4) + +d2 = [{'a': 1, 'b': 2}, {'a': 5, 'b': 10, 'c': 20}] + +df5 = pd.DataFrame(d2) +print(df5) + +df6 = pd.DataFrame(d2, index=['first', 'second'], columns=['a', 'b']) +print(df6) + +d3 = ({('a', 'b'): {('A', 'B'): 1, ('A', 'C'): 2}, + ('a', 'a'): {('A', 'C'): 3, ('A', 'B'): 4}, + ('a', 'c'): {('A', 'B'): 5, ('A', 'C'): 6}, + ('b', 'a'): {('A', 'C'): 7, ('A', 'B'): 8}, + ('b', 'b'): {('A', 'D'): 9, ('A', 'B'): 10}}) + +df7 = pd.DataFrame(d3) +print(df7) + +print('----------------------------- 分割线 ---------------------------------') + +# 获取数据 +print(df4) +# 按列获取 +print(df4['one']) +# 按行获取 +print(df4.loc['a']) +print(df4.iloc[0]) + +df4['three'] = df4['one'] * df4['two'] +df4['flag'] = df4['one'] > 2 +print(df4) + +# 删除数据 +del df4['two'] +df4.pop('three') +print(df4) + +# 插入数据 +df4['foo'] = 'bar' +print(df4) + +df4['one_trunc'] = df4['one'][:2] +print(df4) + +df4.insert(1, 'bar', df4['one']) +print(df4) \ No newline at end of file diff --git a/python-data-analysis/dingtoujijin/.gitignore b/python-data-analysis/dingtoujijin/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-data-analysis/dingtoujijin/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-data-analysis/dingtoujijin/110020.txt b/python-data-analysis/dingtoujijin/110020.txt new file mode 100644 index 0000000..9490e47 --- /dev/null +++ b/python-data-analysis/dingtoujijin/110020.txt @@ -0,0 +1 @@ +{"Data":{"LSJZList":[{"FSRQ":"2020-04-03","DWJZ":"1.3018","LJJZ":"1.3018","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"-0.54","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-04-02","DWJZ":"1.3089","LJJZ":"1.3089","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"1.52","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-04-01","DWJZ":"1.2893","LJJZ":"1.2893","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"-0.28","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-31","DWJZ":"1.2929","LJJZ":"1.2929","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"0.29","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-30","DWJZ":"1.2891","LJJZ":"1.2891","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"-0.91","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-27","DWJZ":"1.3010","LJJZ":"1.3010","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"0.32","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-26","DWJZ":"1.2969","LJJZ":"1.2969","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"-0.61","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-25","DWJZ":"1.3049","LJJZ":"1.3049","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"2.51","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-24","DWJZ":"1.2730","LJJZ":"1.2730","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"2.47","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-23","DWJZ":"1.2423","LJJZ":"1.2423","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"-3.16","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-20","DWJZ":"1.2828","LJJZ":"1.2828","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"1.68","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-19","DWJZ":"1.2616","LJJZ":"1.2616","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"-1.23","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-18","DWJZ":"1.2773","LJJZ":"1.2773","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"-1.87","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-17","DWJZ":"1.3017","LJJZ":"1.3017","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"-0.45","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-16","DWJZ":"1.3076","LJJZ":"1.3076","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"-4.04","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-13","DWJZ":"1.3626","LJJZ":"1.3626","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"-1.33","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-12","DWJZ":"1.3809","LJJZ":"1.3809","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"-1.82","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-11","DWJZ":"1.4065","LJJZ":"1.4065","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"-1.25","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-10","DWJZ":"1.4243","LJJZ":"1.4243","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"2.01","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-09","DWJZ":"1.3963","LJJZ":"1.3963","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"-3.17","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-06","DWJZ":"1.4420","LJJZ":"1.4420","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"-1.54","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-05","DWJZ":"1.4645","LJJZ":"1.4645","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"2.11","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-04","DWJZ":"1.4342","LJJZ":"1.4342","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"0.54","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-03","DWJZ":"1.4265","LJJZ":"1.4265","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"0.54","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-03-02","DWJZ":"1.4188","LJJZ":"1.4188","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"3.09","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-02-28","DWJZ":"1.3763","LJJZ":"1.3763","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"-3.35","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-02-27","DWJZ":"1.4240","LJJZ":"1.4240","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"0.27","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","DTYPE":null,"FHSP":""},{"FSRQ":"2020-02-26","DWJZ":"1.4201","LJJZ":"1.4201","SDATE":null,"ACTUALSYI":"","NAVTYPE":"1","JZZZL":"-1.16","SGZT":"깺","SHZT":"","FHFCZ":"","FHFCBZ":"","D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diff --git a/python-data-analysis/dingtoujijin/DataAnalysis.py b/python-data-analysis/dingtoujijin/DataAnalysis.py new file mode 100644 index 0000000..6fef828 --- /dev/null +++ b/python-data-analysis/dingtoujijin/DataAnalysis.py @@ -0,0 +1,134 @@ +import json +import datetime +import calendar +import requests +from pyecharts.charts import Line +from pyecharts import options as opts + +startDate = '2010-01-01' +endDate = '2020-04-05' +foundCode = '110020' +pageSize = 4000 + +header = { + 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3987.149 Safari/537.36', + 'Referer': f'http://fundf10.eastmoney.com/jjjz_110020.html' +} + +url = f'http://api.fund.eastmoney.com/f10/lsjz?&fundCode=110020&pageIndex=1&pageSize={pageSize}&startDate={startDate}&endDate={endDate}&_=1586089722912' +response = requests.get(url, headers=header) + +def write_file(content): + filename = '110020.txt' + with open(filename, 'a') as f: + f.write(content + '\n') + +# write_file(response.text) + +def get_data(): + ''' + 获取数据 + :return: dict + ''' + with open('110020.txt') as f: + line = f.readline() + result = json.loads(line) + date_price = {} + for found in result['Data']['LSJZList'][::-1]: + date_price[found['FSRQ']] = found['DWJZ'] + return date_price + + +date_price = get_data() + + +def calculate_by_week(start_date, end_date): + ''' + 每周一定投,每次定投 500 + :param start_date: 开始时间 + :param end_date: 结束时间 + :return: + ''' + total_stock = 0 + total_amount = 0 + nums = 0 + day = start_date + datetime.timedelta(days=-1) + while day < end_date: + day = day + datetime.timedelta(days=1) + if day.weekday() != 1: + continue + while date_price.get(day.strftime('%Y-%m-%d'), None) is None and day < end_date: + day += datetime.timedelta(days=1) + if day == end_date: + break + nums += 1 + total_stock += round(500 / float(date_price[day.strftime('%Y-%m-%d')]), 2) + total_amount += 500 + + # 计算盈利 + while date_price.get(end_date.strftime('%Y-%m-%d'), None) is None: + end_date += datetime.timedelta(days=-1) + + total_profit = round(total_stock, 2) * float(date_price[end_date.strftime('%Y-%m-%d')]) - total_amount + + return nums, round(total_stock, 2), total_amount, round(total_profit) + + +def get_first_day_of_next_month(date): + first_day = datetime.datetime(date.year, date.month, 1) + days_num = calendar.monthrange(first_day.year, first_day.month)[1] # 获取一个月有多少天 + return first_day + datetime.timedelta(days=days_num) + +def calculate_by_month(start_date, end_date): + ''' + 按月定投,每月 1 号买入,如果 1 号不是交易日,则顺延至下一交易日 + :param start_date: + :param end_date: + :return: + ''' + total_stock = 0 + total_amount = 0 + nums = 0 + first_day = datetime.datetime(start_date.year, start_date.month, 1) + day = first_day + datetime.timedelta(days=-1) # 将日期设置为 start_date 上个月最后一天 + while day < end_date: + day = get_first_day_of_next_month(day) + while date_price.get(day.strftime('%Y-%m-%d'), None) is None and day < end_date: + day = day + datetime.timedelta(days=1) + if day == end_date: + break + nums += 1 + if day.strftime('%Y-%m-%d') in date_price: + total_stock += round(2000 / float(date_price[day.strftime('%Y-%m-%d')]), 2) + total_amount += 2000 + + # 计算盈利 + while date_price.get(end_date.strftime('%Y-%m-%d'), None) is None: + end_date += datetime.timedelta(days=-1) + + total_profit = round(total_stock, 2) * float(date_price[end_date.strftime('%Y-%m-%d')]) - total_amount + + return nums, round(total_stock, 2), total_amount, round(total_profit) + +line = ( + Line() + .add_xaxis(list(date_price.keys())) + .add_yaxis( + '', + y_axis=list(date_price.values()) + ) + .set_global_opts( + title_opts=opts.TitleOpts(title='110020 基金走势图'), + ) +) +line.render() + +# 按周定投 +print(calculate_by_week(datetime.datetime.strptime(startDate,'%Y-%m-%d').date(), datetime.datetime.strptime(endDate,'%Y-%m-%d').date())) +# 按月定投 +print(calculate_by_month(datetime.datetime.strptime(startDate,'%Y-%m-%d'), datetime.datetime.strptime(endDate,'%Y-%m-%d'))) + +# 2015年开始,按周定投 +print(calculate_by_week(datetime.datetime.strptime('2015-01-01','%Y-%m-%d').date(), datetime.datetime.strptime(endDate,'%Y-%m-%d').date())) +# 2015年开始,按月定投 +print(calculate_by_month(datetime.datetime.strptime('2015-01-01','%Y-%m-%d'), datetime.datetime.strptime(endDate,'%Y-%m-%d'))) \ No newline at end of file diff --git a/python-data-analysis/dingtoujijin/render.html b/python-data-analysis/dingtoujijin/render.html new file mode 100644 index 0000000..7ac0f87 --- /dev/null +++ b/python-data-analysis/dingtoujijin/render.html @@ -0,0 +1,12675 @@ + + + + + Awesome-pyecharts + + + + +
+ + + diff --git a/python-data-analysis/dynamic_yiqing/.gitignore b/python-data-analysis/dynamic_yiqing/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-data-analysis/dynamic_yiqing/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-data-analysis/dynamic_yiqing/data.csv b/python-data-analysis/dynamic_yiqing/data.csv new file mode 100644 index 0000000..87eeb43 --- /dev/null +++ b/python-data-analysis/dynamic_yiqing/data.csv @@ -0,0 +1,46864 @@ +,date,country,countryCode,province,provinceCode,city,cityCode,confirmed,suspected,cured,dead +0,2019-12-01,中国,CN,,,,,1,0,0,0 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+46861,2020-04-10,津巴布韦,ZW,,,,,11,0,0,3 +46862,2020-04-10,纳米比亚,,,,,,16,0,3,0 diff --git a/python-data-analysis/dynamic_yiqing/demo.py b/python-data-analysis/dynamic_yiqing/demo.py new file mode 100644 index 0000000..51e4479 --- /dev/null +++ b/python-data-analysis/dynamic_yiqing/demo.py @@ -0,0 +1,4 @@ +import akshare as ak +covid_19_history_df = ak.covid_19_history() +covid_19_history_df.to_csv('data.csv') +print(covid_19_history_df) \ No newline at end of file diff --git a/python-data-analysis/dynamic_yiqing/result.csv b/python-data-analysis/dynamic_yiqing/result.csv new file mode 100644 index 0000000..21f3ecb --- /dev/null +++ b/python-data-analysis/dynamic_yiqing/result.csv @@ -0,0 +1,7228 @@ +name,type,value,date +"中国","CN","1","2019-12-10" +"中国","CN","4","2019-12-11" +"中国","CN","4","2019-12-12" +"中国","CN","4","2019-12-13" +"中国","CN","4","2019-12-14" +"中国","CN","6","2019-12-15" +"中国","CN","6","2019-12-16" +"中国","CN","7","2019-12-17" +"中国","CN","8","2019-12-18" 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+"利比里亚","LR","31","2020-04-10" +"立陶宛","LT","999","2020-04-10" +"卢森堡","LU","3115","2020-04-10" +"拉脱维亚","LV","612","2020-04-10" +"利比亚","LY","24","2020-04-10" +"摩洛哥","MA","1374","2020-04-10" +"摩纳哥","MC","84","2020-04-10" +"摩尔多瓦","MD","1289","2020-04-10" +"黑山","ME","255","2020-04-10" +"马达加斯加","MG","93","2020-04-10" +"北马其顿","MK","663","2020-04-10" +"马里","ML","74","2020-04-10" +"缅甸","MM","27","2020-04-10" +"马提尼克","MQ","154","2020-04-10" +"蒙特塞拉特","MS","9","2020-04-10" +"马耳他","MT","337","2020-04-10" +"毛里求斯","MU","314","2020-04-10" +"马尔代夫","MV","19","2020-04-10" +"马拉维","MW","8","2020-04-10" +"墨西哥","MX","3441","2020-04-10" +"马来西亚","MY","4228","2020-04-10" +"莫桑比克","MZ","17","2020-04-10" +"新喀里多尼亚","NC","18","2020-04-10" +"尼日尔","NE","410","2020-04-10" +"尼日利亚","NG","288","2020-04-10" +"尼加拉瓜","NI","7","2020-04-10" +"荷兰","NL","21903","2020-04-10" +"挪威","NO","6219","2020-04-10" +"尼泊尔","NP","9","2020-04-10" +"新西兰","NZ","1283","2020-04-10" +"阿曼","OM","484","2020-04-10" +"巴拿马","PA","2752","2020-04-10" 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+"萨尔瓦多","SV","117","2020-04-10" +"叙利亚","SY","19","2020-04-10" +"斯威士兰","SZ","12","2020-04-10" +"特克斯和凯科斯群岛","TC","8","2020-04-10" +"乍得","TD","11","2020-04-10" +"多哥","TG","73","2020-04-10" +"泰国","TH","2473","2020-04-10" +"东帝汶","TL","2","2020-04-10" +"突尼斯","TN","643","2020-04-10" +"土耳其","TR","42282","2020-04-10" +"特立尼达和多巴哥","TT","109","2020-04-10" +"坦桑尼亚","TZ","25","2020-04-10" +"乌克兰","UA","2203","2020-04-10" +"乌干达","UG","53","2020-04-10" +"美国","US","468895","2020-04-10" +"乌拉圭","UY","473","2020-04-10" +"乌兹别克斯坦","UZ","624","2020-04-10" +"梵蒂冈","VA","8","2020-04-10" +"圣文森特和格林纳丁斯","VC","12","2020-04-10" +"委内瑞拉","VE","171","2020-04-10" +"英属维尔京群岛","VG","3","2020-04-10" +"美属维尔京群岛","VI","45","2020-04-10" +"越南","VN","255","2020-04-10" +"也门","YE","1","2020-04-10" +"马约特","YT","186","2020-04-10" +"南非","ZA","1934","2020-04-10" +"赞比亚","ZM","39","2020-04-10" +"津巴布韦","ZW","11","2020-04-10" diff --git a/python-data-analysis/matplotlib/.gitignore b/python-data-analysis/matplotlib/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-data-analysis/matplotlib/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-data-analysis/matplotlib/BarDemo1.py b/python-data-analysis/matplotlib/BarDemo1.py new file mode 100644 index 0000000..00c8dcf --- /dev/null +++ b/python-data-analysis/matplotlib/BarDemo1.py @@ -0,0 +1,17 @@ +import matplotlib.pyplot as plt +import numpy as np + +# 处理中文乱码 +plt.rcParams['font.sans-serif']=['SimHei'] + +x_data = np.array([2011,2012,2013,2014,2015,2016,2017]) +y_data = np.array([58000,60200,63000,71000,84000,90500,107000]) +y_data_1 = np.array([78000,80200,93000,101000,64000,70500,87000]) + +plt.title(label='xxx 公司 xxx 产品销量') + +plt.bar(x_data, y_data, width=0.5, alpha=0.6, facecolor = 'deeppink', edgecolor = 'darkblue', lw=2, label='产品销量') + +plt.legend() + +plt.savefig("bar_demo_1.png") \ No newline at end of file diff --git a/python-data-analysis/matplotlib/BarDemo2.py b/python-data-analysis/matplotlib/BarDemo2.py new file mode 100644 index 0000000..9a255b7 --- /dev/null +++ b/python-data-analysis/matplotlib/BarDemo2.py @@ -0,0 +1,18 @@ +import matplotlib.pyplot as plt +import numpy as np + +# 处理中文乱码 +plt.rcParams['font.sans-serif']=['SimHei'] + +x_data = np.array([2011,2012,2013,2014,2015,2016,2017]) +y_data = np.array([58000,60200,63000,71000,84000,90500,107000]) +y_data_1 = np.array([78000,80200,93000,101000,64000,70500,87000]) + +plt.title(label='xxx 公司 xxx 产品销量') + +plt.bar(x_data, y_data, width=0.3, alpha=0.6, facecolor = 'pink', edgecolor = 'blue', lw=1, label='产品销量') +plt.bar(x_data + 0.3, y_data_1, width=0.3, alpha=0.6, facecolor = 'blue', edgecolor = 'blue', lw=1, label='用户增长数') + +plt.legend() + +plt.savefig("bar_demo_2.png") \ No newline at end of file diff --git a/python-data-analysis/matplotlib/BarDemo3.py b/python-data-analysis/matplotlib/BarDemo3.py new file mode 100644 index 0000000..29ee040 --- /dev/null +++ b/python-data-analysis/matplotlib/BarDemo3.py @@ -0,0 +1,18 @@ +import matplotlib.pyplot as plt +import numpy as np + +# 处理中文乱码 +plt.rcParams['font.sans-serif']=['SimHei'] + +x_data = np.array([2011,2012,2013,2014,2015,2016,2017]) +y_data = np.array([58000,60200,63000,71000,84000,90500,107000]) +y_data_1 = np.array([78000,80200,93000,101000,64000,70500,87000]) + +plt.title(label='xxx 公司 xxx 产品销量') + +plt.bar(x_data, y_data, width=0.3, alpha=0.6, facecolor = 'pink', edgecolor = 'blue', lw=1, label='产品销量') +plt.bar(x_data, y_data_1, bottom=y_data, width=0.3, alpha=0.6, facecolor = 'blue', edgecolor = 'blue', lw=1, label='用户增长数') + +plt.legend() + +plt.savefig("bar_demo_3.png") \ No newline at end of file diff --git a/python-data-analysis/matplotlib/BarhDemo.py b/python-data-analysis/matplotlib/BarhDemo.py new file mode 100644 index 0000000..0de8422 --- /dev/null +++ b/python-data-analysis/matplotlib/BarhDemo.py @@ -0,0 +1,17 @@ +import matplotlib.pyplot as plt +import numpy as np + +# 处理中文乱码 +plt.rcParams['font.sans-serif']=['SimHei'] + +x_data = np.array([2011,2012,2013,2014,2015,2016,2017]) +y_data = np.array([58000,60200,63000,71000,84000,90500,107000]) + +plt.title(label='xxx 公司 xxx 产品销量') + + +plt.barh(x_data, y_data, alpha=0.6, facecolor = 'deeppink', edgecolor = 'deeppink', label='产品销量') + +plt.legend() + +plt.savefig("barh_demo.png") \ No newline at end of file diff --git a/python-data-analysis/matplotlib/FirstMatplotlibDemo.py b/python-data-analysis/matplotlib/FirstMatplotlibDemo.py new file mode 100644 index 0000000..709b414 --- /dev/null +++ b/python-data-analysis/matplotlib/FirstMatplotlibDemo.py @@ -0,0 +1,40 @@ +import matplotlib.pyplot as plt +import numpy as np + +# fig = plt.figure(figsize=(6, 6)) +# +# ax1 = fig.add_subplot(2,2,1) +# ax2 = fig.add_subplot(2,2,2) +# ax3 = fig.add_subplot(2,2,3) +# ax4 = fig.add_subplot(2,2,4) + + +x = np.arange(4) +y = np.arange(4) + +# 绘制折线图 +plt.subplot2grid((2,2),(0,0)) +plt.plot(x, y) + +# 绘制柱状图 +plt.subplot2grid((2,2),(0,1)) +plt.bar(x, y) + +# plt.show() + +# 绘制折线图 +plt.subplot(221) +plt.plot(x, y) + +# 绘制柱状图 +plt.subplot(222) +plt.bar(x, y) + +# plt.show() + +fig, axes = plt.subplots(2, 2) +# 绘制折线图 +axes[0,0].plot(x,y) +# 绘制柱状图 +axes[0,1].bar(x,y) +plt.show() \ No newline at end of file diff --git a/python-data-analysis/matplotlib/ImshowDemo.py b/python-data-analysis/matplotlib/ImshowDemo.py new file mode 100644 index 0000000..c2c383e --- /dev/null +++ b/python-data-analysis/matplotlib/ImshowDemo.py @@ -0,0 +1,10 @@ +import numpy as np +import matplotlib.pyplot as plt + +x = np.random.rand(10, 10) +plt.imshow(x, cmap=plt.cm.hot) + +# 显示右边颜色条 +plt.colorbar() + +plt.savefig('imshow_demo.png') diff --git a/python-data-analysis/matplotlib/PieDemo.py b/python-data-analysis/matplotlib/PieDemo.py new file mode 100644 index 0000000..9d45b8d --- /dev/null +++ b/python-data-analysis/matplotlib/PieDemo.py @@ -0,0 +1,32 @@ +import matplotlib.pyplot as plt + +# 中文和负号的正常显示 +plt.rcParams['font.sans-serif']=['SimHei'] +plt.rcParams['axes.unicode_minus'] = False + +# 数据 +edu = [0.2515,0.3724,0.3336,0.0368,0.0057] +labels = ['中专','大专','本科','硕士','其他'] + +# 让本科学历离圆心远一点 +explode = [0,0,0.1,0,0] + +# 将横、纵坐标轴标准化处理,保证饼图是一个正圆,否则为椭圆 +plt.axes(aspect='equal') + +# 自定义颜色 +colors=['#9999ff','#ff9999','#7777aa','#2442aa','#dd5555'] # 自定义颜色 + +# 绘制饼图 +plt.pie(x=edu, # 绘图数据 + explode = explode, # 突出显示大专人群 + labels = labels, # 添加教育水平标签 + colors = colors, # 设置饼图的自定义填充色 + autopct = '%.1f%%', # 设置百分比的格式,这里保留一位小数 + ) + +# 添加图标题 +plt.title('xxx 公司员工教育水平分布') + +# 保存图形 +plt.savefig('pie_demo.png') \ No newline at end of file diff --git a/python-data-analysis/matplotlib/PieDemo1.py b/python-data-analysis/matplotlib/PieDemo1.py new file mode 100644 index 0000000..997301e --- /dev/null +++ b/python-data-analysis/matplotlib/PieDemo1.py @@ -0,0 +1,33 @@ +import matplotlib.pyplot as plt + +# 中文和负号的正常显示 +plt.rcParams['font.sans-serif']=['SimHei'] +plt.rcParams['axes.unicode_minus'] = False + +# 数据 +edu = [0.2515,0.3724,0.3336,0.0368,0.0057] +labels = ['中专','大专','本科','硕士','其他'] + +# 让本科学历离圆心远一点 +explode = [0,0,0.1,0,0] + +# 将横、纵坐标轴标准化处理,保证饼图是一个正圆,否则为椭圆 +plt.axes(aspect='equal') + +# 自定义颜色 +colors=['#9999ff','#ff9999','#7777aa','#2442aa','#dd5555'] # 自定义颜色 + +# 绘制饼图 +plt.pie(x=edu, # 绘图数据 + explode = explode, # 突出显示大专人群 + labels = labels, # 添加教育水平标签 + colors = colors, # 设置饼图的自定义填充色 + autopct = '%.1f%%', # 设置百分比的格式,这里保留一位小数 + wedgeprops = {'width': 0.3, 'edgecolor':'green'} + ) + +# 添加图标题 +plt.title('xxx 公司员工教育水平分布') + +# 保存图形 +plt.savefig('pie_demo1.png') \ No newline at end of file diff --git a/python-data-analysis/matplotlib/PlotDemo.py b/python-data-analysis/matplotlib/PlotDemo.py new file mode 100644 index 0000000..88924a8 --- /dev/null +++ b/python-data-analysis/matplotlib/PlotDemo.py @@ -0,0 +1,19 @@ +import matplotlib.pyplot as plt + +# 处理中文乱码 +plt.rcParams['font.sans-serif']=['SimHei'] + +x_data = [2011,2012,2013,2014,2015,2016,2017] +y_data = [58000,60200,63000,71000,84000,90500,107000] +y_data_1 = [78000,80200,93000,101000,64000,70500,87000] + +plt.title(label='xxx 公司 xxx 产品销量') +# 设置标题 +plt.plot(x_data, y_data, linestyle = '-.', label = '产品销量') +plt.plot(x_data, y_data_1, label = '用户增长数') +# 开启网格线 +plt.grid(True) +# 设置图例 +plt.legend() +# 文件保存 +plt.savefig("plot_demo.png") \ No newline at end of file diff --git a/python-data-analysis/matplotlib/PolarDemo.py b/python-data-analysis/matplotlib/PolarDemo.py new file mode 100644 index 0000000..14a5590 --- /dev/null +++ b/python-data-analysis/matplotlib/PolarDemo.py @@ -0,0 +1,40 @@ +import numpy as np +import matplotlib.pyplot as plt + +# 中文和负号的正常显示 +plt.rcParams['font.sans-serif']=['SimHei'] +plt.rcParams['axes.unicode_minus'] = False + +# 使用ggplot的绘图风格 +plt.style.use('ggplot') + +# 构造数据 +values = [3.2, 2.1, 3.5, 2.8, 3] +feature = ['攻击力', '防御力', '恢复力', '法术强度', '生命值'] + +N = len(values) +# 设置雷达图的角度,用于平分切开一个圆面 +angles = np.linspace(0, 2 * np.pi, N, endpoint=False) + +# 为了使雷达图一圈封闭起来,需要下面的步骤 +values = np.concatenate((values, [values[0]])) +angles = np.concatenate((angles, [angles[0]])) + +# 绘图 +fig = plt.figure() +# 这里一定要设置为极坐标格式 +ax = fig.add_subplot(111, polar=True) +# 绘制折线图 +ax.plot(angles, values, 'o-', linewidth=2) +# 填充颜色 +ax.fill(angles, values, alpha=0.25) +# 添加每个特征的标签 +ax.set_thetagrids(angles * 180 / np.pi, feature) +# 设置雷达图的范围 +ax.set_ylim(0, 5) +# 添加标题 +plt.title('游戏人物属性') +# 添加网格线 +ax.grid(True) +# 显示图形 +plt.savefig('polar_demo.png') \ No newline at end of file diff --git a/python-data-analysis/matplotlib/ScatterDemo.py b/python-data-analysis/matplotlib/ScatterDemo.py new file mode 100644 index 0000000..2a43f86 --- /dev/null +++ b/python-data-analysis/matplotlib/ScatterDemo.py @@ -0,0 +1,14 @@ +import matplotlib.pyplot as plt +import numpy as np + +# 处理中文乱码 +plt.rcParams['font.sans-serif']=['SimHei'] + +x_data = np.array([2011,2012,2013,2014,2015,2016,2017]) +y_data = np.array([58000,60200,63000,71000,84000,90500,107000]) + +plt.scatter(x_data, y_data, s = 100, c = 'green', marker='o', edgecolor='black', alpha=0.5, label = '产品销量') + +plt.legend() + +plt.savefig("scatter_demo.png") \ No newline at end of file diff --git a/python-data-analysis/matplotlib/ScatterDemo1.py b/python-data-analysis/matplotlib/ScatterDemo1.py new file mode 100644 index 0000000..8fb4d95 --- /dev/null +++ b/python-data-analysis/matplotlib/ScatterDemo1.py @@ -0,0 +1,19 @@ +import matplotlib.pyplot as plt +import numpy as np + +# 处理中文乱码 +plt.rcParams['font.sans-serif']=['SimHei'] + +x_data = np.array([2011,2012,2013,2014,2015,2016,2017]) +y_data = np.array([58000,60200,63000,71000,84000,90500,107000]) + +# 根据 y 值的不同生成不同的颜色 +colors = y_data * 10 +# 根据 y 值的不同生成不同的大小 +area = y_data / 300 + +plt.scatter(x_data, y_data, s = area, c = colors, marker='o', edgecolor='black', alpha=0.5, label = '产品销量') + +plt.legend() + +plt.savefig("scatter_demo1.png") \ No newline at end of file diff --git a/python-data-analysis/matplotlib/StackplotDemo.py b/python-data-analysis/matplotlib/StackplotDemo.py new file mode 100644 index 0000000..bb83253 --- /dev/null +++ b/python-data-analysis/matplotlib/StackplotDemo.py @@ -0,0 +1,16 @@ +import matplotlib.pyplot as plt + +# 处理中文乱码 +plt.rcParams['font.sans-serif']=['SimHei'] + +x_data = [2011,2012,2013,2014,2015,2016,2017] +y_data = [58000,60200,63000,71000,84000,90500,107000] +y_data_1 = [78000,80200,93000,101000,64000,70500,87000] + +plt.title(label='xxx 公司 xxx 产品销量') + +plt.stackplot(x_data, y_data, y_data_1, labels=['产品销量', '用户增长数']) + +plt.legend() + +plt.savefig("stackplot_demo.png") \ No newline at end of file diff --git a/python-data-analysis/matplotlib/XYDemo.py b/python-data-analysis/matplotlib/XYDemo.py new file mode 100644 index 0000000..9cef202 --- /dev/null +++ b/python-data-analysis/matplotlib/XYDemo.py @@ -0,0 +1,28 @@ +import matplotlib.pyplot as plt + +plt.rcParams['font.sans-serif']=['SimHei'] + +x_data = [2011,2012,2013,2014,2015,2016,2017] +y_data = [58000,60200,63000,71000,84000,90500,107000] + +# plt.xlabel('年份', labelpad=50, fontsize='xx-large', fontweight='bold', rotation='vertical', backgroundcolor='red') +# plt.ylabel('销量', labelpad=50) + +# plt.xticks(x_data) +# plt.yticks(y_data) + +# plt.xlim(2011, 2020) +# plt.ylim(50000, 90000) + +plt.title(label='xxx 公司 xxx 产品销量') + +plt.plot(x_data, y_data, label = '折线图') +plt.bar(x_data, y_data, label = '柱状图') + +plt.legend() + +# plt.axis("off") + +# plt.grid(b=True, axis='x') + +plt.show() \ No newline at end of file diff --git a/python-data-analysis/matplotlib/bar_demo_1.png 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@@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-data-analysis/mojito/baidu-sentiment.py b/python-data-analysis/mojito/baidu-sentiment.py new file mode 100644 index 0000000..6c8462a --- /dev/null +++ b/python-data-analysis/mojito/baidu-sentiment.py @@ -0,0 +1,65 @@ +import requests +import time +from pyecharts.charts import Pie +from pyecharts import options as opts +import emoji + +grant_type = 'client_credentials' +client_id = 'gL3UmvT6oYprTfVoTlG3HPLY' +client_secret = 'ARyR1GNG3p40r8W4WN8eUvYygeRhMWsG' + +# 获取 Baidu API access_token +access_token_url = f'https://aip.baidubce.com/oauth/2.0/token?grant_type={grant_type}&client_id={client_id}&client_secret={client_secret}&' + +res = requests.post(access_token_url) + +access_token = res.json()['access_token'] + +# 通用情感接口 +# sentiment_url = f'https://aip.baidubce.com/rpc/2.0/nlp/v1/sentiment_classify?charset=UTF-8&access_token={access_token}' +# 定制化情感接口 +sentiment_url = f'https://aip.baidubce.com/rpc/2.0/nlp/v1/sentiment_classify_custom?charset=UTF-8&access_token={access_token}' + +with open("dan_mu.txt", encoding="utf-8") as f: + txt = f.read() +danmu_list = txt.split("\n") + +# 情感计数器 +optimistic = 0 +neutral = 0 +pessimistic = 0 + +for danmu in danmu_list: + # 因调用 QPS 限制,每次调用间隔 0.5s + time.sleep(0.5) + req_data = { + 'text': emoji.demojize(danmu) + } + # 调用情感倾向分析接口 + if len(danmu) > 0: + r = requests.post(sentiment_url, json = req_data) + print(r.json()) + for item in r.json()['items']: + if item['sentiment'] == 2: + # 正向情感 + optimistic += 1 + if item['sentiment'] == 1: + # 中性情感 + neutral += 1 + if item['sentiment'] == 0: + # 负向情感 + pessimistic += 1 + +print('正向情感:', optimistic) +print('中性情感:', neutral) +print('负向情感:', pessimistic) + +attr = ['正向情感','中性情感','负向情感'] +value = [optimistic, neutral, pessimistic] + +c = ( + Pie() + .add("", [list(attr) for attr in zip(attr, value)]) + .set_global_opts(title_opts=opts.TitleOpts(title="「MOJITO」弹幕情感分析")) + .render("pie_base.html") +) \ No newline at end of file diff --git a/python-data-analysis/mojito/baidu_stopwords.txt b/python-data-analysis/mojito/baidu_stopwords.txt new file mode 100644 index 0000000..7bf86ad --- /dev/null +++ b/python-data-analysis/mojito/baidu_stopwords.txt @@ -0,0 +1,1396 @@ +-- +? +“ +” +》 +-- +able +about +above +according +accordingly +across +actually +after +afterwards +again +against +ain't +all +allow +allows +almost +alone +along +already +also +although +always +am +among +amongst +an +and +another +any +anybody +anyhow +anyone +anything +anyway +anyways +anywhere +apart +appear 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+集中 +需要 +非但 +非常 +非徒 +靠 +顺 +顺着 +首先 +高兴 +是不是 +说说 + diff --git a/python-data-analysis/mojito/barrage-spder.py b/python-data-analysis/mojito/barrage-spder.py new file mode 100644 index 0000000..f8c3e65 --- /dev/null +++ b/python-data-analysis/mojito/barrage-spder.py @@ -0,0 +1,18 @@ +import requests +import re + +# 获取 cid +res = requests.get("https://api.bilibili.com/x/player/pagelist?bvid=BV1PK4y1b7dt&jsonp=jsonp") +cid = res.json()['data'][0]['cid'] + +# 将弹幕 xml 通过正则取出,生成 list +danmu_url = f"https://api.bilibili.com/x/v1/dm/list.so?oid={cid}" +result = requests.get(danmu_url).content.decode('utf-8') +pattern = re.compile('(.*?)') +danmu_list = pattern.findall(result) + +# 将弹幕 list 保存至 txt 文件 +with open("dan_mu.txt", mode="w", encoding="utf-8") as f: + for item in danmu_list: + f.write(item) + f.write("\n") \ No newline at end of file diff --git a/python-data-analysis/mojito/cn_stopwords.txt b/python-data-analysis/mojito/cn_stopwords.txt new file mode 100644 index 0000000..4210f28 --- 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b/python-data-analysis/mojito/damu-wordcloud.py new file mode 100644 index 0000000..4bbfe5e --- /dev/null +++ b/python-data-analysis/mojito/damu-wordcloud.py @@ -0,0 +1,36 @@ +import jieba +import pandas as pd +import wordcloud + +# 读取弹幕 txt 文件 +with open("dan_mu.txt", encoding="utf-8") as f: + txt = f.read() +danmu_list = txt.split("\n") + +# jieba 分词 +danmu_cut = [jieba.lcut(item) for item in danmu_list] + +# 获取停用词 +with open("baidu_stopwords.txt",encoding="utf-8") as f: + stop = f.read() +stop_words = stop.split() + +# 去掉停用词后的最终词 +s_data_cut = pd.Series(danmu_cut) +all_words_after = s_data_cut.apply(lambda x:[i for i in x if i not in stop]) + +# 词频统计 +all_words = [] +for i in all_words_after: + all_words.extend(i) +word_count = pd.Series(all_words).value_counts() + +wordcloud.WordCloud( + font_path='msyh.ttc', + background_color="#fff", + max_words=1000, + max_font_size=200, + random_state=42, + width=900, + height=1600 +).fit_words(word_count).to_file("wordcloud.png") \ No newline at end of file diff --git a/python-data-analysis/mojito/dan_mu.txt b/python-data-analysis/mojito/dan_mu.txt new file mode 100644 index 0000000..ecb7ed5 --- /dev/null +++ b/python-data-analysis/mojito/dan_mu.txt @@ -0,0 +1,1000 @@ +试色 +粉色 +华语乐坛就没一个能打的吗??这么多年,还是第一 +试色 +来了 +粉了粉了 +再来亿遍 +再来青岛开演唱会吧5555 +粉 +最后一遍 +莫吉托 +上头 +粉 +高能高能 +试色 +猛男专用颜色 +ilil +rap好短 +合影留念 +喧嚣的海报 躺在慵懒的阁楼阳台 +哈哈哈 +2020 +一人之力拉动一国旅游业!没谁了~ +爱了爱了 +啊啊啊啊 +哇 +哇 +亮起 +啊啊啊啊啊啊啊啊啊 +哇wa +wa 唉 +爱 +Mojito +高能预警 +mojito +第n遍 +230 +好听 +我要不行了啊啊啊啊啊啊 +1187万合影 +1188万 +杰伦杰伦我来了 +真帅呀 +太好听了 +前方高能 +爱了爱了 +也太帅了吧 +真好听呀 +周游记看起来呀姐妹们 +啊啊啊啊啊啊啊啊啊 +太好听了 +粉了 +粉色 +开头见 +来了来了 +欢迎回来 +可太爱了 +太爱杰伦了 +怎么能这么好听 +猛男粉 +粉色真的好看呢 +真帅呀 +粉色太好看了 +了 +啊啊啊啊啊啊啊啊啊啊啊啊啊啊 +杰伦 杰伦 杰伦 +啊啊啊啊啊啊啊啊啊啊 +啊啊啊啊啊啊啊太帅了 +ZN +????? +泪目 爷青回 +自动变粉 +我要一杯粉丝mojito +太好听了 +上头了 +手机振得好有感觉 +我真的不是来捣乱的 +1188.3W +猛男来啦! +自动粉色? +变色 +手机震动的感觉太棒了吧 +来了来了 +分了 +海澜之家? +奥力给 +爱了 +爱了 +粉 +AL +哇,粉了粉了 +! +好听 +Mojito +RAP 0.75倍数贼舒服 +来了 +这爱不落幕 +粉了吗 +爱了 +???? +奥力安费! +我来了 +爱了爱了 +芜湖~ +芜湖~ +粉粉粉 +欧西给 +前方高能预警 +爷青回 +爱了爱了 +这车是不是,,当年嫂子看上的。好有爱啊 +哦耶 +再来亿遍 +∮ +我粉了么 +1188.7 +哈哈 +来啦啦啦啦啦 +海澜之家男人的衣柜 +粉 粉 粉 +粉 +啊啊啊啊啊啊啊啊啊 +老人与海笑死我了 +我怎么变粉啦!!!!! +来了来了 +你们怎么有那么多种粉红色? +自动变色 +官方发布吗 +从此MV没有女猪脚 +小公举 +爱了 +啊啊啊啊啊啊 +ohhhhhh +666 +666 +甜甜甜 +www +哇哇哇 +我也变粉啦 +粉了粉了 +摸鸡头 +听了好多遍都没空发弹幕!弹幕我来了 +来了来了 +这个MV太爱了! +我爱花衬衫 +可以跟着跳舞的歌! +白嫖? +变色啦? +上头了 +胖胖 +Mojito正在补货 +每天亿遍 +瘦了瘦了 +全剧三套衣服 +真的每天睡前十几遍 +周杰伦NB +再来一遍 +我也粉了 +来了 +为什么我的手机在震啊 +我手机一直在震动 +好听好听 +来了 +粉了粉了 +涨粉了! +ohhhhhhhhhh +这两句把我带走了啊,周杰伦牛壁 +洗脑循环 +爷!青!回! +粉了 +爱了爱了 +啊啊啊 +粉海! +呃呃呃 +我粉了 +粉色海洋 +杰伦这跳的就超可爱哈哈 +再来亿遍 +0.5倍好啊 +爱了 +好听 +nb +粉粉粉 +牛逼 +i了i了 +太上头了 +自动变粉 +再来 +经典经典~ +自带震动颤音,手机都在抖 +上勾拳! +爷青回 +。。。。 +111 +自动变粉!!! +第一遍一般般 越听越上头 +太甜了 +爷的青春又回来了 +承包杰伦 +周杰伦是我的啊啊啊啊啊啊 +啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊 +啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊 +这假音太好听了。 +注入灵魂 +爷青回 +我也粉了吗 +前方核能 +啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊 +啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊 +啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊 +666 +芜湖 ++ +嘟嘟嘟嘟嘟 +丢嘟嘟嘟嘟嘟 +爱你 +哇啊啊啊 +粉红色? +曾小贤? +手机为啥会震呢 +每天一遍 +好听吗? +爱了 +我爱杰伦的说唱 +开头见 +赞 +猛男色 +粉了 +这个颜色 +来咯 +好听 +爱了爱了 +自动变色 +粉 +试色 +杰伦,不老男神 +阿巴阿巴 +爱了爱了 +6666 +好听 +666 +666 +粉粉粉 +紫了 +自动变色 +幻音回来 +马冬梅? +爷重返14岁 +hhh +上头 +粉色 +22年 +我粉了 +不友善的弹幕。。。 +爷春回 +猛男粉 +3刷 +3070人 +... +啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊 +合影 +开头见 +试色 +好粉好粉。。。。 +我是粉色 +爷青回 +还是很好听,尽管久石让也好听 +爱了 +1191 +粉色怎么来 +好听好听 +单曲循环,会了!! +看这个场景想到了韩剧《男朋友》 +我粉了 +哇哇 +粉车也是昆凌喜欢的 +来了来了 +好听好听好听 +??? +手机会震动!! +3 +好好听 +变成粉色 +啊啊啊啊啊 +来了 +前方注意老头,扭曲空间 +!! +!! +正在前往 哈瓦那 +欢迎来到 哈瓦那 +嗨,我又来了 +青春我去 +爱了爱了 +来了来了 +原来如此,彩虹岛 +pink +#FFC0CB知道吗 +我手机咋会震? +#FFC0CB真的吗 +爷青回。 +绝了绝了 +来啦 +i了i了 +在震 +爱了爱了 +。 +我也行粉粉 +粉色 +猛男配色 +粉了 +MOJITO!! +粉了 +周董NB +唉 +1200 +粉色 +噔 +666 +哟哟哟哟 +来了来了 +gay +上头 +这歌耐听的很额 +啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊 +变色 +粉了 +可以 +粉色! +够粉嘛 +粉 +啊啊啊啊啊啊,我爱rap部分! +啊啊啊啊啊 +来了 +好听 +自动变色 +爱了爱了 +官方的版权就是不一样 +手机是真的在震 +来啦来啦 +杰伦nb! +。 +哈哈哈哈 +。。。 +嗯? +嗯 +粉粉粉粉粉 +? +再来亿遍 +曾小贤。。。 +爷青回 +这是Havana? +欢迎来到哈瓦那 +牛 +啊啊啊啊啊 +赛高 +粉粉的粉粉的,好喜欢这种感觉 +杰伦叔叔,赛高 +这颜色不错 +啊啊啊啊啊啊啊 +杰伦 +粉了 +开头见 +? +666 +粉色 +前方高能 +好听!好听!好听! +海岛大亨? +好听!好听!好听!. +啊啊啊啊啊啊啊啊 +为什么我手机在震 +#FFCOGB洁 +?? +第亿遍 +为什么我手机在震动 +嘿 +为什么我手机在震动 +1200w加油!!!!!! +1200w合影 +, +3000w合影 +哇哇哇 +yeah +Mojito +高能预警 +高能预警 +高能预警 +承认周嫂的地位!请多撒点狗粮吧,还有第二个孩子呢 +高能预警 +高能预警 +高能预警 +高能预警 +高能预警 +来了 +高能预警 +1193 +粉色 +冲 +啊啊啊啊啊啊啊啊啊啊啊啊啊啊 +逐渐上头 +为什么我手机在震? +黄色走过 +爷青回 +杰伦最帅 +弹幕 +粉红色 +爱了爱了 +爱了爱了 +!! +啊啊啊啊啊啊! +粉粉的 +我粉了 +开头见 +大爱周董!!!!! +我为何自动变粉了 +粉嘛 +给阿姨倒一杯卡Mojito! +再来亿遍 +爱了爱了 +1193 +再来亿遍 +海澜之家 +我永远也不会让我的灵魂,站在这油污的地板上! +粉色~爱了,猛男色 +每天亿遍 +OHHH,粉色~ +爱了 +猛男专用色系 +第一次弹幕给了 +我什么颜色的 +噢噢噢 +芜湖 +❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️ +冲鸭~全体起立 +粉粉粉 +变 +这才是猛男们的色系 +再来亿遍 +啊啊啊啊啊 +周同学 +1197 +粉色, +粉了 +再来亿遍 +粉配绿 +????? +啦啦啦啦啦啦啦啦啦啦 +不用了不用了 +Ohhhhhhhhhhhh +杰伦 +芜湖 +❤❤❤ +好听 +粉 +Ohhhhhhhhh +粉不粉 +❤❤❤❤❤❤❤ +哇 粉粉嫩嫩哒 +哇哦哇哦 +爱了爱了 +看看我的能不能变粉 +猛男粉本粉 +猛男微笑 +麻烦给我爱的人来一杯mojito~~ +来了来了 +嘿 +猛男必听 +粉起来 +这粉色真是漂亮 +粉 +手机抖了? +好酸(固执粉) +好甜 +??? +再來N遍 +啊啊啊 +不用麻烦了不用麻烦了 狗头保命 +猛男来了 +速度与激情是这里拍的吗? +爱了 +好听 +这也太nb了 +音乐皇帝! +mojito +杰哥,我来了 +混入其中 +这就是杰伦吗爱了爱了 +破坏队形 +周董也老了 +还不错啊 +粉了 +自动变色 +yhh是g +好听 +上头了 +前方高能 +还是我伦呀! +太好听了! +这段rap绝了! +好听 +啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊 +真刺激 +粉 +粉 +粉了粉了 +再来亿遍 +巴啦啦能量,弹幕变粉 +杰伦瘦了 +jayjayjayjay +。。。 +Wawawa +粉了 +湖南 +认识你认识 +粉色 +怎么变色 +好听~ +酷 +漂亮 +啊啊啊啊啊啊啊啊a +好欢乐 +为毛你们那么多粉色 +嘶 +!! +花衬衫 +一群快乐的人儿 +爷青回 +爷青回 +嘶 +哦吼 +粉了 +我甚至想入同款格裙 +这才是猛男的颜色 +单身时候的牛仔,和结婚后的牛仔 +出同款裙子 我买爆! +好听!!! +E +紫色来了 +。。。 +猛男颜色 +猛男色 +来了来了 +哈哈哈,永远的公主粉 +我是粉色 +爱了 +为什么我手机会振动 +好听 +好听好听好听好听 +我变了 +卧槽 为什么我的手机在跟着音乐震动 +爱了爱了 +爱了爱了 +1200w合影 +粉啦 +好听好甜好上头 +啊啊啊啊啊啊啊啊 +爱啦爱啦 +mojito +第三遍了害 +哈哈哈哈哈哈哈哈哈哈哈哈哈哈哈哈哈哈哈哈哈哈哈哈哈哈哈哈哈哈 +早中晚各一次 +拉了 +来了 +粉丝 +后面的妹妹我可以!! +哇 +1196 +再来一遍 +1196 +冲 +出不去了出不去了 +猛男色 +高能 高能 高能 +第一个弹幕! +我也想变粉 +古巴见 +周董结婚以后,MV里再也没有女主了 +好想看到昆凌掺着老去后的杰伦,杰伦给她唱着情歌这样的情景 +我粉了吗 +爱了爱了 +我爱了我爱了 +ilibilib +shuai帅“”!!! +真的假的 +。????? +猛男 +猛男色 +啊啊啊啊啊啊 +绝了 +杰伦!!! +上头 +来了来了 +爱了 +变色惹 +高能!!!来啦!!!!! +自动变色 +哇啊啊啊啊啊啊杰伦又跳舞了 +甜过了头!! +前方高能 +啊啊啊啊啊啊啊啊啊啊啊啊啊啊 +自动变色 +每日一遍 +粉了 +爱了 +粉了 +我以为我不会被洗脑 +1196万合影 +粉 +上头了 +哇偶!! +上头 +杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦杰伦 +这个小号solo爱了爱了 +大威天龙 +呜呜为什么喝奶茶还那么瘦 +我是什么颜色 +爱了爱了 +呸 +哇塞 +1200w +2915 +品红色 +ohhhhhhhhhhhhhhhhhhhhhhhhh +品红色 +芜湖 +啊啊啊啊啊啊啊啊啊啊啊 +品红 +woc +起飞~ +我又来了 +上瘾了!!! +变变变~ +粉了 +2000w +每天亿遍 +好听啊 +粉色? +粉色 +粉了 +1.25倍好洗脑 +爱情的颜色 +有木有太阳镜链接 +1197.1万 +再听99遍凑个200整 +1.25你值得拥有 +0:15 +1197 +手机在震动,什么黑科技 +欢迎回来 +o +再来亿遍 +粉粉粉粉粉粉粉粉粉粉粉粉粉 +沃吼! +! +大声告诉我,是什么让我们相遇 +来了来了 +~~~~~~~~~~ +传 统 艺 能 +2000W冲鸭! +3000W冲鸭! +粉 +!!! +吼吼吼吼吼 +不是奶茶吗? +哇 +奶茶改咖啡? +000 +#FFCCFF 粉色 +真的好好听 +好听哭了 +一千二百万 +表白 +粉了 +爱了爱了 +我粉了 +真的爷青回 +爱了爱了 +。。。。。。。 +好多街景都和守望的哈瓦那一模一样 +粉了 +猛男配色 +这首歌让我想谈恋爱了 +致敬 +把公屏打到粉色上 +爱 了 +不 落 幕 +niu +他刚才看我了!!! +弹幕弹幕呢!排面!!!2000w给我冲!!!!!!!!!!!!!!1 +好听 +6 +爷青回!!!!! +请收下我的膝盖 +太喜欢了 +你们不觉得左边的像小潮院长吗 +粉了 +有 +爱了 +爱了 +33333333 +? +sao +变粉 +我可以粉吗 +ohhhhhhhhhhhhhhhhhhh +为什么会有震动 +爷青回 +周董nb +变粉 +好啊 +变色 +冲冲冲 +粉 +讲真我快认不出你了奶茶伦 +甜甜甜 +海海海 +我认输我投币 +啊啊 +粉 +biede别的不说,这个音乐风格我就很喜欢 +Jay Zhou! +woo +手机为什么会震 +粉 +粉 +每日一遍 +每日一遍 +。。。 +我粉了吗 +一日一顶 +而你是文学家笔下的那一片海 +而你是文学家笔下的那一片海 +老公,老公,看看我 +而你是文学家笔下的那一片海 +爱了爱了 +而你是文学家笔下的那一片海 +而你是文学家笔下的那一片海 +手机震了 +直接爱 +... +试色 +猛男色 +爱了爱了爱了爱了爱了爱了爱了爱了爱了 +啊啊啊啊啊啊 +我变粉了? +1200 +粉了粉了 +1200提前合拍 +出不去了 +每日亿遍 +来了来了 +再来亿亿遍 +我又回来了 +猛男色 +前方高能 +听的第20遍了,继续!B站牛啊!相当于白嫖了!哈哈! +白嫖 +粉粉粉 +喜欢的不是歌,而是熟悉的声音 +? +爱了爱了 +粉色 +好听 +为啥戴个耳机手机还会震动 +?? +爱了爱了 +!! +O(∩_∩)O哈哈~ +❤❤❤❤❤❤❤❤ +青春又回来了 +Havna +猛男色 +Havana +❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤ +粉了 +哈哈哈 +芜湖 +爱了爱了❤️ +啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊 +留念 +太有feel啦!!! +我爱杰伦!!!!!! +粉 +说喜欢南美风的,学学地理好吗 +我又来了 +来了 +开头见 +我来了 +每天亿遍,烦恼再见 +来了老哥 +锰男配色 +粉粉粉 +爱了爱了 +粉 +爱了爱了 +哇 +粉 +粉。? +粉色 +刷卡机 +为什么我的手机会震动? +循环一个星期了还是听不腻 +月光传说? +我伦最酷 +啦啦啦啦啦 +1200W助力 +小公举小公举小公举小公举小公举小公举小公举小公举小公举小公举 +小公举小公举小公举小公举 +粉粉粉粉粉粉 +。。。 +我粉了我粉了 +一日三刷 +期待周游记第二季 +爱了 +1200W了 +1200万合影 +好听 +看不见我啊 +1200合拍 +1500冲!!!!! +爱你杰伦(破音) +粉粉的,我来了 +1200万 +啊,太好听了 +Mojito +1200w了 +我爱粉色。 +mojito +1200.1!!! +来了 +好可!! +粉粉粉!!!!! +1200!! +mojito +啊 +ilil +芜湖 +好听 +太上头了吧 +1 +ohhhhh +666 +mojito +好听 +上头 +ppp +1200w杰伦冲冲冲 +I了I了 周董还是周董哈哈哈哈哈 +哈瓦那 +G T A +我手机动了,不看了 +美女呢? +爱了 +公主粉 +复古风的 +公主跑车 +粉粉 +爱了爱了 +iiii +不看歌词不知唱什么系列 +猛男配色 +颜色怎么变 +粉了 +恐惧拉斯维加斯啊 +我来了 +zhenh +舒服 +大概听了一万遍 +粉 +猛男颜色 +这个也好看 +啊啊啊啊 +啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊 +啊啊啊 +1200w啦!!!!! +前方高能 +合影1200w +我好甜啊 +粉 +粉 +粉 +糖分摄入过多 +粉了,,,,,粉了粉了粉了 +粉了 +啊啊啊啊啊啊 +周杰伦 +有那么好听吗? +芜湖~ +永远滴神 +123 +周杰伦 +爱了爱了 +手机好震,贼尼玛好玩 +1200W 合影啊 +正在前往 哈瓦那 +1200玩 +aoli +奥利给 +杰伦色 +爱了 +~~~~ +啊啊 +芜湖 +粉粉粉粉粉粉粉粉粉粉粉粉粉粉粉粉粉粉粉粉粉粉粉粉 +芜湖 +爱 +这句最爱!!!!!!!! +awsl!!!!!!!!!!!!!!!!!! +李荣浩和周杰伦?为什么都出情歌? +啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊李彤 +来了 +rap用0.75倍速听也很不错!!! +我甜了 +啊哈 +粉色小公主啊 +变个色 +锰男色 +猛男! +粉红大军来啦! +再来一遍吗 +我粉了我粉了 +啊啊啊啊啊啊啊 +#FFC0CB粉 +手机震动的右上角点掉播放震动就好了 +1200万合影 +猛男专用配色 +太爱啦 +开始担心鬼畜区的未来了…… +爷青回 +永远的男神 +11 +上头ing +1200万合影 +为啥手机会震动?????? +粉粉粉 +1207 +我粉了 +好好听 +拓海拓海 +啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊好听啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊 +1202 +1200 +粉粉粉 +爱辽爱辽 +啊啊啊啊啊啊啊啊啊啊啊啊啊啊 +发现静音也会震动 +粉了 +这爱不落幕 +芜湖~~~· +!!!!!! +爱爱爱爱 +试色 +啊啊啊啊啊啊啊啊啊啊啊啊 +喧嚣的海报躺在 慵懒的阁楼阳台 +喧嚣的海报躺在 慵懒的阁楼阳台 +喧嚣的海报躺在 慵懒的阁楼阳台 +喧嚣的海报躺在 慵懒的阁楼阳台 +喧嚣的海报躺在 慵懒的阁楼阳台 +喧嚣的海报躺在 慵懒的阁楼阳台 +粉了粉了粉了 +喧嚣的海报躺在 慵懒的阁楼阳台 +喧嚣的海报躺在 慵懒的阁楼阳台 +粉色 +喧嚣的海报躺在 慵懒的阁楼阳台 +喧嚣的海报躺在 慵懒的阁楼阳台 +粉了粉了粉了粉了粉了 +喧嚣的海报躺在 慵懒的阁楼阳台 +确实上头 +自动变色!!!! +爷青回 +1200w +我想冲击1300W +6 +啊啊啊 +好好听吼! +我也凑个热闹 +啊! +QAQ +粉了粉了 +出不去了 +太好听了吧! +贡献一个弹幕 +我 +合影 +#CC0273我得 +芜湖 +来吧 +哦吼吼 +牛逼 +1200万!!! +柯有伦!! +。。。 +粉色粉色粉色粉色 +猛男色 Mojito +den +自动变粉 +成功变色 +ai了爱了 +只有我的手机在震动吗 +爱了爱了 \ No newline at end of file diff --git a/python-data-analysis/mojito/emoji-demo.py b/python-data-analysis/mojito/emoji-demo.py new file mode 100644 index 0000000..c101ef4 --- /dev/null +++ b/python-data-analysis/mojito/emoji-demo.py @@ -0,0 +1,8 @@ +import emoji + +with open("dan_mu.txt", encoding="utf-8") as f: + txt = f.read() +danmu_list = txt.split("\n") + +for item in danmu_list: + print(emoji.demojize(item)) diff --git a/python-data-analysis/mojito/hit_stopwords.txt b/python-data-analysis/mojito/hit_stopwords.txt new file mode 100644 index 0000000..58ea97f --- /dev/null +++ b/python-data-analysis/mojito/hit_stopwords.txt @@ -0,0 +1,767 @@ +——— +》), +)÷(1- +”, +)、 +=( +: +→ +℃ +& +* +一一 +~~~~ +’ +. +『 +.一 +./ +-- +』 +=″ +【 +[*] +}> +[⑤]] +[①D] +c] +ng昉 +* +// +[ +] +[②e] +[②g] +={ +} +,也 +‘ +A +[①⑥] +[②B] +[①a] +[④a] +[①③] +[③h] +③] +1. +-- +[②b] +’‘ +××× +[①⑧] +0:2 +=[ +[⑤b] +[②c] +[④b] +[②③] +[③a] +[④c] +[①⑤] +[①⑦] +[①g] +∈[ +[①⑨] +[①④] +[①c] +[②f] +[②⑧] +[②①] +[①C] +[③c] +[③g] +[②⑤] +[②②] +一. +[①h] +.数 +[] +[①B] +数/ +[①i] +[③e] +[①①] +[④d] +[④e] +[③b] +[⑤a] +[①A] +[②⑧] +[②⑦] +[①d] +[②j] +〕〔 +][ +:// +′∈ +[②④ +[⑤e] +12% +b] +... +................... +…………………………………………………③ +ZXFITL +[③F] +」 +[①o] +]∧′=[ +∪φ∈ +′| +{- +②c +} +[③①] +R.L. +[①E] +Ψ +-[*]- +↑ +.日 +[②d] +[② +[②⑦] +[②②] +[③e] +[①i] +[①B] +[①h] +[①d] +[①g] +[①②] +[②a] +f] +[⑩] +a] +[①e] +[②h] +[②⑥] +[③d] +[②⑩] +e] +〉 +】 +元/吨 +[②⑩] +2.3% +5:0 +[①] +:: +[②] +[③] +[④] +[⑤] +[⑥] +[⑦] +[⑧] +[⑨] +…… +—— +? +、 +。 +“ +” +《 +》 +! +, +: +; +? +. +, +. +' +? +· +——— +── +? +— +< +> +( +) +〔 +〕 +[ +] +( +) +- ++ +~ +× +/ +/ +① +② +③ +④ +⑤ +⑥ +⑦ +⑧ +⑨ +⑩ +Ⅲ +В +" +; +# +@ +γ +μ +φ +φ. +× +Δ +■ +▲ +sub +exp +sup +sub +Lex +# +% +& +' ++ ++ξ +++ +- +-β +< +<± +<Δ +<λ +<φ +<< += += +=☆ +=- +> +>λ +_ +~± +~+ +[⑤f] +[⑤d] +[②i] +≈ +[②G] +[①f] +LI +㈧ +[- +...... +〉 +[③⑩] +第二 +一番 +一直 +一个 +一些 +许多 +种 +有的是 +也就是说 +末##末 +啊 +阿 +哎 +哎呀 +哎哟 +唉 +俺 +俺们 +按 +按照 +吧 +吧哒 +把 +罢了 +被 +本 +本着 +比 +比方 +比如 +鄙人 +彼 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+1,120 @@ + + + + + Awesome-pyecharts + + + + +
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+那末 +那些 +乃至 +难道 +难得 +难怪 +难说 +你们 +凝神 +宁可 +宁肯 +宁愿 +偶而 +偶尔 +碰巧 +譬如 +偏偏 +平素 +迫于 +扑通 +其次 +其后 +其实 +其它 +起初 +起来 +起首 +起头 +起先 +岂但 +岂非 +岂止 +恰逢 +恰好 +恰恰 +恰巧 +恰如 +恰似 +前后 +前者 +切莫 +切切 +切勿 +亲口 +亲身 +亲手 +亲眼 +亲自 +顷刻 +请勿 +取道 +权时 +全都 +全力 +全年 +全然 +然而 +然后 +人家 +人人 +仍旧 +仍然 +日见 +日渐 +日益 +日臻 +如常 +如次 +如果 +如今 +如期 +如若 +如上 +如下 +上来 +上去 +瑟瑟 +沙沙 +啊 +哎 +唉 +俺 +按 +吧 +把 +甭 +别 +嘿 +很 +乎 +会 +或 +既 +及 +啦 +了 +们 +你 +您 +哦 +砰 +啊 +你 +我 +他 +她 +它 diff --git a/python-data-analysis/mojito/wordcloud.png b/python-data-analysis/mojito/wordcloud.png new file mode 100644 index 0000000..7148fac Binary files /dev/null and b/python-data-analysis/mojito/wordcloud.png differ diff --git a/python-data-analysis/pandas-demo/.gitignore b/python-data-analysis/pandas-demo/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-data-analysis/pandas-demo/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-data-analysis/pandas-demo/DataOperation.py b/python-data-analysis/pandas-demo/DataOperation.py new file mode 100644 index 0000000..9187d67 --- /dev/null +++ b/python-data-analysis/pandas-demo/DataOperation.py @@ -0,0 +1,52 @@ +import pandas as pd + +# 数据导入 +data_train = pd.read_csv("train.csv") + +# 数据查看 +print(data_train.info()) + +pd.set_option('display.max_columns', None) +print(data_train.describe()) + +print(data_train) + +print(data_train['SibSp'] + data_train['Parch']) + +print(data_train['SibSp'] + data_train['Parch'] + 1 - data_train['Survived']) + +print(data_train['Survived'] > (data_train['SibSp'] + data_train['Parch'])) + +# 按列统计 +print(data_train.count()) +# 按行统计 +print(data_train.count(axis=1)) +# 某一列单独统计 +print(data_train['Age'].count()) + +# 按列求和 +print(data_train.sum()) +# 按行求和 +print(data_train.sum(axis=1)) + +print(data_train.mean()) + +print(data_train.max()) +print('-----------------------------------------') +print(data_train.min()) + +print(data_train.median()) + +print(data_train.mode()) +# 单独获取某列众数 +print(data_train['Sex'].mode()) + +print(data_train.var()) + +print(data_train.std()) + +print(data_train.quantile(0.25)) +print('-----------------------------------------') +print(data_train.quantile(0.5)) + +print(data_train.corr(method='pearson')) \ No newline at end of file diff --git a/python-data-analysis/pandas-demo/DataPre.py b/python-data-analysis/pandas-demo/DataPre.py new file mode 100644 index 0000000..6f79712 --- /dev/null +++ b/python-data-analysis/pandas-demo/DataPre.py @@ -0,0 +1,40 @@ +import pandas as pd + +# 相对路径 +df = pd.read_excel("result_data.xlsx") +print(df) + +print(df.info()) + +# 显示所有行 +# pd.set_option('display.max_rows', None) +print(df.isnull()) + +print(df.dropna()) + +print(df.dropna(how="any")) + +print(df.fillna(0)) + +print(df.fillna({'read_num': 10})) + +print(df) +print(df.drop_duplicates()) + +print(df.drop_duplicates(subset='read_num')) + +print(df.drop_duplicates(subset='plantform', keep='last')) + +print(df.dtypes) + +print(df['read_num'].dtypes) + +print(df['fans_num'].astype('float64')) + +df1 = pd.read_excel("demo.xlsx") +print(df1) + +df1.columns = ['编号', '序号', '姓名', '消费金额'] +print(df1) + +print(df1.set_index('编号')) \ No newline at end of file diff --git a/python-data-analysis/pandas-demo/ExportDemo.py b/python-data-analysis/pandas-demo/ExportDemo.py new file mode 100644 index 0000000..de0452c --- /dev/null +++ b/python-data-analysis/pandas-demo/ExportDemo.py @@ -0,0 +1,24 @@ +import pandas as pd + +# 数据读取 +df = pd.read_excel("table_join_exp.xlsx", sheet_name='Sheet1') + +# 数据导出 +df.to_excel(excel_writer=r'D:\Development\Projects\demo.xlsx') + +df.to_excel(excel_writer=r'D:\Development\Projects\demo.xlsx', + sheet_name='测试文档', # 创建 sheet 名称 + index=False, # 设置索引不显示 + columns=['编号', '姓名'], # 设置要导出的列 + encoding='utf-8', # 设置编码格式 + na_rep='0', # 缺失值处理 + inf_rep='inf' # 无穷值处理 + ) + +df.to_csv(path_or_buf=r'D:\Development\Projects\demo.csv', # 设置导出路径 + index=False, # 设置索引不显示 + sep=',', # 设置分隔符号 + na_rep='0', # 缺失值处理 + columns=['编号', '姓名'], # 设置要导出的列 + encoding='utf-8', # 设置编码格式 + ) \ No newline at end of file diff --git a/python-data-analysis/pandas-demo/GetEpidemicDxy.py b/python-data-analysis/pandas-demo/GetEpidemicDxy.py new file mode 100644 index 0000000..d83772f --- /dev/null +++ b/python-data-analysis/pandas-demo/GetEpidemicDxy.py @@ -0,0 +1,4 @@ +import akshare as ak + +epidemic_dxy_df = ak.epidemic_dxy(indicator="global") +epidemic_dxy_df.to_excel('epidemic_dxy.xlsx') \ No newline at end of file diff --git a/python-data-analysis/pandas-demo/GetEpidemicHistory.py b/python-data-analysis/pandas-demo/GetEpidemicHistory.py new file mode 100644 index 0000000..df25428 --- /dev/null +++ b/python-data-analysis/pandas-demo/GetEpidemicHistory.py @@ -0,0 +1,4 @@ +import akshare as ak + +epidemic_history_df = ak.epidemic_history() +epidemic_history_df.to_excel('epidemic_history.xlsx') \ No newline at end of file diff --git a/python-data-analysis/pandas-demo/GroupByDemo.py b/python-data-analysis/pandas-demo/GroupByDemo.py new file mode 100644 index 0000000..c897bed --- /dev/null +++ b/python-data-analysis/pandas-demo/GroupByDemo.py @@ -0,0 +1,23 @@ +import pandas as pd + +# 数据导入 +epidemic_dxy = pd.read_excel("epidemic_dxy.xlsx") + +print(epidemic_dxy.groupby(['continents'])) + +print(epidemic_dxy.groupby(['continents']).count()) + +# pd.set_option('display.max_columns', None) +print(epidemic_dxy.groupby(['continents']).sum()) + +print(epidemic_dxy.groupby(['continents'])['confirmedCount', 'suspectedCount', 'curedCount', 'deadCount'].sum()) + +print(epidemic_dxy.groupby(epidemic_dxy['continents'])['confirmedCount', 'suspectedCount', 'curedCount', 'deadCount'].sum()) + +print(epidemic_dxy.groupby([epidemic_dxy['continents'], epidemic_dxy['provinceName']])['confirmedCount', 'suspectedCount', 'curedCount', 'deadCount'].sum()) + +print(epidemic_dxy.groupby(epidemic_dxy['continents'])['confirmedCount', 'suspectedCount', 'curedCount', 'deadCount'].aggregate(['count', 'sum'])) + +new_dataframe = epidemic_dxy.groupby(epidemic_dxy['continents'])['confirmedCount', 'suspectedCount', 'curedCount', 'deadCount'].sum().reset_index() + +print(new_dataframe) \ No newline at end of file diff --git a/python-data-analysis/pandas-demo/PivotTableDemo.py b/python-data-analysis/pandas-demo/PivotTableDemo.py new file mode 100644 index 0000000..e088975 --- /dev/null +++ b/python-data-analysis/pandas-demo/PivotTableDemo.py @@ -0,0 +1,15 @@ +import pandas as pd + +# 数据导入 +epidemic_dxy = pd.read_excel("epidemic_dxy.xlsx") + +df = pd.pivot_table(epidemic_dxy, values='currentConfirmedCount', index='continents', aggfunc='sum') + +print(df) + +df1 = pd.pivot_table(epidemic_dxy, values='currentConfirmedCount', index='continents', columns='provinceName', aggfunc='sum') + +print(df1) + +df2 = pd.pivot_table(epidemic_dxy, values='currentConfirmedCount', index=['continents', 'createTime'], columns='provinceName', aggfunc='sum') +print(df2) \ No newline at end of file diff --git a/python-data-analysis/pandas-demo/ReadData.py b/python-data-analysis/pandas-demo/ReadData.py new file mode 100644 index 0000000..d81d19f --- /dev/null +++ b/python-data-analysis/pandas-demo/ReadData.py @@ -0,0 +1,63 @@ +import pandas as pd + +# 相对路径 +df = pd.read_excel("result_data.xlsx") +print(df) + +# 绝对路径 +df = pd.read_excel("D:/Development/Projects/python-learning/python-data-analysis/pandas-demo/result_data.xlsx") +print(df) + +# 指定 sheet 名 +df = pd.read_excel(r"D:\Development\Projects\python-learning\python-data-analysis\pandas-demo\result_data.xlsx", sheet_name='result_data') +print(df) + +# 指定 sheet 名 +df = pd.read_excel(r"D:\Development\Projects\python-learning\python-data-analysis\pandas-demo\result_data.xlsx", sheet_name=0) +print(df) + +# 指定导入行数 +df = pd.read_excel(r"D:\Development\Projects\python-learning\python-data-analysis\pandas-demo\result_data.xlsx", sheet_name=0, nrows=100) +print(df) + +# 指定行索引 +df = pd.read_excel(r"D:\Development\Projects\python-learning\python-data-analysis\pandas-demo\result_data.xlsx", sheet_name=0, index_col=5) +print(df) + +# 指定列索引 +df = pd.read_excel(r"D:\Development\Projects\python-learning\python-data-analysis\pandas-demo\result_data.xlsx", sheet_name=0, header=1) +print(df) + +# 指定导入列 +df = pd.read_excel(r"D:\Development\Projects\python-learning\python-data-analysis\pandas-demo\result_data.xlsx", sheet_name=0, usecols=[0, 1, 2]) +print(df) + +# 导入 csv 的数据 +df = pd.read_csv(r"D:\Development\Projects\python-learning\python-data-analysis\pandas-demo\result_data.csv") +print(df) + +# 指定编码格式 +df = pd.read_csv(r"D:\Development\Projects\python-learning\python-data-analysis\pandas-demo\result_data.csv", encoding='utf-8') +print(df) + +# 导入 pymsql +import pymysql + +con = pymysql.connect(host='cdb-1dydsrwm.bj.tencentcdb.com', + port=10224, + user='root', + password='wsy@123456', + db='blog_data', + charset='utf8mb4') + +sql = 'select * from result_data' + +df = pd.read_sql(sql, con) +print(df) + +# 获取前几行 +print(df.head(5)) + +print(df.shape) + +print(df.describe()) \ No newline at end of file diff --git a/python-data-analysis/pandas-demo/TableJoinDemo.py b/python-data-analysis/pandas-demo/TableJoinDemo.py new file mode 100644 index 0000000..f273709 --- /dev/null +++ b/python-data-analysis/pandas-demo/TableJoinDemo.py @@ -0,0 +1,42 @@ +import pandas as pd + +df1 = pd.read_excel("table_join_exp.xlsx", sheet_name='Sheet1') +print(df1) + +df2 = pd.read_excel("table_join_exp.xlsx", sheet_name='Sheet2') +print(df2) + +print(pd.merge(df1, df2)) + +df3 = pd.read_excel("table_join_exp.xlsx", sheet_name='Sheet3') +print(df3) + +print(pd.merge(df1, df3, on='编号')) + +df4 = pd.read_excel("table_join_exp.xlsx", sheet_name='Sheet4') +print(df4) + +print(pd.merge(df4, df3, on='编号')) + +df5 = pd.read_excel("table_join_exp.xlsx", sheet_name='Sheet5') +print(df5) + +# 内连接 +print(pd.merge(df5, df3, on='编号', how='inner')) + +# 左连接 +print(pd.merge(df5, df3, on='编号', how='left')) + +# 右连接 +print(pd.merge(df5, df3, on='编号', how='right')) + +# 外连接 +print(pd.merge(df5, df3, on='编号', how='outer')) + +df6 = pd.read_excel("table_join_exp.xlsx", sheet_name='Sheet6') +print(df6) + +# 纵向拼接 +print(pd.concat([df5, df6])) + +print(pd.concat([df5, df6], ignore_index=True)) \ No newline at end of file diff --git a/python-data-analysis/pandas-demo/demo.xlsx b/python-data-analysis/pandas-demo/demo.xlsx new file mode 100644 index 0000000..586077a Binary files /dev/null and b/python-data-analysis/pandas-demo/demo.xlsx differ diff --git a/python-data-analysis/pandas-demo/demo1.py b/python-data-analysis/pandas-demo/demo1.py new file mode 100644 index 0000000..de78b1d --- /dev/null +++ b/python-data-analysis/pandas-demo/demo1.py @@ -0,0 +1,41 @@ +import numpy as np +import pandas as pd + +dates = pd.date_range('20200101', periods=6) +df = pd.DataFrame(np.random.randn(6, 4), index=dates, columns=list('ABCD')) +print(df) + +# 查看头部数据 +print(df.head(1)) +# 查看尾部数据 +print(df.tail(2)) +# 获取索引 +print(df.index) +# 获取列名 +print(df.columns) +# 查看数据的统计摘要 +print(df.describe()) +# 转置数据 +print(df.T) +# 参考 https://www.jianshu.com/p/f0ed06cd5003 +# 两种排序 sort_index() 和 sort_values() +df1 = pd.DataFrame({'b' :[1,2,3,2],'a':[4,3,2,1],'c':[1,3,8,2]},index=[2,0,1,3]) +print(df1) +# sort_values() 排序 +# 按 b 列升序排序 +print(df1.sort_values(by='b')) +# 先按 b 列降序,再按 a 列升序排序 +print(df1.sort_values(by=['b','a'],axis=0,ascending=[False,True])) +# 按行 3 升序排列,必须指定 axis = 1 +print(df1.sort_values(by=3,axis=1)) +# 按行 3 升序,行 0 降排列 +print(df1.sort_values(by=[3,0],axis=1,ascending=[True,False])) +# sort_index() 排序 +# 默认按「行标签」升序排列 +print(df1.sort_index()) +# 按「列标签」升序排列 +print(df1.sort_index(axis=1)) +# 先按 b 列「降序」排列,因为 b 列中有相同值,相同值再按 a 列的「升序」排列 +print(df1.sort_index(by=['b','a'],ascending=[False,True])) +# 先按 a 列「降序」排列,而 a 列中没有相同值,因此这里按 b 列的「升序」排列不起作用。 +print(df1.sort_index(by=['a','b'],ascending=[False,True])) \ No newline at end of file diff --git a/python-data-analysis/pandas-demo/demo2.py b/python-data-analysis/pandas-demo/demo2.py new file mode 100644 index 0000000..16e614d --- /dev/null +++ b/python-data-analysis/pandas-demo/demo2.py @@ -0,0 +1,51 @@ +import numpy as np +import pandas as pd + +dates = pd.date_range('20200101', periods=6) +df = pd.DataFrame(np.random.randn(6, 4), index=dates, columns=list('ABCD')) +print(df) + +# 获取单列,获得 Series +print(df['A']) +# 行切片 +print(df[0:3]) +print(df['20200101' : '20200103']) + +# loc,可以使用 column 名和 index 名进行定位 +# 用标签提取一行数据 +print(df.loc[dates[0]]) +# 用标签提取多列数据 +print(df.loc[:, ['A', 'B']]) +# 用标签进行切片操作,同时制定行与列的结束点 +print(df.loc['20200101':'20200103', ['A', 'B']]) +# 返回一行中的两列 +print(df.loc['20200101', ['A', 'B']]) +# 获取某个标量值 +print(df.loc[dates[0], 'A']) + +# iloc,即 index locate 用 index 索引进行定位,所以参数是整型 +# 用整数位置选择 +print(df.iloc[3]) +# 使用整数按行和列进行切片操作 +print(df.iloc[3:5, 0:2]) +# 用整数列表按位置切片 +print(df.iloc[[1, 2, 4], [0, 2]]) +# 整行切片 +print(df.iloc[1:3, :]) +# 整列切片 +print(df.iloc[:, 1:3]) +# 获取某个标量值 同上 +print(df.iloc[1, 1]) + +# at 使用方法与 loc 类似,但是比 loc 有更快的访问数据的速度,而且只能访问单个元素,不能访问多个元素。 +print(df.at[dates[0], 'A']) + +# iat iat 对于 iloc 的关系就像 at 对于 loc 的关系,是一种更快的基于索引位置的选择方法,同 at 一样只能访问单个元素。 +print(df.iat[1, 1]) + +# 用单列的值选择数据 +print(df[df.A > 0]) + +# 选择 df 里满足条件的值 +print(df[df < 0]) + diff --git a/python-data-analysis/pandas-demo/epidemic_dxy.xlsx b/python-data-analysis/pandas-demo/epidemic_dxy.xlsx new file mode 100644 index 0000000..c09d7e1 Binary files /dev/null and b/python-data-analysis/pandas-demo/epidemic_dxy.xlsx differ diff --git a/python-data-analysis/pandas-demo/epidemic_history.xlsx 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b/python-data-analysis/pyecharts/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-data-analysis/pyecharts/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-data-analysis/pyecharts/Air_quality_baidu_map.py b/python-data-analysis/pyecharts/Air_quality_baidu_map.py new file mode 100644 index 0000000..c3e1322 --- /dev/null +++ b/python-data-analysis/pyecharts/Air_quality_baidu_map.py @@ -0,0 +1,523 @@ +import pyecharts.options as opts +from pyecharts.charts import BMap + +data = [ + ["海门", 9], + ["鄂尔多斯", 12], + ["招远", 12], + ["舟山", 12], + ["齐齐哈尔", 14], + ["盐城", 15], + ["赤峰", 16], + ["青岛", 18], + ["乳山", 18], + ["金昌", 19], + ["泉州", 21], + ["莱西", 21], + ["日照", 21], + ["胶南", 22], + ["南通", 23], + ["拉萨", 24], + ["云浮", 24], + ["梅州", 25], + ["文登", 25], + ["上海", 25], + ["攀枝花", 25], + ["威海", 25], + ["承德", 25], + ["厦门", 26], + ["汕尾", 26], + ["潮州", 26], + ["丹东", 27], + ["太仓", 27], + ["曲靖", 27], + ["烟台", 28], + ["福州", 29], + ["瓦房店", 30], + ["即墨", 30], + ["抚顺", 31], + ["玉溪", 31], + ["张家口", 31], + ["阳泉", 31], + ["莱州", 32], + ["湖州", 32], + ["汕头", 32], + ["昆山", 33], + ["宁波", 33], + ["湛江", 33], + ["揭阳", 34], + ["荣成", 34], + ["连云港", 35], + ["葫芦岛", 35], + ["常熟", 36], + ["东莞", 36], + ["河源", 36], + ["淮安", 36], + ["泰州", 36], + ["南宁", 37], + ["营口", 37], + ["惠州", 37], + ["江阴", 37], + ["蓬莱", 37], + ["韶关", 38], + ["嘉峪关", 38], + ["广州", 38], + ["延安", 38], + ["太原", 39], + ["清远", 39], + ["中山", 39], + ["昆明", 39], + ["寿光", 40], + ["盘锦", 40], + ["长治", 41], + ["深圳", 41], + ["珠海", 42], + ["宿迁", 43], + ["咸阳", 43], + ["铜川", 44], + ["平度", 44], + ["佛山", 44], + ["海口", 44], + ["江门", 45], + ["章丘", 45], + ["肇庆", 46], + ["大连", 47], + ["临汾", 47], + ["吴江", 47], + ["石嘴山", 49], + ["沈阳", 50], + ["苏州", 50], + ["茂名", 50], + ["嘉兴", 51], + ["长春", 51], + ["胶州", 52], + ["银川", 52], + ["张家港", 52], + ["三门峡", 53], + ["锦州", 54], + ["南昌", 54], + ["柳州", 54], + ["三亚", 54], + ["自贡", 56], + ["吉林", 56], + ["阳江", 57], + ["泸州", 57], + ["西宁", 57], + ["宜宾", 58], + ["呼和浩特", 58], + ["成都", 58], + ["大同", 58], + ["镇江", 59], + ["桂林", 59], + ["张家界", 59], + ["宜兴", 59], + ["北海", 60], + ["西安", 61], + ["金坛", 62], + ["东营", 62], + ["牡丹江", 63], + ["遵义", 63], + ["绍兴", 63], + ["扬州", 64], + ["常州", 64], + ["潍坊", 65], + ["重庆", 66], + ["台州", 67], + ["南京", 67], + ["滨州", 70], + ["贵阳", 71], + ["无锡", 71], + ["本溪", 71], + ["克拉玛依", 72], + ["渭南", 72], + ["马鞍山", 72], + ["宝鸡", 72], + ["焦作", 75], + ["句容", 75], + ["北京", 79], + ["徐州", 79], + ["衡水", 80], + ["包头", 80], + ["绵阳", 80], + ["乌鲁木齐", 84], + ["枣庄", 84], + ["杭州", 84], + ["淄博", 85], + ["鞍山", 86], + ["溧阳", 86], + ["库尔勒", 86], + ["安阳", 90], + ["开封", 90], + ["济南", 92], + ["德阳", 93], + ["温州", 95], + ["九江", 96], + ["邯郸", 98], + ["临安", 99], + ["兰州", 99], + ["沧州", 100], + ["临沂", 103], + ["南充", 104], + ["天津", 105], + ["富阳", 106], + ["泰安", 112], + ["诸暨", 112], + ["郑州", 113], + ["哈尔滨", 114], + ["聊城", 116], + ["芜湖", 117], + ["唐山", 119], + ["平顶山", 119], + ["邢台", 119], + ["德州", 120], + ["济宁", 120], + ["荆州", 127], + ["宜昌", 130], + ["义乌", 132], + ["丽水", 133], + ["洛阳", 134], + ["秦皇岛", 136], + ["株洲", 143], + ["石家庄", 147], + ["莱芜", 148], + ["常德", 152], + ["保定", 153], + ["湘潭", 154], + ["金华", 157], + ["岳阳", 169], + ["长沙", 175], + ["衢州", 177], + ["廊坊", 193], + ["菏泽", 194], + ["合肥", 229], + ["武汉", 273], + ["大庆", 279], +] + +geoCoordMap = { + "海门": [121.15, 31.89], + "鄂尔多斯": [109.781327, 39.608266], + "招远": [120.38, 37.35], + "舟山": [122.207216, 29.985295], + "齐齐哈尔": [123.97, 47.33], + "盐城": [120.13, 33.38], + "赤峰": [118.87, 42.28], + "青岛": [120.33, 36.07], + "乳山": [121.52, 36.89], + "金昌": [102.188043, 38.520089], + "泉州": [118.58, 24.93], + "莱西": [120.53, 36.86], + "日照": [119.46, 35.42], + "胶南": [119.97, 35.88], + "南通": [121.05, 32.08], + "拉萨": [91.11, 29.97], + "云浮": [112.02, 22.93], + "梅州": [116.1, 24.55], + "文登": [122.05, 37.2], + "上海": [121.48, 31.22], + "攀枝花": [101.718637, 26.582347], + "威海": [122.1, 37.5], + "承德": [117.93, 40.97], + "厦门": [118.1, 24.46], + "汕尾": [115.375279, 22.786211], + "潮州": [116.63, 23.68], + "丹东": [124.37, 40.13], + "太仓": [121.1, 31.45], + "曲靖": [103.79, 25.51], + "烟台": [121.39, 37.52], + "福州": [119.3, 26.08], + "瓦房店": [121.979603, 39.627114], + "即墨": [120.45, 36.38], + "抚顺": [123.97, 41.97], + "玉溪": [102.52, 24.35], + "张家口": [114.87, 40.82], + "阳泉": [113.57, 37.85], + "莱州": [119.942327, 37.177017], + "湖州": [120.1, 30.86], + "汕头": [116.69, 23.39], + "昆山": [120.95, 31.39], + "宁波": [121.56, 29.86], + "湛江": [110.359377, 21.270708], + "揭阳": [116.35, 23.55], + "荣成": [122.41, 37.16], + "连云港": [119.16, 34.59], + "葫芦岛": [120.836932, 40.711052], + "常熟": [120.74, 31.64], + "东莞": [113.75, 23.04], + "河源": [114.68, 23.73], + "淮安": [119.15, 33.5], + "泰州": [119.9, 32.49], + "南宁": [108.33, 22.84], + "营口": [122.18, 40.65], + "惠州": [114.4, 23.09], + "江阴": [120.26, 31.91], + "蓬莱": [120.75, 37.8], + "韶关": [113.62, 24.84], + "嘉峪关": [98.289152, 39.77313], + "广州": [113.23, 23.16], + "延安": [109.47, 36.6], + "太原": [112.53, 37.87], + "清远": [113.01, 23.7], + "中山": [113.38, 22.52], + "昆明": [102.73, 25.04], + "寿光": [118.73, 36.86], + "盘锦": [122.070714, 41.119997], + "长治": [113.08, 36.18], + "深圳": [114.07, 22.62], + "珠海": [113.52, 22.3], + "宿迁": [118.3, 33.96], + "咸阳": [108.72, 34.36], + "铜川": [109.11, 35.09], + "平度": [119.97, 36.77], + "佛山": [113.11, 23.05], + "海口": [110.35, 20.02], + "江门": [113.06, 22.61], + "章丘": [117.53, 36.72], + "肇庆": [112.44, 23.05], + "大连": [121.62, 38.92], + "临汾": [111.5, 36.08], + "吴江": [120.63, 31.16], + "石嘴山": [106.39, 39.04], + "沈阳": [123.38, 41.8], + "苏州": [120.62, 31.32], + "茂名": [110.88, 21.68], + "嘉兴": [120.76, 30.77], + "长春": [125.35, 43.88], + "胶州": [120.03336, 36.264622], + "银川": [106.27, 38.47], + "张家港": [120.555821, 31.875428], + "三门峡": [111.19, 34.76], + "锦州": [121.15, 41.13], + "南昌": [115.89, 28.68], + "柳州": [109.4, 24.33], + "三亚": [109.511909, 18.252847], + "自贡": [104.778442, 29.33903], + "吉林": [126.57, 43.87], + "阳江": [111.95, 21.85], + "泸州": [105.39, 28.91], + "西宁": [101.74, 36.56], + "宜宾": [104.56, 29.77], + "呼和浩特": [111.65, 40.82], + "成都": [104.06, 30.67], + "大同": [113.3, 40.12], + "镇江": [119.44, 32.2], + "桂林": [110.28, 25.29], + "张家界": [110.479191, 29.117096], + "宜兴": [119.82, 31.36], + "北海": [109.12, 21.49], + "西安": [108.95, 34.27], + "金坛": [119.56, 31.74], + "东营": [118.49, 37.46], + "牡丹江": [129.58, 44.6], + "遵义": [106.9, 27.7], + "绍兴": [120.58, 30.01], + "扬州": [119.42, 32.39], + "常州": [119.95, 31.79], + "潍坊": [119.1, 36.62], + "重庆": [106.54, 29.59], + "台州": [121.420757, 28.656386], + "南京": [118.78, 32.04], + "滨州": [118.03, 37.36], + "贵阳": [106.71, 26.57], + "无锡": [120.29, 31.59], + "本溪": [123.73, 41.3], + "克拉玛依": [84.77, 45.59], + "渭南": [109.5, 34.52], + "马鞍山": [118.48, 31.56], + "宝鸡": [107.15, 34.38], + "焦作": [113.21, 35.24], + "句容": [119.16, 31.95], + "北京": [116.46, 39.92], + "徐州": [117.2, 34.26], + "衡水": [115.72, 37.72], + "包头": [110, 40.58], + "绵阳": [104.73, 31.48], + "乌鲁木齐": [87.68, 43.77], + "枣庄": [117.57, 34.86], + "杭州": [120.19, 30.26], + "淄博": [118.05, 36.78], + "鞍山": [122.85, 41.12], + "溧阳": [119.48, 31.43], + "库尔勒": [86.06, 41.68], + "安阳": [114.35, 36.1], + "开封": [114.35, 34.79], + "济南": [117, 36.65], + "德阳": [104.37, 31.13], + "温州": [120.65, 28.01], + "九江": [115.97, 29.71], + "邯郸": [114.47, 36.6], + "临安": [119.72, 30.23], + "兰州": [103.73, 36.03], + "沧州": [116.83, 38.33], + "临沂": [118.35, 35.05], + "南充": [106.110698, 30.837793], + "天津": [117.2, 39.13], + "富阳": [119.95, 30.07], + "泰安": [117.13, 36.18], + "诸暨": [120.23, 29.71], + "郑州": [113.65, 34.76], + "哈尔滨": [126.63, 45.75], + "聊城": [115.97, 36.45], + "芜湖": [118.38, 31.33], + "唐山": [118.02, 39.63], + "平顶山": [113.29, 33.75], + "邢台": [114.48, 37.05], + "德州": [116.29, 37.45], + "济宁": [116.59, 35.38], + "荆州": [112.239741, 30.335165], + "宜昌": [111.3, 30.7], + "义乌": [120.06, 29.32], + "丽水": [119.92, 28.45], + "洛阳": [112.44, 34.7], + "秦皇岛": [119.57, 39.95], + "株洲": [113.16, 27.83], + "石家庄": [114.48, 38.03], + "莱芜": [117.67, 36.19], + "常德": [111.69, 29.05], + "保定": [115.48, 38.85], + "湘潭": [112.91, 27.87], + "金华": [119.64, 29.12], + "岳阳": [113.09, 29.37], + "长沙": [113, 28.21], + "衢州": [118.88, 28.97], + "廊坊": [116.7, 39.53], + "菏泽": [115.480656, 35.23375], + "合肥": [117.27, 31.86], + "武汉": [114.31, 30.52], + "大庆": [125.03, 46.58], +} + + +def convert_data(): + res = [] + for i in range(len(data)): + geo_coord = geoCoordMap[data[i][0]] + geo_coord.append(data[i][1]) + res.append([data[i][0], geo_coord]) + return res + + +( + BMap(init_opts=opts.InitOpts(width="1400px", height="800px")) + .add( + type_="effectScatter", + series_name="pm2.5", + data_pair=convert_data(), + symbol_size=10, + effect_opts=opts.EffectOpts(), + label_opts=opts.LabelOpts(formatter="{b}", position="right", is_show=False), + itemstyle_opts=opts.ItemStyleOpts(color="purple"), + ) + .add_schema( + # 个人秘钥,严禁用于各种非学习用途 + baidu_ak="qpv2Bi1RCS3od0jGZRUOMMhN", + center=[104.114129, 37.550339], + zoom=5, + is_roam=True, + map_style={ + "styleJson": [ + { + "featureType": "water", + "elementType": "all", + "stylers": {"color": "#044161"}, + }, + { + "featureType": "land", + "elementType": "all", + "stylers": {"color": "#004981"}, + }, + { + "featureType": "boundary", + "elementType": "geometry", + "stylers": {"color": "#064f85"}, + }, + { + "featureType": "railway", + "elementType": "all", + "stylers": {"visibility": "off"}, + }, + { + "featureType": "highway", + "elementType": "geometry", + "stylers": {"color": "#004981"}, + }, + { + "featureType": "highway", + "elementType": "geometry.fill", + "stylers": {"color": "#005b96", "lightness": 1}, + }, + { + "featureType": "highway", + "elementType": "labels", + "stylers": {"visibility": "off"}, + }, + { + "featureType": "arterial", + "elementType": "geometry", + "stylers": {"color": "#004981"}, + }, + { + "featureType": "arterial", + "elementType": "geometry.fill", + "stylers": {"color": "#00508b"}, + }, + { + "featureType": "poi", + "elementType": "all", + "stylers": {"visibility": "off"}, + }, + { + "featureType": "green", + "elementType": "all", + "stylers": {"color": "#056197", "visibility": "off"}, + }, + { + "featureType": "subway", + "elementType": "all", + "stylers": {"visibility": "off"}, + }, + { + "featureType": "manmade", + "elementType": "all", + "stylers": {"visibility": "off"}, + }, + { + "featureType": "local", + "elementType": "all", + "stylers": {"visibility": "off"}, + }, + { + "featureType": "arterial", + "elementType": "labels", + "stylers": {"visibility": "off"}, + }, + { + "featureType": "boundary", + "elementType": "geometry.fill", + "stylers": {"color": "#029fd4"}, + }, + { + "featureType": "building", + "elementType": "all", + "stylers": {"color": "#1a5787"}, + }, + { + "featureType": "label", + "elementType": "all", + "stylers": {"visibility": "off"}, + }, + ] + }, + ) + .set_global_opts( + title_opts=opts.TitleOpts( + title="全国主要城市空气质量", + subtitle="data from PM25.in", + subtitle_link="http://www.pm25.in", + pos_left="center", + title_textstyle_opts=opts.TextStyleOpts(color="#fff"), + ), + tooltip_opts=opts.TooltipOpts(trigger="item"), + ) + .render("air_quality_baidu_map.html") +) \ No newline at end of file diff --git a/python-data-analysis/pyecharts/Bar3d_punch_card.py b/python-data-analysis/pyecharts/Bar3d_punch_card.py new file mode 100644 index 0000000..7aeaed7 --- /dev/null +++ b/python-data-analysis/pyecharts/Bar3d_punch_card.py @@ -0,0 +1,242 @@ +import pyecharts.options as opts +from pyecharts.charts import Bar3D + +""" +Gallery 使用 pyecharts 1.1.0 +参考地址: https://echarts.baidu.com/examples/editor.html?c=bar3d-punch-card&gl=1 + +目前无法实现的功能: + +1、光照和阴影暂时无法设置 +""" + +hours = [ + "12a", + "1a", + "2a", + "3a", + "4a", + "5a", + "6a", + "7a", + "8a", + "9a", + "10a", + "11a", + "12p", + "1p", + "2p", + "3p", + "4p", + "5p", + "6p", + "7p", + "8p", + "9p", + "10p", + "11p", +] +days = ["Saturday", "Friday", "Thursday", "Wednesday", "Tuesday", "Monday", "Sunday"] + +data = [ + [0, 0, 5], + [0, 1, 1], + [0, 2, 0], + [0, 3, 0], + [0, 4, 0], + [0, 5, 0], + [0, 6, 0], + [0, 7, 0], + [0, 8, 0], + [0, 9, 0], + [0, 10, 0], + [0, 11, 2], + [0, 12, 4], + [0, 13, 1], + [0, 14, 1], + [0, 15, 3], + [0, 16, 4], + [0, 17, 6], + [0, 18, 4], + [0, 19, 4], + [0, 20, 3], + [0, 21, 3], + [0, 22, 2], + [0, 23, 5], + [1, 0, 7], + [1, 1, 0], + [1, 2, 0], + [1, 3, 0], + [1, 4, 0], + [1, 5, 0], + [1, 6, 0], + [1, 7, 0], + [1, 8, 0], + [1, 9, 0], + [1, 10, 5], + [1, 11, 2], + [1, 12, 2], + [1, 13, 6], + [1, 14, 9], + [1, 15, 11], + [1, 16, 6], + [1, 17, 7], + [1, 18, 8], + [1, 19, 12], + [1, 20, 5], + [1, 21, 5], + [1, 22, 7], + [1, 23, 2], + [2, 0, 1], + [2, 1, 1], + [2, 2, 0], + [2, 3, 0], + [2, 4, 0], + [2, 5, 0], + [2, 6, 0], + [2, 7, 0], + [2, 8, 0], + [2, 9, 0], + [2, 10, 3], + [2, 11, 2], + [2, 12, 1], + [2, 13, 9], + [2, 14, 8], + [2, 15, 10], + [2, 16, 6], + [2, 17, 5], + [2, 18, 5], + [2, 19, 5], + [2, 20, 7], + [2, 21, 4], + [2, 22, 2], + [2, 23, 4], + [3, 0, 7], + [3, 1, 3], + [3, 2, 0], + [3, 3, 0], + [3, 4, 0], + [3, 5, 0], + [3, 6, 0], + [3, 7, 0], + [3, 8, 1], + [3, 9, 0], + [3, 10, 5], + [3, 11, 4], + [3, 12, 7], + [3, 13, 14], + [3, 14, 13], + [3, 15, 12], + [3, 16, 9], + [3, 17, 5], + [3, 18, 5], + [3, 19, 10], + [3, 20, 6], + [3, 21, 4], + [3, 22, 4], + [3, 23, 1], + [4, 0, 1], + [4, 1, 3], + [4, 2, 0], + [4, 3, 0], + [4, 4, 0], + [4, 5, 1], + [4, 6, 0], + [4, 7, 0], + [4, 8, 0], + [4, 9, 2], + [4, 10, 4], + [4, 11, 4], + [4, 12, 2], + [4, 13, 4], + [4, 14, 4], + [4, 15, 14], + [4, 16, 12], + [4, 17, 1], + [4, 18, 8], + [4, 19, 5], + [4, 20, 3], + [4, 21, 7], + [4, 22, 3], + [4, 23, 0], + [5, 0, 2], + [5, 1, 1], + [5, 2, 0], + [5, 3, 3], + [5, 4, 0], + [5, 5, 0], + [5, 6, 0], + [5, 7, 0], + [5, 8, 2], + [5, 9, 0], + [5, 10, 4], + [5, 11, 1], + [5, 12, 5], + [5, 13, 10], + [5, 14, 5], + [5, 15, 7], + [5, 16, 11], + [5, 17, 6], + [5, 18, 0], + [5, 19, 5], + [5, 20, 3], + [5, 21, 4], + [5, 22, 2], + [5, 23, 0], + [6, 0, 1], + [6, 1, 0], + [6, 2, 0], + [6, 3, 0], + [6, 4, 0], + [6, 5, 0], + [6, 6, 0], + [6, 7, 0], + [6, 8, 0], + [6, 9, 0], + [6, 10, 1], + [6, 11, 0], + [6, 12, 2], + [6, 13, 1], + [6, 14, 3], + [6, 15, 4], + [6, 16, 0], + [6, 17, 0], + [6, 18, 0], + [6, 19, 0], + [6, 20, 1], + [6, 21, 2], + [6, 22, 2], + [6, 23, 6], +] +data = [[d[1], d[0], d[2]] for d in data] + + +( + Bar3D(init_opts=opts.InitOpts(width="1600px", height="800px")) + .add( + series_name="", + data=data, + xaxis3d_opts=opts.Axis3DOpts(type_="category", data=hours), + yaxis3d_opts=opts.Axis3DOpts(type_="category", data=days), + zaxis3d_opts=opts.Axis3DOpts(type_="value"), + ) + .set_global_opts( + visualmap_opts=opts.VisualMapOpts( + max_=20, + range_color=[ + "#313695", + "#4575b4", + "#74add1", + "#abd9e9", + "#e0f3f8", + "#ffffbf", + "#fee090", + "#fdae61", + "#f46d43", + "#d73027", + "#a50026", + ], + ) + ) + .render("bar3d_punch_card.html") +) diff --git a/python-data-analysis/pyecharts/Calendar_base_demo.py b/python-data-analysis/pyecharts/Calendar_base_demo.py new file mode 100644 index 0000000..8b22368 --- /dev/null +++ b/python-data-analysis/pyecharts/Calendar_base_demo.py @@ -0,0 +1,30 @@ +import datetime +import random + +from pyecharts import options as opts +from pyecharts.charts import Calendar + + +begin = datetime.date(2019, 1, 1) +end = datetime.date(2019, 12, 31) +data = [ + [str(begin + datetime.timedelta(days=i)), random.randint(1, 20)] + for i in range((end - begin).days + 1) +] + +c = ( + Calendar() + .add("", data, calendar_opts=opts.CalendarOpts(range_="2019")) + .set_global_opts( + title_opts=opts.TitleOpts(title="Calendar-2019 Github 提交情况"), + visualmap_opts=opts.VisualMapOpts( + max_=20, + min_=1, + orient="horizontal", + is_piecewise=True, + pos_top="230px", + pos_left="100px", + ), + ) + .render("calendar_base.html") +) diff --git a/python-data-analysis/pyecharts/Gauge_demo.py b/python-data-analysis/pyecharts/Gauge_demo.py new file mode 100644 index 0000000..7b15ec1 --- /dev/null +++ b/python-data-analysis/pyecharts/Gauge_demo.py @@ -0,0 +1,9 @@ +from pyecharts import options as opts +from pyecharts.charts import Gauge + +c = ( + Gauge() + .add("", [("完成率", 80)]) + .set_global_opts(title_opts=opts.TitleOpts(title="Gauge-基本示例")) + .render("gauge_base.html") +) \ No newline at end of file diff --git a/python-data-analysis/pyecharts/Graph_base_demo.py b/python-data-analysis/pyecharts/Graph_base_demo.py new file mode 100644 index 0000000..39df7e9 --- /dev/null +++ b/python-data-analysis/pyecharts/Graph_base_demo.py @@ -0,0 +1,24 @@ +from pyecharts import options as opts +from pyecharts.charts import Graph + +nodes = [ + {"name": "肖恩", "symbolSize": 10}, + {"name": "海棠朵朵", "symbolSize": 20}, + {"name": "长公主", "symbolSize": 30}, + {"name": "陈萍萍", "symbolSize": 40}, + {"name": "范闲", "symbolSize": 50}, + {"name": "林婉儿", "symbolSize": 40}, + {"name": "庆帝", "symbolSize": 30}, + {"name": "范若若", "symbolSize": 20}, + {"name": "司理理", "symbolSize": 10} +] +links = [] +for i in nodes: + for j in nodes: + links.append({"source": i.get("name"), "target": j.get("name")}) +c = ( + Graph() + .add("", nodes, links, repulsion=8000) + .set_global_opts(title_opts=opts.TitleOpts(title="庆余年人物关系图")) + .render("graph_base.html") +) diff --git a/python-data-analysis/pyecharts/Line3d_autorotate_demo.py b/python-data-analysis/pyecharts/Line3d_autorotate_demo.py new file mode 100644 index 0000000..d1b5d10 --- /dev/null +++ b/python-data-analysis/pyecharts/Line3d_autorotate_demo.py @@ -0,0 +1,32 @@ +import math + +from pyecharts import options as opts +from pyecharts.charts import Line3D +from pyecharts.faker import Faker + +data = [] +for t in range(0, 25000): + _t = t / 1000 + x = (1 + 0.25 * math.cos(75 * _t)) * math.cos(_t) + y = (1 + 0.25 * math.cos(75 * _t)) * math.sin(_t) + z = _t + 2.0 * math.sin(75 * _t) + data.append([x, y, z]) +c = ( + Line3D() + .add( + "", + data, + xaxis3d_opts=opts.Axis3DOpts(Faker.clock, type_="value"), + yaxis3d_opts=opts.Axis3DOpts(Faker.week_en, type_="value"), + grid3d_opts=opts.Grid3DOpts( + width=100, depth=100, rotate_speed=150, is_rotate=True + ), + ) + .set_global_opts( + visualmap_opts=opts.VisualMapOpts( + max_=30, min_=0, range_color=Faker.visual_color + ), + title_opts=opts.TitleOpts(title="Line3D-旋转的弹簧"), + ) + .render("line3d_autorotate.html") +) diff --git a/python-data-analysis/pyecharts/Liquid_base_demo.py b/python-data-analysis/pyecharts/Liquid_base_demo.py new file mode 100644 index 0000000..517abab --- /dev/null +++ b/python-data-analysis/pyecharts/Liquid_base_demo.py @@ -0,0 +1,9 @@ +from pyecharts import options as opts +from pyecharts.charts import Liquid + +c = ( + Liquid() + .add("lq", [0.6, 0.7]) + .set_global_opts(title_opts=opts.TitleOpts(title="Liquid-基本示例")) + .render("liquid_base.html") +) \ No newline at end of file diff --git a/python-data-analysis/pyecharts/QuackStart.py b/python-data-analysis/pyecharts/QuackStart.py new file mode 100644 index 0000000..58e2e07 --- /dev/null +++ b/python-data-analysis/pyecharts/QuackStart.py @@ -0,0 +1,58 @@ +from pyecharts.charts import Bar +from pyecharts import options as opts + +bar = Bar() +bar.add_xaxis([2011,2012,2013,2014,2015,2016,2017]) +bar.add_yaxis("产品销量", [58000,60200,63000,71000,84000,90500,107000]) + +bar.render() + +# 链式调用 +# bar = ( +# Bar() +# .add_xaxis([2011,2012,2013,2014,2015,2016,2017]) +# .add_yaxis("产品销量", [58000,60200,63000,71000,84000,90500,107000]) +# ) +# +# bar.render() + +bar = ( + Bar() + .add_xaxis([2011,2012,2013,2014,2015,2016,2017]) + .add_yaxis("产品销量", [58000,60200,63000,71000,84000,90500,107000]) + .set_global_opts(title_opts=opts.TitleOpts(title="11 ~ 17年 xxx 公司 xx 产品销量图", subtitle="这里是副标题")) +) +bar.render('render_1.html') + +# 调用方法写法,与上面的链式调用无任何区别 +# bar = Bar() +# bar.add_xaxis([2011,2012,2013,2014,2015,2016,2017]) +# bar.add_yaxis("产品销量", [58000,60200,63000,71000,84000,90500,107000]) +# bar.set_global_opts(title_opts=opts.TitleOpts(title="11 ~ 17年 xxx 公司 xx 产品销量图", subtitle="这里是副标题")) +# bar.render('render_1.html') + +# 生成图片 +from pyecharts.render import make_snapshot +# 使用 snapshot-selenium 渲染图片 +from snapshot_selenium import snapshot + +bar = ( + Bar() + .add_xaxis([2011, 2012, 2013, 2014, 2015, 2016, 2017]) + .add_yaxis("产品销量", [58000, 60200, 63000, 71000, 84000, 90500, 107000]) + .set_global_opts(title_opts=opts.TitleOpts(title="11 ~ 17年 xxx 公司 xx 产品销量图", subtitle="这里是副标题")) +) +make_snapshot(snapshot, bar.render(), "bar.png") + +# 使用主题 +from pyecharts.globals import ThemeType + +bar = ( + Bar(init_opts=opts.InitOpts(theme=ThemeType.LIGHT)) + .add_xaxis([2011, 2012, 2013, 2014, 2015, 2016, 2017]) + .add_yaxis("产品A", [58000, 60200, 63000, 71000, 84000, 90500, 107000]) + .add_yaxis("产品B", [78000,80200,93000,101000,64000,70500,87000]) + .set_global_opts(title_opts=opts.TitleOpts(title="11 ~ 17年 xxx 公司 xx 产品销量图", subtitle="这里是副标题")) +) + +bar.render('render_2.html') \ No newline at end of file diff --git a/python-data-analysis/pyecharts/air_quality_baidu_map.html b/python-data-analysis/pyecharts/air_quality_baidu_map.html new file mode 100644 index 0000000..963d1db --- /dev/null +++ b/python-data-analysis/pyecharts/air_quality_baidu_map.html @@ -0,0 +1,2543 @@ + + + + + Awesome-pyecharts + + + + + + + +
+ + + diff --git a/python-data-analysis/pyecharts/bar.png b/python-data-analysis/pyecharts/bar.png new file mode 100644 index 0000000..a4a17c2 Binary files /dev/null and b/python-data-analysis/pyecharts/bar.png differ diff --git a/python-data-analysis/pyecharts/bar3d_punch_card.html b/python-data-analysis/pyecharts/bar3d_punch_card.html new file mode 100644 index 0000000..89bd0fa --- /dev/null +++ b/python-data-analysis/pyecharts/bar3d_punch_card.html @@ -0,0 +1,1032 @@ + + + + + Awesome-pyecharts + + + + + +
+ + + diff --git a/python-data-analysis/pyecharts/calendar_base.html b/python-data-analysis/pyecharts/calendar_base.html new file mode 100644 index 0000000..6ce0120 --- /dev/null +++ b/python-data-analysis/pyecharts/calendar_base.html @@ -0,0 +1,1589 @@ + + + + + Awesome-pyecharts + + + + +
+ + + diff --git a/python-data-analysis/pyecharts/gauge_base.html b/python-data-analysis/pyecharts/gauge_base.html new file mode 100644 index 0000000..465b5c1 --- /dev/null +++ b/python-data-analysis/pyecharts/gauge_base.html @@ -0,0 +1,115 @@ + + + + + Awesome-pyecharts + + + + +
+ + + diff --git a/python-data-analysis/pyecharts/graph_base.html b/python-data-analysis/pyecharts/graph_base.html new file mode 100644 index 0000000..1a46f3b --- /dev/null +++ b/python-data-analysis/pyecharts/graph_base.html @@ -0,0 +1,487 @@ + + + + + Awesome-pyecharts + + + + +
+ + + diff --git a/python-data-analysis/pyecharts/line3d_autorotate.html b/python-data-analysis/pyecharts/line3d_autorotate.html new file mode 100644 index 0000000..b49f5d2 --- /dev/null +++ b/python-data-analysis/pyecharts/line3d_autorotate.html @@ -0,0 +1,125193 @@ + + + + + Awesome-pyecharts + + + + + +
+ + + diff --git a/python-data-analysis/pyecharts/liquid_base.html b/python-data-analysis/pyecharts/liquid_base.html new file mode 100644 index 0000000..8996433 --- /dev/null +++ b/python-data-analysis/pyecharts/liquid_base.html @@ -0,0 +1,113 @@ + + + + + Awesome-pyecharts + + + + + +
+ + + diff --git a/python-data-analysis/pyecharts/render.html b/python-data-analysis/pyecharts/render.html new file mode 100644 index 0000000..6df41be --- /dev/null +++ b/python-data-analysis/pyecharts/render.html @@ -0,0 +1,2543 @@ + + + + + Awesome-pyecharts + + + + + + + +
+ + + diff --git a/python-data-analysis/pyecharts/render_1.html b/python-data-analysis/pyecharts/render_1.html new file mode 100644 index 0000000..9eb7e11 --- /dev/null +++ b/python-data-analysis/pyecharts/render_1.html @@ -0,0 +1,164 @@ + + + + + Awesome-pyecharts + + + + +
+ + + diff --git a/python-data-analysis/pyecharts/render_2.html b/python-data-analysis/pyecharts/render_2.html new file mode 100644 index 0000000..1e074c7 --- /dev/null +++ b/python-data-analysis/pyecharts/render_2.html @@ -0,0 +1,159 @@ + + + + + Awesome-pyecharts + + + + +
+ + + diff --git a/python-data-analysis/pyecharts_map/.gitignore b/python-data-analysis/pyecharts_map/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-data-analysis/pyecharts_map/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-data-analysis/pyecharts_map/3DChinaMap.py b/python-data-analysis/pyecharts_map/3DChinaMap.py new file mode 100644 index 0000000..b342996 --- /dev/null +++ b/python-data-analysis/pyecharts_map/3DChinaMap.py @@ -0,0 +1,46 @@ +from pyecharts import options as opts +from pyecharts.charts import Map3D +from pyecharts.globals import ThemeType +from pyecharts.globals import ChartType + +from pyecharts.globals import CurrentConfig +CurrentConfig.ONLINE_HOST = "http://127.0.0.1:8000/assets/" + +c = ( + Map3D(init_opts=opts.InitOpts( + theme=ThemeType.DARK, + bg_color='#404a59', + width='1600px', + height='900px' + )) + .add_schema( + itemstyle_opts=opts.ItemStyleOpts( + color="#313c48", + opacity=1, + border_width=0.8, + border_color="#fff", + ), + map3d_label=opts.Map3DLabelOpts( + is_show=True, + text_style=opts.TextStyleOpts( + color="#fff", font_size=16, background_color="rgba(0,0,0,0)" + ), + ), + emphasis_label_opts=opts.LabelOpts(is_show=True), + light_opts=opts.Map3DLightOpts( + main_color="#fff", + main_intensity=1.2, + is_main_shadow=False, + main_alpha=55, + main_beta=10, + ambient_intensity=0.3, + ), + ) + .add(series_name="", data_pair="", maptype=ChartType.MAP3D) + .set_global_opts( + title_opts=opts.TitleOpts(title="全国行政区划地图"), + visualmap_opts=opts.VisualMapOpts(is_show=False), + tooltip_opts=opts.TooltipOpts(is_show=True), + ) + .render("map3d_china.html") +) \ No newline at end of file diff --git a/python-data-analysis/pyecharts_map/ChinaMap.py b/python-data-analysis/pyecharts_map/ChinaMap.py new file mode 100644 index 0000000..b7deb0a --- /dev/null +++ b/python-data-analysis/pyecharts_map/ChinaMap.py @@ -0,0 +1,23 @@ +from pyecharts import options as opts +from pyecharts.charts import Map +from pyecharts.faker import Faker +from pyecharts.globals import ThemeType + +c = ( + Map(init_opts=opts.InitOpts( + theme=ThemeType.DARK, + bg_color='#404a59', + width='1600px', + height='900px' + )) + .add( + "中国地图", + [list(z) for z in zip(Faker.provinces, Faker.values())], + "china" + ) + .set_global_opts( + title_opts=opts.TitleOpts(title="中国地图-示例"), + visualmap_opts=opts.VisualMapOpts(), + ) + .render("china_map.html") +) \ No newline at end of file diff --git a/python-data-analysis/pyecharts_map/GlobeMap.py b/python-data-analysis/pyecharts_map/GlobeMap.py new file mode 100644 index 0000000..bea988d --- /dev/null +++ b/python-data-analysis/pyecharts_map/GlobeMap.py @@ -0,0 +1,30 @@ +import pyecharts.options as opts +from pyecharts.charts import MapGlobe +from pyecharts.faker import POPULATION + + +data = [x for _, x in POPULATION[1:]] +low, high = min(data), max(data) + +c = ( + MapGlobe() + .add_schema() + .add( + maptype="world", + series_name="World Population", + data_pair=POPULATION[1:], + is_map_symbol_show=False, + label_opts=opts.LabelOpts(is_show=False), + ) + .set_global_opts( + visualmap_opts=opts.VisualMapOpts( + min_=low, + max_=high, + range_text=["max", "min"], + is_calculable=True, + range_color=["lightskyblue", "yellow", "orangered"], + ) + + ) + .render("map_globe.html") +) \ No newline at end of file diff --git a/python-data-analysis/pyecharts_map/ShanghaiMap.py b/python-data-analysis/pyecharts_map/ShanghaiMap.py new file mode 100644 index 0000000..161cdf1 --- /dev/null +++ b/python-data-analysis/pyecharts_map/ShanghaiMap.py @@ -0,0 +1,23 @@ +from pyecharts import options as opts +from pyecharts.charts import Map +from pyecharts.globals import ThemeType + +shanghai_list = ['黄浦区', '徐汇区', '长宁区', '静安区', '普陀区', '虹口区', '杨浦区', '闵行区', '宝山区', '嘉定区', '金山区', '松江区', '青浦区', '奉贤区', '崇明区', '浦东新区'] + +shanghai_people = [65.38, 108.44, 69.4, 106.28, 128.19, 79.7, 131.27, 254.35, 204.23, 158.89, 80.5, 176.22, 121.9, 115.2, 68.81, 555.02] + +BAIDU_LINK='https://baike.baidu.com/item/%E4%B8%8A%E6%B5%B7%E8%A1%8C%E6%94%BF%E5%8C%BA%E5%88%92/7426389?fr=aladdin' + +c = ( + Map(init_opts=opts.InitOpts(theme=ThemeType.DARK, bg_color='#404a59', width='1600px', height='900px')) + .add("上海市-常住人口", [list(z) for z in zip(shanghai_list, shanghai_people)], "上海") + .set_global_opts( + title_opts=opts.TitleOpts( + title="上海地图-常住人口(单位:万人)", + subtitle="常住人口数据来自百度百科", + subtitle_link=BAIDU_LINK, + ), + visualmap_opts=opts.VisualMapOpts() + ) + .render("map_shanghai.html") +) \ No newline at end of file diff --git a/python-data-analysis/pyecharts_map/china_map.html b/python-data-analysis/pyecharts_map/china_map.html new file mode 100644 index 0000000..588064c --- /dev/null +++ b/python-data-analysis/pyecharts_map/china_map.html @@ -0,0 +1,130 @@ + + + + + Awesome-pyecharts + + + + + +
+ + + diff --git a/python-data-analysis/pyecharts_map/map3d_china.html b/python-data-analysis/pyecharts_map/map3d_china.html new file mode 100644 index 0000000..9cced97 --- /dev/null +++ b/python-data-analysis/pyecharts_map/map3d_china.html @@ -0,0 +1,160 @@ + + + + + Awesome-pyecharts + + + + + + +
+ + + diff --git a/python-data-analysis/pyecharts_map/map_globe.html b/python-data-analysis/pyecharts_map/map_globe.html new file mode 100644 index 0000000..c0783b5 --- /dev/null +++ b/python-data-analysis/pyecharts_map/map_globe.html @@ -0,0 +1,1084 @@ + + + + + Awesome-pyecharts + + + + + + + +
+ + + diff --git a/python-data-analysis/pyecharts_map/map_shanghai.html b/python-data-analysis/pyecharts_map/map_shanghai.html new file mode 100644 index 0000000..d262c72 --- /dev/null +++ b/python-data-analysis/pyecharts_map/map_shanghai.html @@ -0,0 +1,168 @@ + + + + + Awesome-pyecharts + + + + + +
+ + + diff --git a/python-data-analysis/series/.gitignore b/python-data-analysis/series/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-data-analysis/series/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-data-analysis/series/demo1.py b/python-data-analysis/series/demo1.py new file mode 100644 index 0000000..09a018c --- /dev/null +++ b/python-data-analysis/series/demo1.py @@ -0,0 +1,55 @@ +import numpy as np +import pandas as pd + +s = pd.Series(np.random.rand(5), index=['a', 'b', 'c', 'd', 'e']) +print(s) +print(s.index) + +s1 = pd.Series(np.random.randn(5)) +print(s1) + +d = {'b': 1, 'a': 0, 'c': 2} +s2 = pd.Series(d) +print(s2) + +s3 = pd.Series(d, index=['b', 'c', 'd', 'a']) +print(s3) + +s4 = pd.Series(5., index=['a', 'b', 'c', 'd', 'e']) +print(s4) + +print(s[0]) +print(s[:3]) +print(s[s > s.median()]) +print(s[[4, 3, 1]]) +# 打印 e 的幂次方, e 是一个常数为 2.71828 +print (np.exp(s)) +# 打印 s 里每个元素的开方 +print (np.sqrt(s)) +print(s.dtype) +print(s.array) +print(s.to_numpy()) + +print(s['a']) +s['e'] = 12. +print(s) + +print('e' in s) +print('f' in s) +# 抛出 KeyError 异常 +# print(s['f']) + +print(s.get('f')) +print(s.get('f', np.nan)) + +print(s[1:] + s[:-1]) + +s5 = pd.Series(np.random.randn(5), name='my_series') +print(s5) +print(s5.name) +print(id(s5)) + +# 重命名 series +s6 = s5.rename("my_series_different") +print(s6) +print(id(s6)) \ No newline at end of file diff --git a/python-opencv/bilateral-filter/.gitignore b/python-opencv/bilateral-filter/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-opencv/bilateral-filter/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-opencv/bilateral-filter/demo.py b/python-opencv/bilateral-filter/demo.py new file mode 100644 index 0000000..0be9849 --- /dev/null +++ b/python-opencv/bilateral-filter/demo.py @@ -0,0 +1,10 @@ +import cv2 as cv + +source = cv.imread("zhaopian.jpg") +dst = cv.bilateralFilter(src=source, d=-1, sigmaColor=30, sigmaSpace=15) + +cv.imshow("source", source) +cv.imshow("dst", dst) + +cv.waitKey() +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/bilateral-filter/zhaopian.jpg b/python-opencv/bilateral-filter/zhaopian.jpg new file mode 100644 index 0000000..445a436 Binary files /dev/null and b/python-opencv/bilateral-filter/zhaopian.jpg differ diff --git a/python-opencv/blog1-start/.gitignore b/python-opencv/blog1-start/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-opencv/blog1-start/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-opencv/blog1-start/demo.jpg b/python-opencv/blog1-start/demo.jpg new file mode 100644 index 0000000..04925ba Binary files /dev/null and b/python-opencv/blog1-start/demo.jpg differ diff --git a/python-opencv/blog1-start/demo1.py b/python-opencv/blog1-start/demo1.py new file mode 100644 index 0000000..7bf18c8 --- /dev/null +++ b/python-opencv/blog1-start/demo1.py @@ -0,0 +1,16 @@ +import cv2 as cv + +# 查看版本信息 +print(cv.getVersionString()) + +# 读取图像 +img = cv.imread("maliao.jpg", cv.IMREAD_COLOR) +cv.imshow("read_img", img) +# 灰度图像 +img_gray = cv.cvtColor(img, cv.COLOR_RGB2GRAY) +cv.imshow("gray_img",img_gray) +# 二值图像 +ret, binary = cv.threshold(img_gray, 127, 255, cv.THRESH_BINARY) +cv.imshow("binary_img", binary) + +cv.waitKey() \ No newline at end of file diff --git a/python-opencv/blog1-start/demo2.py b/python-opencv/blog1-start/demo2.py new file mode 100644 index 0000000..a0bbd96 --- /dev/null +++ b/python-opencv/blog1-start/demo2.py @@ -0,0 +1,14 @@ +import cv2 as cv + +# 读取图片 +img = cv.imread("maliao.jpg", 1) + +# 显示图片 +cv.imshow("demo", img) + +# 等待输入 +cv.waitKey(0) +cv.destroyAllWindows() + +# 图片写入 +cv.imwrite("demo.jpg", img) \ No newline at end of file diff --git a/python-opencv/blog1-start/maliao.jpg b/python-opencv/blog1-start/maliao.jpg new file mode 100644 index 0000000..40be8d7 Binary files /dev/null and b/python-opencv/blog1-start/maliao.jpg differ diff --git a/python-opencv/blog10-hat/.gitignore b/python-opencv/blog10-hat/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-opencv/blog10-hat/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-opencv/blog10-hat/demo-blackhat-1.py b/python-opencv/blog10-hat/demo-blackhat-1.py new file mode 100644 index 0000000..1050435 --- /dev/null +++ b/python-opencv/blog10-hat/demo-blackhat-1.py @@ -0,0 +1,24 @@ +import cv2 as cv +import numpy as np +import matplotlib.pyplot as plt + +# 读取图片 +source = cv.imread("demo_noise_black.jpg", cv.IMREAD_GRAYSCALE) + +# 设置卷积核 +kernel = np.ones((5, 5), np.uint8) + +# 黑帽运算 +dst = cv.morphologyEx(source, cv.MORPH_BLACKHAT, kernel) + +# 构造显示结果数组 +titles = ['Source Img', 'Black Img'] +images = [source, dst] + +# matplotlib 绘图 +for i in range(2): + plt.subplot(1, 2, i+1), plt.imshow(images[i],'gray') + plt.title(titles[i]) + plt.xticks([]),plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog10-hat/demo-blackhat.py b/python-opencv/blog10-hat/demo-blackhat.py new file mode 100644 index 0000000..0ee1633 --- /dev/null +++ b/python-opencv/blog10-hat/demo-blackhat.py @@ -0,0 +1,27 @@ +import cv2 as cv +import numpy as np +import matplotlib.pyplot as plt + +# 读取图片 +source = cv.imread("demo_noise_black.jpg", cv.IMREAD_GRAYSCALE) + +# 设置卷积核 +kernel = np.ones((5, 5), np.uint8) + +# 闭运算 +close = cv.morphologyEx(source, cv.MORPH_CLOSE, kernel) + +# 黑帽运算 +dst = cv.morphologyEx(source, cv.MORPH_BLACKHAT, kernel) + +# 构造显示结果数组 +titles = ['Source Img','Close Img', 'Tophat Img'] +images = [source, close, dst] + +# matplotlib 绘图 +for i in range(3): + plt.subplot(1, 3, i+1), plt.imshow(images[i],'gray') + plt.title(titles[i]) + plt.xticks([]),plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog10-hat/demo-tophat-1.py b/python-opencv/blog10-hat/demo-tophat-1.py new file mode 100644 index 0000000..44b845f --- /dev/null +++ b/python-opencv/blog10-hat/demo-tophat-1.py @@ -0,0 +1,24 @@ +import cv2 as cv +import numpy as np +import matplotlib.pyplot as plt + +# 读取图片 +source = cv.imread("demo_noise_white.jpg", cv.IMREAD_GRAYSCALE) + +# 设置卷积核 +kernel = np.ones((5, 5), np.uint8) + +# 顶帽运算 +dst = cv.morphologyEx(source, cv.MORPH_TOPHAT, kernel) + +# 显示结果 +titles = ['Source Img', 'Tophat Img'] +images = [source, dst] + +# matplotlib 绘图 +for i in range(2): + plt.subplot(1, 2, i+1), plt.imshow(images[i],'gray') + plt.title(titles[i]) + plt.xticks([]),plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog10-hat/demo-tophat.py b/python-opencv/blog10-hat/demo-tophat.py new file mode 100644 index 0000000..62fe84d --- /dev/null +++ b/python-opencv/blog10-hat/demo-tophat.py @@ -0,0 +1,27 @@ +import cv2 as cv +import numpy as np +import matplotlib.pyplot as plt + +# 读取图片 +source = cv.imread("demo_noise_white.jpg", cv.IMREAD_GRAYSCALE) + +# 设置卷积核 +kernel = np.ones((5, 5), np.uint8) + +# 开运算 +open = cv.morphologyEx(source, cv.MORPH_OPEN, kernel) + +# 顶帽运算 +dst = cv.morphologyEx(source, cv.MORPH_TOPHAT, kernel) + +# 显示结果 +titles = ['Source Img','Open Img', 'Tophat Img'] +images = [source, open, dst] + +# matplotlib 绘图 +for i in range(3): + plt.subplot(1, 3, i+1), plt.imshow(images[i],'gray') + plt.title(titles[i]) + plt.xticks([]),plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog10-hat/demo_noise_black.jpg b/python-opencv/blog10-hat/demo_noise_black.jpg new file mode 100644 index 0000000..3617837 Binary files /dev/null and b/python-opencv/blog10-hat/demo_noise_black.jpg differ diff --git a/python-opencv/blog10-hat/demo_noise_white.jpg b/python-opencv/blog10-hat/demo_noise_white.jpg new file mode 100644 index 0000000..889baa3 Binary files /dev/null and b/python-opencv/blog10-hat/demo_noise_white.jpg differ diff --git a/python-opencv/blog11-canny/canny.py b/python-opencv/blog11-canny/canny.py new file mode 100644 index 0000000..21cc382 --- /dev/null +++ b/python-opencv/blog11-canny/canny.py @@ -0,0 +1,18 @@ +import cv2 as cv +from matplotlib import pyplot as plt + +# 图像读入 +img = cv.imread('maliao.jpg', 0) +edges = cv.Canny(img, 100, 200) + +# 显示结果 +titles = ['Original Img', 'Edge Img'] +images = [img, edges] + +# matplotlib 绘图 +for i in range(2): + plt.subplot(1, 2, i+1), plt.imshow(images[i],'gray') + plt.title(titles[i]) + plt.xticks([]),plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog11-canny/edge_result1.png b/python-opencv/blog11-canny/edge_result1.png new file mode 100644 index 0000000..ed14601 Binary files /dev/null and b/python-opencv/blog11-canny/edge_result1.png differ diff --git a/python-opencv/blog11-canny/maliao.jpg b/python-opencv/blog11-canny/maliao.jpg new file mode 100644 index 0000000..40be8d7 Binary files /dev/null and b/python-opencv/blog11-canny/maliao.jpg differ diff --git a/python-opencv/blog12-sobel/demo-gaussian.py b/python-opencv/blog12-sobel/demo-gaussian.py new file mode 100644 index 0000000..f41613b --- /dev/null +++ b/python-opencv/blog12-sobel/demo-gaussian.py @@ -0,0 +1,52 @@ +import cv2 as cv +import numpy as np +import matplotlib.pyplot as plt + +# 读取图像 +img = cv.imread('maliao.jpg') +rgb_img = cv.cvtColor(img, cv.COLOR_BGR2RGB) + +# 灰度化处理图像 +gray_image = cv.cvtColor(img, cv.COLOR_BGR2GRAY) + +# 高斯滤波 +gaussian_blur = cv.GaussianBlur(gray_image, (3, 3), 0) + +# Roberts 算子 +kernelx = np.array([[-1, 0], [0, 1]], dtype = int) +kernely = np.array([[0, -1], [1, 0]], dtype = int) +x = cv.filter2D(gaussian_blur, cv.CV_16S, kernelx) +y = cv.filter2D(gaussian_blur, cv.CV_16S, kernely) +absX = cv.convertScaleAbs(x) +absY = cv.convertScaleAbs(y) +Roberts = cv.addWeighted(absX, 0.5, absY, 0.5, 0) + +# Prewitt 算子 +kernelx = np.array([[1, 1, 1], [0, 0, 0], [-1, -1, -1]], dtype=int) +kernely = np.array([[-1, 0, 1], [-1, 0, 1], [-1, 0, 1]], dtype=int) +x = cv.filter2D(gaussian_blur, cv.CV_16S, kernelx) +y = cv.filter2D(gaussian_blur, cv.CV_16S, kernely) +absX = cv.convertScaleAbs(x) +absY = cv.convertScaleAbs(y) +Prewitt = cv.addWeighted(absX, 0.5, absY, 0.5, 0) + +# Sobel 算子 +x = cv.Sobel(gaussian_blur, cv.CV_16S, 1, 0) +y = cv.Sobel(gaussian_blur, cv.CV_16S, 0, 1) +absX = cv.convertScaleAbs(x) +absY = cv.convertScaleAbs(y) +Sobel = cv.addWeighted(absX, 0.5, absY, 0.5, 0) + +# 拉普拉斯算法 +dst = cv.Laplacian(gaussian_blur, cv.CV_16S, ksize = 3) +Laplacian = cv.convertScaleAbs(dst) + +# 展示图像 +titles = ['Source Image', 'Gaussian Image', 'Roberts Image', + 'Prewitt Image','Sobel Image', 'Laplacian Image'] +images = [rgb_img, gaussian_blur, Roberts, Prewitt, Sobel, Laplacian] +for i in np.arange(6): + plt.subplot(2, 3, i+1), plt.imshow(images[i], 'gray') + plt.title(titles[i]) + plt.xticks([]), plt.yticks([]) +plt.show() \ No newline at end of file diff --git a/python-opencv/blog12-sobel/demo-laplacian.py b/python-opencv/blog12-sobel/demo-laplacian.py new file mode 100644 index 0000000..3e53f87 --- /dev/null +++ b/python-opencv/blog12-sobel/demo-laplacian.py @@ -0,0 +1,26 @@ +import cv2 as cv +import matplotlib.pyplot as plt + +# 读取图像 +img = cv.imread('maliao.jpg', cv.COLOR_BGR2GRAY) +rgb_img = cv.cvtColor(img, cv.COLOR_BGR2RGB) + +# 灰度化处理图像 +grayImage = cv.cvtColor(img, cv.COLOR_BGR2GRAY) + +# Laplacian +dst = cv.Laplacian(grayImage, cv.CV_16S, ksize = 3) +Laplacian = cv.convertScaleAbs(dst) + +# 用来正常显示中文标签 +plt.rcParams['font.sans-serif'] = ['SimHei'] + +# 显示图形 +titles = ['原始图像', 'Laplacian 算子'] +images = [rgb_img, Laplacian] + +for i in range(2): + plt.subplot(1, 2, i + 1), plt.imshow(images[i], 'gray') + plt.title(titles[i]) + plt.xticks([]), plt.yticks([]) +plt.show() \ No newline at end of file diff --git a/python-opencv/blog12-sobel/demo-prewitt.py b/python-opencv/blog12-sobel/demo-prewitt.py new file mode 100644 index 0000000..6d7f1f2 --- /dev/null +++ b/python-opencv/blog12-sobel/demo-prewitt.py @@ -0,0 +1,35 @@ +import cv2 as cv +import numpy as np +import matplotlib.pyplot as plt + +# 读取图像 +img = cv.imread('maliao.jpg', cv.COLOR_BGR2GRAY) +rgb_img = cv.cvtColor(img, cv.COLOR_BGR2RGB) + +# 灰度化处理图像 +grayImage = cv.cvtColor(img, cv.COLOR_BGR2GRAY) + +# Prewitt 算子 +kernelx = np.array([[1,1,1],[0,0,0],[-1,-1,-1]],dtype=int) +kernely = np.array([[-1,0,1],[-1,0,1],[-1,0,1]],dtype=int) + +x = cv.filter2D(grayImage, cv.CV_16S, kernelx) +y = cv.filter2D(grayImage, cv.CV_16S, kernely) + +# 转 uint8 ,图像融合 +absX = cv.convertScaleAbs(x) +absY = cv.convertScaleAbs(y) +Prewitt = cv.addWeighted(absX, 0.5, absY, 0.5, 0) + +# 用来正常显示中文标签 +plt.rcParams['font.sans-serif'] = ['SimHei'] + +# 显示图形 +titles = ['原始图像', 'Prewitt 算子'] +images = [rgb_img, Prewitt] + +for i in range(2): + plt.subplot(1, 2, i + 1), plt.imshow(images[i], 'gray') + plt.title(titles[i]) + plt.xticks([]), plt.yticks([]) +plt.show() \ No newline at end of file diff --git a/python-opencv/blog12-sobel/demo-roberts.py b/python-opencv/blog12-sobel/demo-roberts.py new file mode 100644 index 0000000..9768371 --- /dev/null +++ b/python-opencv/blog12-sobel/demo-roberts.py @@ -0,0 +1,35 @@ +import cv2 as cv +import numpy as np +import matplotlib.pyplot as plt + +# 读取图像 +img = cv.imread('maliao.jpg', cv.COLOR_BGR2GRAY) +rgb_img = cv.cvtColor(img, cv.COLOR_BGR2RGB) + +# 灰度化处理图像 +grayImage = cv.cvtColor(img, cv.COLOR_BGR2GRAY) + +# Roberts 算子 +kernelx = np.array([[-1, 0], [0, 1]], dtype=int) +kernely = np.array([[0, -1], [1, 0]], dtype=int) + +x = cv.filter2D(grayImage, cv.CV_16S, kernelx) +y = cv.filter2D(grayImage, cv.CV_16S, kernely) + +# 转 uint8 ,图像融合 +absX = cv.convertScaleAbs(x) +absY = cv.convertScaleAbs(y) +Roberts = cv.addWeighted(absX, 0.5, absY, 0.5, 0) + +# 用来正常显示中文标签 +plt.rcParams['font.sans-serif'] = ['SimHei'] + +# 显示图形 +titles = ['原始图像', 'Roberts 算子'] +images = [rgb_img, Roberts] + +for i in range(2): + plt.subplot(1, 2, i + 1), plt.imshow(images[i], 'gray') + plt.title(titles[i]) + plt.xticks([]), plt.yticks([]) +plt.show() \ No newline at end of file diff --git a/python-opencv/blog12-sobel/demo-sobel.py b/python-opencv/blog12-sobel/demo-sobel.py new file mode 100644 index 0000000..8f32597 --- /dev/null +++ b/python-opencv/blog12-sobel/demo-sobel.py @@ -0,0 +1,31 @@ +import cv2 as cv +import matplotlib.pyplot as plt + +# 读取图像 +img = cv.imread('maliao.jpg', cv.COLOR_BGR2GRAY) +rgb_img = cv.cvtColor(img, cv.COLOR_BGR2RGB) + +# 灰度化处理图像 +grayImage = cv.cvtColor(img, cv.COLOR_BGR2GRAY) + +# Sobel 算子 +x = cv.Sobel(grayImage, cv.CV_16S, 1, 0) +y = cv.Sobel(grayImage, cv.CV_16S, 0, 1) + +# 转 uint8 ,图像融合 +absX = cv.convertScaleAbs(x) +absY = cv.convertScaleAbs(y) +Sobel = cv.addWeighted(absX, 0.5, absY, 0.5, 0) + +# 用来正常显示中文标签 +plt.rcParams['font.sans-serif'] = ['SimHei'] + +# 显示图形 +titles = ['原始图像', 'Sobel 算子'] +images = [rgb_img, Sobel] + +for i in range(2): + plt.subplot(1, 2, i + 1), plt.imshow(images[i], 'gray') + plt.title(titles[i]) + plt.xticks([]), plt.yticks([]) +plt.show() \ No newline at end of file diff --git a/python-opencv/blog12-sobel/maliao.jpg b/python-opencv/blog12-sobel/maliao.jpg new file mode 100644 index 0000000..40be8d7 Binary files /dev/null and b/python-opencv/blog12-sobel/maliao.jpg differ diff --git a/python-opencv/blog13-scharr/demo-log.py b/python-opencv/blog13-scharr/demo-log.py new file mode 100644 index 0000000..a6b3be0 --- /dev/null +++ b/python-opencv/blog13-scharr/demo-log.py @@ -0,0 +1,28 @@ +import cv2 as cv +import matplotlib.pyplot as plt + +# 读取图像 +img = cv.imread("maliao.jpg") +rgb_img = cv.cvtColor(img, cv.COLOR_BGR2RGB) + +gray_img = cv.cvtColor(img, cv.COLOR_BGR2GRAY) + +# 先通过高斯滤波降噪 +gaussian = cv.GaussianBlur(gray_img, (3, 3), 0) + +# 再通过拉普拉斯算子做边缘检测 +dst = cv.Laplacian(gaussian, cv.CV_16S, ksize=3) +LOG = cv.convertScaleAbs(dst) + +# 用来正常显示中文标签 +plt.rcParams['font.sans-serif'] = ['SimHei'] + +# 显示图形 +titles = ['原始图像', 'LOG 算子'] +images = [rgb_img, LOG] + +for i in range(2): + plt.subplot(1, 2, i + 1), plt.imshow(images[i], 'gray') + plt.title(titles[i]) + plt.xticks([]), plt.yticks([]) +plt.show() diff --git a/python-opencv/blog13-scharr/demo-scharr.py b/python-opencv/blog13-scharr/demo-scharr.py new file mode 100644 index 0000000..f119f96 --- /dev/null +++ b/python-opencv/blog13-scharr/demo-scharr.py @@ -0,0 +1,26 @@ +import cv2 as cv +import matplotlib.pyplot as plt + +img = cv.imread("maliao.jpg") +rgb_img = cv.cvtColor(img, cv.COLOR_BGR2RGB) + +gray_img = cv.cvtColor(img, cv.COLOR_BGR2GRAY) + +# Scharr 算子 +x = cv.Scharr(gray_img, cv.CV_16S, 1, 0) # X 方向 +y = cv.Scharr(gray_img, cv.CV_16S, 0, 1) # Y 方向 +absX = cv.convertScaleAbs(x) +absY = cv.convertScaleAbs(y) +Scharr = cv.addWeighted(absX, 0.5, absY, 0.5, 0) + +# 显示图形 +plt.rcParams['font.sans-serif']=['SimHei'] + +titles = ['原始图像', 'Scharr 算子'] +images = [rgb_img, Scharr] + +for i in range(2): + plt.subplot(1, 2, i + 1), plt.imshow(images[i], 'gray') + plt.title(titles[i]) + plt.xticks([]), plt.yticks([]) +plt.show() diff --git a/python-opencv/blog13-scharr/demo-summary.py b/python-opencv/blog13-scharr/demo-summary.py new file mode 100644 index 0000000..d91441f --- /dev/null +++ b/python-opencv/blog13-scharr/demo-summary.py @@ -0,0 +1,37 @@ +import cv2 as cv +import numpy as np +import matplotlib.pyplot as plt + +#读取图像 +img = cv.imread("maliao.jpg") +rgb_img = cv.cvtColor(img, cv.COLOR_BGR2RGB) + +gray_img = cv.cvtColor(img, cv.COLOR_BGR2GRAY) + +#高斯滤波 +gaussianBlur = cv.GaussianBlur(gray_img, (3,3), 0) + +#阈值处理 +ret, binary = cv.threshold(gaussianBlur, 127, 255, cv.THRESH_BINARY) + +#Scharr算子 +x = cv.Scharr(gray_img, cv.CV_32F, 1, 0) #X方向 +y = cv.Scharr(gray_img, cv.CV_32F, 0, 1) #Y方向 +absX = cv.convertScaleAbs(x) +absY = cv.convertScaleAbs(y) +Scharr = cv.addWeighted(absX, 0.5, absY, 0.5, 0) + +#LOG算子 +gaussian = cv.GaussianBlur(gray_img, (3,3), 0) #先通过高斯滤波降噪 +dst = cv.Laplacian(gaussian, cv.CV_16S, ksize = 3) #再通过拉普拉斯算子做边缘检测 +LOG = cv.convertScaleAbs(dst) + +#效果图 +titles = ['Source Image', 'Gray Image', 'Scharr Image', 'LOG Image'] +images = [rgb_img, gray_img, Scharr, LOG] + +for i in np.arange(4): + plt.subplot(2, 2, i+1),plt.imshow(images[i],'gray') + plt.title(titles[i]) + plt.xticks([]),plt.yticks([]) +plt.show() diff --git a/python-opencv/blog13-scharr/maliao.jpg b/python-opencv/blog13-scharr/maliao.jpg new file mode 100644 index 0000000..40be8d7 Binary files /dev/null and b/python-opencv/blog13-scharr/maliao.jpg differ diff --git a/python-opencv/blog14-pyramid/demo-pyramid.py b/python-opencv/blog14-pyramid/demo-pyramid.py new file mode 100644 index 0000000..5f3c97f --- /dev/null +++ b/python-opencv/blog14-pyramid/demo-pyramid.py @@ -0,0 +1,42 @@ +import cv2 as cv + +#高斯金字塔 +def gaussian_pyramid(image): + level = 3 #设置金字塔的层数为3 + temp = image.copy() #拷贝图像 + gaussian_images = [] #建立一个空列表 + for i in range(level): + dst = cv.pyrDown(temp) #先对图像进行高斯平滑,然后再进行降采样(将图像尺寸行和列方向缩减一半) + gaussian_images.append(dst) #在列表末尾添加新的对象 + cv.imshow("gaussian"+str(i), dst) + temp = dst.copy() + return gaussian_images + + +#拉普拉斯金字塔 +def laplacian_pyramid(image): + gaussian_images = gaussian_pyramid(image) #做拉普拉斯金字塔必须用到高斯金字塔的结果 + level = len(gaussian_images) + for i in range(level-1, -1, -1): + if (i-1) < 0: + expand = cv.pyrUp(gaussian_images[i], dstsize = image.shape[:2]) + laplacian = cv.subtract(image, expand) + # 展示差值图像 + cv.imshow("laplacian_down_"+str(i), laplacian) + else: + expand = cv.pyrUp(gaussian_images[i], dstsize = gaussian_images[i-1].shape[:2]) + laplacian = cv.subtract(gaussian_images[i-1], expand) + # 展示差值图像 + cv.imshow("laplacian_down_"+str(i), laplacian) + + +src = cv.imread('maliao.jpg') +print(src.shape) +# 先将图像转化成正方形,否则会报错 +input_image = cv.resize(src, (560, 560)) +# 设置为 WINDOW_NORMAL 可以任意缩放 +cv.namedWindow('input_image', cv.WINDOW_AUTOSIZE) +cv.imshow('input_image', input_image) +laplacian_pyramid(input_image) +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog14-pyramid/maliao.jpg b/python-opencv/blog14-pyramid/maliao.jpg new file mode 100644 index 0000000..40be8d7 Binary files /dev/null and b/python-opencv/blog14-pyramid/maliao.jpg differ diff --git a/python-opencv/blog15-contours/approx.py b/python-opencv/blog15-contours/approx.py new file mode 100644 index 0000000..77aabd4 --- /dev/null +++ b/python-opencv/blog15-contours/approx.py @@ -0,0 +1,31 @@ +import cv2 as cv + +img = cv.imread("number.png") + +gray_img = cv.cvtColor(img, cv.COLOR_BGR2GRAY) +# 降噪 +ret, thresh = cv.threshold(gray_img, 127, 255, 0) +# 寻找轮廓 +contours, hierarchy = cv.findContours(gray_img, cv.RETR_TREE, cv.CHAIN_APPROX_NONE) + +cnt = contours[0] + +# 计算 epsilon ,按照周长百分比进行计算,分别取周长 1% 和 10% +epsilon_1 = 0.1 * cv.arcLength(cnt, True) +epsilon_2 = 0.01 * cv.arcLength(cnt, True) + +# 进行多边形逼近 +approx_1 = cv.approxPolyDP(cnt, epsilon_1, True) +approx_2 = cv.approxPolyDP(cnt, epsilon_2, True) + +# 画出多边形 +image_1 = cv.cvtColor(gray_img, cv.COLOR_GRAY2BGR) +image_2 = cv.cvtColor(gray_img, cv.COLOR_GRAY2BGR) + +cv.polylines(image_1, [approx_1], True, (0, 0, 255), 2) +cv.polylines(image_2, [approx_2], True, (0, 0, 255), 2) + +cv.imshow("image_1", image_1) +cv.imshow("image_2", image_2) +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog15-contours/black.png b/python-opencv/blog15-contours/black.png new file mode 100644 index 0000000..deb84bf Binary files /dev/null and b/python-opencv/blog15-contours/black.png differ diff --git a/python-opencv/blog15-contours/convex.png b/python-opencv/blog15-contours/convex.png new file mode 100644 index 0000000..ad58432 Binary files /dev/null and b/python-opencv/blog15-contours/convex.png differ diff --git a/python-opencv/blog15-contours/convex.py b/python-opencv/blog15-contours/convex.py new file mode 100644 index 0000000..76e98a1 --- /dev/null +++ b/python-opencv/blog15-contours/convex.py @@ -0,0 +1,24 @@ +import cv2 as cv + +img = cv.imread("number.png") +gray_img = cv.cvtColor(img, cv.COLOR_BGR2GRAY) +# 降噪 +ret, thresh = cv.threshold(gray_img, 127, 255, 0) +# 寻找轮廓 +contours, hierarchy = cv.findContours(gray_img, cv.RETR_TREE, cv.CHAIN_APPROX_NONE) +cnt = contours[0] +# 绘制轮廓 +image = cv.cvtColor(gray_img, cv.COLOR_GRAY2BGR) +cv.drawContours(image, contours, -1, (0, 0 , 255), 2) + +# 寻找凸包,得到凸包的角点 +hull = cv.convexHull(cnt) + +# 绘制凸包 +cv.polylines(image, [hull], True, (0, 255, 0), 2) + +print(cv.isContourConvex(hull)) + +cv.imshow("image", image) +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog15-contours/drawContours.py b/python-opencv/blog15-contours/drawContours.py new file mode 100644 index 0000000..e958423 --- /dev/null +++ b/python-opencv/blog15-contours/drawContours.py @@ -0,0 +1,19 @@ +import cv2 as cv + +img = cv.imread("black.png") +gray_img = cv.cvtColor(img, cv.COLOR_BGR2GRAY) +cv.imshow("img", img) +# 降噪 +ret, thresh = cv.threshold(gray_img, 127, 255, 0) +# 寻找轮廓 +contours, hierarchy = cv.findContours(gray_img, cv.RETR_TREE, cv.CHAIN_APPROX_NONE) + +print(len(contours[0])) + +# 绘制绿色轮廓 +cv.drawContours(img, contours, -1, (0,255,0), 3) + +cv.imshow("draw", img) + +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog15-contours/findContours.py b/python-opencv/blog15-contours/findContours.py new file mode 100644 index 0000000..8c36cf6 --- /dev/null +++ b/python-opencv/blog15-contours/findContours.py @@ -0,0 +1,10 @@ +import cv2 as cv + +img = cv.imread("black.png") +gray_img = cv.cvtColor(img, cv.COLOR_BGR2GRAY) +# 降噪 +ret, thresh = cv.threshold(gray_img, 127, 255, 0) +# 寻找轮廓 +contours, hierarchy = cv.findContours(gray_img, cv.RETR_TREE, cv.CHAIN_APPROX_NONE) + +print(len(contours[0])) \ No newline at end of file diff --git a/python-opencv/blog15-contours/minEnclosingCircle.py b/python-opencv/blog15-contours/minEnclosingCircle.py new file mode 100644 index 0000000..50c6108 --- /dev/null +++ b/python-opencv/blog15-contours/minEnclosingCircle.py @@ -0,0 +1,26 @@ +import cv2 as cv + +img = cv.imread("number.png") +gray_img = cv.cvtColor(img, cv.COLOR_BGR2GRAY) +# 降噪 +ret, thresh = cv.threshold(gray_img, 127, 255, 0) +# 寻找轮廓 +contours, hierarchy = cv.findContours(gray_img, cv.RETR_TREE, cv.CHAIN_APPROX_NONE) +cnt = contours[0] + +# 绘制最小外接圆 +# (x, y), radius = cv.minEnclosingCircle(cnt) +# center = (int(x), int(y)) +# radius = int(radius) +# cv.circle(img, center, radius, (0, 255, 0), 2) +# +# cv.imshow("img", img) +# cv.waitKey(0) +# cv.destroyAllWindows() +# 绘制椭圆 +ellipse = cv.fitEllipse(cnt) +cv.ellipse(img, ellipse, (0, 255, 0), 2) + +cv.imshow("img", img) +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog15-contours/moments.py b/python-opencv/blog15-contours/moments.py new file mode 100644 index 0000000..de31d10 --- /dev/null +++ b/python-opencv/blog15-contours/moments.py @@ -0,0 +1,28 @@ +import cv2 as cv + +img = cv.imread("number.png") + +gray_img = cv.cvtColor(img, cv.COLOR_BGR2GRAY) +# 降噪 +ret, thresh = cv.threshold(gray_img, 127, 255, 0) +# 寻找轮廓 +contours, hierarchy = cv.findContours(gray_img, cv.RETR_TREE, cv.CHAIN_APPROX_NONE) + +cnt = contours[0] +# 获取图像矩 +M = cv.moments(cnt) +print(M) + +# 质心 +cx = int(M['m10'] / M['m00']) +cy = int(M['m01'] / M['m00']) + +print(f'轮廓质心为:[{cx}, {cy}]') + +# 轮廓面积 +area = cv.contourArea(cnt) +print(f'轮廓面积为:{area}') + +# 轮廓周长 +perimeter = cv.arcLength(cnt, True) +print(f'轮廓周长为:{perimeter}') \ No newline at end of file diff --git a/python-opencv/blog15-contours/number.png b/python-opencv/blog15-contours/number.png new file mode 100644 index 0000000..cc6b71e Binary files /dev/null and b/python-opencv/blog15-contours/number.png differ diff --git a/python-opencv/blog15-contours/rect.py b/python-opencv/blog15-contours/rect.py new file mode 100644 index 0000000..1fe080b --- /dev/null +++ b/python-opencv/blog15-contours/rect.py @@ -0,0 +1,29 @@ +import cv2 as cv +import numpy as np + +img = cv.imread("number.png") + +gray_img = cv.cvtColor(img, cv.COLOR_BGR2GRAY) +# 降噪 +ret, thresh = cv.threshold(gray_img, 127, 255, 0) +# 寻找轮廓 +contours, hierarchy = cv.findContours(gray_img, cv.RETR_TREE, cv.CHAIN_APPROX_NONE) + +cnt = contours[0] + +# 外接正矩形 +x, y, w, h = cv.boundingRect(cnt) +cv.rectangle(img, (x, y), (x + w, y + h), (0, 255, 0), 2) + +# 外接最小矩形 +min_rect = cv.minAreaRect(cnt) +print(min_rect) + +box = cv.boxPoints(min_rect) +box = np.int0(box) +cv.drawContours(img, [box], 0, (0, 0, 255), 2) + +cv.imshow("draw", img) + +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog16-histogram/bgr-hist.py b/python-opencv/blog16-histogram/bgr-hist.py new file mode 100644 index 0000000..e8e08a6 --- /dev/null +++ b/python-opencv/blog16-histogram/bgr-hist.py @@ -0,0 +1,15 @@ +import cv2 as cv +import matplotlib.pyplot as plt + +img = cv.imread("tiankong.jpg") +color = ('b', 'g', 'r') + +cv.imshow("img", img) +cv.waitKey(0) +cv.destroyAllWindows() + +for i, col in enumerate(color): + histr = cv.calcHist([img], [i], None, [256], [0, 256]) + plt.plot(histr, color = col) + plt.xlim([0, 256]) +plt.show() \ No newline at end of file diff --git a/python-opencv/blog16-histogram/bgr_equ.png b/python-opencv/blog16-histogram/bgr_equ.png new file mode 100644 index 0000000..86df4be Binary files /dev/null and b/python-opencv/blog16-histogram/bgr_equ.png differ diff --git a/python-opencv/blog16-histogram/calcHist.py b/python-opencv/blog16-histogram/calcHist.py new file mode 100644 index 0000000..9b31877 --- /dev/null +++ b/python-opencv/blog16-histogram/calcHist.py @@ -0,0 +1,17 @@ +import cv2 as cv +import matplotlib.pyplot as plt + +img = cv.imread("xueshan.jpg") +# 参数:原图像 通道[0]-B 掩码 BINS为256 像素范围0-255 +histB = cv.calcHist([img], [0], None, [256], [0, 255]) +histG = cv.calcHist([img], [1], None, [256], [0, 255]) +histR = cv.calcHist([img], [2], None, [256], [0, 255]) + +cv.imshow("img", img) +cv.waitKey(0) +cv.destroyAllWindows() + +plt.plot(histB, color='b') +plt.plot(histG, color='g') +plt.plot(histR, color='r') +plt.show() diff --git a/python-opencv/blog16-histogram/clahe.py b/python-opencv/blog16-histogram/clahe.py new file mode 100644 index 0000000..2d52b23 --- /dev/null +++ b/python-opencv/blog16-histogram/clahe.py @@ -0,0 +1,16 @@ +import cv2 as cv +import numpy as np + +img = cv.imread('clahe_src.jpg', 0) + +# 全局直方图均衡 +equ = cv.equalizeHist(img) + +# 自适应直方图均衡 +clahe = cv.createCLAHE(clipLimit = 2.0, tileGridSize = (8, 8)) +cl1 = clahe.apply(img) + +# 水平拼接三张图像 +result1 = np.hstack((img, equ, cl1)) + +cv.imwrite('clahe_result.jpg', result1) \ No newline at end of file diff --git a/python-opencv/blog16-histogram/clahe_result.jpg b/python-opencv/blog16-histogram/clahe_result.jpg new file mode 100644 index 0000000..37bb9d5 Binary files /dev/null and b/python-opencv/blog16-histogram/clahe_result.jpg differ diff --git a/python-opencv/blog16-histogram/clahe_src.jpg b/python-opencv/blog16-histogram/clahe_src.jpg new file mode 100644 index 0000000..91a3b1c Binary files /dev/null and b/python-opencv/blog16-histogram/clahe_src.jpg differ diff --git a/python-opencv/blog16-histogram/dahai.jpg b/python-opencv/blog16-histogram/dahai.jpg new file mode 100644 index 0000000..bb28ae3 Binary files /dev/null and b/python-opencv/blog16-histogram/dahai.jpg differ diff --git a/python-opencv/blog16-histogram/equalize.py b/python-opencv/blog16-histogram/equalize.py new file mode 100644 index 0000000..d67b1eb --- /dev/null +++ b/python-opencv/blog16-histogram/equalize.py @@ -0,0 +1,22 @@ +import cv2 as cv +import numpy as np + +img = cv.imread("dahai.jpg") +gray = cv.cvtColor(img, cv.COLOR_BGR2GRAY) + +# 灰度图均衡化 +equ = cv.equalizeHist(gray) +# 水平拼接原图和均衡图 +result1 = np.hstack((gray, equ)) +cv.imwrite('grey_equ.png', result1) + +# 彩色图像均衡化,需要分解通道 对每一个通道均衡化 +(b, g, r) = cv.split(img) +bH = cv.equalizeHist(b) +gH = cv.equalizeHist(g) +rH = cv.equalizeHist(r) +# 合并每一个通道 +equ2 = cv.merge((bH, gH, rH)) +# 水平拼接原图和均衡图 +result2 = np.hstack((img, equ2)) +cv.imwrite('bgr_equ.png', result2) \ No newline at end of file diff --git a/python-opencv/blog16-histogram/grey_equ.png b/python-opencv/blog16-histogram/grey_equ.png new file mode 100644 index 0000000..ea0987c Binary files /dev/null and b/python-opencv/blog16-histogram/grey_equ.png differ diff --git a/python-opencv/blog16-histogram/maliao.jpg b/python-opencv/blog16-histogram/maliao.jpg new file mode 100644 index 0000000..40be8d7 Binary files /dev/null and b/python-opencv/blog16-histogram/maliao.jpg differ diff --git a/python-opencv/blog16-histogram/matplotlib-hist.py b/python-opencv/blog16-histogram/matplotlib-hist.py new file mode 100644 index 0000000..025baf2 --- /dev/null +++ b/python-opencv/blog16-histogram/matplotlib-hist.py @@ -0,0 +1,11 @@ +import cv2 as cv +import matplotlib.pyplot as plt + +img = cv.imread("maliao.jpg") + +cv.imshow("img", img) +cv.waitKey(0) +cv.destroyAllWindows() + +plt.hist(img.ravel(), 256, [0, 256]) +plt.show() \ No newline at end of file diff --git a/python-opencv/blog16-histogram/tiankong.jpg b/python-opencv/blog16-histogram/tiankong.jpg new file mode 100644 index 0000000..b389cf6 Binary files /dev/null and b/python-opencv/blog16-histogram/tiankong.jpg differ diff --git a/python-opencv/blog16-histogram/xueshan.jpg b/python-opencv/blog16-histogram/xueshan.jpg new file mode 100644 index 0000000..0a69219 Binary files /dev/null and b/python-opencv/blog16-histogram/xueshan.jpg differ diff --git a/python-opencv/blog2-pixel/.gitignore b/python-opencv/blog2-pixel/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-opencv/blog2-pixel/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-opencv/blog2-pixel/demo1.py b/python-opencv/blog2-pixel/demo1.py new file mode 100644 index 0000000..42963ed --- /dev/null +++ b/python-opencv/blog2-pixel/demo1.py @@ -0,0 +1,12 @@ +import cv2 as cv + +# 灰度图像读取 +gray_img = cv.imread("maliao.jpg", cv.IMREAD_GRAYSCALE) +print(gray_img[20, 30]) + +# 显示图片 +cv.imshow("gray_img", gray_img) + +# 等待输入 +cv.waitKey() +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog2-pixel/demo2.py b/python-opencv/blog2-pixel/demo2.py new file mode 100644 index 0000000..fabaa69 --- /dev/null +++ b/python-opencv/blog2-pixel/demo2.py @@ -0,0 +1,22 @@ +import cv2 as cv + +# 彩色图像读取 +color_img = cv.imread("maliao.jpg", cv.IMREAD_COLOR) + +print(color_img[20, 30]) + +blue = color_img[20, 30, 0] +print(blue) + +green = color_img[20, 30, 1] +print(green) + +red = color_img[20, 30, 2] +print(red) + +# 显示图片 +cv.imshow("color_img", color_img) + +# 等待输入 +cv.waitKey() +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog2-pixel/demo3.py b/python-opencv/blog2-pixel/demo3.py new file mode 100644 index 0000000..e6c6ee9 --- /dev/null +++ b/python-opencv/blog2-pixel/demo3.py @@ -0,0 +1,20 @@ +import cv2 as cv + +# 灰度图像读取 +gray_img = cv.imread("maliao.jpg", cv.IMREAD_GRAYSCALE) +print(gray_img[20, 30]) +# 像素赋值 +gray_img[20, 30] = 255 +print(gray_img[20, 30]) + +# 彩色图像读取 +color_img = cv.imread("maliao.jpg", cv.IMREAD_COLOR) +print(color_img[20, 30]) +# 像素依次赋值 +color_img[20, 30, 0] = 255 +color_img[20, 30, 1] = 255 +color_img[20, 30, 2] = 255 +print(color_img[20, 30]) +# 像素一次赋值 +color_img[20, 30] = [0, 0, 0] +print(color_img[20, 30]) \ No newline at end of file diff --git a/python-opencv/blog2-pixel/demo4.py b/python-opencv/blog2-pixel/demo4.py new file mode 100644 index 0000000..d59e266 --- /dev/null +++ b/python-opencv/blog2-pixel/demo4.py @@ -0,0 +1,8 @@ +import cv2 as cv + +color_img = cv.imread("maliao.jpg", cv.IMREAD_COLOR) +color_img[50:100, 50:100] = [255, 255, 255] + +cv.imshow("color_img", color_img) +cv.waitKey() +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog2-pixel/demo5.py b/python-opencv/blog2-pixel/demo5.py new file mode 100644 index 0000000..f34eef9 --- /dev/null +++ b/python-opencv/blog2-pixel/demo5.py @@ -0,0 +1,17 @@ +import cv2 as cv + +# 读取灰度图像 +gray_img = cv.imread("maliao.jpg", cv.IMREAD_GRAYSCALE) +print(gray_img.item(20, 30)) + +# 读取彩色图像 +color_img = cv.imread("maliao.jpg", cv.IMREAD_COLOR) + +blue = color_img.item(20, 30, 0) +print(blue) + +green = color_img.item(20, 30, 1) +print(green) + +red = color_img.item(20, 30, 2) +print(red) \ No newline at end of file diff --git a/python-opencv/blog2-pixel/demo6.py b/python-opencv/blog2-pixel/demo6.py new file mode 100644 index 0000000..fa2a67f --- /dev/null +++ b/python-opencv/blog2-pixel/demo6.py @@ -0,0 +1,12 @@ +import cv2 as cv + +# 读取彩色图像 +color_img = cv.imread("maliao.jpg", cv.IMREAD_COLOR) + +print(color_img[20, 30]) + +color_img.itemset((20, 30, 0), 255) +color_img.itemset((20, 30, 1), 255) +color_img.itemset((20, 30, 2), 255) + +print(color_img[20, 30]) \ No newline at end of file diff --git a/python-opencv/blog2-pixel/demo7.py b/python-opencv/blog2-pixel/demo7.py new file mode 100644 index 0000000..ea5ce03 --- /dev/null +++ b/python-opencv/blog2-pixel/demo7.py @@ -0,0 +1,6 @@ +import cv2 as cv +from matplotlib import pyplot as plt + +img=cv.imread('maliao.jpg', cv.IMREAD_COLOR) +plt.imshow(img) +plt.show() \ No newline at end of file diff --git a/python-opencv/blog2-pixel/demo8.py b/python-opencv/blog2-pixel/demo8.py new file mode 100644 index 0000000..ddfe711 --- /dev/null +++ b/python-opencv/blog2-pixel/demo8.py @@ -0,0 +1,20 @@ +import cv2 as cv +from matplotlib import pyplot as plt + +img=cv.imread('maliao.jpg',cv.IMREAD_COLOR) + +# method1 +b,g,r=cv.split(img) +img2=cv.merge([r,g,b]) +plt.imshow(img2) +plt.show() + +# method2 +img3=img[:,:,::-1] +plt.imshow(img3) +plt.show() + +# method3 +img4=cv.cvtColor(img, cv.COLOR_BGR2RGB) +plt.imshow(img4) +plt.show() \ No newline at end of file diff --git a/python-opencv/blog2-pixel/maliao.jpg b/python-opencv/blog2-pixel/maliao.jpg new file mode 100644 index 0000000..40be8d7 Binary files /dev/null and b/python-opencv/blog2-pixel/maliao.jpg differ diff --git a/python-opencv/blog3-attribute/.gitignore b/python-opencv/blog3-attribute/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-opencv/blog3-attribute/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-opencv/blog3-attribute/demo1-shape.py b/python-opencv/blog3-attribute/demo1-shape.py new file mode 100644 index 0000000..ad5d355 --- /dev/null +++ b/python-opencv/blog3-attribute/demo1-shape.py @@ -0,0 +1,11 @@ +import cv2 as cv + +# 读取彩色图片 +color_img = cv.imread("maliao.jpg", cv.IMREAD_ANYCOLOR) + +print(color_img.shape) + +# 读取灰度图片 +gray_img = cv.imread("maliao.jpg", cv.IMREAD_GRAYSCALE) + +print(gray_img.shape) \ No newline at end of file diff --git a/python-opencv/blog3-attribute/demo2-size.py b/python-opencv/blog3-attribute/demo2-size.py new file mode 100644 index 0000000..83c2a8c --- /dev/null +++ b/python-opencv/blog3-attribute/demo2-size.py @@ -0,0 +1,11 @@ +import cv2 as cv + +# 读取彩色图片 +color_img = cv.imread("maliao.jpg", cv.IMREAD_ANYCOLOR) + +print(color_img.size) + +# 读取灰度图片 +gray_img = cv.imread("maliao.jpg", cv.IMREAD_GRAYSCALE) + +print(gray_img.size) \ No newline at end of file diff --git a/python-opencv/blog3-attribute/demo3-dtype.py b/python-opencv/blog3-attribute/demo3-dtype.py new file mode 100644 index 0000000..1720a5a --- /dev/null +++ b/python-opencv/blog3-attribute/demo3-dtype.py @@ -0,0 +1,11 @@ +import cv2 as cv + +# 读取彩色图片 +color_img = cv.imread("maliao.jpg", cv.IMREAD_ANYCOLOR) + +print(color_img.dtype) + +# 读取灰度图片 +gray_img = cv.imread("maliao.jpg", cv.IMREAD_GRAYSCALE) + +print(gray_img.dtype) \ No newline at end of file diff --git a/python-opencv/blog3-attribute/demo4-roi.py b/python-opencv/blog3-attribute/demo4-roi.py new file mode 100644 index 0000000..235ffbe --- /dev/null +++ b/python-opencv/blog3-attribute/demo4-roi.py @@ -0,0 +1,15 @@ +import cv2 as cv + +img = cv.imread("maliao.jpg", cv.IMREAD_UNCHANGED) + +face = img[10:175, 100:260] + +# 原始图像显示 +cv.imshow("demo", img) + +# 马里奥的脸显示 +cv.imshow("face", face) + +#等待显示 +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog3-attribute/demo5-roi.py b/python-opencv/blog3-attribute/demo5-roi.py new file mode 100644 index 0000000..3aa5950 --- /dev/null +++ b/python-opencv/blog3-attribute/demo5-roi.py @@ -0,0 +1,15 @@ +import cv2 as cv + +img = cv.imread("maliao.jpg", cv.IMREAD_UNCHANGED) + +# 获取 ROI 区域 +face = img[10:175, 100:260] +# 图像赋值 +img[0:165, 0:160] = face + +# 原始图像显示 +cv.imshow("demo", img) + +#等待显示 +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog3-attribute/demo6-split.py b/python-opencv/blog3-attribute/demo6-split.py new file mode 100644 index 0000000..55a1680 --- /dev/null +++ b/python-opencv/blog3-attribute/demo6-split.py @@ -0,0 +1,20 @@ +import cv2 as cv + +img = cv.imread("maliao.jpg", cv.IMREAD_UNCHANGED) + +# 拆分通道 +b, g, r = cv.split(img) + +# 拆分通道使用 numpy 索引 +# b = img[:, :, 0] +# g = img[:, :, 1] +# r = img[:, :, 2] + +# 分别显示三个通道的图像 +cv.imshow("B", b) +cv.imshow("G", g) +cv.imshow("R", r) + +# 等待显示 +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog3-attribute/demo7-merge.py b/python-opencv/blog3-attribute/demo7-merge.py new file mode 100644 index 0000000..577b3d0 --- /dev/null +++ b/python-opencv/blog3-attribute/demo7-merge.py @@ -0,0 +1,15 @@ +import cv2 as cv + +img = cv.imread("maliao.jpg", cv.IMREAD_UNCHANGED) + +# 拆分通道 +b, g, r = cv.split(img) + +# 合并图像通道 +m = cv.merge([b, g, r]) + +cv.imshow('merge', m) + +# 等待显示 +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog3-attribute/demo8-merge.py b/python-opencv/blog3-attribute/demo8-merge.py new file mode 100644 index 0000000..abfd044 --- /dev/null +++ b/python-opencv/blog3-attribute/demo8-merge.py @@ -0,0 +1,20 @@ +import cv2 as cv +import numpy as np + +# 读取图片 +img = cv.imread("maliao.jpg", cv.IMREAD_UNCHANGED) +rows, cols, chn = img.shape + +# 拆分通道 +b = img[:, :, 0] +g = np.zeros((rows,cols), dtype=img.dtype) +r = np.zeros((rows,cols), dtype=img.dtype) + +# 合并图像通道 +m = cv.merge([b, g, r]) + +cv.imshow('merge', m) + +# 等待显示 +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog3-attribute/maliao.jpg b/python-opencv/blog3-attribute/maliao.jpg new file mode 100644 index 0000000..40be8d7 Binary files /dev/null and b/python-opencv/blog3-attribute/maliao.jpg differ diff --git a/python-opencv/blog4-calculate/.gitignore b/python-opencv/blog4-calculate/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-opencv/blog4-calculate/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-opencv/blog4-calculate/demo-add.py b/python-opencv/blog4-calculate/demo-add.py new file mode 100644 index 0000000..1520dc9 --- /dev/null +++ b/python-opencv/blog4-calculate/demo-add.py @@ -0,0 +1,21 @@ +import cv2 as cv + +# 读取图像 +img = cv.imread("maliao.jpg", cv.IMREAD_UNCHANGED) + +test = img + +# Numpy 加法 +result1 = img + test + +# OpenCV 加法 +result2 = cv.add(img, test) + +# 显示图像 +cv.imshow("img", img) +cv.imshow("result1", result1) +cv.imshow("result2", result2) + +# 等待显示 +cv.waitKey() +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog4-calculate/demo-addWeighted.py b/python-opencv/blog4-calculate/demo-addWeighted.py new file mode 100644 index 0000000..7dcbf25 --- /dev/null +++ b/python-opencv/blog4-calculate/demo-addWeighted.py @@ -0,0 +1,17 @@ +import cv2 as cv + +# 读取图像 +img1 = cv.imread("maliao.jpg", cv.IMREAD_UNCHANGED) +img2 = cv.imread("rain.jpg", cv.IMREAD_UNCHANGED) + +# 图像融合 +img = cv.addWeighted(img1, 0.4, img2, 0.6, 10) + +# 显示图像 +cv.imshow("img1", img1) +cv.imshow("img2", img2) +cv.imshow("img", img) + +# 等待显示 +cv.waitKey() +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog4-calculate/demo-cvt.py b/python-opencv/blog4-calculate/demo-cvt.py new file mode 100644 index 0000000..62c0e3f --- /dev/null +++ b/python-opencv/blog4-calculate/demo-cvt.py @@ -0,0 +1,15 @@ +import cv2 as cv + +# 读取图像 +img = cv.imread("maliao.jpg", cv.IMREAD_UNCHANGED) + +# 图像类型转换 +result = cv.cvtColor(img, cv.COLOR_RGB2GRAY) + +# 图像展示 +cv.imshow("img", img) +cv.imshow("result", result) + +# 等待显示 +cv.waitKey() +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog4-calculate/demo-flag.py b/python-opencv/blog4-calculate/demo-flag.py new file mode 100644 index 0000000..03e75c9 --- /dev/null +++ b/python-opencv/blog4-calculate/demo-flag.py @@ -0,0 +1,5 @@ +import cv2 as cv + +flags = [i for i in dir(cv) if i.startswith('COLOR_')] + +print(flags) \ No newline at end of file diff --git a/python-opencv/blog4-calculate/maliao.jpg b/python-opencv/blog4-calculate/maliao.jpg new file mode 100644 index 0000000..40be8d7 Binary files /dev/null and b/python-opencv/blog4-calculate/maliao.jpg differ diff --git a/python-opencv/blog4-calculate/rain.jpg b/python-opencv/blog4-calculate/rain.jpg new file mode 100644 index 0000000..0a56fdc Binary files /dev/null and b/python-opencv/blog4-calculate/rain.jpg differ diff --git a/python-opencv/blog5-resize/.gitignore b/python-opencv/blog5-resize/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-opencv/blog5-resize/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-opencv/blog5-resize/demo-flip.py b/python-opencv/blog5-resize/demo-flip.py new file mode 100644 index 0000000..ea9b290 --- /dev/null +++ b/python-opencv/blog5-resize/demo-flip.py @@ -0,0 +1,25 @@ +import cv2 as cv +import matplotlib.pyplot as plt + +# 读取图片 由 GBR 转 RGB +img = cv.imread('maliao.jpg') +src = cv.cvtColor(img, cv.COLOR_BGR2RGB) + +# 图像翻转 +# flipCode 为 0 ,则以 X 轴为对称轴翻转,如果 fliipCode > 0 则以 Y 轴为对称轴翻转,如果 flipCode < 0 则在 X 轴、 Y 轴方向同时翻转。 +img1 = cv.flip(src, 0) +img2 = cv.flip(src, 1) +img3 = cv.flip(src, -1) + +# plt 显示图形 +titles = ['Source', 'Img1', 'Img2', 'Img3'] +images = [src, img1, img2, img3] + +for i in range(4): + plt.subplot(2, 2, i + 1) + plt.imshow(images[i]) + plt.title(titles[i]) + plt.xticks([]) + plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog5-resize/demo-matrix2D.py b/python-opencv/blog5-resize/demo-matrix2D.py new file mode 100644 index 0000000..a128600 --- /dev/null +++ b/python-opencv/blog5-resize/demo-matrix2D.py @@ -0,0 +1,21 @@ +import cv2 as cv + +#读取图片 +src = cv.imread('maliao.jpg') + +# 原图的高、宽 +rows, cols = src.shape[:2] + +# 绕图像的中心旋转 +# 参数:旋转中心 旋转度数 scale +M = cv.getRotationMatrix2D((cols/2, rows/2), 90, 1) +# +dst = cv.warpAffine(src, M, (cols, rows)) + +# 显示图像 +cv.imshow("src", src) +cv.imshow("dst", dst) + +# 等待显示 +cv.waitKey() +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog5-resize/demo-resize-fxfy.py b/python-opencv/blog5-resize/demo-resize-fxfy.py new file mode 100644 index 0000000..ef63bed --- /dev/null +++ b/python-opencv/blog5-resize/demo-resize-fxfy.py @@ -0,0 +1,17 @@ +import cv2 as cv + +#读取图片 +src = cv.imread('maliao.jpg') +print(src.shape) + +#图像缩放 +result = cv.resize(src, None, fx=0.5, fy=0.5) +print(result.shape) + +#显示图像 +cv.imshow("src", src) +cv.imshow("result", result) + +#等待显示 +cv.waitKey() +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog5-resize/demo-resize-scale.py b/python-opencv/blog5-resize/demo-resize-scale.py new file mode 100644 index 0000000..276d1d7 --- /dev/null +++ b/python-opencv/blog5-resize/demo-resize-scale.py @@ -0,0 +1,20 @@ +import cv2 as cv + +# 设定比例 +scale = 0.5 + +#读取图片 +src = cv.imread('maliao.jpg') +rows, cols = src.shape[:2] + +#图像缩放 +result = cv.resize(src, ((int(cols * scale), int(rows * scale)))) +print(result.shape) + +#显示图像 +cv.imshow("src", src) +cv.imshow("result", result) + +#等待显示 +cv.waitKey() +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog5-resize/demo-resize.py b/python-opencv/blog5-resize/demo-resize.py new file mode 100644 index 0000000..b9e649b --- /dev/null +++ b/python-opencv/blog5-resize/demo-resize.py @@ -0,0 +1,17 @@ +import cv2 as cv + +#读取图片 +src = cv.imread('maliao.jpg') +print(src.shape) + +#图像缩放 +result = cv.resize(src, (300, 150)) +print(result.shape) + +#显示图像 +cv.imshow("src", src) +cv.imshow("result", result) + +#等待显示 +cv.waitKey() +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog5-resize/demo-warpAffine.py b/python-opencv/blog5-resize/demo-warpAffine.py new file mode 100644 index 0000000..0ea9f46 --- /dev/null +++ b/python-opencv/blog5-resize/demo-warpAffine.py @@ -0,0 +1,22 @@ +import cv2 as cv +import numpy as np + +#读取图片 +src = cv.imread('maliao.jpg') +rows, cols = src.shape[:2] + +# 定义移动距离 +tx = 50 +ty = 100 + +# 生成 M 矩阵 +affine = np.float32([[1, 0, tx], [0, 1, ty]]) +dst = cv.warpAffine(src, affine, (cols, rows)) + +# 显示图像 +cv.imshow('src', src) +cv.imshow("dst", dst) + +# 等待显示 +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog5-resize/flip_1.png b/python-opencv/blog5-resize/flip_1.png new file mode 100644 index 0000000..d3eabf3 Binary files /dev/null and b/python-opencv/blog5-resize/flip_1.png differ diff --git a/python-opencv/blog5-resize/maliao.jpg b/python-opencv/blog5-resize/maliao.jpg new file mode 100644 index 0000000..40be8d7 Binary files /dev/null and b/python-opencv/blog5-resize/maliao.jpg differ diff --git a/python-opencv/blog6-threshold/.gitignore b/python-opencv/blog6-threshold/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-opencv/blog6-threshold/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-opencv/blog6-threshold/demo-binary-inv.py b/python-opencv/blog6-threshold/demo-binary-inv.py new file mode 100644 index 0000000..c55460a --- /dev/null +++ b/python-opencv/blog6-threshold/demo-binary-inv.py @@ -0,0 +1,17 @@ +import cv2 as cv + +src = cv.imread("maliao.jpg") + +# BGR 图像转灰度 +gray_img = cv.cvtColor(src, cv.COLOR_BGR2GRAY) + +# 二值图像处理 +r, b = cv.threshold(gray_img, 127, 255, cv.THRESH_BINARY_INV) + +# 显示图像 +cv.imshow("src", src) +cv.imshow("result", b) + +# 等待显示 +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog6-threshold/demo-binary.py b/python-opencv/blog6-threshold/demo-binary.py new file mode 100644 index 0000000..dbed847 --- /dev/null +++ b/python-opencv/blog6-threshold/demo-binary.py @@ -0,0 +1,17 @@ +import cv2 as cv + +src = cv.imread("maliao.jpg") + +# BGR 图像转灰度 +gray_img = cv.cvtColor(src, cv.COLOR_BGR2GRAY) + +# 二值图像处理 +r, b = cv.threshold(gray_img, 127, 255, cv.THRESH_BINARY) + +# 显示图像 +cv.imshow("src", src) +cv.imshow("result", b) + +# 等待显示 +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog6-threshold/demo-quanjiafu.py b/python-opencv/blog6-threshold/demo-quanjiafu.py new file mode 100644 index 0000000..64a7a40 --- /dev/null +++ b/python-opencv/blog6-threshold/demo-quanjiafu.py @@ -0,0 +1,27 @@ +import cv2 as cv +import numpy as np +import matplotlib.pyplot as plt + +# 读取图像 +img=cv.imread('maliao.jpg') +lenna_img = cv.cvtColor(img,cv.COLOR_BGR2RGB) +gray_img=cv.cvtColor(img,cv.COLOR_BGR2GRAY) + +# 阈值化处理 +ret1, thresh1=cv.threshold(gray_img, 127, 255, cv.THRESH_BINARY) +ret2, thresh2=cv.threshold(gray_img, 127, 255, cv.THRESH_BINARY_INV) +ret3, thresh3=cv.threshold(gray_img, 127, 255, cv.THRESH_TRUNC) +ret4, thresh4=cv.threshold(gray_img, 127, 255, cv.THRESH_TOZERO) +ret5, thresh5=cv.threshold(gray_img, 127, 255, cv.THRESH_TOZERO_INV) + +# 显示结果 +titles = ['Gray Img','BINARY','BINARY_INV','TRUNC','TOZERO','TOZERO_INV'] +images = [gray_img, thresh1, thresh2, thresh3, thresh4, thresh5] + +# matplotlib 绘图 +for i in range(6): + plt.subplot(2, 3, i+1), plt.imshow(images[i],'gray') + plt.title(titles[i]) + plt.xticks([]),plt.yticks([]) + +plt.show() diff --git a/python-opencv/blog6-threshold/demo-tozero-inv.py b/python-opencv/blog6-threshold/demo-tozero-inv.py new file mode 100644 index 0000000..fdb464b --- /dev/null +++ b/python-opencv/blog6-threshold/demo-tozero-inv.py @@ -0,0 +1,17 @@ +import cv2 as cv + +src = cv.imread("maliao.jpg") + +# BGR 图像转灰度 +gray_img = cv.cvtColor(src, cv.COLOR_BGR2GRAY) + +# 二值图像处理 +r, b = cv.threshold(gray_img, 127, 255, cv.THRESH_TOZERO_INV) + +# 显示图像 +cv.imshow("src", src) +cv.imshow("result", b) + +# 等待显示 +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog6-threshold/demo-tozero.py b/python-opencv/blog6-threshold/demo-tozero.py new file mode 100644 index 0000000..1bf64f6 --- /dev/null +++ b/python-opencv/blog6-threshold/demo-tozero.py @@ -0,0 +1,17 @@ +import cv2 as cv + +src = cv.imread("maliao.jpg") + +# BGR 图像转灰度 +gray_img = cv.cvtColor(src, cv.COLOR_BGR2GRAY) + +# 二值图像处理 +r, b = cv.threshold(gray_img, 127, 255, cv.THRESH_TOZERO) + +# 显示图像 +cv.imshow("src", src) +cv.imshow("result", b) + +# 等待显示 +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog6-threshold/demo-trunc.py b/python-opencv/blog6-threshold/demo-trunc.py new file mode 100644 index 0000000..8474888 --- /dev/null +++ b/python-opencv/blog6-threshold/demo-trunc.py @@ -0,0 +1,17 @@ +import cv2 as cv + +src = cv.imread("maliao.jpg") + +# BGR 图像转灰度 +gray_img = cv.cvtColor(src, cv.COLOR_BGR2GRAY) + +# 二值图像处理 +r, b = cv.threshold(gray_img, 127, 255, cv.THRESH_TRUNC) + +# 显示图像 +cv.imshow("src", src) +cv.imshow("result", b) + +# 等待显示 +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog6-threshold/maliao.jpg b/python-opencv/blog6-threshold/maliao.jpg new file mode 100644 index 0000000..40be8d7 Binary files /dev/null and b/python-opencv/blog6-threshold/maliao.jpg differ diff --git a/python-opencv/blog7-blur/.gitignore b/python-opencv/blog7-blur/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-opencv/blog7-blur/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-opencv/blog7-blur/demo-bilateralfilter.py b/python-opencv/blog7-blur/demo-bilateralfilter.py new file mode 100644 index 0000000..1ed66fd --- /dev/null +++ b/python-opencv/blog7-blur/demo-bilateralfilter.py @@ -0,0 +1,20 @@ +import cv2 as cv +import matplotlib.pyplot as plt + +# 读取图片 +img = cv.imread('maliao_noise.jpg') +source = cv.cvtColor(img, cv.COLOR_BGR2RGB) + +# 方框滤波 +result = cv.bilateralFilter(source, 3) + +# 显示图形 +titles = ['Source Image', 'medianBlur Image'] +images = [source, result] + +for i in range(2): + plt.subplot(1, 2, i + 1), plt.imshow(images[i], 'gray') + plt.title(titles[i]) + plt.xticks([]), plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog7-blur/demo-blur.py b/python-opencv/blog7-blur/demo-blur.py new file mode 100644 index 0000000..410ae41 --- /dev/null +++ b/python-opencv/blog7-blur/demo-blur.py @@ -0,0 +1,22 @@ +import cv2 as cv +import matplotlib.pyplot as plt + +# 读取图片 +img = cv.imread("maliao_noise.jpg", cv.IMREAD_UNCHANGED) +rgb_img = cv.cvtColor(img, cv.COLOR_BGR2RGB) + +# 均值滤波 +blur_img = cv.blur(rgb_img, (3, 3)) +# blur_img = cv.blur(img, (5, 5)) +# blur_img = cv.blur(img, (10, 10)) +# blur_img = cv.blur(img, (20, 20)) + +titles = ['Source Image', 'Blur Image'] +images = [rgb_img, blur_img] + +for i in range(2): + plt.subplot(1, 2, i + 1), plt.imshow(images[i], 'gray') + plt.title(titles[i]) + plt.xticks([]), plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog7-blur/demo-boxfilter.py b/python-opencv/blog7-blur/demo-boxfilter.py new file mode 100644 index 0000000..a666d91 --- /dev/null +++ b/python-opencv/blog7-blur/demo-boxfilter.py @@ -0,0 +1,20 @@ +import cv2 as cv +import matplotlib.pyplot as plt + +# 读取图片 +img = cv.imread('maliao_noise.jpg') +source = cv.cvtColor(img, cv.COLOR_BGR2RGB) + +# 方框滤波 +result = cv.boxFilter(source, -1, (5, 5), normalize=0) + +# 显示图形 +titles = ['Source Image', 'BoxFilter Image'] +images = [source, result] + +for i in range(2): + plt.subplot(1, 2, i + 1), plt.imshow(images[i], 'gray') + plt.title(titles[i]) + plt.xticks([]), plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog7-blur/demo-filter2D.py b/python-opencv/blog7-blur/demo-filter2D.py new file mode 100644 index 0000000..5a13e9e --- /dev/null +++ b/python-opencv/blog7-blur/demo-filter2D.py @@ -0,0 +1,21 @@ +import numpy as np +import cv2 as cv +from matplotlib import pyplot as plt + +# 读取图片 +img = cv.imread("maliao_noise.jpg", cv.IMREAD_UNCHANGED) +rgb_img = cv.cvtColor(img, cv.COLOR_BGR2RGB) + +kernel = np.ones((5,5),np.float32)/25 + +dst = cv.filter2D(rgb_img, -1, kernel) + +titles = ['Source Image', 'filter2D Image'] +images = [rgb_img, dst] + +for i in range(2): + plt.subplot(1, 2, i + 1), plt.imshow(images[i], 'gray') + plt.title(titles[i]) + plt.xticks([]), plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog7-blur/demo-gaussianblur.py b/python-opencv/blog7-blur/demo-gaussianblur.py new file mode 100644 index 0000000..c4b6eec --- /dev/null +++ b/python-opencv/blog7-blur/demo-gaussianblur.py @@ -0,0 +1,20 @@ +import cv2 as cv +import matplotlib.pyplot as plt + +# 读取图片 +img = cv.imread('maliao_noise.jpg') +source = cv.cvtColor(img, cv.COLOR_BGR2RGB) + +# 方框滤波 +result = cv.GaussianBlur(source, (3, 3), 0) + +# 显示图形 +titles = ['Source Image', 'GaussianBlur Image'] +images = [source, result] + +for i in range(2): + plt.subplot(1, 2, i + 1), plt.imshow(images[i], 'gray') + plt.title(titles[i]) + plt.xticks([]), plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog7-blur/demo-medianblur.py b/python-opencv/blog7-blur/demo-medianblur.py new file mode 100644 index 0000000..bfd0928 --- /dev/null +++ b/python-opencv/blog7-blur/demo-medianblur.py @@ -0,0 +1,20 @@ +import cv2 as cv +import matplotlib.pyplot as plt + +# 读取图片 +img = cv.imread('maliao_noise.jpg') +source = cv.cvtColor(img, cv.COLOR_BGR2RGB) + +# 方框滤波 +result = cv.medianBlur(source, 3) + +# 显示图形 +titles = ['Source Image', 'medianBlur Image'] +images = [source, result] + +for i in range(2): + plt.subplot(1, 2, i + 1), plt.imshow(images[i], 'gray') + plt.title(titles[i]) + plt.xticks([]), plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog7-blur/demo-noise.py b/python-opencv/blog7-blur/demo-noise.py new file mode 100644 index 0000000..e761b18 --- /dev/null +++ b/python-opencv/blog7-blur/demo-noise.py @@ -0,0 +1,21 @@ +import cv2 as cv +import numpy as np + +# 读取图片 +img = cv.imread("maliao.jpg", cv.IMREAD_UNCHANGED) +rows, cols, chn = img.shape + +# 加噪声 +for i in range(5000): + x = np.random.randint(0, rows) + y = np.random.randint(0, cols) + img[x, y, :] = 255 + +cv.imshow("noise", img) + +# 图像保存 +cv.imwrite("maliao_noise.jpg", img) + +# 等待显示 +cv.waitKey() +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog7-blur/maliao.jpg b/python-opencv/blog7-blur/maliao.jpg new file mode 100644 index 0000000..40be8d7 Binary files /dev/null and b/python-opencv/blog7-blur/maliao.jpg differ diff --git a/python-opencv/blog7-blur/maliao_noise.jpg b/python-opencv/blog7-blur/maliao_noise.jpg new file mode 100644 index 0000000..5e89627 Binary files /dev/null and b/python-opencv/blog7-blur/maliao_noise.jpg differ diff --git a/python-opencv/blog8-erode/.gitignore b/python-opencv/blog8-erode/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-opencv/blog8-erode/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-opencv/blog8-erode/demo-dilate.py b/python-opencv/blog8-erode/demo-dilate.py new file mode 100644 index 0000000..f664ee2 --- /dev/null +++ b/python-opencv/blog8-erode/demo-dilate.py @@ -0,0 +1,19 @@ +import cv2 as cv +import numpy as np + +# 图像读取 +source = cv.imread("demo.png", cv.IMREAD_GRAYSCALE) + +# 设置卷积核 +kernel = np.ones((5, 5),np.uint8) + +# 进行图像膨胀,默认迭代 1 次 +dst = cv.dilate(source, kernel) + +# 图像显示 +cv.imshow("source", source) +cv.imshow("dst", dst) + +# 等待操作 +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog8-erode/demo-erode.py b/python-opencv/blog8-erode/demo-erode.py new file mode 100644 index 0000000..5a2e086 --- /dev/null +++ b/python-opencv/blog8-erode/demo-erode.py @@ -0,0 +1,19 @@ +import cv2 as cv +import numpy as np + +# 图像读取 +source = cv.imread("test.png", cv.IMREAD_GRAYSCALE) + +# 设置卷积核 +kernel = np.ones((5, 5),np.uint8) + +# 进行图像腐蚀,默认迭代 1 次 +dst = cv.erode(source, kernel, iterations=5) + +# 图像显示 +cv.imshow("source", source) +cv.imshow("dst", dst) + +# 等待操作 +cv.waitKey(0) +cv.destroyAllWindows() \ No newline at end of file diff --git a/python-opencv/blog8-erode/demo.png b/python-opencv/blog8-erode/demo.png new file mode 100644 index 0000000..969294c Binary files /dev/null and b/python-opencv/blog8-erode/demo.png differ diff --git a/python-opencv/blog8-erode/quanjiafu.png b/python-opencv/blog8-erode/quanjiafu.png new file mode 100644 index 0000000..6d6dd60 Binary files /dev/null and b/python-opencv/blog8-erode/quanjiafu.png differ diff --git a/python-opencv/blog8-erode/quanjiafu.py b/python-opencv/blog8-erode/quanjiafu.py new file mode 100644 index 0000000..0211a71 --- /dev/null +++ b/python-opencv/blog8-erode/quanjiafu.py @@ -0,0 +1,27 @@ +import cv2 as cv +import matplotlib.pyplot as plt +import numpy as np + +# 读取图像 +source = cv.imread('demo.png', cv.IMREAD_GRAYSCALE) + +# 设置卷积核 +kernel = np.ones((5, 5),np.uint8) + +# 图像腐蚀 +erode_img = cv.erode(source, kernel) + +# 图像膨胀 +dilate_result = cv.dilate(source, kernel) + +# 显示结果 +titles = ['Source Img','Erode Img','Dilate Img'] +images = [source, erode_img, dilate_result] + +# matplotlib 绘图 +for i in range(3): + plt.subplot(1, 3, i+1), plt.imshow(images[i],'gray') + plt.title(titles[i]) + plt.xticks([]),plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog8-erode/test.png b/python-opencv/blog8-erode/test.png new file mode 100644 index 0000000..c36732b Binary files /dev/null and b/python-opencv/blog8-erode/test.png differ diff --git a/python-opencv/blog9-open/.gitignore b/python-opencv/blog9-open/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-opencv/blog9-open/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-opencv/blog9-open/demo-close-1.py b/python-opencv/blog9-open/demo-close-1.py new file mode 100644 index 0000000..789bc03 --- /dev/null +++ b/python-opencv/blog9-open/demo-close-1.py @@ -0,0 +1,24 @@ +import cv2 as cv +import numpy as np +import matplotlib.pyplot as plt + +# 读取图片 +source = cv.imread("demo_noise_black.jpg", cv.IMREAD_GRAYSCALE) + +# 设置卷积核 +kernel = np.ones((5, 5),np.uint8) + +# 图像闭运算 +dst = cv.morphologyEx(source, cv.MORPH_CLOSE, kernel) + +# 显示结果 +titles = ['Source Img','Dst Img'] +images = [source, dst] + +# matplotlib 绘图 +for i in range(2): + plt.subplot(1, 2, i+1), plt.imshow(images[i],'gray') + plt.title(titles[i]) + plt.xticks([]),plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog9-open/demo-close.py b/python-opencv/blog9-open/demo-close.py new file mode 100644 index 0000000..299a2e8 --- /dev/null +++ b/python-opencv/blog9-open/demo-close.py @@ -0,0 +1,27 @@ +import cv2 as cv +import numpy as np +import matplotlib.pyplot as plt + +# 读取图片 +source = cv.imread("demo_noise_black.jpg", cv.IMREAD_GRAYSCALE) + +# 设置卷积核 +kernel = np.ones((5, 5),np.uint8) + +# 图像膨胀 +dilate_result = cv.dilate(source, kernel) + +# 图像腐蚀 +erode_img = cv.erode(dilate_result, kernel) + +# 显示结果 +titles = ['Source Img','Dilate Img','Erode Img'] +images = [source, dilate_result, erode_img] + +# matplotlib 绘图 +for i in range(3): + plt.subplot(1, 3, i+1), plt.imshow(images[i],'gray') + plt.title(titles[i]) + plt.xticks([]),plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog9-open/demo-gradient-1.py b/python-opencv/blog9-open/demo-gradient-1.py new file mode 100644 index 0000000..a290ecd --- /dev/null +++ b/python-opencv/blog9-open/demo-gradient-1.py @@ -0,0 +1,24 @@ +import cv2 as cv +import numpy as np +import matplotlib.pyplot as plt + +# 读取图片 +source = cv.imread("demo.png", cv.IMREAD_GRAYSCALE) + +# 设置卷积核 +kernel = np.ones((5, 5), np.uint8) + +# 图像梯度运算 +dst = cv.morphologyEx(source, cv.MORPH_GRADIENT, kernel) + +# 显示结果 +titles = ['Source Img','Dst Img'] +images = [source, dst] + +# matplotlib 绘图 +for i in range(2): + plt.subplot(1, 2, i+1), plt.imshow(images[i],'gray') + plt.title(titles[i]) + plt.xticks([]),plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog9-open/demo-gradient.py b/python-opencv/blog9-open/demo-gradient.py new file mode 100644 index 0000000..d6e59c1 --- /dev/null +++ b/python-opencv/blog9-open/demo-gradient.py @@ -0,0 +1,30 @@ +import cv2 as cv +import numpy as np +import matplotlib.pyplot as plt + +# 读取图片 +source = cv.imread("demo.png", cv.IMREAD_GRAYSCALE) + +# 设置卷积核 +kernel = np.ones((5, 5), np.uint8) + +# 图像膨胀 +dilate = cv.morphologyEx(source, cv.MORPH_DILATE, kernel) + +# 图像腐蚀 +erode = cv.morphologyEx(source, cv.MORPH_ERODE, kernel) + +# 图像梯度运算 +gradient = cv.morphologyEx(source, cv.MORPH_GRADIENT, kernel) + +# 显示结果 +titles = ['Source Img', 'Dilate Img', 'Erode Img', 'Gradient Img'] +images = [source, dilate, erode, gradient] + +# matplotlib 绘图 +for i in range(4): + plt.subplot(1, 4, i+1), plt.imshow(images[i],'gray') + plt.title(titles[i]) + plt.xticks([]),plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog9-open/demo-noise.py b/python-opencv/blog9-open/demo-noise.py new file mode 100644 index 0000000..580476c --- /dev/null +++ b/python-opencv/blog9-open/demo-noise.py @@ -0,0 +1,44 @@ +import cv2 as cv +import numpy as np +import matplotlib.pyplot as plt + +# 读取图片 +img = cv.imread("demo.png", cv.IMREAD_UNCHANGED) +source = cv.cvtColor(img, cv.COLOR_BGR2RGB) +rows, cols, chn = source.shape + +# 加噪声-白点噪声 +for i in range(500): + x = np.random.randint(0, rows) + y = np.random.randint(0, cols) + source[x, y, :] = 255 + +# 图像保存 白点噪声图像 +cv.imwrite("demo_noise_white.jpg", source) +print("白点噪声添加完成") + +# 重新读取图像 +img1 = cv.imread("demo.png", cv.IMREAD_UNCHANGED) +source1 = cv.cvtColor(img1, cv.COLOR_BGR2RGB) + +# 加噪声-黑点噪声 +for i in range(1000): + x = np.random.randint(0, rows) + y = np.random.randint(0, cols) + source1[x, y, :] = 0 + +# 图像保存 黑点噪声图像 +cv.imwrite("demo_noise_black.jpg", source1) +print("黑点噪声添加完成") + +# 显示结果 +titles = ['White Img','Black Img'] +images = [source, source1] + +# matplotlib 绘图 +for i in range(2): + plt.subplot(1, 2, i+1), plt.imshow(images[i],'gray') + plt.title(titles[i]) + plt.xticks([]),plt.yticks([]) + +plt.show() diff --git a/python-opencv/blog9-open/demo-open-1.py b/python-opencv/blog9-open/demo-open-1.py new file mode 100644 index 0000000..91b25da --- /dev/null +++ b/python-opencv/blog9-open/demo-open-1.py @@ -0,0 +1,24 @@ +import cv2 as cv +import numpy as np +import matplotlib.pyplot as plt + +# 读取图片 +source = cv.imread("demo_noise_white.jpg", cv.IMREAD_GRAYSCALE) + +# 设置卷积核 +kernel = np.ones((5, 5),np.uint8) + +#图像开运算 +dst = cv.morphologyEx(source, cv.MORPH_OPEN, kernel) + +# 显示结果 +titles = ['Source Img','Dst Img'] +images = [source, dst] + +# matplotlib 绘图 +for i in range(2): + plt.subplot(1, 2, i+1), plt.imshow(images[i],'gray') + plt.title(titles[i]) + plt.xticks([]),plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog9-open/demo-open.py b/python-opencv/blog9-open/demo-open.py new file mode 100644 index 0000000..f111321 --- /dev/null +++ b/python-opencv/blog9-open/demo-open.py @@ -0,0 +1,27 @@ +import cv2 as cv +import numpy as np +import matplotlib.pyplot as plt + +# 读取图片 +source = cv.imread("demo_noise_white.jpg", cv.IMREAD_GRAYSCALE) + +# 设置卷积核 +kernel = np.ones((5, 5),np.uint8) + +# 图像腐蚀 +erode_img = cv.erode(source, kernel) + +# 图像膨胀 +dilate_result = cv.dilate(erode_img, kernel) + +# 显示结果 +titles = ['Source Img','Erode Img','Dilate Img'] +images = [source, erode_img, dilate_result] + +# matplotlib 绘图 +for i in range(3): + plt.subplot(1, 3, i+1), plt.imshow(images[i],'gray') + plt.title(titles[i]) + plt.xticks([]),plt.yticks([]) + +plt.show() \ No newline at end of file diff --git a/python-opencv/blog9-open/demo.png b/python-opencv/blog9-open/demo.png new file mode 100644 index 0000000..969294c Binary files /dev/null and b/python-opencv/blog9-open/demo.png differ diff --git a/python-opencv/blog9-open/demo_noise_black.jpg b/python-opencv/blog9-open/demo_noise_black.jpg new file mode 100644 index 0000000..3617837 Binary files /dev/null and b/python-opencv/blog9-open/demo_noise_black.jpg differ diff --git a/python-opencv/blog9-open/demo_noise_white.jpg b/python-opencv/blog9-open/demo_noise_white.jpg new file mode 100644 index 0000000..889baa3 Binary files /dev/null and b/python-opencv/blog9-open/demo_noise_white.jpg differ diff --git a/python-spider/aiohttp-demo/.gitignore b/python-spider/aiohttp-demo/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-spider/aiohttp-demo/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-spider/aiohttp-demo/aio-basic-demo.py b/python-spider/aiohttp-demo/aio-basic-demo.py new file mode 100644 index 0000000..1a56a2a --- /dev/null +++ b/python-spider/aiohttp-demo/aio-basic-demo.py @@ -0,0 +1,29 @@ +import aiohttp +import asyncio + +async def aio_1(): + async with aiohttp.ClientSession() as session: + async with session.get('https://www.baidu.com/') as resp: + print(resp.status) + # print(await resp.text()) + +loop = asyncio.get_event_loop() +loop.run_until_complete(aio_1()) + +async def aio_2(): + async with aiohttp.ClientSession() as session: + async with session.get('https://www.geekdigging.com/') as resp: + print(resp.status) + print(await resp.text()) + +loop = asyncio.get_event_loop() +loop.run_until_complete(aio_2()) + +async def aio_3(): + timeout = aiohttp.ClientTimeout(total=60) + async with aiohttp.ClientSession(timeout = timeout) as session: + async with session.get('https://www.geekdigging.com/', timeout = timeout) as resp: + print(resp.status) + +loop = asyncio.get_event_loop() +loop.run_until_complete(aio_3()) \ No newline at end of file diff --git a/python-spider/aiohttp-demo/aio-demo.py b/python-spider/aiohttp-demo/aio-demo.py new file mode 100644 index 0000000..e3ffb89 --- /dev/null +++ b/python-spider/aiohttp-demo/aio-demo.py @@ -0,0 +1,23 @@ +import aiohttp +import asyncio +from datetime import datetime + +async def main(): + async with aiohttp.ClientSession() as client: + html = await client.get('https://www.baidu.com/') + print(html) + +loop = asyncio.get_event_loop() + +tasks = [] +for i in range(100): + task = loop.create_task(main()) + tasks.append(task) + +start = datetime.now() + +loop.run_until_complete(main()) + +end = datetime.now() + +print("aiohttp花费时间为:", end - start) \ No newline at end of file diff --git a/python-spider/aiohttp-demo/request-demo.py b/python-spider/aiohttp-demo/request-demo.py new file mode 100644 index 0000000..add2874 --- /dev/null +++ b/python-spider/aiohttp-demo/request-demo.py @@ -0,0 +1,11 @@ +import requests +from datetime import datetime + +start = datetime.now() + +for i in range(100): + print(requests.get('https://www.baidu.com/').text) + +end = datetime.now() + +print("request花费时间为:", end - start) \ No newline at end of file diff --git a/python-spider/douyin/.gitignore b/python-spider/douyin/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-spider/douyin/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-spider/douyin/demo-video.py b/python-spider/douyin/demo-video.py new file mode 100644 index 0000000..ba7d6d4 --- /dev/null +++ b/python-spider/douyin/demo-video.py @@ -0,0 +1,29 @@ +import requests +import re + +# 创建一个请求头 +headers = { + 'user-agent': 'Mozilla/5.0 (iPhone; CPU iPhone OS 13_2_3 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/13.0.3 Mobile/15E148 Safari/604.1', +} + +# 分享路径 +share_url = "https://v.douyin.com/JefvNdx/" + +session = requests.Session() +res = session.get(share_url, headers = headers) + +# 获取视频 id +item_ids = re.compile(r'itemId: "([0-9]+)"').findall(res.text)[0] + +# 拼接请求 +item_info_url = f"https://www.iesdouyin.com/web/api/v2/aweme/iteminfo/?item_ids={item_ids}" +res_json = session.get(item_info_url, headers = headers).json() + +# 获取视频源路径 +vedio_url = res_json['item_list'][0]['video']['play_addr']['url_list'][0] + +res = requests.get(vedio_url, headers = headers) +with open('demo.mp4', 'wb') as fb: + fb.write(res.content) + +print("视频下载完成~~~") \ No newline at end of file diff --git a/python-spider/first_scrapy/.gitignore b/python-spider/first_scrapy/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-spider/first_scrapy/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-spider/first_scrapy/first_scrapy/__init__.py b/python-spider/first_scrapy/first_scrapy/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/python-spider/first_scrapy/first_scrapy/__pycache__/__init__.cpython-37.pyc b/python-spider/first_scrapy/first_scrapy/__pycache__/__init__.cpython-37.pyc new file mode 100644 index 0000000..ab796ad Binary files /dev/null and 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b/python-spider/first_scrapy/first_scrapy/__pycache__/pipelines.cpython-37.pyc differ diff --git a/python-spider/first_scrapy/first_scrapy/__pycache__/settings.cpython-37.pyc b/python-spider/first_scrapy/first_scrapy/__pycache__/settings.cpython-37.pyc new file mode 100644 index 0000000..e0a0a69 Binary files /dev/null and b/python-spider/first_scrapy/first_scrapy/__pycache__/settings.cpython-37.pyc differ diff --git a/python-spider/first_scrapy/first_scrapy/items.py b/python-spider/first_scrapy/first_scrapy/items.py new file mode 100644 index 0000000..40bcfae --- /dev/null +++ b/python-spider/first_scrapy/first_scrapy/items.py @@ -0,0 +1,26 @@ +# -*- coding: utf-8 -*- + +# Define here the models for your scraped items +# +# See documentation in: +# https://docs.scrapy.org/en/latest/topics/items.html + +import scrapy + + +class QuoteItem(scrapy.Item): + text = scrapy.Field() + author = scrapy.Field() + tags = scrapy.Field() + +class ImageItem(scrapy.Item): + collection = table = 'image' + id = scrapy.Field() + url = scrapy.Field() + title = scrapy.Field() + thumb = scrapy.Field() + +class FirstScrapyItem(scrapy.Item): + # define the fields for your item here like: + # name = scrapy.Field() + pass diff --git a/python-spider/first_scrapy/first_scrapy/middlewares.py b/python-spider/first_scrapy/first_scrapy/middlewares.py new file mode 100644 index 0000000..5547b8a --- /dev/null +++ b/python-spider/first_scrapy/first_scrapy/middlewares.py @@ -0,0 +1,109 @@ +# -*- coding: utf-8 -*- + +# Define here the models for your spider middleware +# +# See documentation in: +# https://docs.scrapy.org/en/latest/topics/spider-middleware.html + +from scrapy import signals + + +class FirstScrapySpiderMiddleware(object): + # Not all methods need to be defined. If a method is not defined, + # scrapy acts as if the spider middleware does not modify the + # passed objects. + + @classmethod + def from_crawler(cls, crawler): + # This method is used by Scrapy to create your spiders. + s = cls() + crawler.signals.connect(s.spider_opened, signal=signals.spider_opened) + return s + + def process_spider_input(self, response, spider): + # Called for each response that goes through the spider + # middleware and into the spider. + + # Should return None or raise an exception. + return None + + def process_spider_output(self, response, result, spider): + # Called with the results returned from the Spider, after + # it has processed the response. + + # Must return an iterable of Request, dict or Item objects. + for i in result: + yield i + + def process_spider_exception(self, response, exception, spider): + # Called when a spider or process_spider_input() method + # (from other spider middleware) raises an exception. + + # Should return either None or an iterable of Request, dict + # or Item objects. + pass + + def process_start_requests(self, start_requests, spider): + # Called with the start requests of the spider, and works + # similarly to the process_spider_output() method, except + # that it doesn’t have a response associated. + + # Must return only requests (not items). + for r in start_requests: + yield r + + def spider_opened(self, spider): + spider.logger.info('Spider opened: %s' % spider.name) + + +class FirstScrapyDownloaderMiddleware(object): + # Not all methods need to be defined. If a method is not defined, + # scrapy acts as if the downloader middleware does not modify the + # passed objects. + + @classmethod + def from_crawler(cls, crawler): + # This method is used by Scrapy to create your spiders. + s = cls() + crawler.signals.connect(s.spider_opened, signal=signals.spider_opened) + return s + + def process_request(self, request, spider): + # Called for each request that goes through the downloader + # middleware. + + # Must either: + # - return None: continue processing this request + # - or return a Response object + # - or return a Request object + # - or raise IgnoreRequest: process_exception() methods of + # installed downloader middleware will be called + return None + + def process_response(self, request, response, spider): + # Called with the response returned from the downloader. + + # Must either; + # - return a Response object + # - return a Request object + # - or raise IgnoreRequest + return response + + def process_exception(self, request, exception, spider): + # Called when a download handler or a process_request() + # (from other downloader middleware) raises an exception. + + # Must either: + # - return None: continue processing this exception + # - return a Response object: stops process_exception() chain + # - return a Request object: stops process_exception() chain + pass + + def spider_opened(self, spider): + spider.logger.info('Spider opened: %s' % spider.name) + +class UaDownLoaderMiddleware(object): + + def process_request(self, request, spider): + + request.headers['User-Agent'] = 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/79.0.3945.88 Safari/537.36' \ No newline at end of file diff --git a/python-spider/first_scrapy/first_scrapy/others/selectorsdemo.py b/python-spider/first_scrapy/first_scrapy/others/selectorsdemo.py new file mode 100644 index 0000000..f55232f --- /dev/null +++ b/python-spider/first_scrapy/first_scrapy/others/selectorsdemo.py @@ -0,0 +1,6 @@ +from scrapy import Selector + +body = 'Hello Python' +selector = Selector(text=body) +title = selector.xpath('//title/text()').extract_first() +print(title) \ No newline at end of file diff --git a/python-spider/first_scrapy/first_scrapy/pipelines.py b/python-spider/first_scrapy/first_scrapy/pipelines.py new file mode 100644 index 0000000..ae9465c --- /dev/null +++ b/python-spider/first_scrapy/first_scrapy/pipelines.py @@ -0,0 +1,76 @@ +# -*- coding: utf-8 -*- + +from scrapy.exceptions import DropItem + +# class TextPipeline(object): +# +# def process_item(self, item, spider): +# if item['text']: +# return item +# else: +# return DropItem('Missing Text') + + +import pymongo + +class MongoPipeline(object): + def __init__(self, mongo_uri, mongo_db): + self.mongo_uri = mongo_uri + self.mongo_db = mongo_db + + @classmethod + def from_crawler(cls, crawler): + return cls(mongo_uri=crawler.settings.get('MONGO_URI'), + mongo_db=crawler.settings.get('MONGO_DB') + ) + + def open_spider(self, spider): + self.client = pymongo.MongoClient(self.mongo_uri) + self.db = self.client[self.mongo_db] + + def process_item(self, item, spider): + name = item.__class__.__name__ + self.db[name].insert(dict(item)) + return item + + def close_spider(self, spider): + self.client.close() + +import pymysql + + +class MysqlPipeline(): + def __init__(self, host, database, user, password, port): + self.host = host + self.database = database + self.user = user + self.password = password + self.port = port + + @classmethod + def from_crawler(cls, crawler): + return cls( + host=crawler.settings.get('MYSQL_HOST'), + database=crawler.settings.get('MYSQL_DATABASE'), + user=crawler.settings.get('MYSQL_USER'), + password=crawler.settings.get('MYSQL_PASSWORD'), + port=crawler.settings.get('MYSQL_PORT'), + ) + + def open_spider(self, spider): + self.db = pymysql.connect(self.host, self.user, self.password, self.database, charset='utf8', + port=self.port) + self.cursor = self.db.cursor() + + def close_spider(self, spider): + self.db.close() + + def process_item(self, item, spider): + print(item['title']) + data = dict(item) + keys = ', '.join(data.keys()) + values = ', '.join(['%s'] * len(data)) + sql = 'insert into %s (%s) values (%s)' % (item.table, keys, values) + self.cursor.execute(sql, tuple(data.values())) + self.db.commit() + return item \ No newline at end of file diff --git a/python-spider/first_scrapy/first_scrapy/quotes.json b/python-spider/first_scrapy/first_scrapy/quotes.json new file mode 100644 index 0000000..fe65fac --- /dev/null +++ b/python-spider/first_scrapy/first_scrapy/quotes.json @@ -0,0 +1,102 @@ +[ +{"text": "\u201cThe world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.\u201d", "author": "Albert Einstein", "tags": ["change", "deep-thoughts", "thinking", "world"]}, +{"text": "\u201cIt is our choices, Harry, that show what we truly are, far more than our abilities.\u201d", "author": "J.K. Rowling", "tags": ["abilities", "choices"]}, +{"text": "\u201cThere are only two ways to live your life. One is as though nothing is a miracle. The other is as though everything is a miracle.\u201d", "author": "Albert Einstein", "tags": ["inspirational", "life", "live", "miracle", "miracles"]}, +{"text": "\u201cThe person, be it gentleman or lady, who has not pleasure in a good novel, must be intolerably stupid.\u201d", "author": "Jane Austen", "tags": ["aliteracy", "books", "classic", "humor"]}, +{"text": "\u201cImperfection is beauty, madness is genius and it's better to be absolutely ridiculous than absolutely boring.\u201d", "author": "Marilyn Monroe", "tags": ["be-yourself", "inspirational"]}, +{"text": "\u201cTry not to become a man of success. Rather become a man of value.\u201d", "author": "Albert Einstein", "tags": ["adulthood", "success", "value"]}, +{"text": "\u201cIt is better to be hated for what you are than to be loved for what you are not.\u201d", "author": "Andr\u00e9 Gide", "tags": ["life", "love"]}, +{"text": "\u201cI have not failed. I've just found 10,000 ways that won't work.\u201d", "author": "Thomas A. Edison", "tags": ["edison", "failure", "inspirational", "paraphrased"]}, +{"text": "\u201cA woman is like a tea bag; you never know how strong it is until it's in hot water.\u201d", "author": "Eleanor Roosevelt", "tags": ["misattributed-eleanor-roosevelt"]}, +{"text": "\u201cA day without sunshine is like, you know, night.\u201d", "author": "Steve Martin", "tags": ["humor", "obvious", "simile"]}, +{"text": "\u201cThis life is what you make it. No matter what, you're going to mess up sometimes, it's a universal truth. But the good part is you get to decide how you're going to mess it up. Girls will be your friends - they'll act like it anyway. But just remember, some come, some go. The ones that stay with you through everything - they're your true best friends. Don't let go of them. Also remember, sisters make the best friends in the world. As for lovers, well, they'll come and go too. And baby, I hate to say it, most of them - actually pretty much all of them are going to break your heart, but you can't give up because if you give up, you'll never find your soulmate. You'll never find that half who makes you whole and that goes for everything. Just because you fail once, doesn't mean you're gonna fail at everything. Keep trying, hold on, and always, always, always believe in yourself, because if you don't, then who will, sweetie? So keep your head high, keep your chin up, and most importantly, keep smiling, because life's a beautiful thing and there's so much to smile about.\u201d", "author": "Marilyn Monroe", "tags": ["friends", "heartbreak", "inspirational", "life", "love", "sisters"]}, +{"text": "\u201cIt takes a great deal of bravery to stand up to our enemies, but just as much to stand up to our friends.\u201d", "author": "J.K. Rowling", "tags": ["courage", "friends"]}, +{"text": "\u201cIf you can't explain it to a six year old, you don't understand it yourself.\u201d", "author": "Albert Einstein", "tags": ["simplicity", "understand"]}, +{"text": "\u201cYou may not be her first, her last, or her only. She loved before she may love again. But if she loves you now, what else matters? She's not perfect\u2014you aren't either, and the two of you may never be perfect together but if she can make you laugh, cause you to think twice, and admit to being human and making mistakes, hold onto her and give her the most you can. She may not be thinking about you every second of the day, but she will give you a part of her that she knows you can break\u2014her heart. So don't hurt her, don't change her, don't analyze and don't expect more than she can give. Smile when she makes you happy, let her know when she makes you mad, and miss her when she's not there.\u201d", "author": "Bob Marley", "tags": ["love"]}, +{"text": "\u201cI like nonsense, it wakes up the brain cells. Fantasy is a necessary ingredient in living.\u201d", "author": "Dr. Seuss", "tags": ["fantasy"]}, +{"text": "\u201cI may not have gone where I intended to go, but I think I have ended up where I needed to be.\u201d", "author": "Douglas Adams", "tags": ["life", "navigation"]}, +{"text": "\u201cThe opposite of love is not hate, it's indifference. The opposite of art is not ugliness, it's indifference. The opposite of faith is not heresy, it's indifference. And the opposite of life is not death, it's indifference.\u201d", "author": "Elie Wiesel", "tags": ["activism", "apathy", "hate", "indifference", "inspirational", "love", "opposite", "philosophy"]}, +{"text": "\u201cIt is not a lack of love, but a lack of friendship that makes unhappy marriages.\u201d", "author": "Friedrich Nietzsche", "tags": ["friendship", "lack-of-friendship", "lack-of-love", "love", "marriage", "unhappy-marriage"]}, +{"text": "\u201cGood friends, good books, and a sleepy conscience: this is the ideal life.\u201d", "author": "Mark Twain", "tags": ["books", "contentment", "friends", "friendship", "life"]}, +{"text": "\u201cLife is what happens to us while we are making other plans.\u201d", "author": "Allen Saunders", "tags": ["fate", "life", "misattributed-john-lennon", "planning", "plans"]}, +{"text": "\u201cI love you without knowing how, or when, or from where. I love you simply, without problems or pride: I love you in this way because I do not know any other way of loving but this, in which there is no I or you, so intimate that your hand upon my chest is my hand, so intimate that when I fall asleep your eyes close.\u201d", "author": "Pablo Neruda", "tags": ["love", "poetry"]}, +{"text": "\u201cFor every minute you are angry you lose sixty seconds of happiness.\u201d", "author": "Ralph Waldo Emerson", "tags": ["happiness"]}, +{"text": "\u201cIf you judge people, you have no time to love them.\u201d", "author": "Mother Teresa", "tags": ["attributed-no-source"]}, +{"text": "\u201cAnyone who thinks sitting in church can make you a Christian must also think that sitting in a garage can make you a car.\u201d", "author": "Garrison Keillor", "tags": ["humor", "religion"]}, +{"text": "\u201cBeauty is in the eye of the beholder and it may be necessary from time to time to give a stupid or misinformed beholder a black eye.\u201d", "author": "Jim Henson", "tags": ["humor"]}, +{"text": "\u201cToday you are You, that is truer than true. There is no one alive who is Youer than You.\u201d", "author": "Dr. Seuss", "tags": ["comedy", "life", "yourself"]}, +{"text": "\u201cIf you want your children to be intelligent, read them fairy tales. If you want them to be more intelligent, read them more fairy tales.\u201d", "author": "Albert Einstein", "tags": ["children", "fairy-tales"]}, +{"text": "\u201cIt is impossible to live without failing at something, unless you live so cautiously that you might as well not have lived at all - in which case, you fail by default.\u201d", "author": "J.K. Rowling", "tags": []}, +{"text": "\u201cLogic will get you from A to Z; imagination will get you everywhere.\u201d", "author": "Albert Einstein", "tags": ["imagination"]}, +{"text": "\u201cOne good thing about music, when it hits you, you feel no pain.\u201d", "author": "Bob Marley", "tags": ["music"]}, +{"text": "\u201cThe more that you read, the more things you will know. The more that you learn, the more places you'll go.\u201d", "author": "Dr. Seuss", "tags": ["learning", "reading", "seuss"]}, +{"text": "\u201cOf course it is happening inside your head, Harry, but why on earth should that mean that it is not real?\u201d", "author": "J.K. Rowling", "tags": ["dumbledore"]}, +{"text": "\u201cThe truth is, everyone is going to hurt you. You just got to find the ones worth suffering for.\u201d", "author": "Bob Marley", "tags": ["friendship"]}, +{"text": "\u201cNot all of us can do great things. But we can do small things with great love.\u201d", "author": "Mother Teresa", "tags": ["misattributed-to-mother-teresa", "paraphrased"]}, +{"text": "\u201cTo the well-organized mind, death is but the next great adventure.\u201d", "author": "J.K. Rowling", "tags": ["death", "inspirational"]}, +{"text": "\u201cAll you need is love. But a little chocolate now and then doesn't hurt.\u201d", "author": "Charles M. Schulz", "tags": ["chocolate", "food", "humor"]}, +{"text": "\u201cWe read to know we're not alone.\u201d", "author": "William Nicholson", "tags": ["misattributed-to-c-s-lewis", "reading"]}, +{"text": "\u201cAny fool can know. The point is to understand.\u201d", "author": "Albert Einstein", "tags": ["knowledge", "learning", "understanding", "wisdom"]}, +{"text": "\u201cI have always imagined that Paradise will be a kind of library.\u201d", "author": "Jorge Luis Borges", "tags": ["books", "library"]}, +{"text": "\u201cIt is never too late to be what you might have been.\u201d", "author": "George Eliot", "tags": ["inspirational"]}, +{"text": "\u201cA reader lives a thousand lives before he dies, said Jojen. The man who never reads lives only one.\u201d", "author": "George R.R. Martin", "tags": ["read", "readers", "reading", "reading-books"]}, +{"text": "\u201cYou can never get a cup of tea large enough or a book long enough to suit me.\u201d", "author": "C.S. Lewis", "tags": ["books", "inspirational", "reading", "tea"]}, +{"text": "\u201cYou believe lies so you eventually learn to trust no one but yourself.\u201d", "author": "Marilyn Monroe", "tags": []}, +{"text": "\u201cIf you can make a woman laugh, you can make her do anything.\u201d", "author": "Marilyn Monroe", "tags": ["girls", "love"]}, +{"text": "\u201cLife is like riding a bicycle. To keep your balance, you must keep moving.\u201d", "author": "Albert Einstein", "tags": ["life", "simile"]}, +{"text": "\u201cThe real lover is the man who can thrill you by kissing your forehead or smiling into your eyes or just staring into space.\u201d", "author": "Marilyn Monroe", "tags": ["love"]}, +{"text": "\u201cA wise girl kisses but doesn't love, listens but doesn't believe, and leaves before she is left.\u201d", "author": "Marilyn Monroe", "tags": ["attributed-no-source"]}, +{"text": "\u201cOnly in the darkness can you see the stars.\u201d", "author": "Martin Luther King Jr.", "tags": ["hope", "inspirational"]}, +{"text": "\u201cIt matters not what someone is born, but what they grow to be.\u201d", "author": "J.K. Rowling", "tags": ["dumbledore"]}, +{"text": "\u201cLove does not begin and end the way we seem to think it does. Love is a battle, love is a war; love is a growing up.\u201d", "author": "James Baldwin", "tags": ["love"]}, +{"text": "\u201cThere is nothing I would not do for those who are really my friends. I have no notion of loving people by halves, it is not my nature.\u201d", "author": "Jane Austen", "tags": ["friendship", "love"]}, +{"text": "\u201cDo one thing every day that scares you.\u201d", "author": "Eleanor Roosevelt", "tags": ["attributed", "fear", "inspiration"]}, +{"text": "\u201cI am good, but not an angel. I do sin, but I am not the devil. I am just a small girl in a big world trying to find someone to love.\u201d", "author": "Marilyn Monroe", "tags": ["attributed-no-source"]}, +{"text": "\u201cIf I were not a physicist, I would probably be a musician. I often think in music. I live my daydreams in music. I see my life in terms of music.\u201d", "author": "Albert Einstein", "tags": ["music"]}, +{"text": "\u201cIf you only read the books that everyone else is reading, you can only think what everyone else is thinking.\u201d", "author": "Haruki Murakami", "tags": ["books", "thought"]}, +{"text": "\u201cThe difference between genius and stupidity is: genius has its limits.\u201d", "author": "Alexandre Dumas fils", "tags": ["misattributed-to-einstein"]}, +{"text": "\u201cHe's like a drug for you, Bella.\u201d", "author": "Stephenie Meyer", "tags": ["drug", "romance", "simile"]}, +{"text": "\u201cThere is no friend as loyal as a book.\u201d", "author": "Ernest Hemingway", "tags": ["books", "friends", "novelist-quotes"]}, +{"text": "\u201cWhen one door of happiness closes, another opens; but often we look so long at the closed door that we do not see the one which has been opened for us.\u201d", "author": "Helen Keller", "tags": ["inspirational"]}, +{"text": "\u201cLife isn't about finding yourself. Life is about creating yourself.\u201d", "author": "George Bernard Shaw", "tags": ["inspirational", "life", "yourself"]}, +{"text": "\u201cThat's the problem with drinking, I thought, as I poured myself a drink. If something bad happens you drink in an attempt to forget; if something good happens you drink in order to celebrate; and if nothing happens you drink to make something happen.\u201d", "author": "Charles Bukowski", "tags": ["alcohol"]}, +{"text": "\u201cYou don\u2019t forget the face of the person who was your last hope.\u201d", "author": "Suzanne Collins", "tags": ["the-hunger-games"]}, +{"text": "\u201cRemember, we're madly in love, so it's all right to kiss me anytime you feel like it.\u201d", "author": "Suzanne Collins", "tags": ["humor"]}, +{"text": "\u201cTo love at all is to be vulnerable. Love anything and your heart will be wrung and possibly broken. If you want to make sure of keeping it intact you must give it to no one, not even an animal. Wrap it carefully round with hobbies and little luxuries; avoid all entanglements. Lock it up safe in the casket or coffin of your selfishness. But in that casket, safe, dark, motionless, airless, it will change. It will not be broken; it will become unbreakable, impenetrable, irredeemable. To love is to be vulnerable.\u201d", "author": "C.S. Lewis", "tags": ["love"]}, +{"text": "\u201cNot all those who wander are lost.\u201d", "author": "J.R.R. Tolkien", "tags": ["bilbo", "journey", "lost", "quest", "travel", "wander"]}, +{"text": "\u201cDo not pity the dead, Harry. Pity the living, and, above all those who live without love.\u201d", "author": "J.K. Rowling", "tags": ["live-death-love"]}, +{"text": "\u201cThere is nothing to writing. All you do is sit down at a typewriter and bleed.\u201d", "author": "Ernest Hemingway", "tags": ["good", "writing"]}, +{"text": "\u201cFinish each day and be done with it. You have done what you could. Some blunders and absurdities no doubt crept in; forget them as soon as you can. Tomorrow is a new day. You shall begin it serenely and with too high a spirit to be encumbered with your old nonsense.\u201d", "author": "Ralph Waldo Emerson", "tags": ["life", "regrets"]}, +{"text": "\u201cI have never let my schooling interfere with my education.\u201d", "author": "Mark Twain", "tags": ["education"]}, +{"text": "\u201cI have heard there are troubles of more than one kind. Some come from ahead and some come from behind. But I've bought a big bat. I'm all ready you see. Now my troubles are going to have troubles with me!\u201d", "author": "Dr. Seuss", "tags": ["troubles"]}, +{"text": "\u201cIf I had a flower for every time I thought of you...I could walk through my garden forever.\u201d", "author": "Alfred Tennyson", "tags": ["friendship", "love"]}, +{"text": "\u201cSome people never go crazy. What truly horrible lives they must lead.\u201d", "author": "Charles Bukowski", "tags": ["humor"]}, +{"text": "\u201cThe trouble with having an open mind, of course, is that people will insist on coming along and trying to put things in it.\u201d", "author": "Terry Pratchett", "tags": ["humor", "open-mind", "thinking"]}, +{"text": "\u201cThink left and think right and think low and think high. Oh, the thinks you can think up if only you try!\u201d", "author": "Dr. Seuss", "tags": ["humor", "philosophy"]}, +{"text": "\u201cWhat really knocks me out is a book that, when you're all done reading it, you wish the author that wrote it was a terrific friend of yours and you could call him up on the phone whenever you felt like it. That doesn't happen much, though.\u201d", "author": "J.D. Salinger", "tags": ["authors", "books", "literature", "reading", "writing"]}, +{"text": "\u201cThe reason I talk to myself is because I\u2019m the only one whose answers I accept.\u201d", "author": "George Carlin", "tags": ["humor", "insanity", "lies", "lying", "self-indulgence", "truth"]}, +{"text": "\u201cYou may say I'm a dreamer, but I'm not the only one. I hope someday you'll join us. And the world will live as one.\u201d", "author": "John Lennon", "tags": ["beatles", "connection", "dreamers", "dreaming", "dreams", "hope", "inspirational", "peace"]}, +{"text": "\u201cI am free of all prejudice. I hate everyone equally. \u201d", "author": "W.C. Fields", "tags": ["humor", "sinister"]}, +{"text": "\u201cThe question isn't who is going to let me; it's who is going to stop me.\u201d", "author": "Ayn Rand", "tags": []}, +{"text": "\u201c\u2032Classic\u2032 - a book which people praise and don't read.\u201d", "author": "Mark Twain", "tags": ["books", "classic", "reading"]}, +{"text": "\u201cAnyone who has never made a mistake has never tried anything new.\u201d", "author": "Albert Einstein", "tags": ["mistakes"]}, +{"text": "\u201cA lady's imagination is very rapid; it jumps from admiration to love, from love to matrimony in a moment.\u201d", "author": "Jane Austen", "tags": ["humor", "love", "romantic", "women"]}, +{"text": "\u201cRemember, if the time should come when you have to make a choice between what is right and what is easy, remember what happened to a boy who was good, and kind, and brave, because he strayed across the path of Lord Voldemort. Remember Cedric Diggory.\u201d", "author": "J.K. Rowling", "tags": ["integrity"]}, +{"text": "\u201cI declare after all there is no enjoyment like reading! How much sooner one tires of any thing than of a book! -- When I have a house of my own, I shall be miserable if I have not an excellent library.\u201d", "author": "Jane Austen", "tags": ["books", "library", "reading"]}, +{"text": "\u201cThere are few people whom I really love, and still fewer of whom I think well. The more I see of the world, the more am I dissatisfied with it; and every day confirms my belief of the inconsistency of all human characters, and of the little dependence that can be placed on the appearance of merit or sense.\u201d", "author": "Jane Austen", "tags": ["elizabeth-bennet", "jane-austen"]}, +{"text": "\u201cSome day you will be old enough to start reading fairy tales again.\u201d", "author": "C.S. Lewis", "tags": ["age", "fairytales", "growing-up"]}, +{"text": "\u201cWe are not necessarily doubting that God will do the best for us; we are wondering how painful the best will turn out to be.\u201d", "author": "C.S. Lewis", "tags": ["god"]}, +{"text": "\u201cThe fear of death follows from the fear of life. A man who lives fully is prepared to die at any time.\u201d", "author": "Mark Twain", "tags": ["death", "life"]}, +{"text": "\u201cA lie can travel half way around the world while the truth is putting on its shoes.\u201d", "author": "Mark Twain", "tags": ["misattributed-mark-twain", "truth"]}, +{"text": "\u201cI believe in Christianity as I believe that the sun has risen: not only because I see it, but because by it I see everything else.\u201d", "author": "C.S. Lewis", "tags": ["christianity", "faith", "religion", "sun"]}, +{"text": "\u201cThe truth.\" Dumbledore sighed. \"It is a beautiful and terrible thing, and should therefore be treated with great caution.\u201d", "author": "J.K. Rowling", "tags": ["truth"]}, +{"text": "\u201cI'm the one that's got to die when it's time for me to die, so let me live my life the way I want to.\u201d", "author": "Jimi Hendrix", "tags": ["death", "life"]}, +{"text": "\u201cTo die will be an awfully big adventure.\u201d", "author": "J.M. Barrie", "tags": ["adventure", "love"]}, +{"text": "\u201cIt takes courage to grow up and become who you really are.\u201d", "author": "E.E. Cummings", "tags": ["courage"]}, +{"text": "\u201cBut better to get hurt by the truth than comforted with a lie.\u201d", "author": "Khaled Hosseini", "tags": ["life"]}, +{"text": "\u201cYou never really understand a person until you consider things from his point of view... Until you climb inside of his skin and walk around in it.\u201d", "author": "Harper Lee", "tags": ["better-life-empathy"]}, +{"text": "\u201cYou have to write the book that wants to be written. And if the book will be too difficult for grown-ups, then you write it for children.\u201d", "author": "Madeleine L'Engle", "tags": ["books", "children", "difficult", "grown-ups", "write", "writers", "writing"]}, +{"text": "\u201cNever tell the truth to people who are not worthy of it.\u201d", "author": "Mark Twain", "tags": ["truth"]}, +{"text": "\u201cA person's a person, no matter how small.\u201d", "author": "Dr. Seuss", "tags": ["inspirational"]}, +{"text": "\u201c... a mind needs books as a sword needs a whetstone, if it is to keep its edge.\u201d", "author": "George R.R. Martin", "tags": ["books", "mind"]} +] \ No newline at end of file diff --git a/python-spider/first_scrapy/first_scrapy/settings.py b/python-spider/first_scrapy/first_scrapy/settings.py new file mode 100644 index 0000000..691b636 --- /dev/null +++ b/python-spider/first_scrapy/first_scrapy/settings.py @@ -0,0 +1,100 @@ +# -*- coding: utf-8 -*- + +# Scrapy settings for first_scrapy project +# +# For simplicity, this file contains only settings considered important or +# commonly used. You can find more settings consulting the documentation: +# +# https://docs.scrapy.org/en/latest/topics/settings.html +# https://docs.scrapy.org/en/latest/topics/downloader-middleware.html +# https://docs.scrapy.org/en/latest/topics/spider-middleware.html + +BOT_NAME = 'first_scrapy' + +SPIDER_MODULES = ['first_scrapy.spiders'] +NEWSPIDER_MODULE = 'first_scrapy.spiders' + + +# Crawl responsibly by identifying yourself (and your website) on the user-agent +#USER_AGENT = 'first_scrapy (+http://www.yourdomain.com)' + +# Obey robots.txt rules +ROBOTSTXT_OBEY = True + +# Configure maximum concurrent requests performed by Scrapy (default: 16) +#CONCURRENT_REQUESTS = 32 + +# Configure a delay for requests for the same website (default: 0) +# See https://docs.scrapy.org/en/latest/topics/settings.html#download-delay +# See also autothrottle settings and docs +#DOWNLOAD_DELAY = 3 +# The download delay setting will honor only one of: +#CONCURRENT_REQUESTS_PER_DOMAIN = 16 +#CONCURRENT_REQUESTS_PER_IP = 16 + +# Disable cookies (enabled by default) +#COOKIES_ENABLED = False + +# Disable Telnet Console (enabled by default) +#TELNETCONSOLE_ENABLED = False + +# Override the default request headers: +#DEFAULT_REQUEST_HEADERS = { +# 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8', +# 'Accept-Language': 'en', +#} + +# Enable or disable spider middlewares +# See https://docs.scrapy.org/en/latest/topics/spider-middleware.html +#SPIDER_MIDDLEWARES = { +# 'first_scrapy.middlewares.FirstScrapySpiderMiddleware': 543, +#} + +# Enable or disable downloader middlewares +# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html +DOWNLOADER_MIDDLEWARES = { + 'first_scrapy.middlewares.UaDownLoaderMiddleware': 543, +} + +# Enable or disable extensions +# See https://docs.scrapy.org/en/latest/topics/extensions.html +#EXTENSIONS = { +# 'scrapy.extensions.telnet.TelnetConsole': None, +#} + +# Configure item pipelines +# See https://docs.scrapy.org/en/latest/topics/item-pipeline.html +ITEM_PIPELINES = { + # 'first_scrapy.pipelines.TextPipeline': 300, + 'first_scrapy.pipelines.MongoPipeline': 400, + 'first_scrapy.pipelines.MysqlPipeline': 401, +} +MONGO_URI='localhost' +MONGO_DB='first_scrapy' + +MYSQL_HOST = 'localhost' +MYSQL_DATABASE = 'test' +MYSQL_USER = 'root' +MYSQL_PASSWORD = '123456' +MYSQL_PORT = 3306 + +# Enable and configure the AutoThrottle extension (disabled by default) +# See https://docs.scrapy.org/en/latest/topics/autothrottle.html +#AUTOTHROTTLE_ENABLED = True +# The initial download delay +#AUTOTHROTTLE_START_DELAY = 5 +# The maximum download delay to be set in case of high latencies +#AUTOTHROTTLE_MAX_DELAY = 60 +# The average number of requests Scrapy should be sending in parallel to +# each remote server +#AUTOTHROTTLE_TARGET_CONCURRENCY = 1.0 +# Enable showing throttling stats for every response received: +#AUTOTHROTTLE_DEBUG = False + +# Enable and configure HTTP caching (disabled by default) +# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html#httpcache-middleware-settings +#HTTPCACHE_ENABLED = True +#HTTPCACHE_EXPIRATION_SECS = 0 +#HTTPCACHE_DIR = 'httpcache' +#HTTPCACHE_IGNORE_HTTP_CODES = [] +#HTTPCACHE_STORAGE = 'scrapy.extensions.httpcache.FilesystemCacheStorage' diff --git a/python-spider/first_scrapy/first_scrapy/spiders/HttpbinSpider.py b/python-spider/first_scrapy/first_scrapy/spiders/HttpbinSpider.py new file mode 100644 index 0000000..9dcf85a --- /dev/null +++ b/python-spider/first_scrapy/first_scrapy/spiders/HttpbinSpider.py @@ -0,0 +1,10 @@ +# -*- coding: utf-8 -*- +import scrapy + +class HttpbinSpider(scrapy.Spider): + name = 'httpbin' + allowed_domains = ['httpbin.org'] + start_urls = ['https://httpbin.org/get'] + + def parse(self, response): + self.logger.debug(response.text) \ No newline at end of file diff --git a/python-spider/first_scrapy/first_scrapy/spiders/MzituSpider.py b/python-spider/first_scrapy/first_scrapy/spiders/MzituSpider.py new file mode 100644 index 0000000..36684fb --- /dev/null +++ b/python-spider/first_scrapy/first_scrapy/spiders/MzituSpider.py @@ -0,0 +1,25 @@ +# -*- coding: utf-8 -*- +from scrapy import Spider, Request +from first_scrapy.items import ImageItem + +class MziTuSpider(Spider): + name = 'MziTuSpider' + allowed_domains = ['www.mzitu.com'] + start_urls = ['https://www.mzitu.com/mm/'] + + def start_requests(self): + headers = { + 'user-agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/79.0.3945.117 Safari/537.36', + 'referer': 'https://www.mzitu.com/' + } + yield Request('https://www.mzitu.com/mm/', self.parse, headers = headers) + + def parse(self, response): + imageList = response.css('.postlist ul li') + for image in imageList: + item = ImageItem() + item['id'] = image.css('a::attr("href")').extract_first().split('/')[3] + item['url'] = image.css('a::attr("href")').extract_first() + item['title'] = image.css('a img::attr("alt")').extract_first() + item['thumb'] = image.css('a img::attr("data-original")').extract_first() + yield item \ No newline at end of file diff --git a/python-spider/first_scrapy/first_scrapy/spiders/__init__.py b/python-spider/first_scrapy/first_scrapy/spiders/__init__.py new file mode 100644 index 0000000..ebd689a --- /dev/null +++ b/python-spider/first_scrapy/first_scrapy/spiders/__init__.py @@ -0,0 +1,4 @@ +# This package will contain the spiders of your Scrapy project +# +# Please refer to the documentation for information on how to create and manage +# your spiders. diff --git a/python-spider/first_scrapy/first_scrapy/spiders/__pycache__/HttpbinSpider.cpython-37.pyc b/python-spider/first_scrapy/first_scrapy/spiders/__pycache__/HttpbinSpider.cpython-37.pyc new file mode 100644 index 0000000..0cc5035 Binary files /dev/null and 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index 0000000..e2e0a1e Binary files /dev/null and b/python-spider/first_scrapy/first_scrapy/spiders/__pycache__/quotes.cpython-37.pyc differ diff --git a/python-spider/first_scrapy/first_scrapy/spiders/quotes.py b/python-spider/first_scrapy/first_scrapy/spiders/quotes.py new file mode 100644 index 0000000..8a7fe1b --- /dev/null +++ b/python-spider/first_scrapy/first_scrapy/spiders/quotes.py @@ -0,0 +1,21 @@ +# -*- coding: utf-8 -*- +import scrapy +from first_scrapy.items import QuoteItem + +class QuotesSpider(scrapy.Spider): + name = 'quotes' + allowed_domains = ['quotes.toscrape.com'] + start_urls = ['http://quotes.toscrape.com/'] + + def parse(self, response): + quotes = response.css('.quote') + for quote in quotes: + item = QuoteItem() + item['text'] = quote.css('.text::text').extract_first() + item['author'] = quote.css('.author::text').extract_first() + item['tags'] = quote.css('.tags .tag::text').extract() + yield item + + next = response.css('.pager .next a::attr("href")').extract_first() + url = response.urljoin(next) + yield scrapy.Request(url=url, callback=self.parse) \ No newline at end of file diff --git a/python-spider/first_scrapy/scrapy.cfg b/python-spider/first_scrapy/scrapy.cfg new file mode 100644 index 0000000..42775e3 --- /dev/null +++ b/python-spider/first_scrapy/scrapy.cfg @@ -0,0 +1,11 @@ +# Automatically created by: scrapy startproject +# +# For more information about the [deploy] section see: +# https://scrapyd.readthedocs.io/en/latest/deploy.html + +[settings] +default = first_scrapy.settings + +[deploy] +#url = http://localhost:6800/ +project = first_scrapy diff --git a/python-spider/mafengwo_demo/.gitignore b/python-spider/mafengwo_demo/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-spider/mafengwo_demo/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-spider/mafengwo_demo/mfw.xlsx b/python-spider/mafengwo_demo/mfw.xlsx new file mode 100644 index 0000000..a7575ee Binary files /dev/null and b/python-spider/mafengwo_demo/mfw.xlsx differ diff --git a/python-spider/mafengwo_demo/mfw_demo.py b/python-spider/mafengwo_demo/mfw_demo.py new file mode 100644 index 0000000..307c739 --- /dev/null +++ b/python-spider/mafengwo_demo/mfw_demo.py @@ -0,0 +1,100 @@ +import requests +from pyquery import PyQuery +import xlsxwriter + +headers = { + 'user-agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/79.0.3945.117 Safari/537.36', + 'cookie': '__jsluid_s=6fc5b4a3b5235afbfdafff4bbf7e6dbd; PHPSESSID=v9hm8hc3s56ogrn8si12fejdm3; mfw_uuid=5e1db855-ab4a-da12-309c-afb9cf90d3dd; _r=baidu; _rp=a%3A2%3A%7Bs%3A1%3A%22p%22%3Bs%3A18%3A%22www.baidu.com%2Flink%22%3Bs%3A1%3A%22t%22%3Bi%3A1579006045%3B%7D; oad_n=a%3A5%3A%7Bs%3A5%3A%22refer%22%3Bs%3A21%3A%22https%3A%2F%2Fwww.baidu.com%22%3Bs%3A2%3A%22hp%22%3Bs%3A13%3A%22www.baidu.com%22%3Bs%3A3%3A%22oid%22%3Bi%3A1026%3Bs%3A2%3A%22dm%22%3Bs%3A15%3A%22www.mafengwo.cn%22%3Bs%3A2%3A%22ft%22%3Bs%3A19%3A%222020-01-14+20%3A47%3A25%22%3B%7D; __mfwothchid=referrer%7Cwww.baidu.com; __omc_chl=; __mfwc=referrer%7Cwww.baidu.com; Hm_lvt_8288b2ed37e5bc9b4c9f7008798d2de0=1579006048; uva=s%3A264%3A%22a%3A4%3A%7Bs%3A13%3A%22host_pre_time%22%3Bs%3A10%3A%222020-01-14%22%3Bs%3A2%3A%22lt%22%3Bi%3A1579006046%3Bs%3A10%3A%22last_refer%22%3Bs%3A137%3A%22https%3A%2F%2Fwww.baidu.com%2Flink%3Furl%3DuR5Oj9n_xm4TSj7_1drQ1HRnFTYNM0M2TCljkjVrdIiUE-B2qPgh0MifEkceLE_U%26wd%3D%26eqid%3D93c920a80002dc72000000035e1db85c%22%3Bs%3A5%3A%22rhost%22%3Bs%3A13%3A%22www.baidu.com%22%3B%7D%22%3B; __mfwurd=a%3A3%3A%7Bs%3A6%3A%22f_time%22%3Bi%3A1579006046%3Bs%3A9%3A%22f_rdomain%22%3Bs%3A13%3A%22www.baidu.com%22%3Bs%3A6%3A%22f_host%22%3Bs%3A3%3A%22www%22%3B%7D; __mfwuuid=5e1db855-ab4a-da12-309c-afb9cf90d3dd; UM_distinctid=16fa418373e40f-070db24dfac29d-c383f64-1fa400-16fa418373fe31; __jsluid_h=b3f11fd3c79469af5c49be9ecb7f7b86; __omc_r=; __mfwa=1579006047379.58159.3.1579011903001.1579015057723; __mfwlv=1579015057; __mfwvn=2; CNZZDATA30065558=cnzz_eid%3D448020855-1579003717-https%253A%252F%252Fwww.baidu.com%252F%26ntime%3D1579014923; bottom_ad_status=0; __mfwb=5e663dbc8869.7.direct; __mfwlt=1579019025; Hm_lpvt_8288b2ed37e5bc9b4c9f7008798d2de0=1579019026; __jsl_clearance=1579019146.235|0|fpZQ1rm7BHtgd6GdjVUIX8FJJ9o%3D' +} + + +s = requests.Session() + + +value = [] + +def getList(maxNum): + """ + 获取列表页面数据 + :param maxNum: 最大抓取页数 + :return: + """ + url = 'http://www.mafengwo.cn/gonglve/' + s.get(url, headers = headers) + for page in range(1, maxNum + 1): + data = {'page': page} + response = s.post(url, data = data, headers = headers) + doc = PyQuery(response.text) + items = doc('.feed-item').items() + for item in items: + if item('.type strong').text() == '游记': + # 如果是游记,则进入内页数据抓取 + inner_url = item('a').attr('href') + getInfo(inner_url) + + +def getInfo(url): + """ + 获取内页数据 + :param url: 内页链接 + :return: + """ + response = s.get(url, headers = headers) + doc = PyQuery(response.text) + title = doc('title').text() + # 获取数据采集区 + item = doc('.tarvel_dir_list') + if len(item) == 0: + return + time = item('.time').text() + day = item('.day').text() + people = item('.people').text() + cost = item('.cost').text() + # 数据格式化 + if time == '': + pass + else: + time = time.split('/')[1] if len(time.split('/')) > 1 else '' + + if day == '': + pass + else: + day = day.split('/')[1] if len(day.split('/')) > 1 else '' + + if people == '': + pass + else: + people = people.split('/')[1] if len(people.split('/')) > 1 else '' + + if cost == '': + pass + else: + cost = cost.split('/')[1] if len(cost.split('/')) > 1 else '' + + + value.append([title, time, day, people, cost, url]) + + +def write_excel_xlsx(value): + """ + 数据写入Excel + :param value: + :return: + """ + index = len(value) + + workbook = xlsxwriter.Workbook('mfw.xlsx') + sheet = workbook.add_worksheet() + for i in range(1, index + 1): + row = 'A' + str(i) + sheet.write_row(row, value[i - 1]) + workbook.close() + print("xlsx格式表格写入数据成功!") + + +def main(): + getList(5) + write_excel_xlsx(value) + +if __name__ == '__main__': + main() \ No newline at end of file diff --git a/python-spider/scrapy_selenium_demo/.gitignore b/python-spider/scrapy_selenium_demo/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-spider/scrapy_selenium_demo/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-spider/scrapy_selenium_demo/scrapy.cfg b/python-spider/scrapy_selenium_demo/scrapy.cfg new file mode 100644 index 0000000..fc6e637 --- /dev/null +++ b/python-spider/scrapy_selenium_demo/scrapy.cfg @@ -0,0 +1,11 @@ +# Automatically created by: scrapy startproject +# +# For more information about the [deploy] section see: +# https://scrapyd.readthedocs.io/en/latest/deploy.html + +[settings] +default = scrapy_selenium_demo.settings + +[deploy] +#url = http://localhost:6800/ +project = scrapy_selenium_demo diff --git a/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/__init__.py b/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/__pycache__/__init__.cpython-37.pyc 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b/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/items.py @@ -0,0 +1,18 @@ +# -*- coding: utf-8 -*- + +# Define here the models for your scraped items +# +# See documentation in: +# https://docs.scrapy.org/en/latest/topics/items.html + +import scrapy + + +class ProductItem(scrapy.Item): + collection = 'products' + image = scrapy.Field() + price = scrapy.Field() + name = scrapy.Field() + commit = scrapy.Field() + shop = scrapy.Field() + icons = scrapy.Field() \ No newline at end of file diff --git a/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/middlewares.py b/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/middlewares.py new file mode 100644 index 0000000..20df402 --- /dev/null +++ b/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/middlewares.py @@ -0,0 +1,57 @@ +# -*- coding: utf-8 -*- + +# Define here the models for your spider middleware +# +# See documentation in: +# https://docs.scrapy.org/en/latest/topics/spider-middleware.html + +from selenium import webdriver +from selenium.common.exceptions import TimeoutException +from selenium.webdriver.common.by import By +from selenium.webdriver.support.ui import WebDriverWait +from selenium.webdriver.support import expected_conditions as EC +from scrapy.http import HtmlResponse +from logging import getLogger + + +class SeleniumMiddleware(object): + def __init__(self, timeout=None, service_args=[]): + self.logger = getLogger(__name__) + self.timeout = timeout + # Chrome 开启无窗口模式 + chrome_options = webdriver.ChromeOptions() + chrome_options.add_argument('--headless') + + self.driver = webdriver.Chrome(service_args=service_args, chrome_options=chrome_options) + self.driver.set_window_size(1400, 700) + self.driver.implicitly_wait(self.timeout) + self.driver.set_page_load_timeout(self.timeout) + self.wait = WebDriverWait(self.driver, self.timeout) + + + def __del__(self): + self.driver.close() + + + def process_request(self, request, spider): + self.logger.debug('Chrome is Starting') + try: + page = request.meta.get('page', 1) + self.driver.get(request.url) + if page > 1: + input = self.wait.until( + EC.presence_of_element_located((By.XPATH, '//*[@id="J_bottomPage"]/span[2]/input'))) + button = self.wait.until( + EC.element_to_be_clickable((By.XPATH, '//*[@id="J_bottomPage"]/span[2]/a'))) + input.clear() + input.send_keys(page) + button.click() + return HtmlResponse(url=request.url, body=self.driver.page_source, request=request, encoding='utf-8', + status=200) + except TimeoutException: + return HtmlResponse(url=request.url, status=500, request=request) + + @classmethod + def from_crawler(cls, crawler): + return cls(timeout=crawler.settings.get('SELENIUM_TIMEOUT'), + service_args=crawler.settings.get('CHROME_SERVICE_ARGS')) \ No newline at end of file diff --git a/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/pipelines.py b/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/pipelines.py new file mode 100644 index 0000000..361090e --- /dev/null +++ b/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/pipelines.py @@ -0,0 +1,37 @@ +# -*- coding: utf-8 -*- + +# Define your item pipelines here +# +# Don't forget to add your pipeline to the ITEM_PIPELINES setting +# See: https://docs.scrapy.org/en/latest/topics/item-pipeline.html + + +class ScrapySeleniumDemoPipeline(object): + def process_item(self, item, spider): + return item + + +import pymongo + +class MongoPipeline(object): + def __init__(self, mongo_uri, mongo_db): + self.mongo_uri = mongo_uri + self.mongo_db = mongo_db + + @classmethod + def from_crawler(cls, crawler): + return cls(mongo_uri=crawler.settings.get('MONGO_URI'), + mongo_db=crawler.settings.get('MONGO_DB') + ) + + def open_spider(self, spider): + self.client = pymongo.MongoClient(self.mongo_uri) + self.db = self.client[self.mongo_db] + + def process_item(self, item, spider): + name = item.__class__.__name__ + self.db[name].insert(dict(item)) + return item + + def close_spider(self, spider): + self.client.close() \ No newline at end of file diff --git a/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/settings.py b/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/settings.py new file mode 100644 index 0000000..a49d754 --- /dev/null +++ b/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/settings.py @@ -0,0 +1,99 @@ +# -*- coding: utf-8 -*- + +# Scrapy settings for scrapy_selenium_demo project +# +# For simplicity, this file contains only settings considered important or +# commonly used. You can find more settings consulting the documentation: +# +# https://docs.scrapy.org/en/latest/topics/settings.html +# https://docs.scrapy.org/en/latest/topics/downloader-middleware.html +# https://docs.scrapy.org/en/latest/topics/spider-middleware.html + +BOT_NAME = 'scrapy_selenium_demo' + +SPIDER_MODULES = ['scrapy_selenium_demo.spiders'] +NEWSPIDER_MODULE = 'scrapy_selenium_demo.spiders' + + +# Crawl responsibly by identifying yourself (and your website) on the user-agent +#USER_AGENT = 'scrapy_selenium_demo (+http://www.yourdomain.com)' + +# Obey robots.txt rules +ROBOTSTXT_OBEY = True + +# Configure maximum concurrent requests performed by Scrapy (default: 16) +#CONCURRENT_REQUESTS = 32 + +# Configure a delay for requests for the same website (default: 0) +# See https://docs.scrapy.org/en/latest/topics/settings.html#download-delay +# See also autothrottle settings and docs +#DOWNLOAD_DELAY = 3 +# The download delay setting will honor only one of: +#CONCURRENT_REQUESTS_PER_DOMAIN = 16 +#CONCURRENT_REQUESTS_PER_IP = 16 + +# Disable cookies (enabled by default) +#COOKIES_ENABLED = False + +# Disable Telnet Console (enabled by default) +#TELNETCONSOLE_ENABLED = False + +# Override the default request headers: +#DEFAULT_REQUEST_HEADERS = { +# 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8', +# 'Accept-Language': 'en', +#} + +# Enable or disable spider middlewares +# See https://docs.scrapy.org/en/latest/topics/spider-middleware.html +#SPIDER_MIDDLEWARES = { +# 'scrapy_selenium_demo.middlewares.ScrapySeleniumDemoSpiderMiddleware': 543, +#} + +# Enable or disable downloader middlewares +# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html +DOWNLOADER_MIDDLEWARES = { + 'scrapy_selenium_demo.middlewares.SeleniumMiddleware': 543, +} + +# Enable or disable extensions +# See https://docs.scrapy.org/en/latest/topics/extensions.html +#EXTENSIONS = { +# 'scrapy.extensions.telnet.TelnetConsole': None, +#} + +# Configure item pipelines +# See https://docs.scrapy.org/en/latest/topics/item-pipeline.html +ITEM_PIPELINES = { + 'scrapy_selenium_demo.pipelines.MongoPipeline': 300, +} + +# Enable and configure the AutoThrottle extension (disabled by default) +# See https://docs.scrapy.org/en/latest/topics/autothrottle.html +#AUTOTHROTTLE_ENABLED = True +# The initial download delay +#AUTOTHROTTLE_START_DELAY = 5 +# The maximum download delay to be set in case of high latencies +#AUTOTHROTTLE_MAX_DELAY = 60 +# The average number of requests Scrapy should be sending in parallel to +# each remote server +#AUTOTHROTTLE_TARGET_CONCURRENCY = 1.0 +# Enable showing throttling stats for every response received: +#AUTOTHROTTLE_DEBUG = False + +# Enable and configure HTTP caching (disabled by default) +# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html#httpcache-middleware-settings +#HTTPCACHE_ENABLED = True +#HTTPCACHE_EXPIRATION_SECS = 0 +#HTTPCACHE_DIR = 'httpcache' +#HTTPCACHE_IGNORE_HTTP_CODES = [] +#HTTPCACHE_STORAGE = 'scrapy.extensions.httpcache.FilesystemCacheStorage' + +MAX_PAGE = 3 + +SELENIUM_TIMEOUT = 30 + +CHROME_SERVICE_ARGS = ['--load-images=false', '--disk-cache=true'] + +MONGO_URI='localhost' +MONGO_DB='first_scrapy' \ No newline at end of file diff --git a/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/spiders/__init__.py b/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/spiders/__init__.py new file mode 100644 index 0000000..ebd689a --- /dev/null +++ b/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/spiders/__init__.py @@ -0,0 +1,4 @@ +# This package will contain the spiders of your Scrapy project +# +# Please refer to the documentation for information on how to create and manage +# your spiders. diff --git a/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/spiders/__pycache__/__init__.cpython-37.pyc b/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/spiders/__pycache__/__init__.cpython-37.pyc new file mode 100644 index 0000000..e48e9b9 Binary files /dev/null and b/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/spiders/__pycache__/__init__.cpython-37.pyc differ diff --git a/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/spiders/__pycache__/jd.cpython-37.pyc b/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/spiders/__pycache__/jd.cpython-37.pyc new file mode 100644 index 0000000..4c2678a Binary files /dev/null and b/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/spiders/__pycache__/jd.cpython-37.pyc differ diff --git a/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/spiders/jd.py b/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/spiders/jd.py new file mode 100644 index 0000000..e22b9d3 --- /dev/null +++ b/python-spider/scrapy_selenium_demo/scrapy_selenium_demo/spiders/jd.py @@ -0,0 +1,31 @@ +# -*- coding: utf-8 -*- +from scrapy import Request, Spider +from scrapy_selenium_demo.items import ProductItem + + +class JdSpider(Spider): + name = 'jd' + allowed_domains = ['www.jd.com'] + start_urls = ['http://www.jd.com/'] + + def start_requests(self): + base_url = 'https://search.jd.com/Search?keyword=iPhone&ev=exbrand_Apple' + headers = { + 'user-agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/79.0.3945.117 Safari/537.36', + 'referer': 'https://www.jd.com/' + } + for page in range(1, self.settings.get('MAX_PAGE') + 1, 2): + url = base_url + '&page=' + str(page) + yield Request(url=url, callback=self.parse, meta={'page': page}, headers = headers) + + def parse(self, response): + products = response.css('#J_goodsList .gl-item .gl-i-wrap') + for product in products: + item = ProductItem() + item['image'] = product.css('.p-img a img::attr("src")').extract_first() + item['price'] = product.css('.p-price i::text').extract_first() + item['name'] = product.css('.p-name em::text').extract_first() + item['commit'] = product.css('.p-commit a::text').extract_first() + item['shop'] = product.css('.p-shop a::text').extract_first() + item['icons'] = product.css('.p-icons .goods-icons::text').extract_first() + yield item \ No newline at end of file diff --git a/python-spider/scrapy_splash_demo/.gitignore b/python-spider/scrapy_splash_demo/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-spider/scrapy_splash_demo/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-spider/scrapy_splash_demo/scrapy.cfg b/python-spider/scrapy_splash_demo/scrapy.cfg new file mode 100644 index 0000000..194ddc8 --- /dev/null +++ b/python-spider/scrapy_splash_demo/scrapy.cfg @@ -0,0 +1,11 @@ +# Automatically created by: scrapy startproject +# +# For more information about the [deploy] section see: +# https://scrapyd.readthedocs.io/en/latest/deploy.html + +[settings] +default = scrapy_splash_demo.settings + +[deploy] +#url = http://localhost:6800/ +project = scrapy_splash_demo diff --git a/python-spider/scrapy_splash_demo/scrapy_splash_demo/__init__.py b/python-spider/scrapy_splash_demo/scrapy_splash_demo/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/python-spider/scrapy_splash_demo/scrapy_splash_demo/__pycache__/__init__.cpython-37.pyc b/python-spider/scrapy_splash_demo/scrapy_splash_demo/__pycache__/__init__.cpython-37.pyc new file mode 100644 index 0000000..88dfd51 Binary files /dev/null and b/python-spider/scrapy_splash_demo/scrapy_splash_demo/__pycache__/__init__.cpython-37.pyc differ diff --git a/python-spider/scrapy_splash_demo/scrapy_splash_demo/__pycache__/settings.cpython-37.pyc b/python-spider/scrapy_splash_demo/scrapy_splash_demo/__pycache__/settings.cpython-37.pyc new file mode 100644 index 0000000..b909d89 Binary files /dev/null and b/python-spider/scrapy_splash_demo/scrapy_splash_demo/__pycache__/settings.cpython-37.pyc differ diff --git a/python-spider/scrapy_splash_demo/scrapy_splash_demo/items.py b/python-spider/scrapy_splash_demo/scrapy_splash_demo/items.py new file mode 100644 index 0000000..81e0b31 --- /dev/null +++ b/python-spider/scrapy_splash_demo/scrapy_splash_demo/items.py @@ -0,0 +1,14 @@ +# -*- coding: utf-8 -*- + +# Define here the models for your scraped items +# +# See documentation in: +# https://docs.scrapy.org/en/latest/topics/items.html + +import scrapy + + +class ScrapySplashDemoItem(scrapy.Item): + # define the fields for your item here like: + # name = scrapy.Field() + pass diff --git a/python-spider/scrapy_splash_demo/scrapy_splash_demo/middlewares.py b/python-spider/scrapy_splash_demo/scrapy_splash_demo/middlewares.py new file mode 100644 index 0000000..f272ad9 --- /dev/null +++ b/python-spider/scrapy_splash_demo/scrapy_splash_demo/middlewares.py @@ -0,0 +1,103 @@ +# -*- coding: utf-8 -*- + +# Define here the models for your spider middleware +# +# See documentation in: +# https://docs.scrapy.org/en/latest/topics/spider-middleware.html + +from scrapy import signals + + +class ScrapySplashDemoSpiderMiddleware(object): + # Not all methods need to be defined. If a method is not defined, + # scrapy acts as if the spider middleware does not modify the + # passed objects. + + @classmethod + def from_crawler(cls, crawler): + # This method is used by Scrapy to create your spiders. + s = cls() + crawler.signals.connect(s.spider_opened, signal=signals.spider_opened) + return s + + def process_spider_input(self, response, spider): + # Called for each response that goes through the spider + # middleware and into the spider. + + # Should return None or raise an exception. + return None + + def process_spider_output(self, response, result, spider): + # Called with the results returned from the Spider, after + # it has processed the response. + + # Must return an iterable of Request, dict or Item objects. + for i in result: + yield i + + def process_spider_exception(self, response, exception, spider): + # Called when a spider or process_spider_input() method + # (from other spider middleware) raises an exception. + + # Should return either None or an iterable of Request, dict + # or Item objects. + pass + + def process_start_requests(self, start_requests, spider): + # Called with the start requests of the spider, and works + # similarly to the process_spider_output() method, except + # that it doesn’t have a response associated. + + # Must return only requests (not items). + for r in start_requests: + yield r + + def spider_opened(self, spider): + spider.logger.info('Spider opened: %s' % spider.name) + + +class ScrapySplashDemoDownloaderMiddleware(object): + # Not all methods need to be defined. If a method is not defined, + # scrapy acts as if the downloader middleware does not modify the + # passed objects. + + @classmethod + def from_crawler(cls, crawler): + # This method is used by Scrapy to create your spiders. + s = cls() + crawler.signals.connect(s.spider_opened, signal=signals.spider_opened) + return s + + def process_request(self, request, spider): + # Called for each request that goes through the downloader + # middleware. + + # Must either: + # - return None: continue processing this request + # - or return a Response object + # - or return a Request object + # - or raise IgnoreRequest: process_exception() methods of + # installed downloader middleware will be called + return None + + def process_response(self, request, response, spider): + # Called with the response returned from the downloader. + + # Must either; + # - return a Response object + # - return a Request object + # - or raise IgnoreRequest + return response + + def process_exception(self, request, exception, spider): + # Called when a download handler or a process_request() + # (from other downloader middleware) raises an exception. + + # Must either: + # - return None: continue processing this exception + # - return a Response object: stops process_exception() chain + # - return a Request object: stops process_exception() chain + pass + + def spider_opened(self, spider): + spider.logger.info('Spider opened: %s' % spider.name) diff --git a/python-spider/scrapy_splash_demo/scrapy_splash_demo/pipelines.py b/python-spider/scrapy_splash_demo/scrapy_splash_demo/pipelines.py new file mode 100644 index 0000000..2d8041d --- /dev/null +++ b/python-spider/scrapy_splash_demo/scrapy_splash_demo/pipelines.py @@ -0,0 +1,11 @@ +# -*- coding: utf-8 -*- + +# Define your item pipelines here +# +# Don't forget to add your pipeline to the ITEM_PIPELINES setting +# See: https://docs.scrapy.org/en/latest/topics/item-pipeline.html + + +class ScrapySplashDemoPipeline(object): + def process_item(self, item, spider): + return item diff --git a/python-spider/scrapy_splash_demo/scrapy_splash_demo/settings.py b/python-spider/scrapy_splash_demo/scrapy_splash_demo/settings.py new file mode 100644 index 0000000..0905e81 --- /dev/null +++ b/python-spider/scrapy_splash_demo/scrapy_splash_demo/settings.py @@ -0,0 +1,98 @@ +# -*- coding: utf-8 -*- + +# Scrapy settings for scrapy_splash_demo project +# +# For simplicity, this file contains only settings considered important or +# commonly used. You can find more settings consulting the documentation: +# +# https://docs.scrapy.org/en/latest/topics/settings.html +# https://docs.scrapy.org/en/latest/topics/downloader-middleware.html +# https://docs.scrapy.org/en/latest/topics/spider-middleware.html + +BOT_NAME = 'scrapy_splash_demo' + +SPIDER_MODULES = ['scrapy_splash_demo.spiders'] +NEWSPIDER_MODULE = 'scrapy_splash_demo.spiders' + + +# Crawl responsibly by identifying yourself (and your website) on the user-agent +#USER_AGENT = 'scrapy_splash_demo (+http://www.yourdomain.com)' + +# Obey robots.txt rules +ROBOTSTXT_OBEY = True + +# Configure maximum concurrent requests performed by Scrapy (default: 16) +#CONCURRENT_REQUESTS = 32 + +# Configure a delay for requests for the same website (default: 0) +# See https://docs.scrapy.org/en/latest/topics/settings.html#download-delay +# See also autothrottle settings and docs +#DOWNLOAD_DELAY = 3 +# The download delay setting will honor only one of: +#CONCURRENT_REQUESTS_PER_DOMAIN = 16 +#CONCURRENT_REQUESTS_PER_IP = 16 + +# Disable cookies (enabled by default) +#COOKIES_ENABLED = False + +# Disable Telnet Console (enabled by default) +#TELNETCONSOLE_ENABLED = False + +# Override the default request headers: +#DEFAULT_REQUEST_HEADERS = { +# 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8', +# 'Accept-Language': 'en', +#} + +# Enable or disable spider middlewares +# See https://docs.scrapy.org/en/latest/topics/spider-middleware.html +SPIDER_MIDDLEWARES = { + 'scrapy_splash.SplashDeduplicateArgsMiddleware': 100, +} + +# Enable or disable downloader middlewares +# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html +DOWNLOADER_MIDDLEWARES = { + 'scrapy_splash.SplashCookiesMiddleware': 723, + 'scrapy_splash.SplashMiddleware': 725, + 'scrapy.downloadermiddlewares.httpcompression.HttpCompressionMiddleware': 810, +} + +# Enable or disable extensions +# See https://docs.scrapy.org/en/latest/topics/extensions.html +#EXTENSIONS = { +# 'scrapy.extensions.telnet.TelnetConsole': None, +#} + +# Configure item pipelines +# See https://docs.scrapy.org/en/latest/topics/item-pipeline.html +#ITEM_PIPELINES = { +# 'scrapy_splash_demo.pipelines.ScrapySplashDemoPipeline': 300, +#} + +# Enable and configure the AutoThrottle extension (disabled by default) +# See https://docs.scrapy.org/en/latest/topics/autothrottle.html +#AUTOTHROTTLE_ENABLED = True +# The initial download delay +#AUTOTHROTTLE_START_DELAY = 5 +# The maximum download delay to be set in case of high latencies +#AUTOTHROTTLE_MAX_DELAY = 60 +# The average number of requests Scrapy should be sending in parallel to +# each remote server +#AUTOTHROTTLE_TARGET_CONCURRENCY = 1.0 +# Enable showing throttling stats for every response received: +#AUTOTHROTTLE_DEBUG = False + +# Enable and configure HTTP caching (disabled by default) +# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html#httpcache-middleware-settings +#HTTPCACHE_ENABLED = True +#HTTPCACHE_EXPIRATION_SECS = 0 +#HTTPCACHE_DIR = 'httpcache' +#HTTPCACHE_IGNORE_HTTP_CODES = [] +#HTTPCACHE_STORAGE = 'scrapy.extensions.httpcache.FilesystemCacheStorage' + +SPLASH_URL = 'http://localhost:8050/' + +DUPEFILTER_CLASS = 'scrapy_splash.SplashAwareDupeFilter' + +HTTPCACHE_STORAGE = 'scrapy_splash.SplashAwareFSCacheStorage' \ No newline at end of file diff --git a/python-spider/scrapy_splash_demo/scrapy_splash_demo/spiders/__init__.py b/python-spider/scrapy_splash_demo/scrapy_splash_demo/spiders/__init__.py new file mode 100644 index 0000000..ebd689a --- /dev/null +++ b/python-spider/scrapy_splash_demo/scrapy_splash_demo/spiders/__init__.py @@ -0,0 +1,4 @@ +# This package will contain the spiders of your Scrapy project +# +# Please refer to the documentation for information on how to create and manage +# your spiders. diff --git a/python-spider/scrapy_splash_demo/scrapy_splash_demo/spiders/__pycache__/__init__.cpython-37.pyc b/python-spider/scrapy_splash_demo/scrapy_splash_demo/spiders/__pycache__/__init__.cpython-37.pyc new file mode 100644 index 0000000..4b7619a Binary files /dev/null and b/python-spider/scrapy_splash_demo/scrapy_splash_demo/spiders/__pycache__/__init__.cpython-37.pyc differ diff --git a/python-spider/scrapy_splash_demo/scrapy_splash_demo/spiders/__pycache__/jd.cpython-37.pyc b/python-spider/scrapy_splash_demo/scrapy_splash_demo/spiders/__pycache__/jd.cpython-37.pyc new file mode 100644 index 0000000..1f058e8 Binary files /dev/null and b/python-spider/scrapy_splash_demo/scrapy_splash_demo/spiders/__pycache__/jd.cpython-37.pyc differ diff --git a/python-spider/scrapy_splash_demo/scrapy_splash_demo/spiders/jd.py b/python-spider/scrapy_splash_demo/scrapy_splash_demo/spiders/jd.py new file mode 100644 index 0000000..eeff2a7 --- /dev/null +++ b/python-spider/scrapy_splash_demo/scrapy_splash_demo/spiders/jd.py @@ -0,0 +1,29 @@ +# -*- coding: utf-8 -*- +import scrapy +from scrapy_splash import SplashRequest + + +lua_script = """ +function main(splash, args) + splash:go(args.url) + return { + url = splash:url(), + jpeg = splash:jpeg(), + har = splash:har(), + cookies = splash:get_cookies() + } +end +""" + + +class JdSpider(scrapy.Spider): + name = 'jd' + allowed_domains = ['www.jd.com'] + start_urls = ['http://www.jd.com/'] + + def start_requests(self): + url = 'https://www.jd.com/' + yield SplashRequest(url=url, callback=self.parse) + + def parse(self, response): + self.logger.debug(response.text) diff --git a/python-spider/splash-demo/.gitignore b/python-spider/splash-demo/.gitignore new file mode 100644 index 0000000..a2a3040 --- /dev/null +++ b/python-spider/splash-demo/.gitignore @@ -0,0 +1,31 @@ +HELP.md +target/ +!.mvn/wrapper/maven-wrapper.jar +!**/src/main/** +!**/src/test/** + +### STS ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache + +### IntelliJ IDEA ### +.idea +*.iws +*.iml +*.ipr + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ +build/ + +### VS Code ### +.vscode/ diff --git a/python-spider/splash-demo/demo.py b/python-spider/splash-demo/demo.py new file mode 100644 index 0000000..7b7538d --- /dev/null +++ b/python-spider/splash-demo/demo.py @@ -0,0 +1,22 @@ +import requests + +url = 'http://localhost:8050/render.html?url=https://www.jd.com' +response = requests.get(url) +print(response.text) + +url = 'http://localhost:8050/render.png?url=https://www.jd.com&width=1000&height=700' +response = requests.get(url) +with open('jd.png', 'wb') as f: + f.write(response.content) + +url = 'http://localhost:8050/render.har?url=https://www.jd.com' +response = requests.get(url) +print(response.text) + +url = 'http://localhost:8050/render.json?url=https://httpbin.org/get' +response = requests.get(url) +print(response.text) + +url = 'http://localhost:8050/render.json?url=https://httpbin.org/get&html=1&har=1' +response = requests.get(url) +print(response.text) \ No newline at end of file diff --git a/python-spider/splash-demo/execute_demo.py b/python-spider/splash-demo/execute_demo.py new file mode 100644 index 0000000..098071b --- /dev/null +++ b/python-spider/splash-demo/execute_demo.py @@ -0,0 +1,18 @@ +import requests +from urllib.parse import quote + +lua = ''' +function main(splash, args) + splash:go("https://www.geekdigging.com/") + return { + url = splash:url(), + jpeg = splash:jpeg(), + har = splash:har(), + cookies = splash:get_cookies() + } +end +''' + +url = 'http://localhost:8050/execute?lua_source=' + quote(lua) +response = requests.get(url) +print(response.text) \ No newline at end of file diff --git a/python-spider/splash-demo/jd.png b/python-spider/splash-demo/jd.png new file mode 100644 index 0000000..5ed797b Binary files /dev/null and b/python-spider/splash-demo/jd.png differ diff --git a/python-spider/urllib-spider-mzitu/Spider_Mzitu.py b/python-spider/urllib-spider-mzitu/Spider_Mzitu.py index de075dd..3524449 100644 --- a/python-spider/urllib-spider-mzitu/Spider_Mzitu.py +++ b/python-spider/urllib-spider-mzitu/Spider_Mzitu.py @@ -7,7 +7,7 @@ # 请求头添加 UA # 保存路径 -save_path = 'D:\\spider_file' +save_path = 'D:\\spider_file_mm' def get_ua(): user_agents = [ @@ -123,7 +123,7 @@ def get_inner(url, file_path): for i in range(1, int(max_num)): # 访问过快会被限制,增加睡眠时间 - time.sleep(0.5) + time.sleep(1) inner_url = url + '/' + str(i) inner_req = urllib.request.Request(url=inner_url, headers=headers, method='GET') @@ -156,7 +156,7 @@ def get_inner(url, file_path): except: print('爬取报错') def main(): - url = 'https://www.mzitu.com/xinggan/page/' + url = 'https://www.mzitu.com/mm/page/' for i in range(1, 163): get_outer(url + str(i)) diff --git a/spider-blog/spider-demo.py b/spider-blog/spider-demo.py index d19df0f..f8f82f9 100644 --- a/spider-blog/spider-demo.py +++ b/spider-blog/spider-demo.py @@ -5,10 +5,10 @@ # 数据库连接 def connect(): - conn = pymysql.connect(host='localhost', - port=3306, + conn = pymysql.connect(host='cdb-1dydsrwm.bj.tencentcdb.com', + port=10224, user='root', - password='123456', + password='wsy@123456', database='blog_data', charset='utf8mb4')