本篇案例以这个网站为例，
阿里云智能logo设计，用requests抓取这个网站页面的时候是抓取不到生成的logo图片的，因为数据不是直接就存储在html页面里的，ajax请求在不重新加载整个页面的情况下，只对网页的某部分进行更新。
因此我们想要编写代码来绕过浏览器操作，比如一些form表单提交关键词，通过ajax请求直接拿到ajax请求传送的生成logo图片数据。
思路和步骤：
（1）按照步骤，输入Logo名称为“小天才”和口号为“Genius”，并且选择想要“创办公司”，关键词为“互联网”，“软件和信息技术服务业”，
点击生成logo之后，如下图所示：
（2）我们现在想要获取ajax链接：找到html页面通过发送哪个ajax请求以达到接收logo图片数据的目的，在页面上加载出生成的logo图片的。
（3）在本篇例子的需要爬取的页面右击“检查”打开浏览器开发者工具，之后点击“Network”，将查找类别选择为“XHR”，这里面都存放的是浏览器开发工具过滤出来的ajax请求。
刷新页面之后，我们可以从这个里面看到有一个请求是以“https://logo.aliyun.com/logo/buildGoodsList.json?”开头的这个ajax请求就是我们想要找的，html页面通过发送这个ajax请求接收数据，在页面上加载出生成的logo图片的。
注意：在这个过程中，有时候会跳转到登录页面让你重新登录，不用担心。重新登录之后，页面又会跳转回到这个生成结果的页面，同样可以找到这个ajax请求。
（4）我们可以在浏览器开发者工具里的“network”的“XHR”中，这个ajax请求的“Preview”中看到我们想要爬取的logo生成url地址，
也可以在浏览器开发者工具里的“network”的“XHR”中，这个ajax请求的“Response”中看到我们想要爬取的logo生成url地址，这两个数据是一样的。
（5）ajax请求一般返回的是json数据，所以爬取的数据可能解析形式有所不同。我们可以直接将数据的格式转换成json格式，访问方式是字典和列表格式。
Ajax一般返回的是json格式数据，直接使用requests对ajax地址进行post或get（下载），返回json格式数据，解析json数据即可得到想要获取的信息（解析）。
另外一个就是访问参数param，如果ajax请求中带有param 的话，需要将param其构造创建。如果没有的话，那么就可以忽略。本篇的例子的ajax请求中有参数，编写代码时需要注意参数字典构造方法。
爬虫的完整代码：
import requests,json
from urllib.parse import urlencode
import requests
from pyquery import PyQuery as pq
base_url = "https://logo.aliyun.com/logo/buildGoodsList.json?"
headers = {
"cookie": "cna=liaPF6GPZ0cCAXuuxE6TaBwc; aliyun_choice=CN; _uab_collina=165174083869593284740835; t=c68c60f79656b6361d4c3299eceefb0d; login_aliyunid_pk=1934551737570629; userViewed=aliyun745882****; aliyun_lang=zh; XSRF-TOKEN=1972b755-e958-4330-86e7-3777d4ab992d; _samesite_flag_=true; cookie2=1da4afe997cab48cc14db3f3c107e487; _tb_token_=e345333e7a7e3; _hvn_login=6; csg=e7a351ed; login_aliyunid=\"aliyun745882****\"; login_aliyunid_ticket=XXZQg4KFWufyvpeV*0*Cm58slMT1tJw3_p$$_29heKupjCAXonKn8srwMrwdWdmdfARMiNcYT7KgxVof_BNpwU_TOTNChZBoeM1KJexdfb9zhYnsN5Zos6qISCrRt7mGxbigG2Cd4fWaCmBZHIzsgd6q0; login_aliyunid_csrf=_csrf_tk_1567151892930436; hssid=1R5BQXbbgg6ZI2G5RDYuPlQ1; hsite=6; aliyun_country=CN; aliyun_site=CN; JSESSIONID=B2DD0AEF589EBA595F400F5B4BC1A34F; isg=BLOzZloi1S8TaJmg6Uvv2hRxQrfd6EeqrRu0HWVQD1IJZNMG7bjX-hH1H5SKEZ-i; l=eBN9iCerLSmJGNcKBOfahurza77OSIRvWuPzaNbMiOCPOV5B5sqfW645E5T6C3hVh68HR3Jfz-p8BeYBqQd-nxv96aiE7Vkmn; tfstk=c3zPBbTpSaQykF0CX4gFdNR7DRPRZ0HnCElZqOvgx4W1DXoliIvKixQtgXR2K0f..",
"referer": "https://logo.aliyun.com/logo?msctype=email&mscareaid=cn&mscsiteid=cn&mscmsgid=9140122032200691186&spm=a2c4l.26849360.zh-cnc.1&accounttraceid=76ef6c44de72465daef048c81127602enspq",
"user-agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/100.0.4896.127 Safari/537.36"
}
def get_page():
params = {
"brandName": "小天才",
"slogan": "Genius",
"keywords": "互联网",
"industryName": "软件和信息技术服务业",
"industryId": 49,
"sceneId": 2,
"page": 1,
}
url = base_url + urlencode(params)
try:
respnose = requests.get(url,headers=headers)
if respnose.status_code==200:
return respnose.json()
except requests.ConnectionError as e:
print("Error",e.args)
if __name__ == '__main__':
json = get_page()
print(json)
（6）在vscode新建终端，运行代码，终端显示的爬取结果如下所示，可以看到我们已经得到了ajax传送到html页面的数据了：
{'message': None, 'code': '200', 'data': {'images': {'version': 'L2022050711414741873785', 'nextPage': 2, 'pageNumber': 1, 'list': [{'goodsId': '1d07416ecfe248408a0c4613d49423b2', 'url': 'https://logo.aliyun.com/logo/image?goodsId=1d07416ecfe248408a0c4613d49423b2&type=origin&f=brk', 'isCollect': 0, 'path': None, 'isv': 'zy', 'previewUrls': ['https://logo.aliyun.com/logo/image?goodsId=1d07416ecfe248408a0c4613d49423b2&type=origin&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=1d07416ecfe248408a0c4613d49423b2&type=fanbai&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=1d07416ecfe248408a0c4613d49423b2&type=fanhei&f=brk'], 'sceneUrls': ['https://logo.aliyun.com/logo/image?goodsId=1d07416ecfe248408a0c4613d49423b2&type=scene1&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=1d07416ecfe248408a0c4613d49423b2&type=scene2&f=brk', 'https://logo.aliyun.com/logo/echoChart?goods_id=1d07416ecfe248408a0c4613d49423b2&num=70&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1d07416ecfe248408a0c4613d49423b2&num=71&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1d07416ecfe248408a0c4613d49423b2&num=76&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1d07416ecfe248408a0c4613d49423b2&num=72&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1d07416ecfe248408a0c4613d49423b2&num=73&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1d07416ecfe248408a0c4613d49423b2&num=74&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1d07416ecfe248408a0c4613d49423b2&num=75&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1d07416ecfe248408a0c4613d49423b2&num=77&f=brk&industry_id=0'], 'tagId': 3, 'enableChangeIcon': False, 'enableChangeLayout': False}, {'goodsId': 'cf0d1f22f8c44a40af20198beeae7112', 'url': 'https://logo.aliyun.com/logo/image?goodsId=cf0d1f22f8c44a40af20198beeae7112&type=origin&f=brk', 'isCollect': 0, 'path': None, 'isv': 'zy', 'previewUrls': ['https://logo.aliyun.com/logo/image?goodsId=cf0d1f22f8c44a40af20198beeae7112&type=origin&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=cf0d1f22f8c44a40af20198beeae7112&type=fanbai&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=cf0d1f22f8c44a40af20198beeae7112&type=fanhei&f=brk'], 'sceneUrls': ['https://logo.aliyun.com/logo/image?goodsId=cf0d1f22f8c44a40af20198beeae7112&type=scene1&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=cf0d1f22f8c44a40af20198beeae7112&type=scene2&f=brk', 'https://logo.aliyun.com/logo/echoChart?goods_id=cf0d1f22f8c44a40af20198beeae7112&num=70&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=cf0d1f22f8c44a40af20198beeae7112&num=71&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=cf0d1f22f8c44a40af20198beeae7112&num=76&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=cf0d1f22f8c44a40af20198beeae7112&num=72&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=cf0d1f22f8c44a40af20198beeae7112&num=73&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=cf0d1f22f8c44a40af20198beeae7112&num=74&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=cf0d1f22f8c44a40af20198beeae7112&num=75&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=cf0d1f22f8c44a40af20198beeae7112&num=77&f=brk&industry_id=0'], 'tagId': 1, 'enableChangeIcon': False, 'enableChangeLayout': True}, {'goodsId': 'dabe1aff0cb34d32925a5767142720c1', 'url': 'https://logo.aliyun.com/logo/image?goodsId=dabe1aff0cb34d32925a5767142720c1&type=origin&f=brk', 'isCollect': 0, 'path': None, 'isv': 'zy', 'previewUrls': ['https://logo.aliyun.com/logo/image?goodsId=dabe1aff0cb34d32925a5767142720c1&type=origin&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=dabe1aff0cb34d32925a5767142720c1&type=fanbai&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=dabe1aff0cb34d32925a5767142720c1&type=fanhei&f=brk'], 'sceneUrls': ['https://logo.aliyun.com/logo/image?goodsId=dabe1aff0cb34d32925a5767142720c1&type=scene1&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=dabe1aff0cb34d32925a5767142720c1&type=scene2&f=brk', 'https://logo.aliyun.com/logo/echoChart?goods_id=dabe1aff0cb34d32925a5767142720c1&num=70&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=dabe1aff0cb34d32925a5767142720c1&num=71&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=dabe1aff0cb34d32925a5767142720c1&num=76&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=dabe1aff0cb34d32925a5767142720c1&num=72&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=dabe1aff0cb34d32925a5767142720c1&num=73&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=dabe1aff0cb34d32925a5767142720c1&num=74&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=dabe1aff0cb34d32925a5767142720c1&num=75&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=dabe1aff0cb34d32925a5767142720c1&num=77&f=brk&industry_id=0'], 'tagId': 3, 'enableChangeIcon': False, 'enableChangeLayout': False}, {'goodsId': '9ed74aaf6dcaf015449ebae0377264c7', 'url': 'https://logo.aliyun.com/logo/image?goodsId=9ed74aaf6dcaf015449ebae0377264c7&type=png', 'isCollect': 0, 'path': None, 'isv': 'lkk', 'previewUrls': None, 'sceneUrls': None, 'tagId': 2, 'enableChangeIcon': False, 'enableChangeLayout': False}, {'goodsId': '5ac8a1f02aef92847d4d7300fd277877', 'url': 'https://logo.aliyun.com/logo/image?goodsId=5ac8a1f02aef92847d4d7300fd277877&type=png', 'isCollect': 0, 'path': None, 'isv': 'lkk', 'previewUrls': None, 'sceneUrls': None, 'tagId': 2, 'enableChangeIcon': False, 'enableChangeLayout': False}, {'goodsId': 'a1fa871a83a0d93c550d1a8ecae86df1', 'url': 'https://logo.aliyun.com/logo/image?goodsId=a1fa871a83a0d93c550d1a8ecae86df1&type=png', 'isCollect': 0, 'path': None, 'isv': 'lkk', 'previewUrls': None, 'sceneUrls': None, 'tagId': 2, 'enableChangeIcon': False, 'enableChangeLayout':
False}, {'goodsId': '1cb580f75c1946adaf8a8275e658f229', 'url': 'https://logo.aliyun.com/logo/image?goodsId=1cb580f75c1946adaf8a8275e658f229&type=origin&f=brk', 'isCollect': 0, 'path': None, 'isv': 'zy', 'previewUrls': ['https://logo.aliyun.com/logo/image?goodsId=1cb580f75c1946adaf8a8275e658f229&type=origin&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=1cb580f75c1946adaf8a8275e658f229&type=fanbai&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=1cb580f75c1946adaf8a8275e658f229&type=fanhei&f=brk'], 'sceneUrls': ['https://logo.aliyun.com/logo/image?goodsId=1cb580f75c1946adaf8a8275e658f229&type=scene1&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=1cb580f75c1946adaf8a8275e658f229&type=scene2&f=brk', 'https://logo.aliyun.com/logo/echoChart?goods_id=1cb580f75c1946adaf8a8275e658f229&num=70&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1cb580f75c1946adaf8a8275e658f229&num=71&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1cb580f75c1946adaf8a8275e658f229&num=76&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1cb580f75c1946adaf8a8275e658f229&num=72&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1cb580f75c1946adaf8a8275e658f229&num=73&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1cb580f75c1946adaf8a8275e658f229&num=74&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1cb580f75c1946adaf8a8275e658f229&num=75&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1cb580f75c1946adaf8a8275e658f229&num=77&f=brk&industry_id=0'], 'tagId': 1, 'enableChangeIcon': False, 'enableChangeLayout': True}, {'goodsId': '876dfd42ad8a44368e3b5872740b64eb', 'url': 'https://logo.aliyun.com/logo/image?goodsId=876dfd42ad8a44368e3b5872740b64eb&type=origin&f=brk', 'isCollect': 0, 'path': None, 'isv': 'ali', 'previewUrls': ['https://logo.aliyun.com/logo/image?goodsId=876dfd42ad8a44368e3b5872740b64eb&type=origin&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=876dfd42ad8a44368e3b5872740b64eb&type=fanbai&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=876dfd42ad8a44368e3b5872740b64eb&type=fanhei&f=brk'], 'sceneUrls': ['https://logo.aliyun.com/logo/image?goodsId=876dfd42ad8a44368e3b5872740b64eb&type=scene1&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=876dfd42ad8a44368e3b5872740b64eb&type=scene2&f=brk', 'https://logo.aliyun.com/logo/echoChart?goods_id=876dfd42ad8a44368e3b5872740b64eb&num=70&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=876dfd42ad8a44368e3b5872740b64eb&num=71&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=876dfd42ad8a44368e3b5872740b64eb&num=76&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=876dfd42ad8a44368e3b5872740b64eb&num=72&f=brk&industry_id=0',
'https://logo.aliyun.com/logo/echoChart?goods_id=876dfd42ad8a44368e3b5872740b64eb&num=73&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=876dfd42ad8a44368e3b5872740b64eb&num=74&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=876dfd42ad8a44368e3b5872740b64eb&num=75&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=876dfd42ad8a44368e3b5872740b64eb&num=77&f=brk&industry_id=0'], 'tagId': 3, 'enableChangeIcon': False, 'enableChangeLayout': False}, {'goodsId': '1f13c0d58337495db8c1f52484a5edbd', 'url': 'https://logo.aliyun.com/logo/image?goodsId=1f13c0d58337495db8c1f52484a5edbd&type=origin&f=brk', 'isCollect': 0, 'path': None, 'isv': 'zy', 'previewUrls': ['https://logo.aliyun.com/logo/image?goodsId=1f13c0d58337495db8c1f52484a5edbd&type=origin&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=1f13c0d58337495db8c1f52484a5edbd&type=fanbai&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=1f13c0d58337495db8c1f52484a5edbd&type=fanhei&f=brk'], 'sceneUrls': ['https://logo.aliyun.com/logo/image?goodsId=1f13c0d58337495db8c1f52484a5edbd&type=scene1&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=1f13c0d58337495db8c1f52484a5edbd&type=scene2&f=brk', 'https://logo.aliyun.com/logo/echoChart?goods_id=1f13c0d58337495db8c1f52484a5edbd&num=70&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1f13c0d58337495db8c1f52484a5edbd&num=71&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1f13c0d58337495db8c1f52484a5edbd&num=76&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1f13c0d58337495db8c1f52484a5edbd&num=72&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1f13c0d58337495db8c1f52484a5edbd&num=73&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1f13c0d58337495db8c1f52484a5edbd&num=74&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1f13c0d58337495db8c1f52484a5edbd&num=75&f=brk&industry_id=0', 'https://logo.aliyun.com/logo/echoChart?goods_id=1f13c0d58337495db8c1f52484a5edbd&num=77&f=brk&industry_id=0'], 'tagId': 1, 'enableChangeIcon': False, 'enableChangeLayout': True}, {'goodsId': 'd170c7d3e5ceb72e78498a5a6f114164', 'url': 'https://logo.aliyun.com/logo/image?goodsId=d170c7d3e5ceb72e78498a5a6f114164&type=png', 'isCollect': 0, 'path': None, 'isv': 'lkk', 'previewUrls': None, 'sceneUrls': None, 'tagId': 2, 'enableChangeIcon': False, 'enableChangeLayout': False},
{'goodsId': '702abfbf71635057a12b3ebca33124ff', 'url': 'https://logo.aliyun.com/logo/image?goodsId=702abfbf71635057a12b3ebca33124ff&type=png', 'isCollect': 0, 'path': None, 'isv': 'lkk', 'previewUrls': None, 'sceneUrls': None, 'tagId': 2, 'enableChangeIcon': False, 'enableChangeLayout': False}, {'goodsId': '27ea2cfef6c6bebb394180a9a0361634', 'url': 'https://logo.aliyun.com/logo/image?goodsId=27ea2cfef6c6bebb394180a9a0361634&type=png', 'isCollect': 0, 'path': None, 'isv': 'lkk', 'previewUrls': None, 'sceneUrls': None, 'tagId': 2, 'enableChangeIcon': False, 'enableChangeLayout': False}, {'goodsId': '4613ca4a5adb444dad34aea77c74d937', 'url': 'https://logo.aliyun.com/logo/image?goodsId=4613ca4a5adb444dad34aea77c74d937&type=origin&f=brk', 'isCollect': 0, 'path': None, 'isv': 'zy', 'previewUrls': ['https://logo.aliyun.com/logo/image?goodsId=4613ca4a5adb444dad34aea77c74d937&type=origin&f=brk', 'https://logo.aliyun.com/logo/image?goodsId=4613ca4a5adb444dad34aea77c74d937&type=fanbai&f=brk', 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OK，结束。