{"id":1054394,"date":"2024-12-31T14:41:58","date_gmt":"2024-12-31T06:41:58","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1054394.html"},"modified":"2024-12-31T14:42:00","modified_gmt":"2024-12-31T06:42:00","slug":"python%e5%a6%82%e4%bd%95%e7%88%ac%e5%8f%96%e4%b8%80%e4%b8%aa%e5%9c%b0%e5%9b%be","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1054394.html","title":{"rendered":"python\u5982\u4f55\u722c\u53d6\u4e00\u4e2a\u5730\u56fe"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/12\/f7bf097a-590f-45a4-a038-150735851d36.webp?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"python\u5982\u4f55\u722c\u53d6\u4e00\u4e2a\u5730\u56fe\" \/><\/p>\n<p><p> \u5f00\u5934\u6bb5\u843d: <strong>\u8981\u5728Python\u4e2d\u722c\u53d6\u4e00\u4e2a\u5730\u56fe\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u51e0\u79cd\u65b9\u6cd5\uff1a\u4f7f\u7528API\u3001\u4f7f\u7528selenium\u3001\u4f7f\u7528beautifulsoup\u3002<\/strong> \u4f7f\u7528API\u901a\u5e38\u662f\u6700\u7b80\u5355\u548c\u6700\u53ef\u9760\u7684\u65b9\u6cd5\uff0c\u56e0\u4e3a\u5927\u591a\u6570\u5730\u56fe\u670d\u52a1\u90fd\u63d0\u4f9b\u4e86API\u63a5\u53e3\u4f9b\u5f00\u53d1\u8005\u4f7f\u7528\u3002API\u63a5\u53e3\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u529f\u80fd\u548c\u6570\u636e\uff0c\u53ef\u4ee5\u6ee1\u8db3\u5927\u90e8\u5206\u9700\u6c42\u3002\u4f7f\u7528Selenium\u5219\u9002\u7528\u4e8e\u9700\u8981\u6a21\u62df\u7528\u6237\u5728\u6d4f\u89c8\u5668\u4e2d\u7684\u884c\u4e3a\uff0c\u6bd4\u5982\u70b9\u51fb\u3001\u6eda\u52a8\u7b49\u64cd\u4f5c\u3002BeautifulSoup\u5219\u9002\u7528\u4e8e\u89e3\u6790HTML\u6587\u6863\uff0c\u63d0\u53d6\u5176\u4e2d\u7684\u5730\u56fe\u4fe1\u606f\u3002\u8fd9\u4e09\u79cd\u65b9\u6cd5\u5404\u6709\u4f18\u7f3a\u70b9\uff0c\u5177\u4f53\u9009\u62e9\u54ea\u79cd\u65b9\u6cd5\u53d6\u51b3\u4e8e\u4f60\u7684\u5177\u4f53\u9700\u6c42\u548c\u573a\u666f\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u4f7f\u7528API<\/p>\n<\/p>\n<p><p>\u4f7f\u7528API\u662f\u722c\u53d6\u5730\u56fe\u6570\u636e\u6700\u5e38\u89c1\u548c\u4fbf\u6377\u7684\u65b9\u6cd5\u3002\u5927\u591a\u6570\u5730\u56fe\u670d\u52a1\uff0c\u5982Google Maps\u3001Bing Maps\u3001OpenStreetMap\u7b49\uff0c\u90fd\u63d0\u4f9b\u4e86API\u63a5\u53e3\u4f9b\u5f00\u53d1\u8005\u4f7f\u7528\u3002\u8fd9\u4e9bAPI\u63a5\u53e3\u901a\u5e38\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u529f\u80fd\u548c\u6570\u636e\uff0c\u53ef\u4ee5\u6ee1\u8db3\u5927\u90e8\u5206\u9700\u6c42\u3002<\/p>\n<\/p>\n<ol>\n<li>\u4f7f\u7528Google Maps API<\/li>\n<\/ol>\n<p><p>Google Maps API\u662f\u6700\u5e38\u7528\u7684\u5730\u56fe\u670d\u52a1\u4e4b\u4e00\u3002\u901a\u8fc7Google Maps API\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u83b7\u53d6\u5730\u56fe\u6570\u636e\u3001\u5730\u7406\u7f16\u7801\u3001\u8def\u7ebf\u89c4\u5212\u7b49\u4fe1\u606f\u3002\u8981\u4f7f\u7528Google Maps API\uff0c\u9996\u5148\u9700\u8981\u6ce8\u518c\u4e00\u4e2aGoogle Cloud\u8d26\u6237\uff0c\u5e76\u83b7\u53d6API\u5bc6\u94a5\u3002\u7136\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528Python\u7684requests\u5e93\u53d1\u9001HTTP\u8bf7\u6c42\uff0c\u83b7\u53d6\u5730\u56fe\u6570\u636e\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import requests<\/p>\n<h2><strong>\u8bbe\u7f6eAPI\u5bc6\u94a5\u548c\u8bf7\u6c42URL<\/strong><\/h2>\n<p>api_key = &#39;YOUR_API_KEY&#39;<\/p>\n<p>url = f&#39;https:\/\/maps.googleapis.com\/maps\/api\/geocode\/json?address=New+York&amp;key={api_key}&#39;<\/p>\n<h2><strong>\u53d1\u9001HTTP\u8bf7\u6c42<\/strong><\/h2>\n<p>response = requests.get(url)<\/p>\n<h2><strong>\u89e3\u6790\u54cd\u5e94\u6570\u636e<\/strong><\/h2>\n<p>data = response.json()<\/p>\n<p>print(data)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u4f7f\u7528OpenStreetMap API<\/li>\n<\/ol>\n<p><p>OpenStreetMap\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u5730\u56fe\u670d\u52a1\uff0c\u63d0\u4f9b\u4e86\u514d\u8d39\u7684API\u63a5\u53e3\u3002\u4f7f\u7528OpenStreetMap API\uff0c\u53ef\u4ee5\u83b7\u53d6\u5730\u56fe\u6570\u636e\u3001\u5730\u7406\u7f16\u7801\u3001\u8def\u7ebf\u89c4\u5212\u7b49\u4fe1\u606f\u3002OpenStreetMap API\u7684\u4f7f\u7528\u65b9\u6cd5\u4e0eGoogle Maps API\u7c7b\u4f3c\uff0c\u4e5f\u9700\u8981\u4f7f\u7528requests\u5e93\u53d1\u9001HTTP\u8bf7\u6c42\uff0c\u83b7\u53d6\u5730\u56fe\u6570\u636e\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import requests<\/p>\n<h2><strong>\u8bbe\u7f6e\u8bf7\u6c42URL<\/strong><\/h2>\n<p>url = &#39;https:\/\/nominatim.openstreetmap.org\/search?q=New+York&amp;format=json&#39;<\/p>\n<h2><strong>\u53d1\u9001HTTP\u8bf7\u6c42<\/strong><\/h2>\n<p>response = requests.get(url)<\/p>\n<h2><strong>\u89e3\u6790\u54cd\u5e94\u6570\u636e<\/strong><\/h2>\n<p>data = response.json()<\/p>\n<p>print(data)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e8c\u3001\u4f7f\u7528Selenium<\/p>\n<\/p>\n<p><p>Selenium\u662f\u4e00\u4e2a\u7528\u4e8e\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u5de5\u5177\uff0c\u53ef\u4ee5\u6a21\u62df\u7528\u6237\u5728\u6d4f\u89c8\u5668\u4e2d\u7684\u884c\u4e3a\u3002\u4f7f\u7528Selenium\uff0c\u53ef\u4ee5\u6a21\u62df\u7528\u6237\u5728\u5730\u56fe\u670d\u52a1\u4e2d\u7684\u64cd\u4f5c\uff0c\u5982\u70b9\u51fb\u3001\u6eda\u52a8\u3001\u7f29\u653e\u7b49\uff0c\u4ece\u800c\u83b7\u53d6\u5730\u56fe\u6570\u636e\u3002Selenium\u9002\u7528\u4e8e\u9700\u8981\u6a21\u62df\u590d\u6742\u7528\u6237\u884c\u4e3a\u7684\u573a\u666f\uff0c\u4f46\u7531\u4e8e\u5176\u9700\u8981\u542f\u52a8\u6d4f\u89c8\u5668\uff0c\u6027\u80fd\u76f8\u5bf9\u8f83\u4f4e\u3002<\/p>\n<\/p>\n<ol>\n<li>\u5b89\u88c5Selenium\u548c\u6d4f\u89c8\u5668\u9a71\u52a8<\/li>\n<\/ol>\n<p><p>\u4f7f\u7528Selenium\uff0c\u9700\u8981\u5148\u5b89\u88c5Selenium\u5e93\u548c\u6d4f\u89c8\u5668\u9a71\u52a8\u3002\u4ee5Chrome\u6d4f\u89c8\u5668\u4e3a\u4f8b\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5Selenium\u5e93\uff0c\u5e76\u4e0b\u8f7dChrome\u6d4f\u89c8\u5668\u9a71\u52a8\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install selenium<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e0b\u8f7dChrome\u6d4f\u89c8\u5668\u9a71\u52a8\uff1a<a href=\"https:\/\/sites.google.com\/a\/chromium.org\/chromedriver\/downloads\">https:\/\/sites.google.com\/a\/chromium.org\/chromedriver\/downloads<\/a><\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u4f7f\u7528Selenium\u83b7\u53d6\u5730\u56fe\u6570\u636e<\/li>\n<\/ol>\n<p><pre><code class=\"language-python\">from selenium import webdriver<\/p>\n<h2><strong>\u8bbe\u7f6eChrome\u6d4f\u89c8\u5668\u9a71\u52a8\u8def\u5f84<\/strong><\/h2>\n<p>driver_path = &#39;path_to_chromedriver&#39;<\/p>\n<h2><strong>\u521d\u59cb\u5316Chrome\u6d4f\u89c8\u5668<\/strong><\/h2>\n<p>driver = webdriver.Chrome(executable_path=driver_path)<\/p>\n<h2><strong>\u6253\u5f00\u5730\u56fe\u670d\u52a1\u9875\u9762<\/strong><\/h2>\n<p>driver.get(&#39;https:\/\/www.google.com\/maps&#39;)<\/p>\n<h2><strong>\u6a21\u62df\u7528\u6237\u64cd\u4f5c\uff0c\u5982\u70b9\u51fb\u3001\u6eda\u52a8\u7b49<\/strong><\/h2>\n<h2><strong>\u83b7\u53d6\u9875\u9762\u6e90\u4ee3\u7801<\/strong><\/h2>\n<p>page_source = driver.page_source<\/p>\n<h2><strong>\u89e3\u6790\u9875\u9762\u6e90\u4ee3\u7801\uff0c\u63d0\u53d6\u5730\u56fe\u6570\u636e<\/strong><\/h2>\n<h2><strong>...<\/strong><\/h2>\n<h2><strong>\u5173\u95ed\u6d4f\u89c8\u5668<\/strong><\/h2>\n<p>driver.quit()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e09\u3001\u4f7f\u7528BeautifulSoup<\/p>\n<\/p>\n<p><p>BeautifulSoup\u662f\u4e00\u4e2a\u7528\u4e8e\u89e3\u6790HTML\u548cXML\u6587\u6863\u7684Python\u5e93\uff0c\u53ef\u4ee5\u63d0\u53d6\u9875\u9762\u4e2d\u7684\u6570\u636e\u3002\u4f7f\u7528BeautifulSoup\uff0c\u53ef\u4ee5\u89e3\u6790\u5730\u56fe\u670d\u52a1\u7684HTML\u6587\u6863\uff0c\u63d0\u53d6\u5176\u4e2d\u7684\u5730\u56fe\u4fe1\u606f\u3002BeautifulSoup\u9002\u7528\u4e8e\u89e3\u6790\u9759\u6001\u9875\u9762\uff0c\u4f46\u5bf9\u4e8e\u52a8\u6001\u52a0\u8f7d\u7684\u6570\u636e\uff0c\u53ef\u80fd\u9700\u8981\u7ed3\u5408Selenium\u4f7f\u7528\u3002<\/p>\n<\/p>\n<ol>\n<li>\u5b89\u88c5BeautifulSoup<\/li>\n<\/ol>\n<p><p>\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5BeautifulSoup\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install beautifulsoup4<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u4f7f\u7528BeautifulSoup\u89e3\u6790\u5730\u56fe\u9875\u9762<\/li>\n<\/ol>\n<p><pre><code class=\"language-python\">import requests<\/p>\n<p>from bs4 import BeautifulSoup<\/p>\n<h2><strong>\u8bbe\u7f6e\u8bf7\u6c42URL<\/strong><\/h2>\n<p>url = &#39;https:\/\/www.openstreetmap.org&#39;<\/p>\n<h2><strong>\u53d1\u9001HTTP\u8bf7\u6c42\uff0c\u83b7\u53d6\u9875\u9762\u5185\u5bb9<\/strong><\/h2>\n<p>response = requests.get(url)<\/p>\n<p>page_content = response.content<\/p>\n<h2><strong>\u89e3\u6790\u9875\u9762\u5185\u5bb9<\/strong><\/h2>\n<p>soup = BeautifulSoup(page_content, &#39;html.parser&#39;)<\/p>\n<h2><strong>\u63d0\u53d6\u5730\u56fe\u6570\u636e<\/strong><\/h2>\n<h2><strong>...<\/strong><\/h2>\n<p>print(soup.prettify())<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u56db\u3001\u7efc\u5408\u5e94\u7528\u793a\u4f8b<\/p>\n<\/p>\n<p><p>\u5728\u5b9e\u9645\u9879\u76ee\u4e2d\uff0c\u53ef\u80fd\u9700\u8981\u7efc\u5408\u4f7f\u7528\u4ee5\u4e0a\u65b9\u6cd5\uff0c\u624d\u80fd\u6ee1\u8db3\u590d\u6742\u7684\u9700\u6c42\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7efc\u5408\u5e94\u7528\u793a\u4f8b\uff0c\u6f14\u793a\u5982\u4f55\u7ed3\u5408\u4f7f\u7528API\u3001Selenium\u548cBeautifulSoup\u6765\u83b7\u53d6\u5730\u56fe\u6570\u636e\u3002<\/p>\n<\/p>\n<ol>\n<li>\u83b7\u53d6\u5730\u7406\u7f16\u7801\u6570\u636e<\/li>\n<\/ol>\n<p><p>\u4f7f\u7528OpenStreetMap API\u83b7\u53d6\u5730\u7406\u7f16\u7801\u6570\u636e\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import requests<\/p>\n<p>def get_geocode(address):<\/p>\n<p>    url = f&#39;https:\/\/nominatim.openstreetmap.org\/search?q={address}&amp;format=json&#39;<\/p>\n<p>    response = requests.get(url)<\/p>\n<p>    data = response.json()<\/p>\n<p>    return data<\/p>\n<p>address = &#39;New York&#39;<\/p>\n<p>geocode_data = get_geocode(address)<\/p>\n<p>print(geocode_data)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u4f7f\u7528Selenium\u6a21\u62df\u7528\u6237\u64cd\u4f5c<\/li>\n<\/ol>\n<p><p>\u4f7f\u7528Selenium\u6a21\u62df\u7528\u6237\u5728Google Maps\u4e2d\u7684\u64cd\u4f5c\uff0c\u83b7\u53d6\u5730\u56fe\u6570\u636e\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from selenium import webdriver<\/p>\n<p>from time import sleep<\/p>\n<p>def get_map_data(driver_path, address):<\/p>\n<p>    driver = webdriver.Chrome(executable_path=driver_path)<\/p>\n<p>    driver.get(&#39;https:\/\/www.google.com\/maps&#39;)<\/p>\n<p>    # \u6a21\u62df\u7528\u6237\u8f93\u5165\u5730\u5740<\/p>\n<p>    search_box = driver.find_element_by_id(&#39;searchboxinput&#39;)<\/p>\n<p>    search_box.send_keys(address)<\/p>\n<p>    search_box.submit()<\/p>\n<p>    # \u7b49\u5f85\u5730\u56fe\u52a0\u8f7d\u5b8c\u6210<\/p>\n<p>    sleep(5)<\/p>\n<p>    # \u83b7\u53d6\u9875\u9762\u6e90\u4ee3\u7801<\/p>\n<p>    page_source = driver.page_source<\/p>\n<p>    driver.quit()<\/p>\n<p>    return page_source<\/p>\n<p>driver_path = &#39;path_to_chromedriver&#39;<\/p>\n<p>address = &#39;New York&#39;<\/p>\n<p>map_data = get_map_data(driver_path, address)<\/p>\n<p>print(map_data)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li>\u4f7f\u7528BeautifulSoup\u89e3\u6790\u5730\u56fe\u9875\u9762<\/li>\n<\/ol>\n<p><p>\u4f7f\u7528BeautifulSoup\u89e3\u6790Google Maps\u9875\u9762\uff0c\u63d0\u53d6\u5730\u56fe\u6570\u636e\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from bs4 import BeautifulSoup<\/p>\n<p>def parse_map_data(page_source):<\/p>\n<p>    soup = BeautifulSoup(page_source, &#39;html.parser&#39;)<\/p>\n<p>    # \u63d0\u53d6\u5730\u56fe\u6570\u636e<\/p>\n<p>    # ...<\/p>\n<p>    return soup.prettify()<\/p>\n<p>parsed_data = parse_map_data(map_data)<\/p>\n<p>print(parsed_data)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u7efc\u5408\u4f7f\u7528API\u3001Selenium\u548cBeautifulSoup\uff0c\u53ef\u4ee5\u6ee1\u8db3\u5404\u79cd\u590d\u6742\u7684\u5730\u56fe\u6570\u636e\u722c\u53d6\u9700\u6c42\u3002\u4ee5\u4e0a\u793a\u4f8b\u6f14\u793a\u4e86\u5982\u4f55\u83b7\u53d6\u5730\u7406\u7f16\u7801\u6570\u636e\u3001\u6a21\u62df\u7528\u6237\u64cd\u4f5c\u83b7\u53d6\u5730\u56fe\u6570\u636e\uff0c\u5e76\u89e3\u6790\u5730\u56fe\u9875\u9762\u63d0\u53d6\u4fe1\u606f\u3002\u6839\u636e\u5177\u4f53\u9700\u6c42\uff0c\u53ef\u4ee5\u8fdb\u4e00\u6b65\u6269\u5c55\u548c\u4f18\u5316\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u4ee5\u5b9e\u73b0\u66f4\u591a\u529f\u80fd\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u4f7f\u7528Python\u83b7\u53d6\u5730\u56fe\u6570\u636e\uff1f<\/strong><br \/>\u5728Python\u4e2d\u83b7\u53d6\u5730\u56fe\u6570\u636e\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u6cd5\u5b9e\u73b0\u3002\u5e38\u89c1\u7684\u65b9\u5f0f\u5305\u62ec\u4f7f\u7528API\u63a5\u53e3\uff08\u5982Google Maps API\u3001OpenStreetMap API\u7b49\uff09\u548c\u722c\u866b\u5e93\uff08\u5982Beautiful Soup\u3001Scrapy\u7b49\uff09\u3002\u4f7f\u7528API\u63a5\u53e3\u901a\u5e38\u66f4\u4e3a\u7a33\u5b9a\u548c\u5408\u6cd5\uff0c\u800c\u722c\u866b\u5219\u9700\u8981\u6ce8\u610f\u7f51\u7ad9\u7684\u4f7f\u7528\u6761\u6b3e\u3002<\/p>\n<p><strong>\u722c\u53d6\u5730\u56fe\u65f6\u6709\u54ea\u4e9b\u5e38\u89c1\u7684\u5e93\u548c\u5de5\u5177\u53ef\u4f9b\u4f7f\u7528\uff1f<\/strong><br \/>Python\u4e2d\u6709\u8bb8\u591a\u5e93\u53ef\u4ee5\u5e2e\u52a9\u4f60\u8fdb\u884c\u7f51\u9875\u722c\u53d6\u548c\u5730\u56fe\u6570\u636e\u5904\u7406\u3002Beautiful Soup\u548cScrapy\u662f\u4e24\u4e2a\u975e\u5e38\u6d41\u884c\u7684\u722c\u866b\u5e93\uff0c\u9002\u5408\u4e0d\u540c\u5c42\u6b21\u7684\u722c\u866b\u9700\u6c42\u3002\u5bf9\u4e8e\u5904\u7406\u5730\u56fe\u6570\u636e\uff0cGeoPandas\u548cFolium\u7b49\u5e93\u53ef\u4ee5\u5e2e\u52a9\u4f60\u5206\u6790\u548c\u53ef\u89c6\u5316\u5730\u56fe\u4fe1\u606f\u3002<\/p>\n<p><strong>\u722c\u53d6\u5730\u56fe\u6570\u636e\u65f6\u9700\u8981\u6ce8\u610f\u54ea\u4e9b\u6cd5\u5f8b\u548c\u9053\u5fb7\u95ee\u9898\uff1f<\/strong><br \/>\u5728\u722c\u53d6\u5730\u56fe\u6570\u636e\u65f6\uff0c\u52a1\u5fc5\u9075\u5faa\u76f8\u5173\u7f51\u7ad9\u7684\u4f7f\u7528\u6761\u6b3e\u548c\u6cd5\u5f8b\u6cd5\u89c4\u3002\u4e00\u4e9b\u5730\u56fe\u670d\u52a1\u63d0\u4f9b\u5546\u53ef\u80fd\u5bf9\u6570\u636e\u7684\u83b7\u53d6\u548c\u4f7f\u7528\u6709\u4e25\u683c\u7684\u9650\u5236\uff0c\u672a\u9075\u5b88\u8fd9\u4e9b\u89c4\u5b9a\u53ef\u80fd\u4f1a\u5bfc\u81f4\u6cd5\u5f8b\u540e\u679c\u3002\u5efa\u8bae\u5728\u4f7f\u7528\u722c\u866b\u6280\u672f\u4e4b\u524d\uff0c\u4e86\u89e3\u6570\u636e\u63d0\u4f9b\u5546\u7684API\u9650\u5236\u548c\u6570\u636e\u4f7f\u7528\u653f\u7b56\uff0c\u4ee5\u786e\u4fdd\u5408\u6cd5\u5408\u89c4\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5f00\u5934\u6bb5\u843d: \u8981\u5728Python\u4e2d\u722c\u53d6\u4e00\u4e2a\u5730\u56fe\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u51e0\u79cd\u65b9\u6cd5\uff1a\u4f7f\u7528API\u3001\u4f7f\u7528selenium\u3001\u4f7f\u7528bea [&hellip;]","protected":false},"author":3,"featured_media":1054404,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1054394"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=1054394"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1054394\/revisions"}],"predecessor-version":[{"id":1054408,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1054394\/revisions\/1054408"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1054404"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1054394"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1054394"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1054394"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}