{"id":2526,"date":"2026-07-13T18:58:51","date_gmt":"2026-07-13T15:58:51","guid":{"rendered":"https:\/\/school.edu-sigma.ru\/blog\/?p=2526"},"modified":"2026-07-13T19:40:26","modified_gmt":"2026-07-13T16:40:26","slug":"parser-na-python","status":"publish","type":"post","link":"https:\/\/school.edu-sigma.ru\/blog\/parser-na-python\/","title":{"rendered":"\u041a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043f\u0430\u0440\u0441\u0435\u0440 \u043d\u0430 Python: \u043f\u043e\u0448\u0430\u0433\u043e\u0432\u0430\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f \u0441 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u043c\u0438 \u043a\u043e\u0434\u0430"},"content":{"rendered":"<h2>\u0427\u0442\u043e \u043f\u043e\u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0434\u043b\u044f \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u044f \u043f\u0430\u0440\u0441\u0435\u0440\u0430<\/h2>\n<p>\u041f\u0435\u0440\u0435\u0434 \u0441\u0442\u0430\u0440\u0442\u043e\u043c \u0443\u0431\u0435\u0434\u0438\u0442\u0435\u0441\u044c, \u0447\u0442\u043e \u043d\u0430 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u0435 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d Python \u0432\u0435\u0440\u0441\u0438\u0438 3.11 \u0438\u043b\u0438 \u0432\u044b\u0448\u0435. \u0414\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043d\u0443\u0436\u043d\u044b: \u0440\u0435\u0434\u0430\u043a\u0442\u043e\u0440 \u043a\u043e\u0434\u0430 (\u043f\u043e\u0434\u043e\u0439\u0434\u0443\u0442 VS Code \u0438\u043b\u0438 PyCharm) \u0438 \u0431\u0440\u0430\u0443\u0437\u0435\u0440 Chrome \u0441 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u043c\u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0430.<\/p>\n<p>\u0422\u0440\u0438 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 \u0443\u0441\u0442\u0430\u043d\u0430\u0432\u043b\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u043e\u0434\u043d\u043e\u0439 \u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439:<\/p>\n<p>pip install requests beautifulsoup4 lxml<\/p>\n<p>\u0417\u0434\u0435\u0441\u044c requests \u2014 \u0434\u043b\u044f \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0438 HTTP-\u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432, beautifulsoup4 \u2014 \u0434\u043b\u044f \u0440\u0430\u0437\u0431\u043e\u0440\u0430 HTML, lxml \u2014 \u0431\u044b\u0441\u0442\u0440\u044b\u0439 \u0441\u0442\u043e\u0440\u043e\u043d\u043d\u0438\u0439 \u043f\u0430\u0440\u0441\u0435\u0440, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 BeautifulSoup \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u00ab\u043f\u043e\u0434 \u043a\u0430\u043f\u043e\u0442\u043e\u043c\u00bb \u0432\u043c\u0435\u0441\u0442\u043e \u043c\u0435\u0434\u043b\u0435\u043d\u043d\u043e\u0433\u043e \u0432\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u043e\u0433\u043e html.parser.<\/p>\n<p>\u0427\u0442\u043e\u0431\u044b \u0438\u0437\u043e\u043b\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u0438 \u043d\u0435 \u0434\u043e\u043f\u0443\u0441\u0442\u0438\u0442\u044c \u043a\u043e\u043d\u0444\u043b\u0438\u043a\u0442\u043e\u0432 \u0432\u0435\u0440\u0441\u0438\u0439, \u0441\u043d\u0430\u0447\u0430\u043b\u0430 \u0441\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u0432\u0438\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0435 \u043e\u043a\u0440\u0443\u0436\u0435\u043d\u0438\u0435 (venv):<\/p>\n<p>python3 -m venv myenv<\/p>\n<p>\u041f\u043e\u0441\u043b\u0435 \u0430\u043a\u0442\u0438\u0432\u0430\u0446\u0438\u0438 \u043e\u043a\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u0438 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0438 \u043f\u0430\u043a\u0435\u0442\u043e\u0432 \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0439 \u043f\u0430\u0440\u0441\u0435\u0440 \u043d\u0430 Python \u0433\u043e\u0442\u043e\u0432 \u043a \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u044e \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u0437\u0430 15 \u043c\u0438\u043d\u0443\u0442.<\/p>\n<h2>\u041f\u043e\u0448\u0430\u0433\u043e\u0432\u0430\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f: \u043f\u0438\u0448\u0435\u043c \u043f\u0430\u0440\u0441\u0435\u0440 \u043d\u0430 Python<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1408\" height=\"768\" class=\"aligncenter size-full wp-image-2522\" src=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/6-shagov-sozdaniya-parsera-python.jpg\" alt=\"6 \u0448\u0430\u0433\u043e\u0432 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u043f\u0430\u0440\u0441\u0435\u0440\u0430 \u043d\u0430 Python \u2014 \u043f\u043e\u0448\u0430\u0433\u043e\u0432\u0430\u044f \u0441\u0445\u0435\u043c\u0430\" srcset=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/6-shagov-sozdaniya-parsera-python.jpg 1408w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/6-shagov-sozdaniya-parsera-python-300x164.jpg 300w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/6-shagov-sozdaniya-parsera-python-1024x559.jpg 1024w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/6-shagov-sozdaniya-parsera-python-768x419.jpg 768w\" sizes=\"auto, (max-width: 1408px) 100vw, 1408px\" \/><\/p>\n<p>\u0412\u0435\u0441\u044c \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u0443\u043a\u043b\u0430\u0434\u044b\u0432\u0430\u0435\u0442\u0441\u044f \u0432 \u0448\u0435\u0441\u0442\u044c \u044d\u0442\u0430\u043f\u043e\u0432: \u0438\u0437\u0443\u0447\u0438\u0442\u044c HTML-\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b, \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u0438\u0442\u044c \u043e\u043a\u0440\u0443\u0436\u0435\u043d\u0438\u0435, \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c HTML \u0447\u0435\u0440\u0435\u0437 \u0437\u0430\u043f\u0440\u043e\u0441, \u0440\u0430\u0437\u043e\u0431\u0440\u0430\u0442\u044c \u0435\u0433\u043e \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e BeautifulSoup, \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0438 \u2014 \u043f\u0440\u0438 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u0438 \u2014 \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u044d\u043c\u0443\u043b\u044f\u0446\u0438\u044e \u0431\u0440\u0430\u0443\u0437\u0435\u0440\u0430 \u0434\u043b\u044f JS-\u0441\u0442\u0440\u0430\u043d\u0438\u0446.<\/p>\n<h3>\u0428\u0430\u0433 1. \u0418\u0437\u0443\u0447\u0438\u0442\u0435 HTML-\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b \u0447\u0435\u0440\u0435\u0437 DevTools<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1408\" height=\"768\" class=\"aligncenter size-full wp-image-2523\" src=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/devtools-elements-copy-selector.jpg\" alt=\"DevTools \u0432\u043a\u043b\u0430\u0434\u043a\u0430 Elements \u0438 \u043e\u043f\u0446\u0438\u044f Copy Selector \u0434\u043b\u044f \u043f\u0430\u0440\u0441\u0435\u0440\u0430\" srcset=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/devtools-elements-copy-selector.jpg 1408w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/devtools-elements-copy-selector-300x164.jpg 300w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/devtools-elements-copy-selector-1024x559.jpg 1024w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/devtools-elements-copy-selector-768x419.jpg 768w\" sizes=\"auto, (max-width: 1408px) 100vw, 1408px\" \/><\/p>\n<p>\u041f\u0440\u0435\u0436\u0434\u0435 \u0447\u0435\u043c \u043f\u0438\u0441\u0430\u0442\u044c \u043a\u043e\u0434, \u043d\u0443\u0436\u043d\u043e \u043f\u043e\u043d\u044f\u0442\u044c, \u0433\u0434\u0435 \u0432 HTML \u0436\u0438\u0432\u0443\u0442 \u043d\u0443\u0436\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435. \u041e\u0442\u043a\u0440\u043e\u0439\u0442\u0435 DevTools: \u043d\u0430\u0436\u043c\u0438\u0442\u0435 F12, \u043f\u0435\u0440\u0435\u0439\u0434\u0438\u0442\u0435 \u043d\u0430 \u0432\u043a\u043b\u0430\u0434\u043a\u0443 Elements. \u041f\u0435\u0440\u0435\u0434 \u0432\u0430\u043c\u0438 \u2014 DOM-\u0434\u0435\u0440\u0435\u0432\u043e (Document Object Model, \u043e\u0431\u044a\u0435\u043a\u0442\u043d\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430): \u0438\u0435\u0440\u0430\u0440\u0445\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 \u0432\u0441\u0435\u0445 \u0442\u0435\u0433\u043e\u0432 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b \u0441 \u043a\u043e\u0440\u043d\u0435\u043c &lt;html&gt;.<\/p>\n<p>\u0427\u0442\u043e\u0431\u044b \u043d\u0430\u0439\u0442\u0438 \u043d\u0443\u0436\u043d\u044b\u0439 \u044d\u043b\u0435\u043c\u0435\u043d\u0442, \u043a\u043b\u0438\u043a\u043d\u0438\u0442\u0435 \u043f\u0440\u0430\u0432\u043e\u0439 \u043a\u043d\u043e\u043f\u043a\u043e\u0439 \u043c\u044b\u0448\u0438 \u043f\u0440\u044f\u043c\u043e \u043f\u043e \u043d\u0435\u043c\u0443 \u043d\u0430 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0435 \u2192 <strong>Inspect<\/strong> \u2192 \u0432 \u043f\u0430\u043d\u0435\u043b\u0438 Elements \u043f\u043e\u0434\u0441\u0432\u0435\u0442\u0438\u0442\u0441\u044f \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0439 \u0442\u0435\u0433. \u0414\u0430\u043b\u044c\u0448\u0435: \u043f\u0440\u0430\u0432\u0430\u044f \u043a\u043d\u043e\u043f\u043a\u0430 \u043f\u043e \u0442\u0435\u0433\u0443 \u2192 <strong>Copy \u2192 Copy Selector<\/strong>. \u0411\u0440\u0430\u0443\u0437\u0435\u0440 \u0441\u043a\u043e\u043f\u0438\u0440\u0443\u0435\u0442 \u0433\u043e\u0442\u043e\u0432\u044b\u0439 CSS-\u0441\u0435\u043b\u0435\u043a\u0442\u043e\u0440 \u2014 \u043a\u0440\u0430\u0442\u043a\u043e\u0435 \u043e\u0431\u043e\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043f\u0443\u0442\u0438 \u043a \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0443. \u0421\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441: tag.class \u2014 \u043f\u043e \u0442\u0435\u0433\u0443 \u0438 \u043a\u043b\u0430\u0441\u0441\u0443, #id \u2014 \u043f\u043e \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0442\u043e\u0440\u0443. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440: div.price \u0438\u043b\u0438 span.temp-value.<\/p>\n<h3>\u0428\u0430\u0433 2. \u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u0432\u0438\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0435 \u043e\u043a\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u0438 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0435 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438<\/h3>\n<p>\u0410\u043a\u0442\u0438\u0432\u0438\u0440\u0443\u0439\u0442\u0435 \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0439 \u0440\u0430\u043d\u0435\u0435 venv:<\/p>\n<ul>\n<li><strong>Linux \/ macOS:<\/strong> source myenv\/bin\/activate<\/li>\n<li><strong>Windows:<\/strong> myenv\\Scripts\\activate<\/li>\n<\/ul>\n<p>\u041f\u043e\u0441\u043b\u0435 \u0430\u043a\u0442\u0438\u0432\u0430\u0446\u0438\u0438 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0435 \u043f\u0430\u043a\u0435\u0442\u044b \u0447\u0435\u0440\u0435\u0437 \u043c\u0435\u043d\u0435\u0434\u0436\u0435\u0440 \u043f\u0430\u043a\u0435\u0442\u043e\u0432 pip:<\/p>\n<p>pip install requests beautifulsoup4 lxml<\/p>\n<p>\u041f\u0440\u043e\u0432\u0435\u0440\u044c\u0442\u0435, \u0447\u0442\u043e \u0432\u0441\u0451 \u043f\u043e\u0434\u0442\u044f\u043d\u0443\u043b\u043e\u0441\u044c \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u043e:<\/p>\n<p>python -c &#171;import bs4; print(bs4.__version__)&#187;<\/p>\n<p>\u0412\u0438\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0435 \u043e\u043a\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u0440\u0435\u0448\u0430\u0435\u0442 \u0442\u0438\u043f\u0438\u0447\u043d\u0443\u044e \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0443 \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0449\u0438\u0445: \u0435\u0441\u043b\u0438 \u043d\u0430 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u0435 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432 \u0441 \u0440\u0430\u0437\u043d\u044b\u043c\u0438 \u0432\u0435\u0440\u0441\u0438\u044f\u043c\u0438 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a, venv \u043d\u0435 \u0434\u0430\u0451\u0442 \u0438\u043c \u043a\u043e\u043d\u0444\u043b\u0438\u043a\u0442\u043e\u0432\u0430\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0441\u043e\u0431\u043e\u0439.<\/p>\n<h3>\u0428\u0430\u0433 3. \u041f\u043e\u043b\u0443\u0447\u0438\u0442\u0435 HTML-\u043a\u043e\u0434 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b \u0447\u0435\u0440\u0435\u0437 Requests<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1408\" height=\"768\" class=\"aligncenter size-full wp-image-2521\" src=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/kod-requests-get-python-parser.jpg\" alt=\"\u041a\u043e\u0434 Python \u0441 \u0444\u0443\u043d\u043a\u0446\u0438\u0435\u0439 requests.get \u0434\u043b\u044f \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430 \u0441\u0430\u0439\u0442\u0430\" srcset=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/kod-requests-get-python-parser.jpg 1408w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/kod-requests-get-python-parser-300x164.jpg 300w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/kod-requests-get-python-parser-1024x559.jpg 1024w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/kod-requests-get-python-parser-768x419.jpg 768w\" sizes=\"auto, (max-width: 1408px) 100vw, 1408px\" \/><\/p>\n<p>\u0411\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430 Requests \u2014 HTTP-\u043a\u043b\u0438\u0435\u043d\u0442 \u0434\u043b\u044f Python. \u041e\u043d\u0430 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u0442 GET-\u0437\u0430\u043f\u0440\u043e\u0441 \u0438 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 HTML \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b \u0432 \u0432\u0438\u0434\u0435 \u0441\u0442\u0440\u043e\u043a\u0438. \u041c\u043d\u043e\u0433\u0438\u0435 \u0441\u0430\u0439\u0442\u044b \u0431\u043b\u043e\u043a\u0438\u0440\u0443\u044e\u0442 \u0437\u0430\u043f\u0440\u043e\u0441\u044b \u0431\u0435\u0437 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0430 User-Agent (\u0441\u0442\u0440\u043e\u043a\u0438, \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u0446\u0438\u0440\u0443\u044e\u0449\u0435\u0439 \u0431\u0440\u0430\u0443\u0437\u0435\u0440 \u0434\u043b\u044f \u0441\u0435\u0440\u0432\u0435\u0440\u0430) \u2014 \u043f\u0435\u0440\u0435\u0434\u0430\u0432\u0430\u0439\u0442\u0435 \u0435\u0433\u043e \u044f\u0432\u043d\u043e:<\/p>\n<p>import requests<\/p>\n<p>url = &#171;https:\/\/example.com\/catalog&#187;<\/p>\n<p>headers = {&#171;User-Agent&#187;: &#171;Mozilla\/5.0 (Windows NT 10.0; Win64; x64)&#187;}<\/p>\n<p>response = requests.get(url, headers=headers)<\/p>\n<p>if response.status_code == 200:<\/p>\n<p>src = response.text<\/p>\n<p>else:<\/p>\n<p>print(f&#187;\u041e\u0448\u0438\u0431\u043a\u0430: {response.status_code}&#187;)<\/p>\n<p>\u041a\u043e\u0434 200 \u2014 \u0443\u0441\u043f\u0435\u0448\u043d\u044b\u0439 \u043e\u0442\u0432\u0435\u0442. \u041f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u0430\u044f src \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 HTML-\u0441\u0442\u0440\u043e\u043a\u0443, \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u043f\u0435\u0440\u0435\u0434\u0430\u0434\u0438\u043c \u0432 BeautifulSoup. \u0415\u0441\u043b\u0438 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0430 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 \u043f\u0443\u0441\u0442\u043e\u0439 \u043a\u043e\u043d\u0442\u0435\u043d\u0442 \u0438\u043b\u0438 \u0434\u0430\u043d\u043d\u044b\u0435 \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u044e\u0442 \u2014 \u0441\u0430\u0439\u0442, \u0441\u043a\u043e\u0440\u0435\u0435 \u0432\u0441\u0435\u0433\u043e, \u043f\u043e\u0434\u0433\u0440\u0443\u0436\u0430\u0435\u0442 \u0438\u0445 \u0447\u0435\u0440\u0435\u0437 JavaScript. \u0412 \u0442\u0430\u043a\u043e\u043c \u0441\u043b\u0443\u0447\u0430\u0435 \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u0438\u0442\u0435 \u043a \u0448\u0430\u0433\u0443 6.<\/p>\n<h3>\u0428\u0430\u0433 4. \u0420\u0430\u0437\u0431\u0435\u0440\u0438\u0442\u0435 HTML \u0438 \u0438\u0437\u0432\u043b\u0435\u043a\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0441 BeautifulSoup<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1408\" height=\"768\" class=\"aligncenter size-full wp-image-2520\" src=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/kod-beautifulsoup-find-all-select.jpg\" alt=\"\u041a\u043e\u0434 BeautifulSoup find_all \u0438 select \u0434\u043b\u044f \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445 Python\" srcset=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/kod-beautifulsoup-find-all-select.jpg 1408w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/kod-beautifulsoup-find-all-select-300x164.jpg 300w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/kod-beautifulsoup-find-all-select-1024x559.jpg 1024w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/kod-beautifulsoup-find-all-select-768x419.jpg 768w\" sizes=\"auto, (max-width: 1408px) 100vw, 1408px\" \/><\/p>\n<p>BeautifulSoup \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0435\u0442 HTML-\u0441\u0442\u0440\u043e\u043a\u0443 \u0438 \u0441\u0442\u0440\u043e\u0438\u0442 \u043e\u0431\u044a\u0435\u043a\u0442\u043d\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c, \u043f\u043e \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u0445\u043e\u0434\u044f\u0442 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0442\u0440\u0451\u0445 \u043c\u0435\u0442\u043e\u0434\u043e\u0432 \u043f\u043e\u0438\u0441\u043a\u0430. \u041f\u043e\u043b\u0435\u0437\u043d\u044b\u0439 \u0431\u043e\u043d\u0443\u0441 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 \u2014 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0432\u043e\u0441\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 \u043d\u0435\u0432\u0430\u043b\u0438\u0434\u043d\u043e\u0433\u043e HTML \u0441 \u043d\u0435\u0437\u0430\u043a\u0440\u044b\u0442\u044b\u043c\u0438 \u0442\u0435\u0433\u0430\u043c\u0438.<\/p>\n<p>from bs4 import BeautifulSoup<\/p>\n<p>soup = BeautifulSoup(src, &#8216;lxml&#8217;)<\/p>\n<p># \u041f\u0435\u0440\u0432\u044b\u0439 \u043d\u0430\u0439\u0434\u0435\u043d\u043d\u044b\u0439 \u044d\u043b\u0435\u043c\u0435\u043d\u0442<\/p>\n<p>title = soup.find(&#171;h1&#187;).get_text(strip=True)<\/p>\n<p># \u0412\u0441\u0435 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u044b \u0441 \u043d\u0443\u0436\u043d\u044b\u043c \u043a\u043b\u0430\u0441\u0441\u043e\u043c<\/p>\n<p>items = soup.find_all(&#171;div&#187;, class_=&#187;product-card&#187;)<\/p>\n<p># CSS-\u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 \u0447\u0435\u0440\u0435\u0437 select()<\/p>\n<p>prices = soup.select(&#171;span.price&#187;)<\/p>\n<p>price_list = [p.get_text(strip=True) for p in prices]<\/p>\n<p># \u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0430\u0442\u0440\u0438\u0431\u0443\u0442\u0430 href<\/p>\n<p>link = soup.find(&#171;a&#187;)[&#171;href&#187;]<\/p>\n<p>find() \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 \u043f\u0435\u0440\u0432\u044b\u0439 \u043d\u0430\u0439\u0434\u0435\u043d\u043d\u044b\u0439 \u044d\u043b\u0435\u043c\u0435\u043d\u0442, find_all() \u2014 \u0441\u043f\u0438\u0441\u043e\u043a \u0432\u0441\u0435\u0445 \u0441\u043e\u0432\u043f\u0430\u0434\u0435\u043d\u0438\u0439, select() \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0435\u0442 CSS-\u0441\u0435\u043b\u0435\u043a\u0442\u043e\u0440, \u0441\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0438\u0437 DevTools. \u041c\u0435\u0442\u043e\u0434 .get_text(strip=True) \u0432\u044b\u0434\u0430\u0451\u0442 \u0447\u0438\u0441\u0442\u044b\u0439 \u0442\u0435\u043a\u0441\u0442 \u0431\u0435\u0437 \u0442\u0435\u0433\u043e\u0432 \u0438 \u043b\u0438\u0448\u043d\u0438\u0445 \u043f\u0440\u043e\u0431\u0435\u043b\u043e\u0432.<\/p>\n<h3>\u0428\u0430\u0433 5. \u0421\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0432 JSON \u0438\u043b\u0438 CSV<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1408\" height=\"768\" class=\"aligncenter size-full wp-image-2519\" src=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/terminal-json-rezultat-parsera.jpg\" alt=\"\u0422\u0435\u0440\u043c\u0438\u043d\u0430\u043b \u0441 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u043c \u043f\u0430\u0440\u0441\u0435\u0440\u0430 Python \u0432 \u0444\u043e\u0440\u043c\u0430\u0442\u0435 JSON\" srcset=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/terminal-json-rezultat-parsera.jpg 1408w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/terminal-json-rezultat-parsera-300x164.jpg 300w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/terminal-json-rezultat-parsera-1024x559.jpg 1024w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/terminal-json-rezultat-parsera-768x419.jpg 768w\" sizes=\"auto, (max-width: 1408px) 100vw, 1408px\" \/><\/p>\n<p>\u0418\u0437\u0432\u043b\u0435\u0447\u0451\u043d\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u043d\u0443\u0436\u043d\u043e \u0437\u0430\u043f\u0438\u0441\u0430\u0442\u044c \u0432 \u0444\u0430\u0439\u043b. JSON \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u0442 \u0434\u043b\u044f \u0438\u0435\u0440\u0430\u0440\u0445\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440 \u0438 \u0434\u0430\u043b\u044c\u043d\u0435\u0439\u0448\u0435\u0439 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0432 Python; CSV \u043e\u0442\u043a\u0440\u044b\u0432\u0430\u0435\u0442\u0441\u044f \u043f\u0440\u044f\u043c\u043e \u0432 Excel \u0431\u0435\u0437 \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432.<\/p>\n<p>import json, csv<\/p>\n<p>data = [{&#171;name&#187;: &#171;\u0422\u043e\u0432\u0430\u0440 1&#187;, &#171;price&#187;: &#171;1200 \u20bd&#187;}, {&#171;name&#187;: &#171;\u0422\u043e\u0432\u0430\u0440 2&#187;, &#171;price&#187;: &#171;850 \u20bd&#187;}]<\/p>\n<p># JSON<\/p>\n<p>with open(&#171;result.json&#187;, &#171;w&#187;, encoding=&#187;utf-8&#8243;) as f:<\/p>\n<p>json.dump(data, f, ensure_ascii=False, indent=2)<\/p>\n<p># CSV<\/p>\n<p>with open(&#171;result.csv&#187;, &#171;w&#187;, newline=&#187;&#187;, encoding=&#187;utf-8&#8243;) as f:<\/p>\n<p>writer = csv.DictWriter(f, fieldnames=[&#171;name&#187;, &#171;price&#187;])<\/p>\n<p>writer.writeheader()<\/p>\n<p>writer.writerows(data)<\/p>\n<p>\u0414\u043b\u044f \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u043e\u0431\u044a\u0451\u043c\u043e\u0432 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 SQLite \u2014 \u043c\u043e\u0434\u0443\u043b\u044c sqlite3 \u0432\u0441\u0442\u0440\u043e\u0435\u043d \u0432 Python \u0438 \u043d\u0435 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e\u0439 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0438. \u0414\u043b\u044f \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u043e\u0433\u043e \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0430 \u043f\u043e\u0434\u043e\u0439\u0434\u0451\u0442 PostgreSQL.<\/p>\n<h2>\u041f\u0430\u0440\u0441\u0438\u043d\u0433 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 JavaScript<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1408\" height=\"768\" class=\"aligncenter size-full wp-image-2518\" src=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/staticheskie-vs-dinamicheskie-stranicy.jpg\" alt=\"\u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0441\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0438 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0442\u0440\u0430\u043d\u0438\u0446 \u0434\u043b\u044f \u043f\u0430\u0440\u0441\u0435\u0440\u0430 Python\" srcset=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/staticheskie-vs-dinamicheskie-stranicy.jpg 1408w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/staticheskie-vs-dinamicheskie-stranicy-300x164.jpg 300w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/staticheskie-vs-dinamicheskie-stranicy-1024x559.jpg 1024w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/staticheskie-vs-dinamicheskie-stranicy-768x419.jpg 768w\" sizes=\"auto, (max-width: 1408px) 100vw, 1408px\" \/><\/p>\n<p>HTTP-\u0437\u0430\u043f\u0440\u043e\u0441 \u0447\u0435\u0440\u0435\u0437 Requests \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u0439 HTML \u2014 \u0440\u043e\u0432\u043d\u043e \u0442\u043e, \u0447\u0442\u043e \u0441\u0435\u0440\u0432\u0435\u0440 \u043e\u0442\u0434\u0430\u0451\u0442 \u043f\u0440\u0438 \u043f\u0435\u0440\u0432\u043e\u043c \u043e\u0431\u0440\u0430\u0449\u0435\u043d\u0438\u0438. \u0415\u0441\u043b\u0438 \u0434\u0430\u043d\u043d\u044b\u0435 \u043f\u043e\u0434\u0433\u0440\u0443\u0436\u0430\u044e\u0442\u0441\u044f \u043f\u043e\u0437\u0436\u0435 \u0447\u0435\u0440\u0435\u0437 AJAX (\u0430\u0441\u0438\u043d\u0445\u0440\u043e\u043d\u043d\u044b\u0435 \u0437\u0430\u043f\u0440\u043e\u0441\u044b \u043a \u0441\u0435\u0440\u0432\u0435\u0440\u0443 \u0431\u0435\u0437 \u043f\u0435\u0440\u0435\u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b) \u0438\u043b\u0438 SPA-\u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0438 (React, Vue), \u0432 \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u043c HTML \u0438\u0445 \u0435\u0449\u0451 \u043d\u0435\u0442. \u0414\u0432\u0430 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0430 \u0440\u0435\u0448\u0435\u043d\u0438\u044f: Selenium WebDriver \u0438\u043b\u0438 Playwright.<\/p>\n<h3>\u0428\u0430\u0433 6. \u041d\u0430\u0441\u0442\u0440\u043e\u0439\u0442\u0435 Selenium WebDriver \u0434\u043b\u044f JS-\u0441\u0442\u0440\u0430\u043d\u0438\u0446<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1408\" height=\"768\" class=\"aligncenter size-full wp-image-2517\" src=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/selenium-webdriver-zapusk-brauzera.jpg\" alt=\"\u0417\u0430\u043f\u0443\u0441\u043a Selenium WebDriver \u2014 Python-\u043a\u043e\u0434 \u0438 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u0439 \u0431\u0440\u0430\u0443\u0437\u0435\u0440\" srcset=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/selenium-webdriver-zapusk-brauzera.jpg 1408w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/selenium-webdriver-zapusk-brauzera-300x164.jpg 300w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/selenium-webdriver-zapusk-brauzera-1024x559.jpg 1024w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/selenium-webdriver-zapusk-brauzera-768x419.jpg 768w\" sizes=\"auto, (max-width: 1408px) 100vw, 1408px\" \/><\/p>\n<p>Selenium WebDriver \u2014 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0431\u0440\u0430\u0443\u0437\u0435\u0440\u043e\u043c \u0438\u0437 Python-\u043a\u043e\u0434\u0430. \u041e\u043d \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0439 Chrome, \u0437\u0430\u0433\u0440\u0443\u0436\u0430\u0435\u0442 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0443 \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e, \u0434\u043e\u0436\u0438\u0434\u0430\u0435\u0442\u0441\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f JavaScript \u0438 \u0442\u043e\u043b\u044c\u043a\u043e \u043f\u043e\u0442\u043e\u043c \u043e\u0442\u0434\u0430\u0451\u0442 HTML.<\/p>\n<p>pip install selenium webdriver-manager<\/p>\n<p>webdriver-manager \u2014 \u0443\u0442\u0438\u043b\u0438\u0442\u0430 \u0434\u043b\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0438 ChromeDriver. \u0411\u0435\u0437 \u043d\u0435\u0451 \u0434\u0440\u0430\u0439\u0432\u0435\u0440 \u043f\u0440\u0438\u0448\u043b\u043e\u0441\u044c \u0431\u044b \u043e\u0431\u043d\u043e\u0432\u043b\u044f\u0442\u044c \u0432\u0440\u0443\u0447\u043d\u0443\u044e \u043f\u0440\u0438 \u043a\u0430\u0436\u0434\u043e\u043c \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0438 \u0431\u0440\u0430\u0443\u0437\u0435\u0440\u0430.<\/p>\n<p>from selenium import webdriver<\/p>\n<p>from selenium.webdriver.chrome.service import Service<\/p>\n<p>from selenium.webdriver.support.ui import WebDriverWait<\/p>\n<p>from selenium.webdriver.support import expected_conditions as EC<\/p>\n<p>from selenium.webdriver.common.by import By<\/p>\n<p>from webdriver_manager.chrome import ChromeDriverManager<\/p>\n<p>from bs4 import BeautifulSoup<\/p>\n<p>driver = webdriver.Chrome(service=Service(ChromeDriverManager().install()))<\/p>\n<p>driver.get(&#171;https:\/\/example.com\/js-page&#187;)<\/p>\n<p># \u0416\u0434\u0451\u043c \u043f\u043e\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u043d\u0443\u0436\u043d\u043e\u0433\u043e \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0430 \u2014 \u0434\u043e 10 \u0441\u0435\u043a\u0443\u043d\u0434<\/p>\n<p>WebDriverWait(driver, 10).until(<\/p>\n<p>EC.presence_of_element_located((By.CSS_SELECTOR, &#171;div.price&#187;))<\/p>\n<p>)<\/p>\n<p>src = driver.page_source<\/p>\n<p>driver.quit()<\/p>\n<p>soup = BeautifulSoup(src, &#8216;lxml&#8217;)<\/p>\n<p>WebDriverWait \u0436\u0434\u0451\u0442 \u043f\u043e\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0430 \u043d\u0430 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0435 \u2014 \u043d\u0430\u0434\u0451\u0436\u043d\u0435\u0435 \u0444\u0438\u043a\u0441\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e time.sleep(), \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043d\u0435 \u0437\u043d\u0430\u0435\u0442 \u043e \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0438 \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0438.<\/p>\n<h2>Scrapy \u2014 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a \u0434\u043b\u044f \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u043d\u043e\u0433\u043e \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430<\/h2>\n<p>\u0415\u0441\u043b\u0438 \u043d\u0443\u0436\u043d\u043e \u043f\u0440\u043e\u0439\u0442\u0438 \u0442\u044b\u0441\u044f\u0447\u0438 \u0441\u0442\u0440\u0430\u043d\u0438\u0446, \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u044b\u0439 \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433 \u0446\u0435\u043d \u0438\u043b\u0438 \u0432\u044b\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0441\u043b\u043e\u0436\u043d\u0443\u044e \u043b\u043e\u0433\u0438\u043a\u0443 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u2014 \u0432\u044b\u0431\u0438\u0440\u0430\u0439\u0442\u0435 Scrapy. \u042d\u0442\u043e \u0430\u0441\u0438\u043d\u0445\u0440\u043e\u043d\u043d\u044b\u0439 (\u0432\u044b\u043f\u043e\u043b\u043d\u044f\u044e\u0449\u0438\u0439 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e) \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a \u0441 \u0433\u043e\u0442\u043e\u0432\u044b\u043c \u043a\u043e\u043d\u0432\u0435\u0439\u0435\u0440\u043e\u043c \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438.<\/p>\n<p>\u0421\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 Scrapy: <strong>Spider<\/strong> (\u043f\u0430\u0443\u043a) \u2014 \u043e\u0431\u0445\u043e\u0434\u0438\u0442 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b \u0438 \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u0435\u0442 \u0434\u0430\u043d\u043d\u044b\u0435 \u2192 <strong>Item<\/strong> (\u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440 \u0434\u0430\u043d\u043d\u044b\u0445) \u2192 <strong>Pipeline<\/strong> (\u043a\u043e\u043d\u0432\u0435\u0439\u0435\u0440: \u043e\u0447\u0438\u0441\u0442\u043a\u0430, \u0432\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u044f, \u0437\u0430\u043f\u0438\u0441\u044c \u0432 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0435).<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1376\" height=\"768\" class=\"aligncenter size-full wp-image-2515\" src=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/scrapy-arhitektura-spider-pipeline.jpg\" alt=\"\u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 Scrapy \u2014 \u0441\u0445\u0435\u043c\u0430 Spider Item Pipeline \u0434\u043b\u044f \u043f\u0430\u0440\u0441\u0435\u0440\u0430\" srcset=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/scrapy-arhitektura-spider-pipeline.jpg 1376w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/scrapy-arhitektura-spider-pipeline-300x167.jpg 300w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/scrapy-arhitektura-spider-pipeline-1024x572.jpg 1024w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/scrapy-arhitektura-spider-pipeline-768x429.jpg 768w\" sizes=\"auto, (max-width: 1376px) 100vw, 1376px\" \/><\/p>\n<p>\u0421\u043e\u0437\u0434\u0430\u0442\u044c \u043f\u0440\u043e\u0435\u043a\u0442 \u0438 \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u044c \u043a\u0440\u0430\u0443\u043b\u0435\u0440:<\/p>\n<p>scrapy startproject myproject<\/p>\n<p>scrapy crawl myspider -o output.json<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1408\" height=\"768\" class=\"aligncenter size-full wp-image-2514\" src=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/scrapy-struktura-proekta-fajly.jpg\" alt=\"\u0421\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 Scrapy \u0432 \u0440\u0435\u0434\u0430\u043a\u0442\u043e\u0440\u0435 \u2014 \u0444\u0430\u0439\u043b\u044b spider pipelines settings\" srcset=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/scrapy-struktura-proekta-fajly.jpg 1408w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/scrapy-struktura-proekta-fajly-300x164.jpg 300w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/scrapy-struktura-proekta-fajly-1024x559.jpg 1024w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/scrapy-struktura-proekta-fajly-768x419.jpg 768w\" sizes=\"auto, (max-width: 1408px) 100vw, 1408px\" \/><\/p>\n<p>\u0422\u0440\u0438 \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438 \u0432 settings.py:<\/p>\n<p>ROBOTSTXT_OBEY = True # \u0441\u043e\u0431\u043b\u044e\u0434\u0430\u0442\u044c robots.txt<\/p>\n<p>DOWNLOAD_DELAY = 1 # \u043f\u0430\u0443\u0437\u0430 \u043c\u0435\u0436\u0434\u0443 \u0437\u0430\u043f\u0440\u043e\u0441\u0430\u043c\u0438 (\u0441\u0435\u043a\u0443\u043d\u0434\u044b)<\/p>\n<p>CONCURRENT_REQUESTS = 16 # \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u044b\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e<\/p>\n<p>ROBOTSTXT_OBEY = True \u2014 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442 \u0432\u0435\u0436\u043b\u0438\u0432\u043e\u0433\u043e \u043a\u0440\u0430\u0443\u043b\u0435\u0440\u0430: Scrapy \u0441\u0430\u043c \u0447\u0438\u0442\u0430\u0435\u0442 robots.txt \u0446\u0435\u043b\u0435\u0432\u043e\u0433\u043e \u0441\u0430\u0439\u0442\u0430 \u0438 \u043f\u0440\u043e\u043f\u0443\u0441\u043a\u0430\u0435\u0442 \u0437\u0430\u043f\u0440\u0435\u0449\u0451\u043d\u043d\u044b\u0435 \u0440\u0430\u0437\u0434\u0435\u043b\u044b. DOWNLOAD_DELAY \u0441\u043d\u0438\u0436\u0430\u0435\u0442 \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0443 \u043d\u0430 \u0441\u0435\u0440\u0432\u0435\u0440 \u0438 \u0443\u043c\u0435\u043d\u044c\u0448\u0430\u0435\u0442 \u0440\u0438\u0441\u043a \u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u043a\u0438.<\/p>\n<h2>\u041a\u0435\u0439\u0441: \u043f\u0430\u0440\u0441\u0435\u0440 \u043f\u043e\u0433\u043e\u0434\u044b \u043d\u0430 Python \u0437\u0430 10 \u043c\u0438\u043d\u0443\u0442<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1408\" height=\"768\" class=\"aligncenter size-full wp-image-2516\" src=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/parser-pogody-python-kod-temperatura.jpg\" alt=\"\u041f\u0430\u0440\u0441\u0435\u0440 \u043f\u043e\u0433\u043e\u0434\u044b \u043d\u0430 Python \u2014 \u043a\u043e\u0434 \u0438 \u0432\u044b\u0432\u043e\u0434 \u0442\u0435\u043c\u043f\u0435\u0440\u0430\u0442\u0443\u0440\u044b \u0432 \u0442\u0435\u0440\u043c\u0438\u043d\u0430\u043b\u0435\" srcset=\"https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/parser-pogody-python-kod-temperatura.jpg 1408w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/parser-pogody-python-kod-temperatura-300x164.jpg 300w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/parser-pogody-python-kod-temperatura-1024x559.jpg 1024w, https:\/\/school.edu-sigma.ru\/wp-content\/uploads\/2026\/07\/parser-pogody-python-kod-temperatura-768x419.jpg 768w\" sizes=\"auto, (max-width: 1408px) 100vw, 1408px\" \/><\/p>\n<p>\u0420\u0430\u0437\u0431\u0435\u0440\u0451\u043c \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b\u0439 \u043f\u0440\u0438\u043c\u0435\u0440 \u043f\u0430\u0440\u0441\u0435\u0440\u0430 \u043d\u0430 Python \u2014 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u0442\u0435\u043a\u0443\u0449\u0435\u0439 \u0442\u0435\u043c\u043f\u0435\u0440\u0430\u0442\u0443\u0440\u044b \u0441 \u043f\u0443\u0431\u043b\u0438\u0447\u043d\u043e\u0433\u043e \u043f\u043e\u0433\u043e\u0434\u043d\u043e\u0433\u043e \u0441\u0430\u0439\u0442\u0430.<\/p>\n<p>\u041f\u0435\u0440\u0432\u044b\u0439 \u0448\u0430\u0433 \u2014 DevTools: \u043e\u0442\u043a\u0440\u044b\u0432\u0430\u0435\u043c \u043d\u0443\u0436\u043d\u0443\u044e \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0443, \u0447\u0435\u0440\u0435\u0437 Inspect \u043d\u0430\u0445\u043e\u0434\u0438\u043c \u0442\u0435\u0433 \u0441 \u0442\u0435\u043c\u043f\u0435\u0440\u0430\u0442\u0443\u0440\u043e\u0439 \u0438 \u043a\u043e\u043f\u0438\u0440\u0443\u0435\u043c CSS-\u0441\u0435\u043b\u0435\u043a\u0442\u043e\u0440, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440 span.temp-value.<\/p>\n<p>import requests<\/p>\n<p>from bs4 import BeautifulSoup<\/p>\n<p>import csv<\/p>\n<p>from datetime import datetime<\/p>\n<p>url = &#171;https:\/\/\u043f\u043e\u0433\u043e\u0434\u043d\u044b\u0439-\u0441\u0430\u0439\u0442.ru\/moscow&#187;<\/p>\n<p>headers = {&#171;User-Agent&#187;: &#171;Mozilla\/5.0&#187;}<\/p>\n<p>response = requests.get(url, headers=headers)<\/p>\n<p>soup = BeautifulSoup(response.text, &#8216;lxml&#8217;)<\/p>\n<p>temp = soup.select_one(&#171;span.temp-value&#187;).get_text(strip=True)<\/p>\n<p>print(f&#187;\u0422\u0435\u043c\u043f\u0435\u0440\u0430\u0442\u0443\u0440\u0430 \u0432 \u041c\u043e\u0441\u043a\u0432\u0435: {temp}&#187;)<\/p>\n<p># \u0414\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u0437\u0430\u043f\u0438\u0441\u044c \u0432 CSV-\u043b\u043e\u0433<\/p>\n<p>with open(&#171;weather_log.csv&#187;, &#171;a&#187;, newline=&#187;&#187;, encoding=&#187;utf-8&#8243;) as f:<\/p>\n<p>csv.writer(f).writerow([datetime.now().isoformat(), temp])<\/p>\n<p>\u0417\u0430 10 \u043c\u0438\u043d\u0443\u0442 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u043c \u0440\u0430\u0431\u043e\u0447\u0438\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430: \u043a\u0430\u0436\u0434\u044b\u0439 \u0437\u0430\u043f\u0443\u0441\u043a \u0434\u043e\u043f\u0438\u0441\u044b\u0432\u0430\u0435\u0442 \u0441\u0442\u0440\u043e\u043a\u0443 \u0441 \u0434\u0430\u0442\u043e\u0439 \u0438 \u0442\u0435\u043c\u043f\u0435\u0440\u0430\u0442\u0443\u0440\u043e\u0439 \u0432 CSV-\u0444\u0430\u0439\u043b. \u041f\u043e \u0442\u043e\u0439 \u0436\u0435 \u0441\u0445\u0435\u043c\u0435 \u0441\u0442\u0440\u043e\u0438\u0442\u0441\u044f \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433 \u0446\u0435\u043d, \u043a\u0443\u0440\u0441\u043e\u0432 \u0432\u0430\u043b\u044e\u0442, \u043e\u0441\u0442\u0430\u0442\u043a\u043e\u0432 \u0442\u043e\u0432\u0430\u0440\u043e\u0432.<\/p>\n<h2>\u042d\u0442\u0438\u043a\u0430 \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430 \u0438 \u0437\u0430\u0449\u0438\u0442\u0430 \u043e\u0442 \u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u043e\u043a<\/h2>\n<p>\u041f\u0430\u0440\u0441\u0438\u043d\u0433 \u043f\u0443\u0431\u043b\u0438\u0447\u043d\u043e \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u2014 \u0446\u0435\u043d, \u0441\u0442\u0430\u0442\u0435\u0439, \u0440\u0430\u0441\u043f\u0438\u0441\u0430\u043d\u0438\u0439, \u043a\u0443\u0440\u0441\u043e\u0432 \u0432\u0430\u043b\u044e\u0442 \u2014 \u0437\u0430\u043a\u043e\u043d\u0435\u043d. \u0414\u0432\u0430 \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0445 \u043f\u0440\u0430\u0432\u0438\u043b\u0430: \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0439\u0442\u0435 robots.txt \u043f\u0435\u0440\u0435\u0434 \u0437\u0430\u043f\u0443\u0441\u043a\u043e\u043c \u0438 \u043d\u0435 \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0439\u0442\u0435 \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0443 \u043d\u0430 \u0441\u0435\u0440\u0432\u0435\u0440.<\/p>\n<h3>\u041f\u0440\u0430\u0432\u0438\u043b\u0430 \u044d\u0442\u0438\u0447\u043d\u043e\u0433\u043e \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430<\/h3>\n<table style=\"width: 100%; border-collapse: collapse; font-size: 14px;\">\n<thead>\n<tr>\n<th style=\"padding: 12px 16px; text-align: left; border: 1px solid #ddd; background: #2c2c2c; font-weight: 500; font-size: 13px; color: #ffffff;\"><strong>\u041c\u043e\u0436\u043d\u043e<br \/>\n<\/strong><\/th>\n<th style=\"padding: 12px 16px; text-align: left; border: 1px solid #ddd; background: #2c2c2c; font-weight: 500; font-size: 13px; color: #ffffff;\"><strong>\u041d\u0435\u043b\u044c\u0437\u044f<br \/>\n<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5; font-weight: 500;\">\u041f\u0443\u0431\u043b\u0438\u0447\u043d\u044b\u0435 \u0446\u0435\u043d\u044b \u0438 \u043a\u0430\u0442\u0430\u043b\u043e\u0433\u0438<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u041f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439<\/td>\n<\/tr>\n<tr style=\"background: #f9f9f9;\">\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5; font-weight: 500;\">\u041e\u0442\u043a\u0440\u044b\u0442\u044b\u0435 \u043d\u043e\u0432\u043e\u0441\u0442\u0438 \u0438 \u0441\u0442\u0430\u0442\u044c\u0438<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u0417\u0430\u043a\u0440\u044b\u0442\u044b\u0435 \u0440\u0430\u0437\u0434\u0435\u043b\u044b \u0437\u0430 \u0430\u0432\u0442\u043e\u0440\u0438\u0437\u0430\u0446\u0438\u0435\u0439<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5; font-weight: 500;\">\u041a\u0443\u0440\u0441\u044b \u0432\u0430\u043b\u044e\u0442, \u0440\u0430\u0441\u043f\u0438\u0441\u0430\u043d\u0438\u044f<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u041a\u043e\u043d\u0442\u0435\u043d\u0442 \u0441 \u0437\u0430\u043f\u0440\u0435\u0442\u043e\u043c \u0432 robots.txt<\/td>\n<\/tr>\n<tr style=\"background: #f9f9f9;\">\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5; font-weight: 500;\">\u0414\u0430\u043d\u043d\u044b\u0435 \u043f\u0443\u0431\u043b\u0438\u0447\u043d\u044b\u0445 API<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u0417\u0430\u043f\u0440\u043e\u0441\u044b \u0441 \u0447\u0430\u0441\u0442\u043e\u0442\u043e\u0439, \u043f\u0435\u0440\u0435\u0433\u0440\u0443\u0436\u0430\u044e\u0449\u0435\u0439 \u0441\u0435\u0440\u0432\u0435\u0440<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u041f\u0435\u0440\u0435\u0434 \u0441\u0442\u0430\u0440\u0442\u043e\u043c \u043e\u0442\u043a\u0440\u043e\u0439\u0442\u0435 https:\/\/\u0441\u0430\u0439\u0442.ru\/robots.txt \u0438 \u043f\u0440\u043e\u0432\u0435\u0440\u044c\u0442\u0435 \u043f\u0440\u0430\u0432\u0438\u043b\u0430 \u0432\u0440\u0443\u0447\u043d\u0443\u044e. Scrapy \u043f\u0440\u0438 ROBOTSTXT_OBEY = True \u0434\u0435\u043b\u0430\u0435\u0442 \u044d\u0442\u043e \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438. \u0421\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u0430\u044f \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u0430 \u2014 1\u20133 \u0441\u0435\u043a\u0443\u043d\u0434\u044b \u043c\u0435\u0436\u0434\u0443 \u0437\u0430\u043f\u0440\u043e\u0441\u0430\u043c\u0438; \u0434\u043b\u044f \u0441\u0442\u0440\u043e\u0433\u0438\u0445 \u0441\u0430\u0439\u0442\u043e\u0432 \u043f\u043e\u0432\u044b\u0448\u0430\u0439\u0442\u0435 \u0434\u043e 5\u201310 \u0441\u0435\u043a\u0443\u043d\u0434.<\/p>\n<h3>\u0422\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043c\u0435\u0442\u043e\u0434\u044b \u0437\u0430\u0449\u0438\u0442\u044b \u043e\u0442 \u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u043e\u043a<\/h3>\n<p>\u0415\u0441\u043b\u0438 \u0441\u0430\u0439\u0442 \u043d\u0430\u0447\u0430\u043b \u043e\u0442\u0432\u0435\u0447\u0430\u0442\u044c \u043e\u0448\u0438\u0431\u043a\u0430\u043c\u0438 \u0438\u043b\u0438 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0442\u044c \u043f\u0443\u0441\u0442\u044b\u0435 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u0440\u0438\u0451\u043c\u043e\u0432:<\/p>\n<ul>\n<li><strong>\u0420\u043e\u0442\u0430\u0446\u0438\u044f User-Agent.<\/strong> \u0425\u0440\u0430\u043d\u0438\u0442\u0435 \u0441\u043f\u0438\u0441\u043e\u043a \u0431\u0440\u0430\u0443\u0437\u0435\u0440\u043d\u044b\u0445 \u0441\u0442\u0440\u043e\u043a \u0438 \u0432\u044b\u0431\u0438\u0440\u0430\u0439\u0442\u0435 \u0441\u043b\u0443\u0447\u0430\u0439\u043d\u0443\u044e \u0447\u0435\u0440\u0435\u0437 random.choice().<\/li>\n<li><strong>\u041f\u0440\u043e\u043a\u0441\u0438-\u0441\u0435\u0440\u0432\u0435\u0440\u044b.<\/strong> \u041c\u0435\u043d\u044f\u0439\u0442\u0435 IP \u0447\u0435\u0440\u0435\u0437 requests.get(url, proxies={&#171;http&#187;: &#171;http:\/\/proxy:port&#187;}).<\/li>\n<li><strong>\u0420\u0430\u043d\u0434\u043e\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u0438.<\/strong> time.sleep(random.uniform(1, 3)) \u2014 \u0432\u043c\u0435\u0441\u0442\u043e \u043e\u0434\u0438\u043d\u0430\u043a\u043e\u0432\u044b\u0445 \u0438\u043d\u0442\u0435\u0440\u0432\u0430\u043b\u043e\u0432.<\/li>\n<li><strong>\u041f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0442 API.<\/strong> \u0415\u0441\u043b\u0438 \u0432\u043e \u0432\u043a\u043b\u0430\u0434\u043a\u0435 Network \u0432 DevTools \u0432\u0438\u0434\u0435\u043d JSON-\u043e\u0442\u0432\u0435\u0442 \u0441\u0435\u0440\u0432\u0435\u0440\u0430 \u2014 \u043e\u0431\u0440\u0430\u0449\u0430\u0439\u0442\u0435\u0441\u044c \u043a \u043d\u0435\u043c\u0443 \u043d\u0430\u043f\u0440\u044f\u043c\u0443\u044e: \u044d\u0442\u043e \u0441\u0442\u0430\u0431\u0438\u043b\u044c\u043d\u0435\u0435 \u0438 \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430 HTML.<\/li>\n<\/ul>\n<h2>\u041a\u0430\u043a\u043e\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0432\u044b\u0431\u0440\u0430\u0442\u044c: \u0441\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u0442\u0430\u0431\u043b\u0438\u0446\u0430<\/h2>\n<table style=\"width: 100%; border-collapse: collapse; font-size: 14px;\">\n<thead>\n<tr>\n<th style=\"padding: 12px 16px; text-align: left; border: 1px solid #ddd; background: #2c2c2c; font-weight: 500; font-size: 13px; color: #ffffff;\"><strong>\u041f\u0430\u0440\u0430\u043c\u0435\u0442\u0440<br \/>\n<\/strong><\/th>\n<th style=\"padding: 12px 16px; text-align: left; border: 1px solid #ddd; background: #2c2c2c; font-weight: 500; font-size: 13px; color: #ffffff;\"><strong>Requests + BS4<br \/>\n<\/strong><\/th>\n<th style=\"padding: 12px 16px; text-align: left; border: 1px solid #ddd; background: #2c2c2c; font-weight: 500; font-size: 13px; color: #ffffff;\"><strong>Scrapy<br \/>\n<\/strong><\/th>\n<th style=\"padding: 12px 16px; text-align: left; border: 1px solid #ddd; background: #2c2c2c; font-weight: 500; font-size: 13px; color: #ffffff;\"><strong>Selenium \/ Playwright<br \/>\n<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5; font-weight: 500;\">\u041f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 JS<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u274c<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u274c<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u2705<\/td>\n<\/tr>\n<tr style=\"background: #f9f9f9;\">\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5; font-weight: 500;\">\u0421\u043a\u043e\u0440\u043e\u0441\u0442\u044c<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u0412\u044b\u0441\u043e\u043a\u0430\u044f<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u041e\u0447\u0435\u043d\u044c \u0432\u044b\u0441\u043e\u043a\u0430\u044f<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u041d\u0438\u0437\u043a\u0430\u044f<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5; font-weight: 500;\">\u041c\u0430\u0441\u0448\u0442\u0430\u0431<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u041e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0435 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u0422\u044b\u0441\u044f\u0447\u0438 \u0441\u0442\u0440\u0430\u043d\u0438\u0446<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u041e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0435 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b<\/td>\n<\/tr>\n<tr style=\"background: #f9f9f9;\">\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5; font-weight: 500;\">\u0421\u043b\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u0432\u0445\u043e\u0434\u0430<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u041d\u0438\u0437\u043a\u0430\u044f<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u0421\u0440\u0435\u0434\u043d\u044f\u044f<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u0421\u0440\u0435\u0434\u043d\u044f\u044f<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5; font-weight: 500;\">\u0412\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u044b\u0439 \u044d\u043a\u0441\u043f\u043e\u0440\u0442<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u2014<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">JSON \/ CSV \/ XML<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u2014<\/td>\n<\/tr>\n<tr style=\"background: #f9f9f9;\">\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5; font-weight: 500;\">\u041f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 \u043f\u0440\u043e\u043a\u0441\u0438<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u0412\u0440\u0443\u0447\u043d\u0443\u044e<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u0412\u0441\u0442\u0440\u043e\u0435\u043d\u0430<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u0412\u0440\u0443\u0447\u043d\u0443\u044e<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5; font-weight: 500;\">\u0421\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u2705<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u2705<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u2705<\/td>\n<\/tr>\n<tr style=\"background: #f9f9f9;\">\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5; font-weight: 500;\">\u0414\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u274c<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u274c<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #ddd; line-height: 1.5;\">\u2705<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Requests + BeautifulSoup \u2014 \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0439 \u0441\u0442\u0430\u0440\u0442 \u0434\u043b\u044f \u043f\u0440\u043e\u0442\u043e\u0442\u0438\u043f\u043e\u0432 \u0438 \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u0437\u0430\u0434\u0430\u0447. Scrapy \u2014 \u043a\u043e\u0433\u0434\u0430 \u043d\u0443\u0436\u0435\u043d \u0440\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u044b\u0439 \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433 \u0442\u044b\u0441\u044f\u0447 \u0441\u0442\u0440\u0430\u043d\u0438\u0446. Selenium \u0438\u043b\u0438 Playwright \u2014 \u0434\u043b\u044f JS-\u0441\u0430\u0439\u0442\u043e\u0432 \u0438 \u0441\u0442\u0440\u0430\u043d\u0438\u0446 \u0441 \u0430\u0432\u0442\u043e\u0440\u0438\u0437\u0430\u0446\u0438\u0435\u0439. Playwright \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0431\u044b\u0441\u0442\u0440\u0435\u0435 Selenium \u0437\u0430 \u0441\u0447\u0451\u0442 \u043d\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e async\/await (\u0430\u0441\u0438\u043d\u0445\u0440\u043e\u043d\u043d\u043e\u0433\u043e API) \u0438 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 Chromium, Firefox \u0438 WebKit.<\/p>\n<p>\u0425\u043e\u0442\u0438\u0442\u0435 \u043e\u0441\u0432\u043e\u0438\u0442\u044c Python \u0441 \u043d\u0443\u043b\u044f \u0438 \u043f\u0438\u0441\u0430\u0442\u044c \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0435 \u0441\u043a\u0440\u0438\u043f\u0442\u044b? \u041d\u0430 \u043a\u0443\u0440\u0441\u0435 \u00ab\u041f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435: \u0423\u0432\u0435\u0440\u0435\u043d\u043d\u044b\u0439 \u0441\u0442\u0430\u0440\u0442\u00bb \u0448\u043a\u043e\u043b\u044c\u043d\u0438\u043a\u0438 \u0437\u0430 4 \u043d\u0435\u0434\u0435\u043b\u0438 \u0441\u043e\u0437\u0434\u0430\u044e\u0442 Telegram-\u0431\u043e\u0442\u0430, \u0441\u0430\u0439\u0442 \u0438 \u0432\u0435\u0431-\u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u2014 \u0441 \u043d\u0443\u043b\u044f, \u043f\u043e\u0448\u0430\u0433\u043e\u0432\u043e, \u0441 \u043f\u0440\u0435\u043f\u043e\u0434\u0430\u0432\u0430\u0442\u0435\u043b\u044f\u043c\u0438-\u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0430\u043c\u0438. \u0423\u0437\u043d\u0430\u0439\u0442\u0435 \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u0435\u0435 \u043d\u0430 <a style=\"color: #2c6fad; text-decoration: none;\" href=\"https:\/\/school.edu-sigma.ru\/\">\u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0435 \u043a\u0443\u0440\u0441\u0430<\/a>.<\/p>\n<h2>\u0427\u0430\u0441\u0442\u043e \u0437\u0430\u0434\u0430\u0432\u0430\u0435\u043c\u044b\u0435 \u0432\u043e\u043f\u0440\u043e\u0441\u044b<\/h2>\n<h3>\u0427\u0442\u043e \u0442\u0430\u043a\u043e\u0435 \u043f\u0430\u0440\u0441\u0438\u043d\u0433 \u043f\u0440\u043e\u0441\u0442\u044b\u043c\u0438 \u0441\u043b\u043e\u0432\u0430\u043c\u0438?<\/h3>\n<p>\u041f\u0430\u0440\u0441\u0438\u043d\u0433 (web scraping) \u2014 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u0441 \u0441\u0430\u0439\u0442\u043e\u0432. \u0412\u043c\u0435\u0441\u0442\u043e \u0442\u043e\u0433\u043e \u0447\u0442\u043e\u0431\u044b \u0432\u0440\u0443\u0447\u043d\u0443\u044e \u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0446\u0435\u043d\u044b, \u043a\u043e\u043d\u0442\u0430\u043a\u0442\u044b \u0438\u043b\u0438 \u0440\u0430\u0441\u043f\u0438\u0441\u0430\u043d\u0438\u044f, \u0441\u043a\u0440\u0438\u043f\u0442 \u0434\u0435\u043b\u0430\u0435\u0442 \u044d\u0442\u043e \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e. \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0443 \u2014 API (\u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441): \u0435\u0441\u043b\u0438 \u0441\u0430\u0439\u0442 \u0435\u0433\u043e \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442, \u044d\u0442\u043e \u0432\u0441\u0435\u0433\u0434\u0430 \u043f\u0440\u0435\u0434\u043f\u043e\u0447\u0442\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0432\u0430\u0440\u0438\u0430\u043d\u0442 \u2014 API \u0441\u0442\u0430\u0431\u0438\u043b\u044c\u043d\u0435\u0435 \u0438 \u043d\u0435 \u043d\u0430\u0440\u0443\u0448\u0430\u0435\u0442 \u0443\u0441\u043b\u043e\u0432\u0438\u0439 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0441\u0435\u0440\u0432\u0438\u0441\u0430.<\/p>\n<h3>\u0427\u0435\u043c BeautifulSoup \u043e\u0442\u043b\u0438\u0447\u0430\u0435\u0442\u0441\u044f \u043e\u0442 Scrapy?<\/h3>\n<p>BeautifulSoup \u2014 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430 \u0434\u043b\u044f \u0440\u0430\u0437\u0431\u043e\u0440\u0430 HTML \u043e\u0434\u043d\u043e\u0439 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b; \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u0442 \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0449\u0438\u043c \u0438 \u0434\u043b\u044f \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u0437\u0430\u0434\u0430\u0447. Scrapy \u2014 \u043f\u043e\u043b\u043d\u043e\u0446\u0435\u043d\u043d\u044b\u0439 \u0430\u0441\u0438\u043d\u0445\u0440\u043e\u043d\u043d\u044b\u0439 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a \u0441 \u043e\u0447\u0435\u0440\u0435\u0434\u044c\u044e \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432, \u043a\u043e\u043d\u0432\u0435\u0439\u0435\u0440\u043e\u043c \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438 \u0432\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u044b\u043c \u044d\u043a\u0441\u043f\u043e\u0440\u0442\u043e\u043c \u0434\u0430\u043d\u043d\u044b\u0445. Scrapy \u0440\u0430\u0441\u0441\u0447\u0438\u0442\u0430\u043d \u043d\u0430 \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u044b\u0439 \u043e\u0431\u0445\u043e\u0434 \u0442\u044b\u0441\u044f\u0447 \u0441\u0442\u0440\u0430\u043d\u0438\u0446 \u0438 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u0431\u043e\u043b\u044c\u0448\u0435 \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u043d\u0430 \u043f\u0435\u0440\u0432\u043e\u043d\u0430\u0447\u0430\u043b\u044c\u043d\u0443\u044e \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0443, \u0437\u0430\u0442\u043e \u043d\u0435 \u043d\u0443\u0436\u043d\u043e \u043f\u0438\u0441\u0430\u0442\u044c \u043b\u043e\u0433\u0438\u043a\u0443 \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u0438\u0437\u043c\u0430 \u0438 \u043f\u043e\u0432\u0442\u043e\u0440\u043d\u044b\u0445 \u043f\u043e\u043f\u044b\u0442\u043e\u043a \u0432\u0440\u0443\u0447\u043d\u0443\u044e.<\/p>\n<h3>\u041a\u0430\u043a \u043f\u0430\u0440\u0441\u0438\u0442\u044c \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0441\u0430\u0439\u0442\u044b \u0441 JavaScript?<\/h3>\n<p>\u0415\u0441\u043b\u0438 Requests \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 \u043f\u0443\u0441\u0442\u043e\u0439 HTML, \u0437\u043d\u0430\u0447\u0438\u0442 \u0434\u0430\u043d\u043d\u044b\u0435 \u043f\u043e\u0434\u0433\u0440\u0443\u0436\u0430\u0435\u0442 JavaScript \u043f\u043e\u0441\u043b\u0435 \u043f\u0435\u0440\u0432\u043e\u0439 \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b. \u0420\u0435\u0448\u0435\u043d\u0438\u0435 \u2014 Selenium WebDriver: \u043e\u043d \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0439 \u0431\u0440\u0430\u0443\u0437\u0435\u0440 \u0438 \u0434\u043e\u0436\u0438\u0434\u0430\u0435\u0442\u0441\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f JS. \u0421\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u0430\u044f \u0430\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u2014 Playwright \u043e\u0442 Microsoft: \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u0438 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 Chromium, Firefox \u0438 WebKit. \u0422\u0430\u043a\u0436\u0435 \u043f\u0440\u043e\u0432\u0435\u0440\u044c\u0442\u0435 \u0432\u043a\u043b\u0430\u0434\u043a\u0443 Network \u0432 DevTools \u2014 \u0438\u043d\u043e\u0433\u0434\u0430 \u0434\u0430\u043d\u043d\u044b\u0435 \u043f\u0440\u0438\u0445\u043e\u0434\u044f\u0442 \u043d\u0430\u043f\u0440\u044f\u043c\u0443\u044e \u0447\u0435\u0440\u0435\u0437 JSON-\u044d\u043d\u0434\u043f\u043e\u0438\u043d\u0442 \u0438 \u043f\u0430\u0440\u0441\u0438\u0442\u044c HTML \u0432\u043e\u043e\u0431\u0449\u0435 \u043d\u0435 \u043d\u0443\u0436\u043d\u043e.<\/p>\n<h3>\u041a\u0430\u043a \u043d\u0430\u0439\u0442\u0438 CSS-\u043a\u043b\u0430\u0441\u0441 \u043d\u0443\u0436\u043d\u043e\u0433\u043e \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0430 \u043d\u0430 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0435?<\/h3>\n<p>\u041d\u0430\u0436\u043c\u0438\u0442\u0435 F12, \u043e\u0442\u043a\u0440\u043e\u0439\u0442\u0435 \u0432\u043a\u043b\u0430\u0434\u043a\u0443 Elements, \u043a\u043b\u0438\u043a\u043d\u0438\u0442\u0435 \u043f\u0440\u0430\u0432\u043e\u0439 \u043a\u043d\u043e\u043f\u043a\u043e\u0439 \u043c\u044b\u0448\u0438 \u043f\u043e \u043d\u0443\u0436\u043d\u043e\u043c\u0443 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0443 \u043d\u0430 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0435 \u2192 <strong>Inspect<\/strong>. \u0412 \u043f\u0430\u043d\u0435\u043b\u0438 Elements \u043f\u043e\u0434\u0441\u0432\u0435\u0442\u0438\u0442\u0441\u044f \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0439 \u0442\u0435\u0433. \u0417\u0430\u0442\u0435\u043c \u043f\u0440\u0430\u0432\u0430\u044f \u043a\u043d\u043e\u043f\u043a\u0430 \u043f\u043e \u0442\u0435\u0433\u0443 \u2192 <strong>Copy \u2192 Copy Selector<\/strong>. \u0411\u0440\u0430\u0443\u0437\u0435\u0440 \u0441\u043a\u043e\u043f\u0438\u0440\u0443\u0435\u0442 \u0433\u043e\u0442\u043e\u0432\u044b\u0439 CSS-\u0441\u0435\u043b\u0435\u043a\u0442\u043e\u0440, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0432\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0432 soup.select() \u0432 BeautifulSoup \u0438\u043b\u0438 \u0432 response.css() \u0432 Scrapy.<\/p>\n<h3>\u0417\u0430\u043a\u043e\u043d\u0435\u043d \u043b\u0438 \u043f\u0430\u0440\u0441\u0438\u043d\u0433 \u0441\u0430\u0439\u0442\u043e\u0432?<\/h3>\n<p>\u041f\u0430\u0440\u0441\u0438\u043d\u0433 \u043f\u0443\u0431\u043b\u0438\u0447\u043d\u043e \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u2014 \u0446\u0435\u043d, \u0441\u0442\u0430\u0442\u0435\u0439, \u0440\u0430\u0441\u043f\u0438\u0441\u0430\u043d\u0438\u0439 \u2014 \u0437\u0430\u043a\u043e\u043d\u0435\u043d. \u0417\u0430\u043f\u0440\u0435\u0449\u0435\u043d\u043e \u0441\u043e\u0431\u0438\u0440\u0430\u0442\u044c \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u0438 \u043e\u0431\u0445\u043e\u0434\u0438\u0442\u044c \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043c\u0435\u0440\u044b \u0437\u0430\u0449\u0438\u0442\u044b \u0437\u0430\u043a\u0440\u044b\u0442\u044b\u0445 \u0440\u0430\u0437\u0434\u0435\u043b\u043e\u0432. \u041f\u0435\u0440\u0435\u0434 \u0437\u0430\u043f\u0443\u0441\u043a\u043e\u043c \u0432\u0441\u0435\u0433\u0434\u0430 \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0439\u0442\u0435 robots.txt \u0446\u0435\u043b\u0435\u0432\u043e\u0433\u043e \u0441\u0430\u0439\u0442\u0430: \u0442\u0430\u043c \u0443\u043a\u0430\u0437\u0430\u043d\u043e, \u043a\u0430\u043a\u0438\u0435 \u0440\u0430\u0437\u0434\u0435\u043b\u044b \u0437\u0430\u043a\u0440\u044b\u0442\u044b \u0434\u043b\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432.<\/p>\n<h3>\u041a\u0430\u043a \u043e\u0431\u043e\u0439\u0442\u0438 \u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u043a\u0443 IP \u043f\u0440\u0438 \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0435?<\/h3>\n<p>\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u0440\u043e\u0442\u0430\u0446\u0438\u044e User-Agent, \u043f\u0440\u043e\u043a\u0441\u0438-\u0441\u0435\u0440\u0432\u0435\u0440\u044b \u0434\u043b\u044f \u0441\u043c\u0435\u043d\u044b IP-\u0430\u0434\u0440\u0435\u0441\u0430 \u0438 \u0440\u0430\u043d\u0434\u043e\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u0438: time.sleep(random.uniform(1, 3)). \u0413\u043b\u0430\u0432\u043d\u044b\u0439 \u043f\u0440\u0438\u043d\u0446\u0438\u043f \u2014 \u043d\u0435 \u0447\u0430\u0441\u0442\u0438\u0442\u0435: 1\u20133 \u0441\u0435\u043a\u0443\u043d\u0434\u044b \u043c\u0435\u0436\u0434\u0443 \u0437\u0430\u043f\u0440\u043e\u0441\u0430\u043c\u0438 \u043f\u043e\u043a\u0440\u044b\u0432\u0430\u044e\u0442 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0441\u0430\u0439\u0442\u043e\u0432. \u0415\u0441\u043b\u0438 \u0440\u0435\u0441\u0443\u0440\u0441 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 API \u2014 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u0435\u0433\u043e: \u044d\u0442\u043e \u0431\u044b\u0441\u0442\u0440\u0435\u0435, \u043d\u0430\u0434\u0451\u0436\u043d\u0435\u0435 \u0438 \u044d\u0442\u0438\u0447\u043d\u0435\u0435 \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430.<\/p>\n<h3>\u0427\u0435\u043c Playwright \u043b\u0443\u0447\u0448\u0435 Selenium?<\/h3>\n<p>Playwright \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u0437\u0430 \u0441\u0447\u0451\u0442 \u043d\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e async\/await (\u0430\u0441\u0438\u043d\u0445\u0440\u043e\u043d\u043d\u043e\u0433\u043e API), \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0442\u0440\u0438 \u0434\u0432\u0438\u0436\u043a\u0430 \u2014 Chromium, Firefox, WebKit \u2014 \u0438 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u043c\u0435\u043d\u044c\u0448\u0435 \u043a\u043e\u0434\u0430 \u0434\u043b\u044f \u0442\u0438\u043f\u043e\u0432\u044b\u0445 \u0437\u0430\u0434\u0430\u0447 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0431\u0440\u0430\u0443\u0437\u0435\u0440\u0430. Selenium \u0437\u0440\u0435\u043b\u0435\u0435 \u0438 \u0438\u043c\u0435\u0435\u0442 \u0431\u043e\u043b\u044c\u0448\u0443\u044e \u044d\u043a\u043e\u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0433\u043e\u0442\u043e\u0432\u044b\u0445 \u0440\u0435\u0448\u0435\u043d\u0438\u0439, \u0447\u0442\u043e \u043e\u0431\u043b\u0435\u0433\u0447\u0430\u0435\u0442 \u043f\u043e\u0438\u0441\u043a \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u043f\u0440\u0438 \u043d\u0435\u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u044b\u0445 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430\u0445.<\/p>\n<h3>\u041a\u0430\u043a \u043d\u0430\u043f\u0438\u0441\u0430\u0442\u044c \u043f\u0435\u0440\u0432\u044b\u0439 \u043f\u0430\u0440\u0441\u0435\u0440 \u043d\u0430 Python \u0441 \u043d\u0443\u043b\u044f, \u0435\u0441\u043b\u0438 \u043d\u0435\u0442 \u043e\u043f\u044b\u0442\u0430?<\/h3>\n<p>\u041d\u0430\u0447\u043d\u0438\u0442\u0435 \u0441 \u043e\u0441\u043d\u043e\u0432 \u044f\u0437\u044b\u043a\u0430: \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435, \u0444\u0443\u043d\u043a\u0446\u0438\u0438, \u0440\u0430\u0431\u043e\u0442\u0430 \u0441 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430\u043c\u0438. \u0417\u0430\u0442\u0435\u043c \u2014 \u043f\u044f\u0442\u044c \u0448\u0430\u0433\u043e\u0432 \u0438\u0437 \u044d\u0442\u043e\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0438: \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0435 Python \u0438 venv, \u0434\u043e\u0431\u0430\u0432\u044c\u0442\u0435 Requests \u0438 BeautifulSoup, \u043d\u0430\u043f\u0438\u0448\u0438\u0442\u0435 \u0437\u0430\u043f\u0440\u043e\u0441, \u0440\u0430\u0437\u0431\u0435\u0440\u0438\u0442\u0435 HTML, \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0432 JSON. \u0415\u0441\u043b\u0438 Python \u0435\u0449\u0451 \u043d\u0435\u0437\u043d\u0430\u043a\u043e\u043c, \u043e\u0441\u0432\u043e\u0438\u0442\u044c \u043e\u0441\u043d\u043e\u0432\u044b \u043c\u043e\u0436\u043d\u043e \u043d\u0430 \u043a\u0443\u0440\u0441\u0435 \u00ab\u041f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435: \u0423\u0432\u0435\u0440\u0435\u043d\u043d\u044b\u0439 \u0441\u0442\u0430\u0440\u0442\u00bb \u2014 \u043e\u043d \u0431\u0435\u0441\u043f\u043b\u0430\u0442\u043d\u044b\u0439 (0 \u20bd), \u043f\u0440\u043e\u0445\u043e\u0434\u0438\u0442 \u043e\u043d\u043b\u0430\u0439\u043d \u043e\u0442 4 \u043d\u0435\u0434\u0435\u043b\u044c. \u0412 \u043f\u0435\u0440\u0432\u043e\u043c \u043c\u043e\u0434\u0443\u043b\u0435 \u2014 \u043e\u0441\u043d\u043e\u0432\u044b Python \u0438 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0439 \u043f\u0440\u043e\u0435\u043a\u0442: \u0440\u0430\u0431\u043e\u0447\u0438\u0439 Telegram-\u0431\u043e\u0442.<\/p>\n<p><script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntityOfPage\": {\n    \"@type\": \"WebPage\",\n    \"@id\": \"https:\/\/school.edu-sigma.ru\/blog\/parser-na-python\/\"\n  },\n  \"mainEntity\": [\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u0427\u0442\u043e \u0442\u0430\u043a\u043e\u0435 \u043f\u0430\u0440\u0441\u0438\u043d\u0433 \u043f\u0440\u043e\u0441\u0442\u044b\u043c\u0438 \u0441\u043b\u043e\u0432\u0430\u043c\u0438?\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u041f\u0430\u0440\u0441\u0438\u043d\u0433 (web scraping) \u2014 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u0441 \u0441\u0430\u0439\u0442\u043e\u0432. \u0412\u043c\u0435\u0441\u0442\u043e \u0442\u043e\u0433\u043e \u0447\u0442\u043e\u0431\u044b \u0432\u0440\u0443\u0447\u043d\u0443\u044e \u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0446\u0435\u043d\u044b, \u043a\u043e\u043d\u0442\u0430\u043a\u0442\u044b \u0438\u043b\u0438 \u0440\u0430\u0441\u043f\u0438\u0441\u0430\u043d\u0438\u044f, \u0441\u043a\u0440\u0438\u043f\u0442 \u0434\u0435\u043b\u0430\u0435\u0442 \u044d\u0442\u043e \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e. \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0443 \u2014 API (\u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441): \u0435\u0441\u043b\u0438 \u0441\u0430\u0439\u0442 \u0435\u0433\u043e \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442, \u044d\u0442\u043e \u0432\u0441\u0435\u0433\u0434\u0430 \u043f\u0440\u0435\u0434\u043f\u043e\u0447\u0442\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0432\u0430\u0440\u0438\u0430\u043d\u0442 \u2014 API \u0441\u0442\u0430\u0431\u0438\u043b\u044c\u043d\u0435\u0435 \u0438 \u043d\u0435 \u043d\u0430\u0440\u0443\u0448\u0430\u0435\u0442 \u0443\u0441\u043b\u043e\u0432\u0438\u0439 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0441\u0435\u0440\u0432\u0438\u0441\u0430.\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u0427\u0435\u043c BeautifulSoup \u043e\u0442\u043b\u0438\u0447\u0430\u0435\u0442\u0441\u044f \u043e\u0442 Scrapy?\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"BeautifulSoup \u2014 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430 \u0434\u043b\u044f \u0440\u0430\u0437\u0431\u043e\u0440\u0430 HTML \u043e\u0434\u043d\u043e\u0439 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b; \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u0442 \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0449\u0438\u043c \u0438 \u0434\u043b\u044f \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u0437\u0430\u0434\u0430\u0447. Scrapy \u2014 \u043f\u043e\u043b\u043d\u043e\u0446\u0435\u043d\u043d\u044b\u0439 \u0430\u0441\u0438\u043d\u0445\u0440\u043e\u043d\u043d\u044b\u0439 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a \u0441 \u043e\u0447\u0435\u0440\u0435\u0434\u044c\u044e \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432, \u043a\u043e\u043d\u0432\u0435\u0439\u0435\u0440\u043e\u043c \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438 \u0432\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u044b\u043c \u044d\u043a\u0441\u043f\u043e\u0440\u0442\u043e\u043c \u0434\u0430\u043d\u043d\u044b\u0445. Scrapy \u0440\u0430\u0441\u0441\u0447\u0438\u0442\u0430\u043d \u043d\u0430 \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u044b\u0439 \u043e\u0431\u0445\u043e\u0434 \u0442\u044b\u0441\u044f\u0447 \u0441\u0442\u0440\u0430\u043d\u0438\u0446 \u0438 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u0431\u043e\u043b\u044c\u0448\u0435 \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u043d\u0430 \u043f\u0435\u0440\u0432\u043e\u043d\u0430\u0447\u0430\u043b\u044c\u043d\u0443\u044e \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0443, \u0437\u0430\u0442\u043e \u043d\u0435 \u043d\u0443\u0436\u043d\u043e \u043f\u0438\u0441\u0430\u0442\u044c \u043b\u043e\u0433\u0438\u043a\u0443 \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u0438\u0437\u043c\u0430 \u0438 \u043f\u043e\u0432\u0442\u043e\u0440\u043d\u044b\u0445 \u043f\u043e\u043f\u044b\u0442\u043e\u043a \u0432\u0440\u0443\u0447\u043d\u0443\u044e.\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u041a\u0430\u043a \u043f\u0430\u0440\u0441\u0438\u0442\u044c \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0441\u0430\u0439\u0442\u044b \u0441 JavaScript?\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u0415\u0441\u043b\u0438 Requests \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 \u043f\u0443\u0441\u0442\u043e\u0439 HTML, \u0437\u043d\u0430\u0447\u0438\u0442 \u0434\u0430\u043d\u043d\u044b\u0435 \u043f\u043e\u0434\u0433\u0440\u0443\u0436\u0430\u0435\u0442 JavaScript \u043f\u043e\u0441\u043b\u0435 \u043f\u0435\u0440\u0432\u043e\u0439 \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b. \u0420\u0435\u0448\u0435\u043d\u0438\u0435 \u2014 Selenium WebDriver: \u043e\u043d \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0439 \u0431\u0440\u0430\u0443\u0437\u0435\u0440 \u0438 \u0434\u043e\u0436\u0438\u0434\u0430\u0435\u0442\u0441\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f JS. \u0421\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u0430\u044f \u0430\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u2014 Playwright \u043e\u0442 Microsoft: \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u0438 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 Chromium, Firefox \u0438 WebKit. \u0422\u0430\u043a\u0436\u0435 \u043f\u0440\u043e\u0432\u0435\u0440\u044c\u0442\u0435 \u0432\u043a\u043b\u0430\u0434\u043a\u0443 Network \u0432 DevTools \u2014 \u0438\u043d\u043e\u0433\u0434\u0430 \u0434\u0430\u043d\u043d\u044b\u0435 \u043f\u0440\u0438\u0445\u043e\u0434\u044f\u0442 \u043d\u0430\u043f\u0440\u044f\u043c\u0443\u044e \u0447\u0435\u0440\u0435\u0437 JSON-\u044d\u043d\u0434\u043f\u043e\u0438\u043d\u0442 \u0438 \u043f\u0430\u0440\u0441\u0438\u0442\u044c HTML \u0432\u043e\u043e\u0431\u0449\u0435 \u043d\u0435 \u043d\u0443\u0436\u043d\u043e.\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u041a\u0430\u043a \u043d\u0430\u0439\u0442\u0438 CSS-\u043a\u043b\u0430\u0441\u0441 \u043d\u0443\u0436\u043d\u043e\u0433\u043e \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0430 \u043d\u0430 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0435?\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u041d\u0430\u0436\u043c\u0438\u0442\u0435 F12, \u043e\u0442\u043a\u0440\u043e\u0439\u0442\u0435 \u0432\u043a\u043b\u0430\u0434\u043a\u0443 Elements, \u043a\u043b\u0438\u043a\u043d\u0438\u0442\u0435 \u043f\u0440\u0430\u0432\u043e\u0439 \u043a\u043d\u043e\u043f\u043a\u043e\u0439 \u043c\u044b\u0448\u0438 \u043f\u043e \u043d\u0443\u0436\u043d\u043e\u043c\u0443 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0443 \u043d\u0430 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0435 \u2192 Inspect. \u0412 \u043f\u0430\u043d\u0435\u043b\u0438 Elements \u043f\u043e\u0434\u0441\u0432\u0435\u0442\u0438\u0442\u0441\u044f \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0439 \u0442\u0435\u0433. \u0417\u0430\u0442\u0435\u043c \u043f\u0440\u0430\u0432\u0430\u044f \u043a\u043d\u043e\u043f\u043a\u0430 \u043f\u043e \u0442\u0435\u0433\u0443 \u2192 Copy \u2192 Copy Selector. \u0411\u0440\u0430\u0443\u0437\u0435\u0440 \u0441\u043a\u043e\u043f\u0438\u0440\u0443\u0435\u0442 \u0433\u043e\u0442\u043e\u0432\u044b\u0439 CSS-\u0441\u0435\u043b\u0435\u043a\u0442\u043e\u0440, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0432\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0432 soup.select() \u0432 BeautifulSoup \u0438\u043b\u0438 \u0432 response.css() \u0432 Scrapy.\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u0417\u0430\u043a\u043e\u043d\u0435\u043d \u043b\u0438 \u043f\u0430\u0440\u0441\u0438\u043d\u0433 \u0441\u0430\u0439\u0442\u043e\u0432?\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u041f\u0430\u0440\u0441\u0438\u043d\u0433 \u043f\u0443\u0431\u043b\u0438\u0447\u043d\u043e \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u2014 \u0446\u0435\u043d, \u0441\u0442\u0430\u0442\u0435\u0439, \u0440\u0430\u0441\u043f\u0438\u0441\u0430\u043d\u0438\u0439 \u2014 \u0437\u0430\u043a\u043e\u043d\u0435\u043d. \u0417\u0430\u043f\u0440\u0435\u0449\u0435\u043d\u043e \u0441\u043e\u0431\u0438\u0440\u0430\u0442\u044c \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u0438 \u043e\u0431\u0445\u043e\u0434\u0438\u0442\u044c \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043c\u0435\u0440\u044b \u0437\u0430\u0449\u0438\u0442\u044b \u0437\u0430\u043a\u0440\u044b\u0442\u044b\u0445 \u0440\u0430\u0437\u0434\u0435\u043b\u043e\u0432. \u041f\u0435\u0440\u0435\u0434 \u0437\u0430\u043f\u0443\u0441\u043a\u043e\u043c \u0432\u0441\u0435\u0433\u0434\u0430 \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0439\u0442\u0435 robots.txt \u0446\u0435\u043b\u0435\u0432\u043e\u0433\u043e \u0441\u0430\u0439\u0442\u0430: \u0442\u0430\u043c \u0443\u043a\u0430\u0437\u0430\u043d\u043e, \u043a\u0430\u043a\u0438\u0435 \u0440\u0430\u0437\u0434\u0435\u043b\u044b \u0437\u0430\u043a\u0440\u044b\u0442\u044b \u0434\u043b\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432.\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u041a\u0430\u043a \u043e\u0431\u043e\u0439\u0442\u0438 \u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u043a\u0443 IP \u043f\u0440\u0438 \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0435?\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u0440\u043e\u0442\u0430\u0446\u0438\u044e User-Agent, \u043f\u0440\u043e\u043a\u0441\u0438-\u0441\u0435\u0440\u0432\u0435\u0440\u044b \u0434\u043b\u044f \u0441\u043c\u0435\u043d\u044b IP-\u0430\u0434\u0440\u0435\u0441\u0430 \u0438 \u0440\u0430\u043d\u0434\u043e\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u0438: time.sleep(random.uniform(1, 3)). \u0413\u043b\u0430\u0432\u043d\u044b\u0439 \u043f\u0440\u0438\u043d\u0446\u0438\u043f \u2014 \u043d\u0435 \u0447\u0430\u0441\u0442\u0438\u0442\u0435: 1\u20133 \u0441\u0435\u043a\u0443\u043d\u0434\u044b \u043c\u0435\u0436\u0434\u0443 \u0437\u0430\u043f\u0440\u043e\u0441\u0430\u043c\u0438 \u043f\u043e\u043a\u0440\u044b\u0432\u0430\u044e\u0442 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0441\u0430\u0439\u0442\u043e\u0432. \u0415\u0441\u043b\u0438 \u0440\u0435\u0441\u0443\u0440\u0441 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 API \u2014 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u0435\u0433\u043e: \u044d\u0442\u043e \u0431\u044b\u0441\u0442\u0440\u0435\u0435, \u043d\u0430\u0434\u0451\u0436\u043d\u0435\u0435 \u0438 \u044d\u0442\u0438\u0447\u043d\u0435\u0435 \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430.\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u0427\u0435\u043c Playwright \u043b\u0443\u0447\u0448\u0435 Selenium?\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"Playwright \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u0437\u0430 \u0441\u0447\u0451\u0442 \u043d\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e async\/await (\u0430\u0441\u0438\u043d\u0445\u0440\u043e\u043d\u043d\u043e\u0433\u043e API), \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0442\u0440\u0438 \u0434\u0432\u0438\u0436\u043a\u0430 \u2014 Chromium, Firefox, WebKit \u2014 \u0438 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u043c\u0435\u043d\u044c\u0448\u0435 \u043a\u043e\u0434\u0430 \u0434\u043b\u044f \u0442\u0438\u043f\u043e\u0432\u044b\u0445 \u0437\u0430\u0434\u0430\u0447 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0431\u0440\u0430\u0443\u0437\u0435\u0440\u0430. Selenium \u0437\u0440\u0435\u043b\u0435\u0435 \u0438 \u0438\u043c\u0435\u0435\u0442 \u0431\u043e\u043b\u044c\u0448\u0443\u044e \u044d\u043a\u043e\u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0433\u043e\u0442\u043e\u0432\u044b\u0445 \u0440\u0435\u0448\u0435\u043d\u0438\u0439, \u0447\u0442\u043e \u043e\u0431\u043b\u0435\u0433\u0447\u0430\u0435\u0442 \u043f\u043e\u0438\u0441\u043a \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u043f\u0440\u0438 \u043d\u0435\u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u044b\u0445 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430\u0445.\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u041a\u0430\u043a \u043d\u0430\u043f\u0438\u0441\u0430\u0442\u044c \u043f\u0435\u0440\u0432\u044b\u0439 \u043f\u0430\u0440\u0441\u0435\u0440 \u043d\u0430 Python \u0441 \u043d\u0443\u043b\u044f, \u0435\u0441\u043b\u0438 \u043d\u0435\u0442 \u043e\u043f\u044b\u0442\u0430?\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u041d\u0430\u0447\u043d\u0438\u0442\u0435 \u0441 \u043e\u0441\u043d\u043e\u0432 \u044f\u0437\u044b\u043a\u0430: \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435, \u0444\u0443\u043d\u043a\u0446\u0438\u0438, \u0440\u0430\u0431\u043e\u0442\u0430 \u0441 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430\u043c\u0438. \u0417\u0430\u0442\u0435\u043c \u2014 \u043f\u044f\u0442\u044c \u0448\u0430\u0433\u043e\u0432 \u0438\u0437 \u044d\u0442\u043e\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0438: \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0435 Python \u0438 venv, \u0434\u043e\u0431\u0430\u0432\u044c\u0442\u0435 Requests \u0438 BeautifulSoup, \u043d\u0430\u043f\u0438\u0448\u0438\u0442\u0435 \u0437\u0430\u043f\u0440\u043e\u0441, \u0440\u0430\u0437\u0431\u0435\u0440\u0438\u0442\u0435 HTML, \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0432 JSON.<span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span>\"\n      }\n    }\n  ]\n}\n<\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p class=\"singleBlog__desc\">\u041f\u0430\u0440\u0441\u0435\u0440 \u043d\u0430 Python \u2014 \u044d\u0442\u043e \u0441\u043a\u0440\u0438\u043f\u0442, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u0435\u0442 \u0434\u0430\u043d\u043d\u044b\u0435 \u0441 \u0441\u0430\u0439\u0442\u043e\u0432: \u0446\u0435\u043d\u044b, \u043a\u0443\u0440\u0441\u044b \u0432\u0430\u043b\u044e\u0442, \u043a\u043e\u043d\u0442\u0430\u043a\u0442\u044b, \u0440\u0430\u0441\u043f\u0438\u0441\u0430\u043d\u0438\u044f. \u0414\u043b\u044f \u0441\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0442\u0440\u0430\u043d\u0438\u0446 \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0434\u0432\u0443\u0445 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a \u2014 Requests \u0438 BeautifulSoup (bs4) \u2014 \u043f\u0435\u0440\u0432\u044b\u0439 \u0440\u0430\u0431\u043e\u0447\u0438\u0439 \u0441\u043a\u0440\u0438\u043f\u0442 \u043f\u0438\u0448\u0435\u0442\u0441\u044f \u0437\u0430 15 \u043c\u0438\u043d\u0443\u0442. \u0414\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 JavaScript \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0430\u044e\u0442 Selenium WebDriver. \u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u2014 6 \u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0448\u0430\u0433\u043e\u0432, \u0433\u043e\u0442\u043e\u0432\u044b\u0439 \u043a\u0435\u0439\u0441 \u043f\u0430\u0440\u0441\u0435\u0440\u0430 \u043f\u043e\u0433\u043e\u0434\u044b \u0438 \u0441\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u0442\u0430\u0431\u043b\u0438\u0446\u0430 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432. \u0412\u0441\u0435 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 \u0431\u0435\u0441\u043f\u043b\u0430\u0442\u043d\u044b, Python 3.11+ \u0443\u0441\u0442\u0430\u043d\u0430\u0432\u043b\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u0437\u0430 \u043f\u0430\u0440\u0443 \u043c\u0438\u043d\u0443\u0442.<\/p>\n","protected":false},"author":1,"featured_media":2525,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_mi_skip_tracking":false,"cta-position":"main","cta-status":false,"cta-priority":50,"cta-tags":"","id-post-1":0,"id-post-2":0,"id-post-3":0,"footnotes":""},"categories":[15],"tags":[],"class_list":["post-2526","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 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