{"id":26182588,"url":"https://github.com/hansalemaos/cythonselenium","last_synced_at":"2025-10-27T09:07:40.736Z","repository":{"id":277775870,"uuid":"933466041","full_name":"hansalemaos/cythonselenium","owner":"hansalemaos","description":"Web Scraping with Selenium / SeleniumBase / Undetected Chromedriver and Cython+Pandas","archived":false,"fork":false,"pushed_at":"2025-02-16T22:30:59.000Z","size":36,"stargazers_count":5,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-14T23:15:33.089Z","etag":null,"topics":["cython","pandas","selenium","seleniumbase","webscraping"],"latest_commit_sha":null,"homepage":"https://pypi.org/project/cythonselenium/","language":"Cython","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hansalemaos.png","metadata":{"files":{"readme":"README.MD","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2025-02-16T02:45:58.000Z","updated_at":"2025-03-25T00:57:17.000Z","dependencies_parsed_at":null,"dependency_job_id":"b791e88f-cbd8-4805-93f4-f6d62b60d2d9","html_url":"https://github.com/hansalemaos/cythonselenium","commit_stats":null,"previous_names":["hansalemaos/cythonselenium"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hansalemaos%2Fcythonselenium","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hansalemaos%2Fcythonselenium/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hansalemaos%2Fcythonselenium/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hansalemaos%2Fcythonselenium/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hansalemaos","download_url":"https://codeload.github.com/hansalemaos/cythonselenium/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248975329,"owners_count":21192210,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["cython","pandas","selenium","seleniumbase","webscraping"],"created_at":"2025-03-11T22:23:00.984Z","updated_at":"2025-10-27T09:07:35.683Z","avatar_url":"https://github.com/hansalemaos.png","language":"Cython","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Fast Web Scraping with Python and Selenium / SeleniumBase / Undetected Chromedriver\n\n## `pip install cythonselenium`\n\n### Cython and a C/C++ compiler must be installed! The module will be compiled the first time you import it!\n\n- Provides a structured DataFrame format for web elements, simplifying data manipulation.\n- Seamlessly integrates with Selenium / SeleniumBase WebDriver for robust browser interactions.\n- Capable of handling dynamic content and content within iframes, crucial for modern web applications.\n- Enables execution of JavaScript functions directly on web elements.\n- Offers customizable CSS selectors, waiting conditions, and method attachments for flexible web scraping.\n- Incorporates explicit waits to enhance the reliability of web interactions.\n- Supports repeat queries for dealing with asynchronously loaded content.\n- Automatically switches to the correct frame before performing actions like clicking, ensuring seamless interaction with elements across multiple frames.\n- Retrieves all elements in a single request to optimize performance and reduce the load on the web server.\n\n\n```py\n\n# Attributes:\n# driver (WebDriver): The Selenium WebDriver instance used to control the browser.\n# By (By): Selenium By class used to locate elements on a web page.\n# WebDriverWait (WebDriverWait): Selenium WebDriverWait class used for implementing explicit waits.\n# expected_conditions (expected_conditions): Module in Selenium used to set expected conditions for explicit waits.\n# queryselector (str): CSS selector used to query and return elements from the DOM. Defaults to '*' which selects all elements.\n# repeat_until_element_in_columns (optional): Specific element to be checked for its presence in the dataframe columns before stopping the query. Useful for waiting on AJAX or dynamically loaded content.\n# max_repeats (int): Maximum number of iterations to perform when checking for the presence of 'repeat_until_element_in_columns'. Defaults to 1.\n# with_methods (bool): Flag to determine if JavaScript methods should be attached to the elements in the resulting dataframe. Defaults to True.\n\n# Methods:\n# __call__(queryselector=None, with_methods=None, repeat_until_element_in_columns=None, max_repeats=None, driver=None, By=None, WebDriverWait=None, expected_conditions=None):\n# Generates a dataframe of web elements based on the specified query selector. The dataframe can include methods attached to these elements if 'with_methods' is True. This method allows for overriding class attributes during its call for flexibility in querying different elements without needing to create multiple instances of the class.\n\nfrom cythonselenium import SeleniumFrame\nfrom seleniumbase import Driver\nfrom selenium.webdriver.support import expected_conditions\nfrom selenium.webdriver.support.wait import WebDriverWait\nfrom selenium.webdriver.common.by import By\nimport subprocess\nfrom time import sleep\n\n# for SeleniumBase zombie processes\nsubprocess.run(\"taskkill /IM uc_driver.exe /F\", shell=True)\nsleep(5)\n\nmax_col_width = 30\n\n\nif __name__ == \"__main__\":\n driver = Driver(uc=True)\n getframe = SeleniumFrame(\n driver=driver,\n By=By,\n WebDriverWait=WebDriverWait,\n expected_conditions=expected_conditions,\n queryselector=\"*\",\n repeat_until_element_in_columns=None,\n max_repeats=1,\n with_methods=True,\n )\n driver.get(r\"https://www.whitehouse.gov/\")\n\n df = getframe(\"*\")\n # Use https://github.com/directvt/vtm for a line break free experience\n print(df)\n\n # get only links - query selector \"a\"\n df2 = getframe(\"a\")\n\n # Selector\n df3=df2.loc[df2.aa_text=='News'] \n\n # Click on the item, without worrying about switching to the correct frame\n # JS click - always works\n df3.iloc[0].js_click()\n # Selenium Click\n df3.iloc[0].se_click()\n\n\n```\n\n## Example of a DataFrame (cropped to 50 chars)\n\n| index | element | frame | elements_in_frame | aa_relList | aa_text | aa_origin | aa_host | aa_hostname | aa_pathname | aa_hash | aa_href | aa_offsetParent | aa_offsetTop | aa_offsetLeft | aa_offsetWidth | aa_offsetHeight | aa_innerText | aa_outerText | aa_className | aa_classList | aa_innerHTML | aa_outerHTML | aa_scrollWidth | aa_scrollHeight | aa_clientWidth | aa_clientHeight | aa_nextElementSibling | aa_parentNode | aa_parentElement | aa_firstChild | aa_lastChild | aa_nextSibling | aa_textContent | aa_rel | aa_title | aa_firstElementChild | aa_lastElementChild | aa_childElementCount | aa_target | js_toString | js_attachInternals | js_blur | js_click | js_focus | js_hidePopover | js_showPopover | js_togglePopover | js_after | js_animate | js_append | js_attachShadow | js_before | js_checkVisibility | js_closest | js_computedStyleMap | js_getAnimations | js_getAttribute | js_getAttributeNS | js_getAttributeNames | js_getAttributeNode | js_getAttributeNodeNS | js_getBoundingClientRect | js_getClientRects | js_getElementsByClassName | js_getElementsByTagName | js_getElementsByTagNameNS | js_getHTML | js_hasAttribute | js_hasAttributeNS | js_hasAttributes | js_hasPointerCapture | js_insertAdjacentElement | js_insertAdjacentHTML | js_insertAdjacentText | js_matches | js_prepend | js_querySelector | js_querySelectorAll | js_releasePointerCapture | js_remove | js_removeAttribute | js_removeAttributeNS | js_removeAttributeNode | js_replaceChildren | js_replaceWith | js_requestFullscreen | js_requestPointerLock | js_scroll | js_scrollBy | js_scrollIntoView | js_scrollIntoViewIfNeeded | js_scrollTo | js_setAttribute | js_setAttributeNS | js_setAttributeNode | js_setAttributeNodeNS | js_setHTMLUnsafe | js_setPointerCapture | js_toggleAttribute | js_webkitMatchesSelector | js_webkitRequestFullScreen | js_webkitRequestFullscreen | js_appendChild | js_cloneNode | js_compareDocumentPosition | js_contains | js_getRootNode | js_hasChildNodes | js_insertBefore | js_isDefaultNamespace | js_isEqualNode | js_isSameNode | js_lookupNamespaceURI | js_lookupPrefix | js_normalize | js_removeChild | js_replaceChild | js_addEventListener | js_dispatchEvent | js_removeEventListener | js_wheel | js_change_html_value | se_send_keys | se_find_elements | se_find_element | se_is_displayed | se_is_enabled | se_is_selected | se_clear | se_click | se_switch_to_frame | se_location_once_scrolled_into_view | se_get_screenshot_as_file | se_screenshot | aa_window_handle | aa_window_switch |\n| -------------------------------------------------- | 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href=\"#wp- | 69 | 93 | 1 | 1 | [object HTMLDivElement] | [object HTMLBodyElement] | [object HTMLBodyElement] | [object Text] | [object Text] | [object HTMLDivElement] | Skip to content | \u003cNA\u003e | \u003cNA\u003e | \u003cNA\u003e | \u003cNA\u003e | \u003cNA\u003e | \u003cNA\u003e | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | None | () | C:\\Program Files\\Microsoft VS Code\\seleniumpicture | () | A9CDA196DDDB8CEBE79EAB2ECF20D18C | () |\n| 1 | \u003cseleniumbase.undetected.webelement.WebElement (se | mainframe | 35 | | News | https://www.whitehouse.gov | www.whitehouse.gov | www.whitehouse.gov | /news/ | \u003cNA\u003e | https://www.whitehouse.gov/news/ | [object HTMLDivElement] | \u003cNA\u003e | 289 | 93 | 50 | NEWS | NEWS | \u003cNA\u003e | | News | \u003ca href=\"https://www.whitehouse.gov/news/\"\u003eNews\u003c/a | 93 | 50 | 93 | 50 | \u003cNA\u003e | [object HTMLLIElement] | [object HTMLLIElement] | [object Text] | [object Text] | \u003cNA\u003e | News | \u003cNA\u003e | \u003cNA\u003e | \u003cNA\u003e | \u003cNA\u003e | \u003cNA\u003e | \u003cNA\u003e | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | None | () | C:\\Program Files\\Microsoft VS Code\\seleniumpicture | () | A9CDA196DDDB8CEBE79EAB2ECF20D18C | () |\n| 2 | \u003cseleniumbase.undetected.webelement.WebElement (se | mainframe | 35 | | Administration | https://www.whitehouse.gov | www.whitehouse.gov | www.whitehouse.gov | /administration/ | \u003cNA\u003e | https://www.whitehouse.gov/administration/ | [object HTMLDivElement] | \u003cNA\u003e | 382 | 181 | 50 | ADMINISTRATION | ADMINISTRATION | \u003cNA\u003e | | Administration | \u003ca href=\"https://www.whitehouse.gov/administration | 181 | 50 | 181 | 50 | \u003cNA\u003e | [object HTMLLIElement] | [object HTMLLIElement] | [object Text] | [object Text] | \u003cNA\u003e | Administration | \u003cNA\u003e | \u003cNA\u003e | \u003cNA\u003e | \u003cNA\u003e | \u003cNA\u003e | \u003cNA\u003e | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () 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TRUMP | THE WHITE HOUSE\\nPRESIDENT DONALD J. TRUMP | \u003cNA\u003e | | \u003cpicture\u003e\\n \u003csource type=\"image/webp\" srcset | \u003ca href=\"https://www.whitehouse.gov\" rel=\"home\" ti | 221 | 150 | 221 | 150 | \u003cNA\u003e | [object HTMLDivElement] | [object HTMLDivElement] | [object Text] | [object Text] | [object Text] | The White House\\n\\n \\n President Donald | home | The White House | [object HTMLPictureElement] | [object HTMLSpanElement] | 3 | \u003cNA\u003e | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | None | () | C:\\Program Files\\Microsoft VS Code\\seleniumpicture | () | 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\u003cNA\u003e | \u003cNA\u003e | \u003cNA\u003e | \u003cNA\u003e | \u003cNA\u003e | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | () | None | () | C:\\Program Files\\Microsoft VS Code\\seleniumpicture | () | A9CDA196DDDB8CEBE79EAB2ECF20D18C | () |\n| 7 | \u003cseleniumbase.undetected.webelement.WebElement (se | mainframe | 35 | | Issues | https://www.whitehouse.gov | www.whitehouse.gov | www.whitehouse.gov | /issues/ | \u003cNA\u003e | https://www.whitehouse.gov/issues/ | \u003cNA\u003e | \u003cNA\u003e | \u003cNA\u003e | \u003cNA\u003e | \u003cNA\u003e | Issues | Issues | \u003cNA\u003e 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