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Web Scraping & Bots · 강의

브라우저 상호 작용 자동화

클릭, 스크롤, 양식 제출 및 요소 로딩 대기와 같은 사용자 동작을 프로그래밍 방식으로 모방합니다.

브라우저 상호 작용 자동화은(는) CoddyKit의 무료 Web Scraping & Bots 강의입니다. 이것은 4개 중 2번째 강의입니다. 아래에서 전체 강의를 무료로 읽을 수 있으며, 내장 코드 에디터와 24/7 AI 튜터와 함께 브라우저에서 직접 실습할 수 있습니다. 이 강의는 Web Scraping & Bots 학습 경로의 일부이며, 진행 상황이 웹과 CoddyKit 앱에 동기화됩니다. Web Scraping & Bots 강의에는 총 4개의 강의가 포함되어 있습니다.

이 강의의 일부는 아직 번역되지 않았으며 영어로 표시됩니다.

Automate Browser Actions

In the previous lesson, we introduced Selenium for handling dynamic web content. Now, let's learn how to make our bots interact with web pages!

We'll simulate real user actions like clicking buttons, typing into forms, and scrolling, making our scrapers much more powerful.

Locate Elements First

Before you can interact with an element (like a button or a text box), you need to find it on the page. Selenium provides several ways to do this.

You'll use methods like find_element(By.ID, "some_id") or find_element(By.CLASS_NAME, "some_class") to pinpoint your target.

  • By.ID: Unique ID attribute.
  • By.NAME: Name attribute.
  • By.CLASS_NAME: CSS class.
  • By.XPATH: Powerful path expressions.
  • By.CSS_SELECTOR: CSS selector syntax.

Making a Click

The most common interaction is clicking. Whether it's a button, a link, or a checkbox, the .click() method does the job.

After finding an element, just call .click() on it. This simulates a user's mouse click.

Try clicking a fictitious button:

from selenium import webdriver
from selenium.webdriver.common.by import By
import time

def main():
    driver = webdriver.Chrome() # Or Firefox, Edge, etc.
    driver.get("https://www.example.com")
    try:
        # Imagine a button with ID 'myButton'.
        # On example.com, we can click the 'More information...' link.
        more_info_link = driver.find_element(By.LINK_TEXT, "More information...")
        more_info_link.click()
        print("Clicked 'More information...' link.")
        time.sleep(2) # To see the new page
    finally:
        driver.quit()

if __name__ == "__main__":
    main()

Entering Text

To fill out forms or search bars, you use the .send_keys() method. This simulates typing text into an input field.

You can also send special keys like Keys.ENTER, Keys.TAB, etc., from selenium.webdriver.common.keys.

Let's type into a search box:

from selenium import webdriver
from selenium.webdriver.common.by import By
import time

def main():
    driver = webdriver.Chrome()
    driver.get("https://www.google.com") # Using google for a search box
    try:
        search_box = driver.find_element(By.NAME, "q")
        search_box.send_keys("CoddyKit Selenium")
        time.sleep(2) # See the typed text
    finally:
        driver.quit()

if __name__ == "__main__":
    main()

Sending Form Data

After filling out a form, you often need to submit it. You can do this in a couple of ways:

  • Click the submit button: submit_button.click()
  • Call .submit() on any input element within the form: input_field.submit()

The .submit() method is convenient as it doesn't require finding the specific submit button.

Example of submitting a form (after typing):

from selenium import webdriver
from selenium.webdriver.common.by import By
import time

def main():
    driver = webdriver.Chrome()
    driver.get("https://www.google.com")
    try:
        search_box = driver.find_element(By.NAME, "q")
        search_box.send_keys("Selenium forms")
        search_box.submit() # Submits the form containing this element
        time.sleep(3) # Observe search results
    finally:
        driver.quit()

if __name__ == "__main__":
    main()

Why We Need to Wait

Web pages often load content dynamically using JavaScript. This means elements might not be immediately available when Selenium tries to find them.

If your script tries to interact with an element that hasn't loaded yet, it will throw an error. This is where "waits" come in!

Waits tell Selenium to pause execution until a certain condition is met or a timeout occurs.

Simple Implicit Waits

An implicit wait tells the WebDriver to poll the DOM (Document Object Model) for a certain amount of time when trying to find an element.

If the element is not immediately available, the driver will wait for the specified duration before throwing a NoSuchElementException.

It's a global setting for the entire driver session:

from selenium import webdriver
import time

def main():
    driver = webdriver.Chrome()
    # Set implicit wait for 10 seconds
    driver.implicitly_wait(10)
    try:
        driver.get("https://www.example.com")
        print("Implicit wait set for 10 seconds.")
        # Any subsequent find_element calls will wait up to 10s
        # if the element isn't immediately found.
        time.sleep(2) # Just to show the wait is active
    finally:
        driver.quit()

if __name__ == "__main__":
    main()

Precise Explicit Waits

Explicit waits are more powerful and flexible. They allow you to define a specific condition to wait for, rather than a fixed time.

You use WebDriverWait in combination with expected_conditions (often imported as EC) to specify what you're waiting for. This is best for specific elements and dynamic content.

Here's how to wait for a (fictional) element with ID 'dynamicDiv' to be visible:

from selenium import webdriver
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
import time

def main():
    driver = webdriver.Chrome()
    driver.get("https://www.example.com")
    try:
        print("Waiting for an element to be visible...")
        # WebDriverWait waits up to 10 seconds
        # for an element with ID 'dynamicDiv' to become visible.
        # This element does not exist on example.com, so it will timeout.
        # In a real app, replace with a real ID.
        element = WebDriverWait(driver, 10).until(
            EC.visibility_of_element_located((By.ID, "dynamicDiv"))
        )
        print(f"Element found: {element.text}")
    except Exception as e:
        print(f"Element not found or timed out: {e}")
    finally:
        driver.quit()

if __name__ == "__main__":
    main()

Scrolling for More Content

Some websites load content as you scroll down (infinite scroll). To access this content, your bot needs to scroll the page.

You can use JavaScript execution to scroll to a specific position or to the bottom of the page.

To scroll to the very bottom:

from selenium import webdriver
import time

def main():
    driver = webdriver.Chrome()
    driver.get("https://www.wikipedia.org") # A page that can be scrolled
    try:
        # Scroll down to the bottom of the page
        driver.execute_script("window.scrollTo(0, document.body.scrollHeight);")
        print("Scrolled to the bottom of the page.")
        time.sleep(2) # Observe the scroll
        # You can also scroll incrementally:
        # driver.execute_script("window.scrollBy(0, 500);")
    finally:
        driver.quit()

if __name__ == "__main__":
    main()

Interacting with Select Menus

HTML <select> elements (dropdown menus) require a special approach in Selenium using the Select class.

First, find the <select> element, then create a Select object, and finally use methods like select_by_visible_text(), select_by_value(), or select_by_index().

Example:

from selenium import webdriver
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import Select
import time

def main():
    driver = webdriver.Chrome()
    # For this example, we'll use a test page with a dropdown.
    # In a real scenario, you'd navigate to a specific URL.
    driver.get("https://www.selenium.dev/selenium/web/formPage.html")
    try:
        # Find the select element by its ID
        select_element = driver.find_element(By.ID, "selectMenu")
        select = Select(select_element)
        
        # Select an option by its visible text
        select.select_by_visible_text("Example select text")
        print("Selected 'Example select text' by visible text.")
        time.sleep(2)
        
        # Select an option by its value attribute
        select.select_by_value("2")
        print("Selected option with value '2'.")
        time.sleep(2)

    finally:
        driver.quit()

if __name__ == "__main__":
    main()

Test Your Knowledge

You've learned about automating various browser interactions and the crucial role of waits.

Which of the following are valid ways to interact with web elements using Selenium in Python?

Recap: Automating Interactions

Well done! You now know how to make your Selenium bots perform common user actions:

  • Finding Elements: Using various By strategies.
  • Interacting: .click() for buttons/links, .send_keys() for text input, and .submit() for forms.
  • Waiting: Essential for dynamic content, using implicitly_wait() or more precise WebDriverWait with expected_conditions.
  • Advanced: Scrolling with JavaScript and handling dropdowns with the Select class.

These skills are fundamental for building robust web automation scripts!

자주 묻는 질문

“브라우저 상호 작용 자동화” 강의는 무료인가요?

네 — “브라우저 상호 작용 자동화” 전체 내용을 이 웹사이트에서 무료로 읽을 수 있습니다. 인터랙티브하게 실습하려면(내장 코드 에디터와 24/7 AI 튜터), CoddyKit PRO로 업그레이드하면 Web Scraping & Bots 강의 전체를 잠금 해제할 수 있습니다. Web Scraping & Bots 강의에는 총 4개의 강의가 포함되어 있습니다.

“브라우저 상호 작용 자동화”에서 뭘 배우나요?

클릭, 스크롤, 양식 제출 및 요소 로딩 대기와 같은 사용자 동작을 프로그래밍 방식으로 모방합니다. 브라우저에서 직접 실행하는 실습 코드로 Web Scraping & Bots을(를) 배우며, 24/7 AI 튜터가 강의를 진행하면서 질문에 답변해줍니다.

Web Scraping & Bots을(를) 시작하는 데 경험이 필요한가요?

사전 경험은 필요하지 않습니다. CoddyKit의 Web Scraping & Bots은(는) 초급자부터 고급 학습자까지를 위해 구성되어 있으므로, 여기서 시작하거나 처음부터 시작할 수 있으며 자신의 속도대로 진행할 수 있습니다. 이것은 4개 중 2번째 강의입니다.

“브라우저 상호 작용 자동화” 강의는 얼마나 걸리나요?

대부분의 CoddyKit 강의는 약 5~10분이 소요됩니다. 각 강의는 간결하고 인터랙티브하여 꾸준한 진행이 가능하며, 웹과 앱에서 중단한 부분부터 바로 시작할 수 있습니다.

이 Web Scraping & Bots 강의에서 코드를 작성하고 실행할 수 있나요?

네. 모든 Web Scraping & Bots 강의에는 내장 코드 에디터가 포함되어 있으므로, 브라우저에서 바로 실제 코드를 작성하고 실행한 후 즉시 AI 피드백을 받을 수 있습니다 — 로컬 설정이 필요 없습니다.

이 강의의 모든 강의

  1. Selenium 입문
  2. 브라우저 상호 작용 자동화
  3. JavaScript에서 데이터 추출
  4. 동적 페이지 대기 전략
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