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courses.py
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from selenium import webdriver
from selenium.webdriver.common.by import By
from selenium.webdriver.chrome.service import Service
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.chrome.options import Options
"""
Example code :
python_scraper = Courses("python",5)
print(python_scraper.scrape_all())
"""
class Courses:
def __init__(self, keyword, page_count):
self.keyword = keyword
self.page_count = page_count
def __scrape_page(self):
chromedriver_path = ''
options = Options()
options.add_argument("--headless")
driver = webdriver.Chrome(service=Service(
chromedriver_path), options=options)
wait = WebDriverWait(driver, 100)
driver.get('https://www.coursera.org/search?query=' + self.keyword)
return wait, driver
def scrape_all(self):
wait, driver = self.__scrape_page()
courses_data = []
try:
j = 0
for i in range(self.page_count):
courses = wait.until(EC.visibility_of_all_elements_located(
(By.CSS_SELECTOR, 'main ul>li')))
for course in courses:
title = driver.execute_script(
'return arguments[0].querySelector("h3")?.innerText', course)
description = driver.execute_script(
'return arguments[0].querySelector("p>span")?.innerText', course)
review = driver.execute_script(
'return arguments[0].querySelector("div:has(>svg)")?.innerText.replace("\\n\\n","⭐")', course)
url = driver.execute_script(
'return String(arguments[0].querySelector("a")?.href)', course)
data = {"id": j, "title": title,
"description": description, "review": review, "url": url}
courses_data += [data]
j += 1
next_btn = driver.find_element(
By.CSS_SELECTOR, 'button[aria-label="Next Page"]')
if 'disabled' in next_btn.get_attribute('class'):
print('There are no more pages')
break
else:
next_btn.click()
return {
"data": courses_data,
"message": f"Course Titles for {self.keyword}"
}
except:
return {
"data": None,
"message": f"No courses found for {self.keyword}"
}
def course_titles(self):
wait, driver = self.__scrape_page()
titles = []
try:
for i in range(self.page_count):
courses = wait.until(EC.visibility_of_all_elements_located(
(By.CSS_SELECTOR, 'main ul>li')))
titles.extend([driver.execute_script(
'return arguments[0].querySelector("h3")?.innerText', course) for course in courses])
next_btn = driver.find_element(
By.CSS_SELECTOR, 'button[aria-label="Next Page"]')
if 'disabled' in next_btn.get_attribute('class'):
print('There are no more pages')
break
else:
next_btn.click()
return {
"data": titles,
"message": f"Course Titles for {self.keyword}"
}
except:
return {
"data": None,
"message": f"No courses found for {self.keyword}"
}
def course_description(self):
wait, driver = self.__scrape_page()
descriptions = []
try:
for i in range(self.page_count):
courses = wait.until(EC.visibility_of_all_elements_located(
(By.CSS_SELECTOR, 'main ul>li')))
descriptions.extend([driver.execute_script(
'return arguments[0].querySelector("p>span")?.innerText', course) for course in courses])
next_btn = driver.find_element(
By.CSS_SELECTOR, 'button[aria-label="Next Page"]')
if 'disabled' in next_btn.get_attribute('class'):
print('There are no more pages')
break
else:
next_btn.click()
return {
"data": descriptions,
"message": f"Course Titles for {self.keyword}"
}
except:
return {
"data": None,
"message": f"No courses found for {self.keyword}"
}
def course_reviews(self):
wait, driver = self.__scrape_page()
reviews = []
try:
for i in range(self.page_count):
courses = wait.until(EC.visibility_of_all_elements_located(
(By.CSS_SELECTOR, 'main ul>li')))
reviews.extend([driver.execute_script(
'return arguments[0].querySelector("div:has(>svg)")?.innerText.replace("\\n\\n","⭐")', course) for course in courses])
next_btn = driver.find_element(
By.CSS_SELECTOR, 'button[aria-label="Next Page"]')
if 'disabled' in next_btn.get_attribute('class'):
print('There are no more pages')
break
else:
next_btn.click()
return {
"data": reviews,
"message": f"Course Titles for {self.keyword}"
}
except:
return {
"data": None,
"message": f"No courses found for {self.keyword}"
}
def course_urls(self):
wait, driver = self.__scrape_page()
urls = []
try:
for i in range(self.page_count):
courses = wait.until(EC.visibility_of_all_elements_located(
(By.CSS_SELECTOR, 'main ul>li')))
urls.extend([driver.execute_script(
'return String(arguments[0].querySelector("a")?.href)', course) for course in courses])
next_btn = driver.find_element(
By.CSS_SELECTOR, 'button[aria-label="Next Page"]')
if 'disabled' in next_btn.get_attribute('class'):
print('There are no more pages')
break
else:
next_btn.click()
return {
"data": urls,
"message": f"Course Titles for {self.keyword}"
}
except:
return {
"data": None,
"message": f"No courses found for {self.keyword}"
}
python_scraper = Courses("python", 5)
print(python_scraper.scrape_all())