-
Notifications
You must be signed in to change notification settings - Fork 13
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
1 parent
3e28971
commit 453ff21
Showing
1 changed file
with
57 additions
and
48 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,67 +1,76 @@ | ||
from bs4 import BeautifulSoup | ||
import sqlite3 | ||
from bs4 import BeautifulSoup | ||
from selenium import webdriver | ||
from selenium.webdriver.chrome.service import Service | ||
from webdriver_manager.chrome import ChromeDriverManager | ||
|
||
conn = sqlite3.connect("Courses.db") | ||
class CourseScraper: | ||
def __init__(self, db_name): | ||
# Initialize SQLite database connection | ||
self.conn = sqlite3.connect(db_name) | ||
self.cur = self.conn.cursor() | ||
self.create_courses_table() | ||
|
||
cur = conn.cursor() | ||
cur.execute(''' | ||
CREATE TABLE IF NOT EXISTS COURSES ( | ||
def create_courses_table(self): | ||
# Create the 'COURSES' table if it doesn't exist | ||
self.cur.execute(''' | ||
CREATE TABLE IF NOT EXISTS COURSES ( | ||
NAME text, | ||
RATING text, | ||
INTERESTED text, | ||
PRICE text | ||
) | ||
''') | ||
conn.commit() | ||
''') | ||
self.conn.commit() | ||
|
||
def insert_data(data): | ||
try: | ||
cur.executemany("INSERT INTO COURSES VALUES (?, ?, ?, ?)", data) | ||
conn.commit() | ||
print("Data successfully inserted.") | ||
except sqlite3.Error as e: | ||
print(f"An error occurred: {e}") | ||
def get_course_data(course_section): | ||
courses = [] | ||
for item in course_section.find_all("a", class_="ui card courseListingPage_courseCardContainer__lLZiS"): | ||
course_name = item.find("h4", class_="ui left aligned header courseListingPage_myAuto__i6GdI sofia-pro course_heading").text | ||
course_rating = item.find("span", class_="urw-din") | ||
course_rating = "Information not available" if course_rating is None else course_rating.text | ||
course_interested = item.find("div", class_="courseListingPage_descriptionText__zN_K1 sofia-pro g-opacity-50 g-mb-0 grid_with__meta").text.split(" ")[0] | ||
course_price = item.find("p", class_="sofia-pro g-mb-0 courseListingPage_batchFee__0NlbJ") | ||
course_price = "0" if course_price is None else course_price.text | ||
def insert_data(self, data): | ||
try: | ||
self.cur.executemany("INSERT INTO COURSES VALUES (?, ?, ?, ?)", data) | ||
self.conn.commit() | ||
print("Data successfully inserted.") | ||
except sqlite3.Error as e: | ||
print(f"An error occurred: {e}") | ||
|
||
courses.append(( | ||
course_name, | ||
course_rating, | ||
course_interested, | ||
course_price | ||
)) | ||
def get_course_data(self, course_section): | ||
courses = [] | ||
for item in course_section.find_all("a", class_="ui card courseListingPage_courseCardContainer__lLZiS"): | ||
course_name = item.find("h4", class_="ui left aligned header courseListingPage_myAuto__i6GdI sofia-pro course_heading").text | ||
course_rating = item.find("span", class_="urw-din") | ||
course_rating = "Information not available" if course_rating is None else course_rating.text | ||
course_interested = item.find("div", class_="courseListingPage_descriptionText__zN_K1 sofia-pro g-opacity-50 g-mb-0 grid_with__meta").text.split(" ")[0] | ||
course_price = item.find("p", class_="sofia-pro g-mb-0 courseListingPage_batchFee__0NlbJ") | ||
course_price = "0" if course_price is None else course_price.text | ||
|
||
return courses | ||
courses.append(( | ||
course_name, | ||
course_rating, | ||
course_interested, | ||
course_price | ||
)) | ||
|
||
def scrape_geeksforgeeks(): | ||
url = "https://practice.geeksforgeeks.org/courses?utm_source=geeksforgeeks&utm_medium=main_header&utm_campaign=courses" | ||
return courses | ||
|
||
service = Service(ChromeDriverManager().install()) | ||
driver = webdriver.Chrome(service=service) | ||
driver.get(url) | ||
html = driver.page_source | ||
soup = BeautifulSoup(html, "html.parser") | ||
def scrape_geeksforgeeks(self, url): | ||
# Initialize ChromeDriver and scrape the course data | ||
service = webdriver.chrome.service.Service(ChromeDriverManager().install()) | ||
driver = webdriver.Chrome(service=service) | ||
driver.get(url) | ||
html = driver.page_source | ||
soup = BeautifulSoup(html, "html.parser") | ||
|
||
popular_courses = soup.find("div", class_="ui cards courseListingPage_cardLayout__multW courseListingPage_toggleCourseCards__pWBVA") | ||
other_courses = soup.find_all("div", class_="ui cards courseListingPage_cardLayout__multW courseListingPage_courseCardsGrid__VYBzZ") | ||
all_courses_data = get_course_data(popular_courses) | ||
for course in other_courses: | ||
course_data = get_course_data(course) | ||
all_courses_data.extend(course_data) | ||
driver.quit() | ||
return all_courses_data | ||
popular_courses = soup.find("div", class_="ui cards courseListingPage_cardLayout__multW courseListingPage_toggleCourseCards__pWBVA") | ||
other_courses = soup.find_all("div", class_="ui cards courseListingPage_cardLayout__multW courseListingPage_courseCardsGrid__VYBzZ") | ||
all_courses_data = self.get_course_data(popular_courses) | ||
for course in other_courses: | ||
course_data = self.get_course_data(course) | ||
all_courses_data.extend(course_data) | ||
driver.quit() | ||
return all_courses_data | ||
|
||
if __name__ == '__main__': | ||
data = scrape_geeksforgeeks() | ||
db_name = "Courses.db" | ||
url = "https://practice.geeksforgeeks.org/courses?utm_source=geeksforgeeks&utm_medium=main_header&utm_campaign=courses" | ||
|
||
scraper = CourseScraper(db_name) | ||
data = scraper.scrape_geeksforgeeks(url) | ||
print("Data to be inserted:", data) | ||
insert_data(data) | ||
scraper.insert_data(data) |