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Merge pull request #933 from PlanetDestroyyer/ambitionbox
able tò scape Ambitionbox website and get compaines with there ratings
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Original file line number | Diff line number | Diff line change |
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import requests | ||
from bs4 import BeautifulSoup | ||
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class Comapiens: | ||
def __init__(self,num_pages: int=1): | ||
self.num_pages = num_pages | ||
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def write_sorted_list(self, file, company_list): | ||
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company_list.sort(key=lambda x: x[1], reverse=True) | ||
for company_name, rating in company_list: | ||
file.write(f"{company_name.strip()} {rating}\n") | ||
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def scrape_companies(self): | ||
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headers = { | ||
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3987.163 Safari/537.36" | ||
} | ||
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for page in range(1, self.num_pages + 1): | ||
print(f"Scraping webpage number: {page} of {self.num_pages}") | ||
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url = f"https://www.ambitionbox.com/list-of-companies?page={page}" | ||
response = requests.get(url, headers=headers) | ||
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if response.status_code == 200: | ||
soup = BeautifulSoup(response.text, 'lxml') | ||
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companies = soup.find_all('div', class_="companyCardWrapper") | ||
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company_ratings = [] | ||
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for company in companies: | ||
company_name = company.find('h2', class_="companyCardWrapper__companyName").text.strip() | ||
company_star = company.find('span', class_="companyCardWrapper__companyRatingValue") | ||
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if company_name and company_star: | ||
try: | ||
rating = float(company_star.text) | ||
company_ratings.append((company_name, rating)) | ||
except ValueError: | ||
print(f"Error parsing rating for company: {company_name}") | ||
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with open("src/scrape_up/ambitionBox/company_ratings.txt", "a") as f: | ||
f.write(f"\nPAGE: {url}\n") | ||
f.write("COMPANY UNDER 5 STAR\n") | ||
self.write_sorted_list(f, [r for r in company_ratings if 4 < r[1] <= 5]) | ||
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f.write("\nCOMPANY UNDER 4 STAR\n") | ||
self.write_sorted_list(f, [r for r in company_ratings if 3 < r[1] <= 4]) | ||
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# Corrected indentation for following lines | ||
f.write("\nCOMPANY UNDER 3 STAR\n") | ||
self.write_sorted_list(f, [r for r in company_ratings if 2 < r[1] <= 3]) | ||
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f.write("\nCOMPANY UNDER 2 STAR\n") | ||
self.write_sorted_list(f, [r for r in company_ratings if 1 < r[1] <= 2]) | ||
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f.write("\nCOMPANY UNDER 1 STAR\n") | ||
self.write_sorted_list(f, [r for r in company_ratings if 0 < r[1] <= 1]) | ||
else: | ||
print(f"Error scraping page {page}: {response.status_code}") | ||
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if __name__ == "__main__": | ||
c = Comapiens(10) | ||
c.scrape_companies() |
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