import requests
from bs4 import BeautifulSoup
import matplotlib.pyplot as plt

#Scraping LIPS site
urlName = "https://lipscosme.com/"
url = requests.get(urlName)
url.raise_for_status()
bs = BeautifulSoup(url.text, "html.parser")

url_list = []

# url_The list contains URLs for eyeshadow, foundation, lipstick, and lotion
#This time, only the eye shadow is graphed
for i in bs.select('a.ranking-products-list__more-link'):
    url_list.append(urlName + i.get('href'))
url_list.pop() #Deleted the URL of the lotion
url_list.pop() #Remove lipstick URL
url_list.pop() #Remove foundation URL

name_list = []
start_list = []
for i in url_list:
    url_temp = requests.get(i)
    url_temp.raise_for_status()
    bs_temp = BeautifulSoup(url_temp.text, "html.parser")

    for j in bs_temp.select('div.ProductListArticle'):
        for k in j.select('div.ProductListArticle__product'):
            for k2 in k.select('h2.ProductListArticle__productTitle-productName'):
                name_list.append(k2.text)
            for k3 in k.select('span.ratingStar__num'):
                start_list.append(k3.text)  

#Graph creation
#Top 10
start_list = start_list[:10]
name_list = name_list[:10]
#Reverse order to display ranking from top to bottom
start_list.reverse()
name_list.reverse()
labels = [float(i) for i in start_list] #Put a star rating on the label next to it
height = name_list #Put the name of the eyeshadow on the vertical label
fig = plt.figure()
ax = fig.add_subplot(1,1,1)
ax.barh(height,labels,height = 0.5)

plt.xticks(rotation=90)
plt.title('10 eyeshadow rankings', fontsize=15)
plt.ylabel("Cosmetic name", fontsize=15)
plt.xlabel("Star rating", fontsize=15)
plt.tick_params(labelsize=10)

plt.show()

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