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exc-crawler.py
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from selenium import webdriver
from selenium.webdriver.common.keys import Keys
from selenium.webdriver.common.action_chains import ActionChains
from bs4 import BeautifulSoup
import pandas as pd
import time
import random
driver = webdriver.Firefox()
driver.get("https://www.flipkart.com/")
products = []
prices = []
ratings = []
details = []
reviews = []
rams = []
roms = []
displays = []
cameraQ = []
probs = []
element_temp = driver.find_element_by_class_name('_2KpZ6l')
action = ActionChains(driver)
action.click(on_element = element_temp)
action.perform()
element = driver.find_element_by_class_name('_3704LK')
action = webdriver.ActionChains(driver)
#search_str = input('Enter item to search')
element.send_keys('phone')
#element.send_keys(Keys.DOWN)
element.send_keys(Keys.ENTER)
#time delay to allow the required new page to load
time.sleep(5)
element_popular = driver.find_element_by_class_name('_10UF8M')
action = ActionChains(driver)
action.click(on_element = element_popular)
action.perform()
for i in range(0,840, 24):
time.sleep(5)
content = driver.page_source
soup = BeautifulSoup(content, features = 'html.parser')
for a in soup.find_all('a', href = True, attrs = {'class':'_1fQZEK'}):
name = a.find('div', attrs ={'class':'_4rR01T'})
print(name.text)
namestr = name.text
if "Guru" in namestr :
products.append(name.text.split('(')[0])
prices.append('0')
ratings.append('0')
reviews.append('0')
displays.append('0')
cameraQ.append('0')
probs.append(-1)
roms.append('0')
rams.append('0')
elif "Lava" in namestr :
products.append(name.text.split('(')[0])
prices.append('0')
ratings.append('0')
reviews.append('0')
displays.append('0')
cameraQ.append('0')
probs.append(-1)
roms.append('0')
rams.append('0')
elif "Nokia" in namestr :
products.append(name.text.split('(')[0])
prices.append('0')
ratings.append('0')
reviews.append('0')
displays.append('0')
cameraQ.append('0')
probs.append(-1)
roms.append('0')
rams.append('0')
elif "Kechaoda" in namestr :
products.append(name.text.split('(')[0])
prices.append('0')
ratings.append('0')
reviews.append('0')
displays.append('0')
cameraQ.append('0')
probs.append(-1)
roms.append('0')
rams.append('0')
elif "Chilli" in namestr :
products.append(name.text.split('(')[0])
prices.append('0')
ratings.append('0')
reviews.append('0')
displays.append('0')
cameraQ.append('0')
probs.append(-1)
roms.append('0')
rams.append('0')
elif "Easyfone" in namestr :
products.append(name.text.split('(')[0])
prices.append('0')
ratings.append('0')
reviews.append('0')
displays.append('0')
cameraQ.append('0')
probs.append(-1)
roms.append('0')
rams.append('0')
elif "Eco" in namestr :
products.append(name.text.split('(')[0])
prices.append('0')
ratings.append('0')
reviews.append('0')
displays.append('0')
cameraQ.append('0')
probs.append(-1)
roms.append('0')
rams.append('0')
elif "JIVI" in namestr :
products.append(name.text.split('(')[0])
prices.append('0')
ratings.append('0')
reviews.append('0')
displays.append('0')
cameraQ.append('0')
probs.append(-1)
roms.append('0')
rams.append('0')
else:
price = a.find('div', attrs ={'class':'_30jeq3'})
rating = a.find('div', attrs ={'class' : '_3LWZlK'})
review = a.find('span', attrs = {'class' : '_2_R_DZ'})
details = a.find_all('li', attrs = { 'class' : 'rgWa7D'})
memory = details[0]
if(memory.text.split()[2] != 'RAM'):
rams.append('')
roms.append(memory.text.split()[0])
elif memory.text.split()[1] != 'GB':
rams.append(float(memory.text.split()[0])/1000)
roms.append(float(memory.text.split()[4])/1000)
else:
rams.append(memory.text.split()[0])
roms.append(memory.text.split()[4])
display = details[1]
camera = details[2]
if i <120 :
prob = random.uniform(0.80,1)
elif i >=120 and i < 360:
prob = random.uniform(0.60, 0.85)
elif i >= 360 and i < 576:
prob = random.uniform(0.55, 0.75)
elif i >= 576 and i < 696:
prob = random.uniform(0.40, 0.65)
else:
prob = random.uniform(0, 0.50)
products.append(name.text.split('(')[0])
prices.append((price.text)[1:])
if(not rating):
ratings.append('0')
else:
ratings.append(rating.text)
if(not review):
reviews.append('0')
else:
reviews.append(review.text.split()[0])
displays.append(display.text.split()[0])
cameraQ.append((camera.text.split()[0])[:2])
probs.append(prob)
element_scroll = driver.find_element_by_tag_name('html')
time.sleep(3)
for _ in range(9):
print("in loop")
element_scroll.send_keys(Keys.PAGE_DOWN)
time.sleep(1)
for _ in range(4):
element_scroll.send_keys(Keys.DOWN)
element_scroll.send_keys(Keys.DOWN)
time.sleep(3)
element_next = driver.find_element_by_link_text('NEXT')
action = ActionChains(driver)
action.click(on_element = element_next)
action.perform()
#print('prod:', products)
df = pd.DataFrame({'Product name' : products, 'Price' : prices, 'Ratings' : ratings,
'No of Ratings' : reviews, 'RAM' : rams, 'ROM' : roms, 'Display(cm)' : displays,
'cameraQ(MP)' : cameraQ, 'Label' : probs})
df.to_csv('prod_phone.csv', index = False, encoding = 'utf-8')
print('File saved!')