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Copy pathderek_bot_2_selenium.py
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derek_bot_2_selenium.py
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import pandas as pd
import multiprocessing
from bs4 import BeautifulSoup
import requests
import time
from multiprocessing import Pool
import numpy as np
from selenium import webdriver
from selenium.webdriver.chrome.options import Options
start_time = int(time.time())
url = "https://www.kijiji.ca/b-apartments-condos/city-of-toronto/c37l1700273?ll=43.653226%2C-79.383184&parking-included=1&address=Toronto%2C+ON&radius=1.0"
def ilan_linklerini_topla(url):
chrome_options = Options()
chrome_options.add_argument("--headless")
driver = webdriver.Chrome(executable_path="./chromedriver" ,options = chrome_options)
driver.get(url)
tüm_ilanlar = list()
time.sleep(1)
try:
ilan_1 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[4]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_1)
except:
ilan_1 = None
try:
ilan_2 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[5]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_2)
except:
ilan_2 = None
try:
ilan_3 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[6]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_3)
except:
ilan_3 = None
try:
ilan_4 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[7]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_4)
except:
ilan_4 = None
try:
ilan_5 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[8]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_5)
except:
ilan_5 = None
try:
ilan_6 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[10]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_6)
except:
ilan_6 = None
try:
ilan_7 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[11]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_7)
except:
ilan_7 = None
try:
ilan_8 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[12]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_8)
except:
ilan_8 = None
try:
ilan_9 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[13]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_9)
except:
ilan_9 = None
try:
ilan_10 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[15]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_10)
except:
ilan_10 = None
try:
ilan_11 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[16]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_11)
except:
ilan_11 = None
try:
ilan_12 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[17]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_12)
except:
ilan_12 = None
try:
ilan_13 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[18]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_13)
except:
ilan_13 = None
try:
ilan_14 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[20]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_14)
except:
ilan_14 = None
try:
ilan_15 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[21]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_15)
except:
ilan_15 = None
try:
ilan_16 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[22]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_16)
except:
ilan_16 = None
try:
ilan_17 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[23]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_17)
except:
ilan_17 = None
try:
ilan_18 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[24]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_18)
except:
ilan_18 = None
try:
ilan_19 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[25]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_19)
except:
ilan_19 = None
try:
ilan_20 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[26]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_20)
except:
ilan_20 = None
try:
ilan_21 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[27]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_21)
except:
ilan_21 = None
try:
ilan_22 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[29]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_22)
except:
ilan_22 = None
try:
ilan_23 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[30]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_23)
except:
ilan_23 = None
try:
ilan_24 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[31]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_24)
except:
ilan_24 = None
try:
ilan_25 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[32]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_25)
except:
ilan_25 = None
try:
ilan_26 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[33]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_26)
except:
ilan_26 = None
try:
ilan_27 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[34]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_27)
except:
ilan_27 = None
try:
ilan_28 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[35]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_28)
except:
ilan_28 = None
try:
ilan_29 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[36]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_29)
except:
ilan_29 = None
try:
ilan_30 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[38]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_30)
except:
ilan_30 = None
try:
ilan_31 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[39]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_31)
except:
ilan_31 = None
try:
ilan_32 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[40]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_32)
except:
ilan_32 = None
try:
ilan_33 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[41]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_33)
except:
ilan_33 = None
try:
ilan_34 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[42]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_34)
except:
ilan_34 = None
try:
ilan_35 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[43]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_35)
except:
ilan_35 = None
try:
ilan_36 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[44]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_36)
except:
ilan_36 = None
try:
ilan_37 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[45]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_37)
except:
ilan_37 = None
try:
ilan_38 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[47]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_38)
except:
ilan_38 = None
try:
ilan_39 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[48]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_39)
except:
ilan_39 = None
try:
ilan_40 = driver.find_element_by_xpath('//*[@id="mainPageContent"]/div[3]/div[3]/main/div[2]/div[49]/div/div[2]/div/div[2]/a').get_attribute('href')
tüm_ilanlar.append(ilan_40)
except:
ilan_40 = None
#driver.close()
return tüm_ilanlar
def get_next_page(url):
response = requests.get(url)
soup = BeautifulSoup(response.content,'html.parser')
find_next = soup.find('a',{'title':'Next'})['href']
next_page_url = "https://www.kijiji.ca" + find_next
house_number = soup.find('span',class_ = 'resultsShowingCount-1707762110').text
house_number = house_number.split(' ')
do_math = (int(house_number[5]) / 40) + 1
do_math = int(do_math)
all_links = list()
all_links.append(url)
all_links.append(next_page_url)
for item in range(do_math):
try:
print("######################")
print(next_page_url)
response = requests.get(next_page_url)
soup = BeautifulSoup(response.content,'html.parser')
find_next = soup.find('a',{'title':'Next'})['href']
next_page_url = "https://www.kijiji.ca" + find_next
all_links.append(next_page_url)
print("#################3####\n\n")
except:
print("Patladı")
break
return all_links
def getHouseFeatures(urlList):
chrome_options = Options()
chrome_options.add_argument("--headless")
driver = webdriver.Chrome(options = chrome_options)
driver.get(urlList)
# time.sleep(1)
title,price,upload_date,house_type = None,None,None,None
bedroom,bathroom,wifi_item_1,wifi_item_2 = None,None,None,None
parking_number,agreement_info,move_data,pet_data = None,None,None,None
size_data,furnished_data,app_1,app_2,app_3,app_4 = None,None,None,None,None,None
air_info,personal_1,personal_2,smoking_info = None,None,None,None
amen_1,amen_2,amen_3,amen_4,amen_5,amen_6,amen_7 = None,None,None,None,None,None,None
dict_1 = dict()
try:
title = driver.find_element_by_xpath('//*[@id="vip-body"]/div[2]/div[1]/h1').text
except:
title = "None"
try:
price = driver.find_element_by_xpath('//*[@id="vip-body"]/div[2]/div[1]/div/span[1]').text
except:
price = "None"
try:
upload_date = driver.find_element_by_xpath('//*[@id="vip-body"]/div[2]/div[2]/div[2]/time').text
except:
upload_date = "None"
try:
house_type = driver.find_element_by_xpath('//*[@id="vip-body"]/div[2]/div[3]/div[1]/li[1]/span').text
except:
house_type = "None"
try:
bedroom = driver.find_element_by_xpath('//*[@id="vip-body"]/div[2]/div[3]/div[1]/li[2]/span').text
except:
bedroom = "None"
try:
bathroom = driver.find_element_by_xpath('//*[@id="vip-body"]/div[2]/div[3]/div[1]/li[3]/span').text
except:
bathroom = "None"
try:
wifi_items = list()
wifi_item_1 = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[1]/ul/li[2]/div/ul/li[1]')
wifi_item_2 = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[1]/ul/li[2]/div/ul/li[2]')
if bool(wifi_item_1.text) == True:
wifi_items.append(wifi_item_1.text)
if bool(wifi_item_2.text) == True:
wifi_items.append(wifi_item_2.text)
print("Wi-Fi",wifi_items)
except:
pass
try:
parking = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[1]/ul/li[3]/dl/dt')
if parking.text == "Parking Included":
parking_item = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[1]/ul/li[3]/dl/dd')
parking_number = parking_item.text
else:
parking_number = "None"
except:
pass
try:
agreement_type = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[1]/ul/li[4]/dl/dt')
if agreement_type.text == "Agreement Type":
agreement_item = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[1]/ul/li[4]/dl/dd')
agreement_info = agreement_item.text
else:
agreement_info = "None"
except:
pass
try:
move_date = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[1]/ul/li[5]/dl/dt')
if move_date.text == "Move-In Date":
move_info = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[1]/ul/li[5]/dl/dd/span')
move_data = move_info.text
else:
move_data = "None"
except:
pass
try:
pet_name = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[1]/ul/li[6]/dl/dt')
if pet_name.text == "Pet Friendly":
pet_info = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[1]/ul/li[6]/dl/dd')
pet_data = pet_info.text
else:
pet_data = "None"
except:
pass
try:
size = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[2]/ul/li[1]/dl/dt')
if size.text == "Size (sqft)":
size_info = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[2]/ul/li[1]/dl/dd')
size_data = size_info.text
else:
size_data = "None"
except:
pass
try:
furnished = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[2]/ul/li[2]/dl/dt')
if furnished.text == "Furnished":
furnished_info = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[2]/ul/li[2]/dl/dd')
furnished_data = furnished_info.text
else:
furnished_data = "None"
except:
pass
try:
appliances_items = list()
appliances = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[2]/ul/li[3]/div/h4')
if appliances.text == 'Appliances':
app_1 = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[2]/ul/li[3]/div/ul/li[1]')
if bool(app_1.text) == True:
appliances_items.append(app_1.text)
else:
app_1 = ""
app_2 = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[2]/ul/li[3]/div/ul/li[2]')
if bool(app_2.text) == True:
appliances_items.append(app_2.text)
else:
app_2 = ""
app_3 = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[2]/ul/li[3]/div/ul/li[3]')
if bool(app_3.text) == True:
appliances_items.append(app_3.text)
else:
app_3 = ""
app_4 = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[2]/ul/li[3]/div/ul/li[4]')
if bool(app_4.text) == True:
appliances_items.append(app_4.text)
else:
app_4 = ""
except:
pass
try:
air_conditioning = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[2]/ul/li[4]/dl/dt')
if air_conditioning.text == "Air Conditioning":
air_data = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[2]/ul/li[4]/dl/dd')
air_info = air_data.text
else:
air_info = "None"
except:
pass
try:
personal_item = list()
personal = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[2]/ul/li[5]/div/h4')
if personal.text == "Personal Outdoor Space":
personal_1 = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[2]/ul/li[5]/div/ul/li[1]')
if bool(personal_1.text) == True:
personal_item.append(personal_1.text)
else:
personal_1 = ""
personal_2 = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[2]/ul/li[5]/div/ul/li[2]')
if bool(personal_2.text) == True:
personal_item.append(personal_2.text)
else:
personal_2 = "None"
except:
pass
try:
smoking = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[2]/ul/li[6]/dl/dt')
if smoking.text == "Smoking Permitted":
smoking_data = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[2]/ul/li[6]/dl/dd')
smoking_info = smoking_data.text
else:
smoking_info = "None"
except:
pass
try:
the_building = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[3]/h3')
if bool(the_building.text) == True:
amen_list = list()
amenities = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[3]/ul/li/div/h4')
if amenities.text == "Amenities":
amen_1 = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[3]/ul/li/div/ul/li[1]')
if bool(amen_1.text) == True:
amen_list.append(amen_1.text)
amen_2 = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[3]/ul/li/div/ul/li[2]')
if bool(amen_2.text) == True:
amen_list.append(amen_2.text)
amen_3 = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[3]/ul/li/div/ul/li[3]')
if bool(amen_3.text) == True:
amen_list.append(amen_3.text)
amen_4 = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[3]/ul/li/div/ul/li[4]')
if bool(amen_4.text) == True:
amen_list.append(amen_4.text)
amen_5 = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[3]/ul/li/div/ul/li[5]')
if bool(amen_5.text) == True:
amen_list.append(amen_5.text)
amen_6 = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[3]/ul/li/div/ul/li[6]')
if bool(amen_6.text) == True:
amen_list.append(amen_6.text)
amen_7 = driver.find_element_by_xpath('//*[@id="vip-body"]/div[3]/div[2]/div/div/div[3]/ul/li/div/ul/li[7]')
if bool(amen_7.text) == True:
amen_list.append(amen_7.text)
else:
pass
except:
pass
dict_1 = {'Title URL':urlList,'Title':title,'Price':price,'Upload Date':upload_date,'House Type':house_type,
'Bedroom':bedroom,'Bathroom':bathroom,"Parking Included":parking_number,
"Agreement Type":agreement_info,'Move-In Date':move_data,"Pet Friendly":pet_data,
"Size":size_data,"Furnished":furnished_data,"Appliances":appliances_items,
"Air Conditioning":air_info,"Personal Outdoor Space":personal_item,
"Smoking":smoking_info,'Amentities':amen_list}
return dict_1
def main_function(i,flatten_list,storage,geoHouseFeatures):
print("hey!")
data = []
count = 0
for link in flatten_list:
# try:
run_3 = getHouseFeatures(link)
data.append(run_3)
print(f"Link {count} bitti.")
count+=1
storage[i] = data
if __name__ == "__main__":
run = get_next_page(url)
all_link = list()
for count,i in enumerate(run):
print(f"{count}/{len(run)} collected!")
run_2 = ilan_linklerini_topla(i)
all_link.append(run_2)
flatten_list = sum(all_link,[])
uz = len(flatten_list)
info = list()
print(f"Tüm ilanların sayısı {uz}")
# <----------------- Multiprocessing Section --------------------------->
# if you want to work with multiprocessing,
# you need to use if __name__ == "__main__": its necessary!
manager = multiprocessing.Manager()
storage = manager.dict()
p1 = multiprocessing.Process(target=main_function, args=(1,flatten_list[:(int(len(flatten_list) / 6))] ,storage,getHouseFeatures ))
p2 = multiprocessing.Process(target=main_function, args=(2,flatten_list[(int(len(flatten_list) / 6)):(2*int(len(flatten_list) / 6))],storage,getHouseFeatures ))
p3 = multiprocessing.Process(target=main_function, args=(3,flatten_list[(2*int(len(flatten_list) / 6)):(3*int(len(flatten_list) / 6))],storage,getHouseFeatures ))
p4 = multiprocessing.Process(target=main_function, args=(4,flatten_list[(3*int(len(flatten_list) / 6)):(4*int(len(flatten_list) / 6))],storage,getHouseFeatures ))
p5 = multiprocessing.Process(target=main_function, args=(5,flatten_list[(4*int(len(flatten_list) / 6)):(5*int(len(flatten_list) / 6))],storage,getHouseFeatures ))
p6 = multiprocessing.Process(target=main_function, args=(6,flatten_list[(5*int(len(flatten_list) / 6)):],storage,getHouseFeatures ))
#------------
p1.start()
p2.start()
p3.start()
p4.start()
p5.start()
p6.start()
#------------
p1.join()
p2.join()
p3.join()
p4.join()
p5.join()
p6.join()
#------------
info = storage.values()
info = sum(info,[])
df = pd.DataFrame(info)
df.to_excel("house_info.xlsx")
#----------- Time Section ------------
end_time = int(time.time())
# ----------- Print Storage ------------
print(f"Return Dict : {storage}")
process_time = end_time - start_time