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Shaw_scraper.py
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Shaw_scraper.py
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from selenium import webdriver
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.support.ui import Select
from selenium.common.exceptions import TimeoutException
import selenium.webdriver.support.ui as ui
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.common.keys import Keys
from selenium.webdriver.chrome.options import Options
from selenium.webdriver.common.action_chains import ActionChains
from user_agent_rotation import *
import time as tm
import traceback
import datetime
from datetime import datetime
import pytz
from pytz import timezone
from bs4 import BeautifulSoup
import random
import json
import requests
import pymongo
import os
# Code for using Mlab Mongodb
#MONGODB_URL=os.environ.get("MONGODB_URL")
# client = pymongo.MongoClient(MONGODB_URL,
# connectTimeoutMS=30000,
# socketTimeoutMS=None,
# socketKeepAlive=True,
# retryWrites=False)
# db = client.get_default_database()
# mycol = db["movie_data"]
#Code for using Atlas Mongodb
MONGODB_URL=os.environ.get("MONGODB_URL")
client = pymongo.MongoClient(MONGODB_URL)
db = client.get_database('shaw_data')
mycol = db["movie_data"]
class shaw_scraper():
def __init__(self):
# Create a headless browser
self.chrome_options = webdriver.ChromeOptions()
self.chrome_options.binary_location = os.environ.get("GOOGLE_CHROME_BIN")
self.chrome_options.add_argument("--headless")
self.chrome_options.add_argument("--disable-dev-shm-usage")
self.chrome_options.add_argument("--no-sandbox")
self.chrome_options.add_argument("window-size=1920,1080")
self.browser = webdriver.Chrome(executable_path=os.environ.get("CHROMEDRIVER_PATH"), chrome_options=self.chrome_options)
self.base_url="https://www.shaw.sg/theatre/location/"
def get_movie_data(self):
theatres={
"Lido":"0100",
"Jewel":"1000",
"Paya_Lebar":"1100",
"Waterway_Point": "0900",
"Nex":"0700",
"Seletar": "0800",
"Jcube":"0200",
"Lot_One":"0400",
"Balestiar":"0300"
}
errors=[]
sgp = timezone('Asia/Singapore')
date=datetime.now(sgp)
dt=date.strftime('%d %b %Y')
for theatre,code in theatres.items():
try:
print(theatre)
self.browser.get(self.base_url + code)
tm.sleep(3)
all_dates=self.browser.find_elements_by_class_name("owl-item")
# right_button=self.browser.find_element_by_class_name("time-nav-btn-right")
for i in range(0,2000,5):
tm.sleep(0.005)
self.browser.execute_script("window.scrollTo({},{});".format(str(i),str(i+1)))
try:
tm.sleep(2)
ActionChains(self.browser).move_to_element(all_dates[0]).click().perform()
tm.sleep(2)
page=BeautifulSoup(self.browser.page_source, "html.parser")
movie_date=dt
print(theatre,movie_date)
all_movies=page.find("div",{"class":"detail-location"})
all_movies=all_movies.find_all("div",{"class":"movies_item-movie"})
for movie in all_movies:
#Movie Title
movie_title=movie.find("div",{"class":"title"}).text
print(movie_title)
#Hall, timing and session code
movie_times=movie.find_all("div",{"class":"showtimes-block"})
for time in movie_times:
mycol.update_one( {
'theatre' : theatre,
'hall': time.a["data-balloon"].split("\n")[0],
'movie':movie_title,
'date':movie_date,
'session_code': time.a["href"][16:]},
{'$set' : {'time': time.a.text} },
upsert = True
)
print({
'theatre' : theatre,
'hall': time.a["data-balloon"].split("\n")[0],
'movie':movie_title,
'date':movie_date,
'time': time.a.text,
'session_code': time.a["href"][16:]})
except Exception:
traceback.print_exc()
# errors.append([theatre,movie_title,movie_date,time.a.text])
except Exception:
traceback.print_exc()
self.browser.quit()
print('Finished scraping movie details for {}'.format(dt))
print('Errors:\n', errors)
def get_seat_data(self, date):
movie_data = mycol.find({"date": date})
sgp = timezone('Asia/Singapore')
errors=[]
try:
for movie in movie_data:
print(movie['hall'], movie['movie'],movie['time'],'done\n')
all_seats=[]
try:
headers=rheaders.rand_headers()
except:
headers=rheaders.back_up_headers()
req_seat_data=requests.get('https://www.shaw.sg/api/SeatingStatuses?recordcode={}'.format(movie['session_code']),headers=headers)
val=(random.randint(0, 100))
tm.sleep(1 + (val/100 * (0.3)))
req_seat_data=req_seat_data.json()
for seat in (req_seat_data['Items']):
if(seat['element_category_code']=='SEAT'):
seat_data={}
seat_data['seat_number']=seat['element_seat_name']
seat_data['seat_status']=seat['element_status_code']
seat_data['seat_buy_time']=seat['element_updated_on']
seat_data['seat_sold_by']=seat['element_updated_by']
seat_data['last_update_time']=str(datetime.now(sgp))
all_seats.append(seat_data)
all_seats=sorted(all_seats, key = lambda k: k['seat_buy_time'])
mycol.update_one({
'theatre' : movie['theatre'],
'hall': movie['hall'],
'session_code': movie['session_code']
},
{'$set':{'seats':all_seats}},
upsert = True
)
except Exception:
traceback.print_exc()
errors.append([movie['hall'],movie['date'], movie['movie'],movie['time']])
print('Finished scraping seat details')
print('Errors:\n', errors)
scr=shaw_scraper()