def xfi_scrape_postpaid_smartphone_prices():
# scrape json
device_page = requests.get('https://modesto-prodapi.xfinity.com/ModestoGW/api/v1.5/products?category=device&offset=0&sortAsc=true&sortBy=rank')
device_soup = BeautifulSoup(device_page.text, 'html.parser')
device_json = json.loads(device_soup.text)
for json_obj in device_json:
# make object
scraped_postpaid_price = ScrapedPostpaidPrice()
# hardcoded variables
scraped_postpaid_price.provider = 'xfinity'
scraped_postpaid_price.date = datetime.date.today()
scraped_postpaid_price.time = datetime.datetime.now().time()
# scrape data
scraped_postpaid_price.device = device_parser(json_obj['name'])
# get description
description = remove_non_ascii(json_obj['description'])
# create dictionary of sizes
size_dict = []
for variant in json_obj['variants']:
size_variant = variant['capacity'].replace('gb', '').strip()
if size_variant in size_dict:
continue # ignore duplicates of the same size
size_dict.append(size_variant)
scraped_postpaid_price.storage = size_variant
scraped_postpaid_price.retail_price = variant['price']
scraped_postpaid_price.onetime_price = '0.00'
scraped_postpaid_price.monthly_price = variant['financePrice']
scraped_postpaid_price.contract_ufc = '0.00'
scraped_postpaid_price.url = 'https://www.xfinity.com/mobile/shop/device/' + json_obj['slug']
print(scraped_postpaid_price.provider, scraped_postpaid_price.device,
scraped_postpaid_price.storage, scraped_postpaid_price.monthly_price,
scraped_postpaid_price.onetime_price, scraped_postpaid_price.retail_price,
scraped_postpaid_price.contract_ufc, scraped_postpaid_price.url,
scraped_postpaid_price.date, scraped_postpaid_price.time)
# add to database
remove_postpaid_duplicate(scraped_postpaid_price.provider, scraped_postpaid_price.device,
scraped_postpaid_price.storage, scraped_postpaid_price.date)
add_postpaid_to_database(scraped_postpaid_price.provider, scraped_postpaid_price.device,
scraped_postpaid_price.storage, scraped_postpaid_price.monthly_price,
scraped_postpaid_price.onetime_price, scraped_postpaid_price.retail_price,
scraped_postpaid_price.contract_ufc, scraped_postpaid_price.url,
scraped_postpaid_price.date, scraped_postpaid_price.time)
# add promotion text to database
xfi_scrape_prepaid_promotins(scraped_postpaid_price.url, scraped_postpaid_price.device,
scraped_postpaid_price.storage, description)
def tmo_scrape_postpaid_smartphone_prices():
# headless Chrome
chrome_options = Options()
chrome_options.add_argument("--headless")
chrome_options.add_argument("--window-size=1920x1080")
chrome_driver = os.getcwd() + "\\chromedriver.exe"
driver = webdriver.Chrome(chrome_options=chrome_options,
executable_path=chrome_driver)
driver.implicitly_wait(5)
# go to website
driver.get('https://www.t-mobile.com/')
time.sleep(5)
# go to Phones url from homepage (since url could change)
driver.find_element_by_link_text('PHONES').click()
time.sleep(20)
html = driver.page_source
soup = BeautifulSoup(html, "html.parser")
# make object
scraped_postpaid_price = ScrapedPostpaidPrice()
# hardcoded variables
scraped_postpaid_price.provider = 'tmobile'
scraped_postpaid_price.date = datetime.date.today()
scraped_postpaid_price.time = datetime.datetime.now().time()
errors = []
# get device name and url from device landing page
for tariff in soup.findAll(
'div', class_='tile col-lg-3 col-md-4 col-sm-6 col-xs-12'):
device_contents = tariff.find(
'a',
class_='m-b-5 product-name text-center regular block ng-binding')
scraped_postpaid_price.device = device_parser(device_contents.text)
if scraped_postpaid_price.device.find('certified pre-owned') == -1 and \
scraped_postpaid_price.device.find('linelink') == -1 and \
scraped_postpaid_price.device.find('sim') == -1 and \
scraped_postpaid_price.device.find('flip') == -1:
scraped_postpaid_price.url = 'https://www.t-mobile.com/' + device_contents[
'href']
promo_text = tariff.find('div', class_='offerTextHeight').text
if promo_text != '':
add_scraped_promotions_to_database(
scraped_postpaid_price.provider,
scraped_postpaid_price.device, '0', 'device landing page',
promo_text, scraped_postpaid_price.url,
scraped_postpaid_price.date, scraped_postpaid_price.time)
# go to individual page
driver.get(scraped_postpaid_price.url)
time.sleep(6)
html = driver.page_source
device_soup = BeautifulSoup(html, "html.parser")
# try/except in case of no price (coming soon, etc.)
try:
# iterate through storage sizes
for memory_button in device_soup.findAll('a',
class_='memory-btn'):
# record storage size and url
scraped_postpaid_price.storage = memory_button.text.replace(
'GB', '').strip()
scraped_postpaid_price.url = scraped_postpaid_price.url.split(
'?memory='
)[0] + '?memory=' + scraped_postpaid_price.storage + 'gb'
driver.get(scraped_postpaid_price.url)
time.sleep(5)
html = driver.page_source
device_soup = BeautifulSoup(html, "html.parser")
if len(device_soup.findAll('div',
class_='price-lockup')) > 1:
downpayment_and_retail = device_soup.findAll(
'span',
class_='cost-price font-tele-ult ng-binding')
scraped_postpaid_price.onetime_price = downpayment_and_retail[
0].text
scraped_postpaid_price.retail_price = downpayment_and_retail[
1].text.replace(',', '')
scraped_postpaid_price.monthly_price = monthly_price_parser(
device_soup.find(
'p',
class_='small font-tele-nor m-t-10 ng-binding'
).text)
else:
scraped_postpaid_price.onetime_price = device_soup.find(
'span',
class_='cost-price font-tele-ult ng-binding').text
# add to database
remove_postpaid_duplicate(scraped_postpaid_price.provider,
scraped_postpaid_price.device,
scraped_postpaid_price.storage,
scraped_postpaid_price.date)
add_postpaid_to_database(
scraped_postpaid_price.provider,
scraped_postpaid_price.device,
scraped_postpaid_price.storage,
scraped_postpaid_price.monthly_price,
scraped_postpaid_price.onetime_price,
scraped_postpaid_price.retail_price,
scraped_postpaid_price.contract_ufc,
scraped_postpaid_price.url,
scraped_postpaid_price.date,
scraped_postpaid_price.time)
tmo_scrape_postpaid_promotions(
driver, device_soup, scraped_postpaid_price.url,
scraped_postpaid_price.device,
scraped_postpaid_price.storage)
except AttributeError:
errors.append(scraped_postpaid_price.device)
pass
print("pricing errors: ", errors)
driver.quit()
def spr_scrape_postpaid_smartphone_prices():
# go to website
chrome_options = Options()
chrome_options.add_argument("--headless")
chrome_options.add_argument("--window-size=1920x1080")
chrome_driver = os.getcwd() + "\\chromedriver.exe"
driver = webdriver.Chrome(chrome_options=chrome_options,
executable_path=chrome_driver)
driver.get('https://www.sprint.com/en/shop/cell-phones.html')
# get soup
driver.get(
"https://www.sprint.com/en/shop/cell-phones.html?INTNAV=TopNav:Shop:AllPhones&credit=A2&sort=FEATURED"
)
time.sleep(5)
html = driver.page_source
soup = BeautifulSoup(html, "html.parser")
driver.close()
# make scraper object
scraped_postpaid_price = ScrapedPostpaidPrice()
# set hardcoded variables
scraped_postpaid_price.provider = 'sprint'
scraped_postpaid_price.date = datetime.date.today()
scraped_postpaid_price.time = datetime.datetime.now().time()
# iterate through devices on landing page
for device_tile in soup.findAll(
'li',
class_='col-xs-24 col-sm-12 col-lg-8 text-center device-tile'):
# get device name text
device_name = device_tile.find("h3", {
"class":
"font-size-18 line-height-24 font-normal my-0 align-left"
}).text.strip().lower()
# eliminate out of scope devices
if device_name.find("linelink") != -1 or device_name.find("pre-owned") != -1 or device_name.find("flip") != -1 \
or device_name.find("xp5s") != -1 or device_name.find("duraxtp") != -1 or device_name.find("duratr") != -1 \
or device_name.find("xp strike") != -1 or device_name.find("certified") != -1:
continue
# device name
scraped_postpaid_price.device = device_parser(device_name)
# url
scraped_postpaid_price.url = "https://www.sprint.com" + device_tile.find(
"a")["href"]
# promo text for device landing page
try:
promo_text = device_tile.find("span", {
"class": "color--purple font-size-14"
}).text.strip()
except AttributeError:
promo_text = ''
add_scraped_promotions_to_database(scraped_postpaid_price.provider,
scraped_postpaid_price.device, '0',
'device landing page', promo_text,
scraped_postpaid_price.url,
scraped_postpaid_price.date,
scraped_postpaid_price.time)
# go to url
chrome_options = Options()
chrome_options.add_argument("--headless")
chrome_options.add_argument("--window-size=1920x1080")
chrome_driver = os.getcwd() + "\\chromedriver.exe"
driver = webdriver.Chrome(chrome_options=chrome_options,
executable_path=chrome_driver)
driver.implicitly_wait(5)
driver.get(scraped_postpaid_price.url)
time.sleep(5)
html = driver.page_source
device_soup = BeautifulSoup(html, "html.parser")
# if 404 error, stop program
site_title = device_soup.find_all("title")
if '404' in str(site_title) or not site_title:
print('404 Error or page error: ' + scraped_postpaid_price.device)
continue
else:
# click on drop down menu and record device sizes
size_selector = driver.find_element_by_id(
'sprint_storage_selector')
sizes = size_selector.text.strip().replace(' GB', '')
sizes = sizes.split('\n')
# iterate through sizes
for size in sizes:
# click on size and reload page
size_selector.click()
time.sleep(2)
select = Select(
driver.find_element_by_id('sprint_storage_selector'))
select.select_by_value(size)
time.sleep(6)
html = driver.page_source
device_soup = BeautifulSoup(html, "html.parser")
# record device size
scraped_postpaid_price.storage = size
# # iphone shipment
# if scraped_postpaid_price.device == "iphone xr" or scraped_postpaid_price.device == "iphone xs" or\
# scraped_postpaid_price.device == "iphone xs max":
#
# # click on drop down menu and record device colors
# div_number = device_soup.find("div", {"data-color-set-storage-key": size})["data-color-set"]
# color_selector = driver.find_element_by_xpath(
# '/html/body/div[1]/article/div[3]/div[1]/div[1]/div[1]/div/div/div[2]/div[4]/div[1]/div/div['+str(div_number)+']/div/div/select')
#
# color_selector.click()
# time.sleep(2)
# colors = color_selector.text.strip()
# colors = colors.split('\n')
#
# # iterate through colors
# for color in colors:
# # click on size and reload page
# select = Select(driver.find_element_by_xpath(
# '/html/body/div[1]/article/div[3]/div[1]/div[1]/div[1]/div/div/div[2]/div[4]/div[1]/div/div['+str(div_number)+']/div/div/select'))
# select.select_by_visible_text(color)
# time.sleep(6)
# html = driver.page_source
# device_soup = BeautifulSoup(html, "html.parser")
#
# shipment_text = device_soup.find("div", {"class": "col-xs-24 col-lg-auto mb-20 mb-lg-0"}).find("span", {"class": "font-medium"}).text.strip()
#
# print(color, scraped_postpaid_price.device, scraped_postpaid_price.storage, scraped_postpaid_price.provider, shipment_text.strip(), scraped_postpaid_price.date, scraped_postpaid_price.time)
# add_iphone_shipment_to_database(color, scraped_postpaid_price.device, scraped_postpaid_price.storage, scraped_postpaid_price.provider, shipment_text.strip(),scraped_postpaid_price.date, scraped_postpaid_price.time)
# record current url
scraped_postpaid_price.url = driver.current_url
# initialize price variables
scraped_postpaid_price.monthly_price = '0.00'
scraped_postpaid_price.retail_price = '0.00'
scraped_postpaid_price.onetime_price = '0.00'
# get prices
for label in device_soup.findAll(
'label', class_='soar-selection__label'):
if label.find(
'strong').text == ' Sprint Flex 18-mo. lease':
monthly = label.findAll('span', class_='display-block')
scraped_postpaid_price.monthly_price = price_parser(
monthly[0].text.strip())
scraped_postpaid_price.onetime_price = price_parser(
monthly[1].text.strip())
if label.find('strong').text == ' Full price':
retail = label.findAll('span', class_='display-block')
scraped_postpaid_price.retail_price = price_parser(
retail[1].text.strip().replace(',', ''))
# if page didn't load all the way
if scraped_postpaid_price.onetime_price == '0.00' and scraped_postpaid_price.monthly_price == '0.00':
# close and reload page
driver.close()
chrome_options = Options()
chrome_options.add_argument("--headless")
chrome_options.add_argument("--window-size=1920x1080")
chrome_driver = os.getcwd() + "\\chromedriver.exe"
driver = webdriver.Chrome(chrome_options=chrome_options,
executable_path=chrome_driver)
driver.get(scraped_postpaid_price.url)
time.sleep(5)
html = driver.page_source
device_soup = BeautifulSoup(html, "html.parser")
# get prices again
for label in device_soup.findAll(
'label', class_='soar-selection__label'):
if label.find(
'strong').text == ' Sprint Flex 18-mo. lease':
monthly = label.findAll('span',
class_='display-block')
scraped_postpaid_price.monthly_price = price_parser(
monthly[0].text.strip())
scraped_postpaid_price.onetime_price = price_parser(
monthly[1].text.strip())
if label.find('strong').text == ' Full price':
retail = label.findAll('span',
class_='display-block')
scraped_postpaid_price.retail_price = price_parser(
retail[1].text.strip().replace(',', ''))
# add to database
remove_postpaid_duplicate(scraped_postpaid_price.provider,
scraped_postpaid_price.device,
scraped_postpaid_price.storage,
scraped_postpaid_price.date)
add_postpaid_to_database(scraped_postpaid_price.provider,
scraped_postpaid_price.device,
scraped_postpaid_price.storage,
scraped_postpaid_price.monthly_price,
scraped_postpaid_price.onetime_price,
scraped_postpaid_price.retail_price,
scraped_postpaid_price.contract_ufc,
scraped_postpaid_price.url,
scraped_postpaid_price.date,
scraped_postpaid_price.time)
spr_scrape_postpaid_promotions(device_soup,
scraped_postpaid_price.url,
scraped_postpaid_price.device,
scraped_postpaid_price.storage)
driver.quit()
def ver_scrape_postpaid_smartphone_prices():
# headless Chrome
chrome_options = Options()
chrome_options.add_argument("--headless")
chrome_options.add_argument("--window-size=1920x1080")
chrome_driver = os.getcwd() + "\\chromedriver.exe"
driver = webdriver.Chrome(chrome_options=chrome_options,
executable_path=chrome_driver)
driver.implicitly_wait(5)
# go to website
driver.get("https://www.verizonwireless.com/smartphones/")
time.sleep(10)
html = driver.page_source
soup = BeautifulSoup(html, "html.parser")
# make object
scraped_postpaid_price = ScrapedPostpaidPrice()
# hardcoded variables
scraped_postpaid_price.provider = 'verizon'
scraped_postpaid_price.date = datetime.date.today()
scraped_postpaid_price.time = datetime.datetime.now().time()
for device in soup.findAll(
'div',
class_=
'cursorPointer pad15 onlySidePad tile background_supporting border_CC'
):
device_contents = device.find('a')
scraped_postpaid_price.device = brandparser(device_contents.text)
if scraped_postpaid_price.device.find("pre-owned") != -1:
continue
scraped_postpaid_price.url = 'https://www.verizonwireless.com' + device_contents[
"href"]
promo_text = device.find('div', class_='offer-text').text
if promo_text != '':
add_scraped_promotions_to_database(
scraped_postpaid_price.provider, scraped_postpaid_price.device,
'0', 'device landing page', promo_text,
scraped_postpaid_price.url, scraped_postpaid_price.date,
scraped_postpaid_price.time)
# go to url
driver.get(scraped_postpaid_price.url)
time.sleep(5)
html = driver.page_source
device_soup = BeautifulSoup(html, "html.parser")
# select each device size
try:
size_button_pad = device_soup.find(
'div', class_='displayFlex rowNoWrap priceSelectorRow')
size_buttons = size_button_pad.findAll(
'div',
class_=
'grow1basis0 priceSelectorColumn radioGroup positionRelative')
for size_button_number in range(1, len(size_buttons) + 1):
# record new device size
scraped_postpaid_price.storage = size_buttons[
size_button_number - 1].text.replace('GB', '')
# remove popup before clicking
try:
driver.find_element_by_xpath(
'//*[@id="tile_container"]/div[1]/div[2]/div/div/div[2]/div/div/div[2]/div[2]/div/div['
+ str(size_button_number) + ']/div/div/p').click()
except WebDriverException:
driver.find_element_by_class_name('fsrCloseBtn').click()
driver.find_element_by_xpath(
'//*[@id="tile_container"]/div[1]/div[2]/div/div/div[2]/div/div/div[2]/div[2]/div/div['
+ str(size_button_number) + ']/div/div/p').click()
# click on different storage size to show device size-specific promos
time.sleep(2)
html = driver.page_source
device_soup = BeautifulSoup(html, "html.parser")
values_list = device_soup.findAll('div', class_='sizePad')
scraped_postpaid_price.monthly_price = monthly_price_parser(
values_list[-2].text)
scraped_postpaid_price.retail_price = retail_price_parser(
values_list[-1].text.replace(',', ''))
remove_postpaid_duplicate(scraped_postpaid_price.provider,
scraped_postpaid_price.device,
scraped_postpaid_price.storage,
scraped_postpaid_price.date)
add_postpaid_to_database(scraped_postpaid_price.provider,
scraped_postpaid_price.device,
scraped_postpaid_price.storage,
scraped_postpaid_price.monthly_price,
scraped_postpaid_price.onetime_price,
scraped_postpaid_price.retail_price,
scraped_postpaid_price.contract_ufc,
scraped_postpaid_price.url,
scraped_postpaid_price.date,
scraped_postpaid_price.time)
ver_scrape_postpaid_promotions(device_soup, driver,
scraped_postpaid_price.url,
scraped_postpaid_price.device,
scraped_postpaid_price.storage)
# # iphone shipment
# if scraped_postpaid_price.device == "iphone xr" or scraped_postpaid_price.device == "iphone xs" or\
# scraped_postpaid_price.device == "iphone xs max":
#
# color_button_pad = device_soup.find('div', class_='flex width100p pad15 onlyBottomPad')
# color_buttons = color_button_pad.findAll('div', class_='col-xs-3 textAlignCenter noSidePad radioGroup positionRelative')
# for color_button_number in range(1, len(color_buttons) + 1):
#
# color = color_buttons[color_button_number - 1].text
# driver.find_element_by_xpath('//*[@id="tile_container"]/div[1]/div[2]/div/div/div[2]/div/div/div[1]/div/div[' + str(
# color_button_number) + ']/div').click()
#
# time.sleep(1)
# html = driver.page_source
# device_soup = BeautifulSoup(html, "html.parser")
#
# shipment_text = device_soup.find("div", {"class": "col-xs-6 noSidePad inStoreAvail"}).span.text
#
# print(color, scraped_postpaid_price.device, scraped_postpaid_price.storage, scraped_postpaid_price.provider, shipment_text.strip(), scraped_postpaid_price.date, scraped_postpaid_price.time)
# add_iphone_shipment_to_database(color, scraped_postpaid_price.device, scraped_postpaid_price.storage, scraped_postpaid_price.provider, shipment_text.strip(),scraped_postpaid_price.date, scraped_postpaid_price.time)
except AttributeError:
pass
driver.close()
def spr_scrape_postpaid_tablet_prices():
# go to website
chrome_options = Options()
chrome_options.add_argument("--headless")
chrome_options.add_argument("--window-size=1920x1080")
chrome_driver = os.getcwd() + "\\chromedriver.exe"
driver = webdriver.Chrome(chrome_options=chrome_options,
executable_path=chrome_driver)
driver.get(
'https://www.sprint.com/en/shop/tablets.html?INTNAV=TopNav:Shop:Tablets&credit=A2&sort=FEATURED'
)
time.sleep(5)
# get soup
html = driver.page_source
soup = BeautifulSoup(html, "html.parser")
driver.close()
# make scraper object
scraped_postpaid_price = ScrapedPostpaidPrice()
# set hardcoded variables
scraped_postpaid_price.provider = 'sprint'
scraped_postpaid_price.date = datetime.date.today()
scraped_postpaid_price.time = datetime.datetime.now().time()
# iterate through devices on landing page
for device_tile in soup.findAll(
'li',
class_='col-xs-24 col-sm-12 col-lg-8 text-center device-tile'):
# get device name text
device_name = device_tile.find("h3", {
"class":
"font-size-18 line-height-24 font-normal my-0 align-left"
}).text.strip().lower()
# eliminate out of scope devices
if device_name.find("linelink") != -1 or device_name.find("pre-owned") != -1 or device_name.find("flip") != -1 \
or device_name.find("sim") != -1 or device_name.find("duraxtp") != -1 or device_name.find("duratr") != -1 \
or device_name.find("xp strike") != -1 or device_name.find("certified") != -1:
continue
# device name
scraped_postpaid_price.device = device_parser(device_name)
# url
scraped_postpaid_price.url = "https://www.sprint.com" + device_tile.find(
"a")["href"]
# promo text for device landing page & add to database
try:
promo_text = device_tile.find("span", {
"class": "color--purple font-size-14"
}).text.strip()
except AttributeError:
promo_text = ''
add_scraped_promotions_to_database(scraped_postpaid_price.provider,
scraped_postpaid_price.device, '0',
'device landing page', promo_text,
scraped_postpaid_price.url,
scraped_postpaid_price.date,
scraped_postpaid_price.time)
# go to url
chrome_options = Options()
chrome_options.add_argument("--headless")
chrome_options.add_argument("--window-size=1920x1080")
chrome_driver = os.getcwd() + "\\chromedriver.exe"
driver = webdriver.Chrome(chrome_options=chrome_options,
executable_path=chrome_driver)
driver.implicitly_wait(5)
driver.get(scraped_postpaid_price.url)
time.sleep(5)
html = driver.page_source
device_soup = BeautifulSoup(html, "html.parser")
# if 404 error, stop program
site_title = device_soup.find_all("title")
if '404' in str(site_title):
print('404 Error: ' + scraped_postpaid_price.device)
continue
# click on drop down menu and record device sizes
size_selector = driver.find_element_by_id('sprint_storage_selector')
size_selector.click()
time.sleep(2)
sizes = size_selector.text.strip().replace(' GB', '')
sizes = sizes.split('\n')
# iterate through sizes
for size in sizes:
# click on size and reload page
select = Select(
driver.find_element_by_id('sprint_storage_selector'))
select.select_by_value(size)
time.sleep(2)
html = driver.page_source
device_soup = BeautifulSoup(html, "html.parser")
# record device size
scraped_postpaid_price.storage = size
# initialize price variables
scraped_postpaid_price.monthly_price = '0.00'
scraped_postpaid_price.retail_price = '0.00'
scraped_postpaid_price.onetime_price = '0.00'
# get prices
for label in device_soup.findAll('label',
class_='soar-selection__label'):
if label.find('strong'
).text == ' Buy it with 24 monthly installments':
monthly = label.findAll('span', class_='display-block')
scraped_postpaid_price.monthly_price = price_parser(
monthly[0].text.strip())
scraped_postpaid_price.onetime_price = price_parser(
monthly[1].text.strip())
if label.find('strong').text == ' Full price':
retail = label.findAll('span', class_='display-block')
scraped_postpaid_price.retail_price = price_parser(
retail[1].text.strip())
# add to database
remove_postpaid_duplicate(scraped_postpaid_price.provider,
scraped_postpaid_price.device,
scraped_postpaid_price.storage,
scraped_postpaid_price.date)
add_postpaid_to_database(scraped_postpaid_price.provider,
scraped_postpaid_price.device,
scraped_postpaid_price.storage,
scraped_postpaid_price.monthly_price,
scraped_postpaid_price.onetime_price,
scraped_postpaid_price.retail_price,
scraped_postpaid_price.contract_ufc,
scraped_postpaid_price.url,
scraped_postpaid_price.date,
scraped_postpaid_price.time)
spr_scrape_postpaid_promotions(device_soup,
scraped_postpaid_price.url,
scraped_postpaid_price.device,
scraped_postpaid_price.storage)
driver.quit()
def att_scrape_postpaid_smartphone_prices():
# headless Chrome
chrome_options = Options()
# chrome_options.add_argument("--headless")
chrome_options.add_argument("--window-size=1920x1080")
chrome_driver = os.getcwd() + "\\chromedriver.exe"
driver = webdriver.Chrome(chrome_options=chrome_options,
executable_path=chrome_driver)
driver.implicitly_wait(5)
# go to website
driver.get('https://www.att.com/shop/wireless/devices/cellphones.html')
time.sleep(2)
# check if all devices are shown on page
devices_shown = driver.find_element_by_class_name(
'deviceCount').text.split(' ')[-1]
devices_total = driver.find_element_by_class_name('deviceSize').text
if devices_shown != devices_total:
# click 'Show All' button if it exists
driver.find_element_by_id("deviceShowAllLink").click()
# load page and get soup
time.sleep(5)
html = driver.page_source
soup = BeautifulSoup(html, "html.parser")
# make object
scraped_postpaid_price = ScrapedPostpaidPrice()
# set hardcoded variables
scraped_postpaid_price.date = datetime.date.today()
scraped_postpaid_price.time = datetime.datetime.now().time()
scraped_postpaid_price.provider = 'att'
# parse through device tiles
for device in soup.findAll("div", class_="list-item"):
device_contents = device.find("a", class_="titleURLchng")
scraped_postpaid_price.device = brandparser(
parser(device_contents.text)).lower()
if scraped_postpaid_price.device.find("pre-owned") != -1 or scraped_postpaid_price.device.find("flip") != -1 or \
scraped_postpaid_price.device.find("wireless") != -1 or scraped_postpaid_price.device.find("b470") != -1 or \
scraped_postpaid_price.device.find("xp5s") != -1 or scraped_postpaid_price.device.find("duraxe") != -1 or \
scraped_postpaid_price.device.find("certified") != -1:
continue
scraped_postpaid_price.url = 'https://www.att.com' + device_contents[
'href']
deal_landing_page_promo = device.findAll("div", class_="holidayFlag")
if len(deal_landing_page_promo) == 2:
add_scraped_promotions_to_database(
scraped_postpaid_price.provider, scraped_postpaid_price.device,
'0', 'device landing page',
deal_landing_page_promo[1].img['title'],
scraped_postpaid_price.url, scraped_postpaid_price.date,
scraped_postpaid_price.time)
# go to url and get storage size
driver.get(scraped_postpaid_price.url)
time.sleep(5)
html = driver.page_source
device_soup = BeautifulSoup(html, "html.parser")
# read size from size button that is in html even if it is not visible on page
# iterate through each size
button_number = 0
for button in device_soup.findAll('button', class_='preSize'):
# go back to base web page if there is more than one button
if button_number > 0:
driver.get(scraped_postpaid_price.url)
time.sleep(3)
device_storage = button.text.replace('GB', '').strip()
if 'MB' in device_storage:
device_storage = device_storage.replace('MB', '')
device_storage = '{: .2f}'.format(int(device_storage) * 0.001)
# set object's storage size
scraped_postpaid_price.storage = device_storage
size_id = 'size_' + scraped_postpaid_price.storage + 'GB'
size = driver.find_element_by_id(size_id)
# click on size that was recorded as storage if there is more than one storage size
if len(device_soup.findAll('button', class_='preSize')) != 1:
# if popup is there, click it and make it go away
try:
size.click()
except WebDriverException:
driver.find_element_by_xpath(
'//*[@id="acsMainInvite"]/a').click()
size.click()
time.sleep(3)
html = driver.page_source
device_soup = BeautifulSoup(html, "html.parser")
# get promotions
att_scrape_postpaid_promotions(device_soup,
scraped_postpaid_price.url,
scraped_postpaid_price.device,
scraped_postpaid_price.storage)
# # iphone shipment
# if scraped_postpaid_price.device == "iphone xr" or scraped_postpaid_price.device == "iphone xs" or\
# scraped_postpaid_price.device == "iphone xs max":
# color_buttons = device_soup.findAll("button", {"ddh-color-and-data-capacity-item": "color"})
#
# for color_button in color_buttons:
#
# # get object's color
# color_id = 'color_' + color_button.text.strip()
# color = driver.find_element_by_id(color_id)
#
# # if popup is there, click it and make it go away
# try:
# color.click()
# except WebDriverException:
# driver.find_element_by_xpath('//*[@id="acsMainInvite"]/a').click()
# color.click()
#
# time.sleep(2)
# html = driver.page_source
# device_soup = BeautifulSoup(html, "html.parser")
#
# shipment_text_outer = device_soup.find("div", {"class": "checkInstoreDeliveryIconSuccess ng-scope"})
# shipment_text = shipment_text_outer.find("span", {"class": "ng-binding"}).text
#
# print(color_button.text.strip(), scraped_postpaid_price.device, scraped_postpaid_price.storage, scraped_postpaid_price.provider, shipment_text.strip(), scraped_postpaid_price.date, scraped_postpaid_price.time)
# add_iphone_shipment_to_database(color_button.text.strip(), scraped_postpaid_price.device, scraped_postpaid_price.storage, scraped_postpaid_price.provider, shipment_text.strip(),scraped_postpaid_price.date, scraped_postpaid_price.time)
# get sku for correct url and config_url
try:
sku = device_soup.find(id='skuIDToDisplay').text.strip()
except AttributeError:
sku = 'sku' + device_soup.find('att-product-viewer')['skuid']
# set url and config_url for object
url = scraped_postpaid_price.url.split('=sku')[0] + '=sku' + sku
config_url = 'https://www.att.com/shop/wireless/deviceconfigurator.html?prefetched=true&sku=' + sku
scraped_postpaid_price.config_url = config_url
scraped_postpaid_price.url = url
# go to config_url and get prices
driver.get(scraped_postpaid_price.config_url)
time.sleep(5)
html = driver.page_source
device_soup = BeautifulSoup(html, "html.parser")
if len(
device_soup.findAll(
'div',
class_='row-fluid-nowrap posRel margin-top-5')) > 1:
for div in device_soup.findAll(
'div', class_='row-fluid-nowrap posRel margin-top-5'):
for span in div.findAll(
'span',
class_=
'text-xlarge margin-right-5 adjustLetterSpace ng-binding ng-scope'
):
if span.text == 'AT&T Next Every Year℠':
contract_prices = div.findAll(
'div',
class_=
'attGray text-cramped text-xlarge text-nowrap pad-bottom-10'
)
scraped_postpaid_price.onetime_price = contract_prices[
0].text.replace("$", "").strip()
scraped_postpaid_price.monthly_price = contract_prices[
1].text.replace("$",
"").replace("Monthly",
"").strip()
if span.text == 'No annual contract':
no_contract_prices = div.findAll(
'div',
class_=
'attGray text-cramped text-xlarge text-nowrap pad-bottom-10'
)
scraped_postpaid_price.retail_price = no_contract_prices[
0].text.replace(',', '').replace("$",
"").strip()
else:
for div in device_soup.findAll(
'div', class_='row-fluid-nowrap posRel margin-top-5'):
for span in div.findAll(
'span',
class_=
'text-xlarge margin-right-5 adjustLetterSpace ng-binding ng-scope'
):
if span.text == 'No annual contract':
no_contract_prices = div.findAll(
'div',
class_=
'attOrange text-cramped text-xlarge text-nowrap pad-bottom-10'
)
scraped_postpaid_price.retail_price = no_contract_prices[
0].text.replace("$", "").strip()
remove_postpaid_duplicate(scraped_postpaid_price.provider,
scraped_postpaid_price.device,
scraped_postpaid_price.storage,
scraped_postpaid_price.date)
add_postpaid_to_database(scraped_postpaid_price.provider,
scraped_postpaid_price.device,
scraped_postpaid_price.storage,
scraped_postpaid_price.monthly_price,
scraped_postpaid_price.onetime_price,
scraped_postpaid_price.retail_price,
scraped_postpaid_price.contract_ufc,
scraped_postpaid_price.url,
scraped_postpaid_price.date,
scraped_postpaid_price.time)
button_number += 1
driver.quit()
def ver_scrape_postpaid_tablet_prices():
# headless Chrome
chrome_options = Options()
chrome_options.add_argument("--headless")
chrome_options.add_argument("--window-size=1920x1080")
chrome_driver = os.getcwd() + "\\chromedriver.exe"
driver = webdriver.Chrome(chrome_options=chrome_options,
executable_path=chrome_driver)
driver.implicitly_wait(5)
# go to website
driver.get("https://www.verizonwireless.com/tablets/")
time.sleep(10)
html = driver.page_source
soup = BeautifulSoup(html, "html.parser")
# make object
scraped_postpaid_price = ScrapedPostpaidPrice()
# hardcoded variables
scraped_postpaid_price.provider = 'verizon'
scraped_postpaid_price.date = datetime.date.today()
scraped_postpaid_price.time = datetime.datetime.now().time()
# get device names and links from the tablet landing page
for device in soup.findAll(
'div',
class_=
'cursorPointer pad15 onlySidePad tile background_supporting border_CC'
):
device_contents = device.find('a')
scraped_postpaid_price.device = brandparser(device_contents.text)
if scraped_postpaid_price.device.find("pre-owned") != -1:
continue
scraped_postpaid_price.url = 'https://www.verizonwireless.com' + device_contents[
"href"]
promo_text = device.find('div', class_='offer-text').text
if promo_text != '':
add_scraped_promotions_to_database(
scraped_postpaid_price.provider, scraped_postpaid_price.device,
'0', 'device landing page', promo_text,
scraped_postpaid_price.url, scraped_postpaid_price.date,
scraped_postpaid_price.time)
# go to url
driver.get(scraped_postpaid_price.url)
time.sleep(5)
html = driver.page_source
device_soup = BeautifulSoup(html, "html.parser")
site_title = device_soup.find_all("title")
if not site_title or site_title[0] == "<title></title>":
continue
else:
# select each device size
size_button_pad = device_soup.find(
'div', class_='displayFlex rowNoWrap priceSelectorRow')
size_buttons = size_button_pad.findAll(
'div',
class_=
'grow1basis0 priceSelectorColumn radioGroup positionRelative')
for size_button_number in range(1, len(size_buttons) + 1):
# record new device size
scraped_postpaid_price.storage = size_buttons[
size_button_number - 1].text.replace('GB', '')
# remove popup before clicking
try:
driver.find_element_by_xpath(
'//*[@id="tile_container"]/div[1]/div[2]/div/div/div[2]/div/div/div[2]/div[2]/div/div['
+ str(size_button_number) + ']/div/div/p').click()
except WebDriverException:
driver.find_element_by_link_text('×').click()
driver.find_element_by_xpath(
'//*[@id="tile_container"]/div[1]/div[2]/div/div/div[2]/div/div/div[2]/div[2]/div/div['
+ str(size_button_number) + ']/div/div/p').click()
# click on different storage size to show device size-specific promos
time.sleep(2)
html = driver.page_source
device_soup = BeautifulSoup(html, "html.parser")
values_list = device_soup.findAll('div', class_='sizePad')
scraped_postpaid_price.monthly_price = monthly_price_parser(
values_list[-3].text)
scraped_postpaid_price.contract_ufc = contract_ufc_parser(
values_list[-2].text.replace(',', ''))
scraped_postpaid_price.retail_price = retail_price_parser(
values_list[-1].text.replace(',', ''))
# remove storage from device name if it is in it
if scraped_postpaid_price.storage in scraped_postpaid_price.device:
scraped_postpaid_price.device = scraped_postpaid_price.device.replace(
scraped_postpaid_price.storage + 'gb', '')
remove_postpaid_duplicate(scraped_postpaid_price.provider,
scraped_postpaid_price.device,
scraped_postpaid_price.storage,
scraped_postpaid_price.date)
add_postpaid_to_database(scraped_postpaid_price.provider,
scraped_postpaid_price.device,
scraped_postpaid_price.storage,
scraped_postpaid_price.monthly_price,
scraped_postpaid_price.onetime_price,
scraped_postpaid_price.retail_price,
scraped_postpaid_price.contract_ufc,
scraped_postpaid_price.url,
scraped_postpaid_price.date,
scraped_postpaid_price.time)
ver_scrape_postpaid_promotions(device_soup, driver,
scraped_postpaid_price.url,
scraped_postpaid_price.device,
scraped_postpaid_price.storage)
driver.close()
if not items[skuItem]["devicePageURL"]:
print("no devicePageURL")
continue
scraped_postpaid_price.storage = items[skuItem]["size"]
if scraped_postpaid_price.storage in sizes:
continue
else:
sizes.append(scraped_postpaid_price.storage)
print(items[skuItem]["model"])
scraped_postpaid_price.device = items[skuItem]["model"]
if manufacturer != "Samsung" and manufacturer != "Apple" and manufacturer != "Motorola":
scraped_postpaid_price.device = manufacturer + " " + scraped_postpaid_price.device
scraped_postpaid_price.url = "https://www.att.com" + items[skuItem]["devicePageURL"]
for price in items[skuItem]["priceList"]:
if price["leaseTotalMonths"] == 24:
scraped_postpaid_price.monthly_price = price["dueMonthlyLeasePrice"]
scraped_postpaid_price.retail_price = price["noCommitmentTermPrice"]
scraped_postpaid_price.onetime_price = price["dueTodayLease"]
print(scraped_postpaid_price.provider, scraped_postpaid_price.device,
scraped_postpaid_price.storage, scraped_postpaid_price.monthly_price,
scraped_postpaid_price.onetime_price, scraped_postpaid_price.retail_price,
scraped_postpaid_price.contract_ufc, scraped_postpaid_price.url,
scraped_postpaid_price.date, scraped_postpaid_price.time)
# remove_postpaid_duplicate(scraped_postpaid_price.provider, scraped_postpaid_price.device,
# scraped_postpaid_price.storage, scraped_postpaid_price.date)