How to scrape multiple data points that pop up after mouseover event? - python

I am trying to scrape data from the following website:
https://prisjagt.dk/lyd-billede/horetelefoner-tilbehor/hovedtelefoner/apple-airpods-pro-2nd-generation-2022--p7054034
I would like to scrape data from the graph in the upper right called "Prishistorik", but the data only appears when hovering the mouse over specific points on the graph.
Using the code below, I managed to get one output. However, it seems that every point on the chart has the same xpath, so how can I scrape all the different dates and corresponding prices across the chart?
Thanks in advance for any help!
from selenium.webdriver.common.by import By
from selenium.common.exceptions import TimeoutException
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver import ActionChains
from selenium import webdriver
chrome_options = webdriver.ChromeOptions()
chrome_options.add_argument("start-maximized")
chrome_options.add_experimental_option("excludeSwitches", ["enable-automation"])
chrome_options.add_experimental_option('useAutomationExtension', False)
DRIVER_PATH = r'd:\8278\Downloads\chromedriver.exe'
browser = webdriver.Chrome(options=chrome_options, executable_path=DRIVER_PATH)
browser.get("https://prisjagt.dk/lyd-billede/horetelefoner-tilbehor/hovedtelefoner/apple-airpods-pro-2nd-generation-2022--p7054034")
browser.maximize_window()
explicit_wait20 = WebDriverWait(browser, 20)
try:
prices = explicit_wait20.until(EC.visibility_of_all_elements_located((By.CSS_SELECTOR, '#root > div > section > div.Content-sc-2fu3f8-2.hybPGh > div.PageContent-sc-1wgu331-5.fbKCSg > div > div > div > div:nth-child(4) > div.StyledViewport-sc-7zjdbj-0.iDfoDl > header > div.ProductSummary-sc-16x82tr-1.cfOOAp > div.PriceHistoryLinkWrapper-sc-yn9z6-0.iQTEhC > a > div > div > div.PriceHistoryWrapper-sc-1yjg8cb-3.ejhsba > div > svg > g:nth-child(3) > rect')))
except TimeoutException:
browser.refresh()
data = []
for p in prices:
# Execute mouseover on the element
ActionChains(browser).move_to_element(p).perform()
mouseover = WebDriverWait(browser, 5).until(EC.visibility_of_element_located((By.XPATH, '//*[#id="root"]/div/section/div[2]/div[2]/div/div/div/div[3]/div[1]/header/div[4]/div[1]/a/div/div/div[2]/div/div')))
data.append(mouseover.text)
print(data[0])


In your case you don't even need to use selenium to find the price history. You can use requests, calling graphql endpoint with some parameters gives you a list of price history under data['product']['statistics']['nodes'].
See example call.

Related

Trouble displaying links using python selenium

I'm trying to display a list of links that I parsed, it displays 1, when deriving a variable linkvideo2 I get the result in the form of the first link to the video. Maybe you can't use CSS_SELECTOR with a loop?)
from selenium import webdriver
from selenium.webdriver.common.by import By
from selenium.webdriver.common.keys import Keys
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.firefox.options import Options
from selenium.webdriver.support import expected_conditions as EC
import time
name = 'hello world'
profile_path = r"C:/Users/Федорчик/Desktop"
options=Options()
options.set_preference('profile', profile_path)
driver = webdriver.Firefox(options=options)
#driver = webdriver.Firefox(r"C:/Users/Федорчик/Desktop")
driver.get('https://www.youtube.com')
id_serth = driver.find_element(By.NAME, "search_query")
id_serth.send_keys(name)
button_serth = driver.find_element(By.ID, "search-icon-legacy")
time.sleep(4)
button_serth.click()
time.sleep(4)
button_filtr = driver.find_element(By.CLASS_NAME ,"ytd-toggle-button-renderer")
button_filtr.click()
time.sleep(4)
button_filtrtode=driver.find_element(By.CLASS_NAME, "ytd-search-filter-renderer")
button_filtrtode.click()
time.sleep(4)
urltek = driver.current_url
linkvideo2 = driver.find_elements(By.CSS_SELECTOR, 'ytd-video-renderer.style-scope:nth-child(1) > div:nth-child(1) > div:nth-child(2) > div:nth-child(1) > div:nth-child(1) > h3:nth-child(1) > a:nth-child(2)')
links=[]
for i in linkvideo2:
links.append(i.get_attribute('href'))
print(len(links))
print (urltek)
Answer:
1
https://www.youtube.com/results?search_query=hello+world&sp=EgIIAQ%253D%253D
I will be very grateful for your help

better find by ID
linkvideo2 = driver.find_elements(By.ID, 'video-title')
links=[]
for i in linkvideo2:
links.append(i.get_attribute('href'))
print(len(links))
print(urltek)
print(links)
output of "links" will be something like this:
[None, None, None, None, None, 'https://www.youtube.com/shorts/uXMjlXBW_fg', 'https://www.youtube.com/watch?v=s0a7AWgo6CY', 'https://www.youtube.com/watch?v=SEgOG1fZwoM', 'https://www.youtube.com/watch?v=XXFdprzIxvc', 'https://www.youtube.com/watch?v=82YAs_viROM', 'https://www.youtube.com/watch?v=IgRObNaGhAg', 'https://www.youtube.com/watch?v=sFLPNXJU4KY', 'https://www.youtube.com/watch?v=64Wo6zQDgQ0', 'https://www.youtube.com/watch?v=SpvI9648RrU', 'https://www.youtube.com/watch?v=wUw-rh97fso', 'https://www.youtube.com/watch?v=C7XDmQsf1-A', 'https://www.youtube.com/watch?v=3md7eviZC_Y', 'https://www.youtube.com/watch?v=wklkXDhb6MQ', 'https://www.youtube.com/watch?v=82wxikm2CwI', 'https://www.youtube.com/watch?v=D1DVUYcE43A', 'https://www.youtube.com/watch?v=MvFgCJqpxWI', 'https://www.youtube.com/shorts/8cfy5DjIS10', 'https://www.youtube.com/watch?v=5RV3unTmyTA', 'https://www.youtube.com/watch?v=Sjgee-HCCxs', 'https://www.youtube.com/watch?v=vUGQsCQNUgs']

Python Selenium Path not found

I have wrote the code
import os
from webdriver_manager.chrome import ChromeDriverManager
import time
from selenium import webdriver
from selenium.webdriver.chrome.options import Options
from selenium.webdriver.common.keys import Keys
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
options = Options()
options.add_argument('--ignore-certificate-errors')
options.add_argument('--start-maximized')
options.page_load_strategy = 'eager'
driver = webdriver.Chrome(options=options)
url = "https://www.moneycontrol.com/india/stockpricequote/chemicals/tatachemicals/TC"
driver.get(url)
try:
wait = WebDriverWait(driver, 10)
except Exception:
driver.send_keys(Keys.CONTROL +'Escape')
driver.find_element_by_link_text("Bonus").click()
try:
wait = WebDriverWait(driver, 5)
except Exception:
driver.send_keys(Keys.CONTROL +'Escape')
for i in range(0, 50):
bonus_month = driver.find_element_by_xpath ("//*[#class= 'mctable1.thborder.frtab']/tbody/tr[%s]/td[1]"%(i))
print(bonus_month.text)
bonus = driver.find_element_by_xpath ("//*[#class= 'mctable1.thborder.frtab']/tbody/tr[%s]/td[1]"%(i))
print(bonus.text)
This gives me error
no such element: Unable to locate element: {"method":"xpath","selector":"//*[#class= 'mctable1.thborder.frtab']/tbody/tr[0]/td[1]"}
Element on the page:
Where I am making mistake in finding Exbonus and Ratio?

First use the clickable method from the expected conditions to check that the element is clickable within given time to just make sure it is operational.
Once the click action performed on the bonus link the table takes some time to finishes loading. In meantime selenium tries to fetch the table content and fails to get it. So again add wait for the element to load and then grab the table using Xpath and iterate over the rows of the table. -
WebDriverWait(driver, 10).until(EC.element_to_be_clickable((By.XPATH, "//ul[#id='corporation_tab']//a[#href='#ca_bonus']")))
driver.find_element_by_link_text("Bonus").click()
WebDriverWait(driver, 10).until(EC.element_to_be_clickable((By.XPATH, "//tbody[#id='id_b']/tr")))
tableRows = driver.find_elements_by_xpath('//tbody[#id="id_b"]/tr')
print(tableRows)
for i in tableRows:
AnnouncementDate = i.find_element_by_xpath('td[1]').text
exbonus = i.find_element_by_xpath('td[2]').text
ratio = i.find_element_by_xpath('td[3]').text
print(AnnouncementDate + " \t\t " + exbonus + " \t\t " + ratio)
This returns me the output -
You will need following extra import -
from selenium.webdriver.support import expected_conditions as EC

This partially will solve your issue with locators:
1 To find Ex-Bonus use css selector: #id_b>tr>td:nth-of-type(2)
2 To find ratio use also css selector, #id_b>tr>td:nth-of-type(3)
To iterante use:
#id_b>tr:nth-of-type(x)>td:nth-of-type(3)
where x is the number of row.
For example, #id_b>tr:nth-of-type(1)>td:nth-of-type(3) will give you text with ratio 3:5
If you avoid avoid using #id_b, this locator will not be unique.
Instead of range function I'd use find_elements_by_css_selector. Try following:
rows = driver.find_elements_by_css_selector("#id_b>tr")
for row in rows:
bonus = row.find_element_by_css_selector("td:nth-of-type(2)").text
ratio = row.find_element_by_css_selector("td:nth-of-type(3)").text
There are only 5 of this elements on the page. I'll have to click See More.

how to get product price from different size selenium python

I want to scrape product information from this page . This product have three different size and price will be change if I select different size from drop-down section. Right now my scraper only can scrape default price after first time initially page load which is 35 for 1kg. How I will scrape price for 500g and 250g. here is my code:
from selenium import webdriver
from selenium.webdriver.chrome.options import Options
from selenium.webdriver.common.by import By
#argument for incognito Chrome
#argument for incognito Chrome
option = Options()
option.add_argument("--incognito")
browser = webdriver.Chrome(options=option)
browser.get("https://boutique.cafebarista.ca/products/cremone?variant=18033418797121")
product_title = browser.find_element_by_xpath('//h1[#class="product-name"]')
long_description = browser.find_element_by_xpath('//div[#class="product-landing-container"]')
price=browser.find_element_by_xpath('//div[#class="product-btn-price ProductPrice"]')
print(product_title.text,long_description.text,price.text)
browser.quit()

With .find_elements_by_css_selector you can get each text without clicking the weight drop down first, this is the selector I mean:
nav[id="w-dropdown-list-16"] > a > div
And you can also click on each of these elements using .execute_script
Try following code:
driver.get('https://boutique.cafebarista.ca/products/autentico?variant=18033459331137')
weight_list = driver.find_elements_by_css_selector('nav[id="w-dropdown-list-16"] > a > div')
for weight in weight_list:
driver.execute_script('arguments[0].click();', weight)
price = driver.find_element_by_id('ProductPrice').text
print(weight.get_attribute('innerHTML') +' ' +price)

Try below solution
from selenium.webdriver.common.action_chains import ActionChains
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import WebDriverWait
from selenium import webdriver
browser = webdriver.Chrome(executable_path=r"C:\New folder\chromedriver.exe")
browser.maximize_window()
wait = WebDriverWait(browser, 20)
browser.get("https://boutique.cafebarista.ca/products/cremone?variant=18033418797121")
kg_button=browser.find_element_by_xpath("//div[#id='w-dropdown-toggle-16']")
kg_button.click()
list =wait.until(EC.presence_of_all_elements_located((By.XPATH, "//nav[#id='w-dropdown-list-16']//a")))
kg_button.click()
for element in list:
kg_button.click()
actionChains = ActionChains(browser)
actionChains.move_to_element(element).click().perform()
price = browser.find_element_by_xpath("//div[#id='ProductPrice']")
print product_title.text
print element.text
print price.text
browser.quit()

Extracting Reviews of one particular app from Google Play Store using Selenium Python

from time import sleep
from webbrowser import Chrome
import selenium
from bs4 import BeautifulSoup as bsoup
import pandas as pd
from selenium import webdriver
class FindByXpathCss():
def test(self):
baseUrl = "https://play.google.com/store/apps/details?
id=com.delta.mobile.android&hl=en_US&showAllReviews=true"
driver = webdriver.Chrome("F:\\Chrome-webdriver\\chromedriver")
driver.maximize_window()
driver.get(baseUrl)
Here I need to click on one button (Full review) to view the full review text.
fullReviewbtn = driver.find_element_by_css_selector('#fcxH9b > div.WpDbMd > c-wiz > div >
div.ZfcPIb > div > div.JNury.Ekdcne > div > div > div.W4P4ne > div:nth-child(2) > div >
div:nth-child(2) > div > div.d15Mdf.bAhLNe > div.UD7Dzf > span:nth-child(1) > div >
button').click()
sleep(1)
Here we are reading that full review text using an xpath, but I wish to read all other reviews of
the app, around 1200 reviews for this app alone. I wish to know how can i iterate it using for
loop here.
elementByXpath = driver.find_element_by_xpath('//*
[#id="fcxH9b"]/div[4]/c-wiz/div/div[2]/div/div[1]/div/div/div[1]/div[2]/div/div[2]/div/div[2]/div[2]').text
if elementByXpath is not None:
print("We found an element using Xpath")
#Review = elementByXpath.get_attribute("Review")
print(elementByXpath)
driver.close()
ff = FindByXpathCss()
ff.test()

import time
from selenium import webdriver
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.common.by import By
from selenium.common.exceptions import TimeoutException
class FindByXpathCss():
driver = webdriver.Chrome(executable_path=r"C:\New folder\chromedriver.exe")
driver.maximize_window()
baseUrl = "https://play.google.com/store/apps/details?id=com.delta.mobile.android&hl=en_US&showAllReviews=true"
driver.get(baseUrl)
scrolls = 15
while True:
scrolls -= 1
driver.execute_script("window.scrollTo(0, document.body.scrollHeight)")
time.sleep(3)
if scrolls < 0:
break
elemtn = WebDriverWait(driver, 30).until(
EC.element_to_be_clickable((By.XPATH, "//span[contains(#class,'RveJvd snByac')]")))
elemtn.click()
scrolls = 5
while True:
scrolls -= 1
driver.execute_script("window.scrollTo(0, document.body.scrollHeight)")
time.sleep(3)
if scrolls < 0:
break
elemtn = WebDriverWait(driver, 30).until(
EC.element_to_be_clickable((By.XPATH, "//span[contains(#class,'RveJvd snByac')]")))
elemtn.click()
reviewText = WebDriverWait(driver, 30).until(
EC.presence_of_all_elements_located((By.XPATH, "//*[#class='UD7Dzf']")))
# reviewText = driver.find_elements_by_xpath("//*[#class='UD7Dzf']")
for textreview in reviewText:
print textreview.text

How can I get Chrome webdriver latest content after ajax based data load on it

I'm facing an issue on chrome webdriver selenium is not giving me updated content, it showing me previous content but actually after click on next page link the new data append into browser but when I get through driver it gives me as previous.
the site link is: www.abc.com
my goal is extract all job link. but I'm unable to do it please help me in this regard.
job_links = []
per_page = 9
total_jobs = int(driver.find_element_by_css_selector(".search-results-count.total-jobs").text.split("(")[1].split(")")[0])
total_pages = math.ceil(total_jobs / per_page)
for x in range(1, total_pages):
print("Page number: ", x)
jobs_on_page = ""
time.sleep(5)
jobs_on_page = driver.find_elements_by_xpath("//div[#class='module job-card-wrapper col-md-4 col-xs-12 col-sm-6 corporate-regular background-white']")
for job in jobs_on_page:
print("job is:", job)
job_link = job.find_element_by_xpath("./a").get_attribute('href').split("%")[0]
job_links.append(job_link)
# if x != (total_pages - 1):
print("Hello Page: ", x)
element = driver.find_element_by_xpath(
"//div[#class='reinvent-pagination-next']//span[#class='arrow cta-arrow']")
webdriver.ActionChains(driver).move_to_element(element).click(element).perform()
# self.wait.until(EC.element_to_be_clickable((By.XPATH, "//div[#class='reinvent-pagination-next']//span[#class='arrow cta-arrow']"))).click()
time.sleep(10)"
it gives me repetitively first page job links however my page changes in webdriver.

Induce WebDriverWait() and visibility_of_all_elements_located() and following css selector to get all the links.
Use infinite while loop and check for next button available using try..except
Code:
from selenium import webdriver
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.common.by import By
from selenium.webdriver.chrome.options import Options
options = Options()
options.add_argument("start-maximized")
options.add_experimental_option("excludeSwitches", ["enable-automation"])
options.add_experimental_option('useAutomationExtension', False)
driver = webdriver.Chrome(options=options)
driver.get("https://www.boom.com")
Alllinks=[]
while True:
elements=WebDriverWait(driver, 20).until(EC.visibility_of_all_elements_located((By.CSS_SELECTOR, "div.module > a[data-linkcomponentname='jobsearchblock']")))
for link in elements:
Alllinks.append(link.get_attribute('href'))
try :
next_btn=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,'//a[#class="next-page-btn"]')))
driver.execute_script("arguments[0].click();", next_btn)
except:
break
time.sleep(1)
print('Total links :' + str(len(Alllinks)))
print(Alllinks)
Output:
Total links :90
['https://www.boom.com/ca-en/careers/jobdetails?id=00728259_en&title=Sales+Capture+Lead+%e2%80%93+Large-Scale+Consulting%2c+Technology+and+Operations+Sales', 'https://www.boom.com/ca-en/careers/jobdetails?id=00778020_en&title=Business+Operations+Manager', 'https://www.boom.com/ca-en/careers/jobdetails?id=00804572_en&title=Test+Automation+Engineer', 'https://www.boom.com/ca-en/careers/jobdetails?id=00780841_en&title=Consulting+Senior+Manager%2c+Automotive', 'https://www.boom.com/ca-en/careers/jobdetails?id=00788609_en&title=Senior+Integration+Architect', 'https://www.boom.com/ca-en/careers/jobdetails?id=00788884_en&title=E2E+Senior+Tester', 'https://www.boom.com/ca-en/careers/jobdetails?id=00739145_en&title=Oracle+Project+Portfolio+Management+Cloud+Consultant', 'https://www.boom.com/ca-en/careers/jobdetails?id=00777973_en&title=Executive+Assistant', 'https://www.boom.com/ca-en/careers/jobdetails?id=00756315_en&title=Azure+Consultant', 'https://www.boom.com/ca-en/careers/jobdetails?id=00798395_en&title=Technology+Delivery+Lead+Manager', 'https://www.boom.com/ca-en/careers/jobdetails?id=00783770_en&title=SAP+Customer+Manager', 'https://www.boom.com/ca-en/careers/jobdetails?id=00780180_en&title=Oracle+Cloud+integration+Architect', 'https://www.boom.com/ca-en/careers/jobdetails?id=00740026_en&title=Smart+Spend+Manager', 'https://www.boom.com/ca-en/careers/jobdetails?id=00765639_en&title=Hybris+Architect%2fDevelopment+Lead', 'https://www.boom.com/ca-en/careers/jobdetails?id=00765637_en&title=Hybris+Senior+Developer', 'https://www.boom.com/ca-en/careers/jobdetails?id=00801716_en&title=Senior+Cloud+Native+Architect', 'https://www.boom.com/ca-en/careers/jobdetails?id=00762181_en&title=Smart+Spend+Consultant', 'https://www.boom.com/ca-en/careers/jobdetails?id=00752420_en&title=Senior+Cloud+Architect', 'https://www.boom.com/ca-en/careers/jobdetails?id=00785832_en&title=Digital+Technology+Consulting+Senior+Manager', 'https://www.boom.com/ca-en/careers/jobdetails?id=00736712_en&title=Azure+Data+Architect+Manager', 'https://www.boom.com/ca-en/careers/jobdetails?id=00742724_en&title=Client+Financial+Management+Analyst', 'https://www.boom.com/ca-en/careers/jobdetails?id=00789817_en&title=SAP+Sourcing%2fProcurement+Manager', 'https://www.boom.com/ca-en/careers/jobdetails?id=00791760_en&title=SAP+HCM+Manager+-+H%26PS', 'https://www.boom.com/ca-en/careers/jobdetails?id=00782632_en&title=Workday+Integration+Senior+Analyst', 'https://www.boom.com/ca-en/careers/jobdetails?id=00775896_en&title=SAP+SCM+Manager', 'https://www.boom.com/ca-en/careers/jobdetails?id=00752413_en&title=Red+Hat+OpenShift+Cloud+Architect', 'https://www.boom.com/ca-en/careers/jobdetails?id=00759225_en&title=Cloud+Application+Architect', 'https://www.boom.com/ca-en/careers/jobdetails?id=00797835_en&title=SAP+S%2f4+HANA+EAM+Manager', 'https://www.boom.com/ca-en/careers/jobdetails?id=00778099_en&title=Front+Desk+Assistant%2fReception', 'https://www.boom.com/ca-en/careers/jobdetails?id=00734569_en&title=SAP+Payroll+Consultant', 'https://www.boom.com/ca-en/careers/jobdetails?id=00747056_en&title=SAP+Ariba+Delivery+Manager', 'https://www.boom.com/ca-en/careers/jobdetails?id=00684615_en&title=Solutions+Architect%2fManager', 'https://www.boom.com/ca-en/careers/jobdetails?id=00740979_en&title=SAP+IBP+Manager', 'https://www.boom.com/ca-en/careers/jobdetails?id=00594586_en&title=Sales+Capture%2c+Senior+Manager+(Application+Services)', 'https://www.boom.com/ca-en/careers/jobdetails?id=00752409_en&title=Sr+Implementation+Specialist', 'https://www.boom.com/ca-en/careers/jobdetails?id=00784403_en&title=Senior+Technical+Consultant', 'https://www.boom.com/ca-en/careers/jobdetails?id=00778080_en&title=Marketing+Campaign+Manager', 'https://www.boom.com/ca-en/careers/jobdetails?id=00786043_en&title=Microservices%2fJava+Spring+Boot+Developer', 'https://www.boom.com/ca-en/careers/jobdetails?id=00774712_en&title=SAP+S%2f4+Finance+Consultant+-+SAP+Technology', 'https://www.boom.com/ca-en/careers/jobdetails?id=00756729_en&title=SAP+Delivery+Lead+-+SAP+Technology', 'https://www.boom.com/ca-en/careers/jobdetails?id=00758527_en&title=Management+Consulting+Manager+%e2%80%93+Utilities+T%26D+(Toronto)', 'https://www.boom.com/ca-en/careers/jobdetails?id=00789288_en&title=SAP+Finance+Manager+-+Health+and+Public+Services+Sector', 'https://www.boom.com/ca-en/careers/jobdetails?id=00789286_en&title=SAP+Finance+Consultant+-+Health+and+Public+Services+Sector', 'https://www.boom.com/ca-en/careers/jobdetails?id=00752355_en&title=Oracle+Cloud+SCM+Consutant', 'https://www.boom.com/ca-en/careers/jobdetails?id=00733096_en&title=Oracle+Cloud+-+Order+To+Cash+Functional+Consultant', 'https://www.boom.com/ca-en/careers/jobdetails?id=00782656_en&title=Sr+Oracle+Projects+Lead', 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