I'm trying to scrape data from a webpage on gamespot using beautifulsoup. However, the result is very different than what I get from the page source viewer. First off, alot of errors are produced. For instance, we have
r = requests.get(link)
soup = bs4.BeautifulSoup(r.text)
And yet soup.title gives
<title>404: Not Found - GameSpot</title>.
The data I actually want to scrape does not even appear. Is it because the webpage contains javascript alongside ? If so how can I get around this ?
You're only sending a HTTP request to the server. You need to process Javascript to get the content.
A headless browser with Javascript support, like Ghost, it'd be a good choice.
from ghost import Ghost
ghost = Ghost()
ghost.open(link)
page, resources = ghost.evaluate('document.documentElement.innerHTML;')
soup = BeautifulSoup(page)
.evaluate('document.documentElement.innerHTML') will show the dynamically generated content, not the static you'd see taking a look at the source.
Your connection error is: socket.error: [Errno 54] Connection reset by peer
When your first time connect to http://www.gamespot.com
you must catch cookie and use it for other pages in header of response.
Related
Sorry for a Noob question.... I have written a code which searches google for an image stored locally on my computer. I accomplished this using the requests module. I want to scrape the result page for information about the image but request module never fetches the entire page. It only fetches a part of it and thus I am not able to scrape the website for results
import requests
import webbrowser
from bs4 import BeautifulSoup
filePath = "C:\\Users\\mjjha\\Documents\\Checkrow\\monaLisa.jpg"
searchUrl = 'http://www.google.com/searchbyimage/upload'
multipart = {'encoded_image': (filePath, open(filePath, 'rb')), 'image_content': ''}
response = requests.post(searchUrl, files=multipart, allow_redirects=False)
fetchUrl = response.headers['Location']
r=requests.get(fetchUrl)
webbrowser.open(fetchUrl)
soup=BeautifulSoup(r.content,'html.parser')
head=soup.find_all('a')
for i in head:
print(i['href'])
The web page looks like this:
but when I scrape it for anchor tag links using beautiful soup I get the following result:
http://www.google.co.in/imghp?hl=en&tab=wi
http://maps.google.co.in/maps?hl=en&tab=wl
https://play.google.com/?hl=en&tab=w8
http://www.youtube.com/?gl=IN&tab=w1
https://news.google.com/?tab=wn
https://mail.google.com/mail/?tab=wm
https://drive.google.com/?tab=wo
https://www.google.co.in/intl/en/about/products?tab=wh
http://www.google.co.in/history/optout?hl=en
/preferences?hl=en
https://accounts.google.com/ServiceLogin?hl=en&passive=true&continue=http://www.google.hr/webhp%3Ftbs%3Dsbi:AMhZZisFTqPOZmEYpGB89rRLg4R4TfmF3WVQ_1gHEFiENQ8wbYqQq7-KsJUE5KuuxvINd0hFo10EMmP4RzWvOBvRxmsHZ7vm6etW-I36-QfCwmwir1NawORzsWZJffCnSwTpdts39mmQ1EfkcH0R8eGsiJ4_1Xw9DA_1C9mqLpChwRYdgOT-oFNcpt2O25Zhmo6ouG2XA5ZelCbKAChT4DJfGz0TXphXB_1dGEluDV6R_15n42URKCX5Q1zIqR6_16CR0rgXBphz95FMrETLqtPURRbAaWzauYisnSk6jF_1T5GbuoJKHtqThXevhogUSW9ERfZr5vbbWI6DA9c&ec=GAZAAQ
/search?ie=UTF-8&q=Anne+Frank&oi=ddle&ct=236393864&hl=en-GB&si=AC1wQDDagiMg03ncxeOQZbwVe-CJxRCchC-jr2hCPTxjc9wbgOxFdg4PkIAWeA8WhyCLGGzkibRoi5B84SONt2NaUNMtZff0HVDXAtNUKeMfxbgImvSIzyY%3D&sa=X&ved=0ahUKEwjT1qipk8f4AhUCTmwGHZy2BLcQPQgD
/advanced_search?hl=en-IN&authuser=0
http://www.google.hr/setprefs?sig=0_jZL2NlEWh9JZhydIGUbq3LjMUs0%3D&hl=hr&source=homepage&sa=X&ved=0ahUKEwjT1qipk8f4AhUCTmwGHZy2BLcQ2ZgBCAU
http://www.google.hr/setprefs?sig=0_jZL2NlEWh9JZhydIGUbq3LjMUs0%3D&hl=hi&source=homepage&sa=X&ved=0ahUKEwjT1qipk8f4AhUCTmwGHZy2BLcQ2ZgBCAY
http://www.google.hr/setprefs?sig=0_jZL2NlEWh9JZhydIGUbq3LjMUs0%3D&hl=bn&source=homepage&sa=X&ved=0ahUKEwjT1qipk8f4AhUCTmwGHZy2BLcQ2ZgBCAc
http://www.google.hr/setprefs?sig=0_jZL2NlEWh9JZhydIGUbq3LjMUs0%3D&hl=te&source=homepage&sa=X&ved=0ahUKEwjT1qipk8f4AhUCTmwGHZy2BLcQ2ZgBCAg
http://www.google.hr/setprefs?sig=0_jZL2NlEWh9JZhydIGUbq3LjMUs0%3D&hl=mr&source=homepage&sa=X&ved=0ahUKEwjT1qipk8f4AhUCTmwGHZy2BLcQ2ZgBCAk
http://www.google.hr/setprefs?sig=0_jZL2NlEWh9JZhydIGUbq3LjMUs0%3D&hl=ta&source=homepage&sa=X&ved=0ahUKEwjT1qipk8f4AhUCTmwGHZy2BLcQ2ZgBCAo
http://www.google.hr/setprefs?sig=0_jZL2NlEWh9JZhydIGUbq3LjMUs0%3D&hl=gu&source=homepage&sa=X&ved=0ahUKEwjT1qipk8f4AhUCTmwGHZy2BLcQ2ZgBCAs
http://www.google.hr/setprefs?sig=0_jZL2NlEWh9JZhydIGUbq3LjMUs0%3D&hl=kn&source=homepage&sa=X&ved=0ahUKEwjT1qipk8f4AhUCTmwGHZy2BLcQ2ZgBCAw
http://www.google.hr/setprefs?sig=0_jZL2NlEWh9JZhydIGUbq3LjMUs0%3D&hl=ml&source=homepage&sa=X&ved=0ahUKEwjT1qipk8f4AhUCTmwGHZy2BLcQ2ZgBCA0
http://www.google.hr/setprefs?sig=0_jZL2NlEWh9JZhydIGUbq3LjMUs0%3D&hl=pa&source=homepage&sa=X&ved=0ahUKEwjT1qipk8f4AhUCTmwGHZy2BLcQ2ZgBCA4
/intl/en/ads/
http://www.google.co.in/services/
/intl/en/about.html
http://www.google.hr/setprefdomain?prefdom=US&sig=K_fWA_BOpuaXy87gYOc9cg4jE6KwU%3D
/intl/en/policies/privacy/
/intl/en/policies/terms/
PS C:\Users\mjjha\Documents\Checkrow> python -u "c:\Users\mjjha\Documents\Checkrow\1.py"
http://www.google.co.in/imghp?hl=en&tab=wi
http://maps.google.co.in/maps?hl=en&tab=wl
https://play.google.com/?hl=en&tab=w8
http://www.youtube.com/?gl=IN&tab=w1
https://news.google.com/?tab=wn
https://mail.google.com/mail/?tab=wm
https://drive.google.com/?tab=wo
https://www.google.co.in/intl/en/about/products?tab=wh
http://www.google.co.in/history/optout?hl=en
/preferences?hl=en
https://accounts.google.com/ServiceLogin?hl=en&passive=true&continue=http://www.google.hr/webhp%3Ftbs%3Dsbi:AMhZZiuVpzNQ_10ZbUunarcxtcBADLP2GPHTlIiPAtNpsOezRg48a1S4ofT8Df9C4NRT_1PzMk4baDStlOQGRp2okPHCALA5TvLodRqGj_1Q9_19KWykusySDjQNkbi67Ob6Kx7LZ0ybQ59c9mvyda27CBq8_19XutgXXgl4hGCLdXX9M3Od0WI9BckSHxv_1zajCMhKj1XaLKl9p7T9S0hfQbyZs4zQNcudXEk_1y3Zle6anU1rmSpEdpeCXC6r_1HnTnTLAtYWQlVFVF6QuCT8W5djGXGXwTjQH7NgkXnOi6q7v4F_1DqTVytnSAcBX6rc1eJFlXwIR2dzR73cs983mzb686VgOqUUNS1IG8w&ec=GAZAAQ
/search?ie=UTF-8&q=Anne+Frank&oi=ddle&ct=236393864&hl=en-GB&si=AC1wQDDagiMg03ncxeOQZbwVe-CJxRCchC-jr2hCPTxjc9wbgOxFdg4PkIAWeA8WhyCLGGzkibRoi5B84SONt2NaUNMtZff0HVDXAtNUKeMfxbgImvSIzyY%3D&sa=X&ved=0ahUKEwibiJivk8f4AhVaTmwGHenOD1wQPQgD
/advanced_search?hl=en-IN&authuser=0
http://www.google.hr/setprefs?sig=0_cvjNCWi4vNXxh56c1c4ZqxAqvrQ%3D&hl=hr&source=homepage&sa=X&ved=0ahUKEwibiJivk8f4AhVaTmwGHenOD1wQ2ZgBCAU
http://www.google.hr/setprefs?sig=0_cvjNCWi4vNXxh56c1c4ZqxAqvrQ%3D&hl=hi&source=homepage&sa=X&ved=0ahUKEwibiJivk8f4AhVaTmwGHenOD1wQ2ZgBCAY
http://www.google.hr/setprefs?sig=0_cvjNCWi4vNXxh56c1c4ZqxAqvrQ%3D&hl=bn&source=homepage&sa=X&ved=0ahUKEwibiJivk8f4AhVaTmwGHenOD1wQ2ZgBCAc
http://www.google.hr/setprefs?sig=0_cvjNCWi4vNXxh56c1c4ZqxAqvrQ%3D&hl=te&source=homepage&sa=X&ved=0ahUKEwibiJivk8f4AhVaTmwGHenOD1wQ2ZgBCAg
http://www.google.hr/setprefs?sig=0_cvjNCWi4vNXxh56c1c4ZqxAqvrQ%3D&hl=mr&source=homepage&sa=X&ved=0ahUKEwibiJivk8f4AhVaTmwGHenOD1wQ2ZgBCAk
http://www.google.hr/setprefs?sig=0_cvjNCWi4vNXxh56c1c4ZqxAqvrQ%3D&hl=ta&source=homepage&sa=X&ved=0ahUKEwibiJivk8f4AhVaTmwGHenOD1wQ2ZgBCAo
http://www.google.hr/setprefs?sig=0_cvjNCWi4vNXxh56c1c4ZqxAqvrQ%3D&hl=gu&source=homepage&sa=X&ved=0ahUKEwibiJivk8f4AhVaTmwGHenOD1wQ2ZgBCAs
http://www.google.hr/setprefs?sig=0_cvjNCWi4vNXxh56c1c4ZqxAqvrQ%3D&hl=kn&source=homepage&sa=X&ved=0ahUKEwibiJivk8f4AhVaTmwGHenOD1wQ2ZgBCAw
http://www.google.hr/setprefs?sig=0_cvjNCWi4vNXxh56c1c4ZqxAqvrQ%3D&hl=ml&source=homepage&sa=X&ved=0ahUKEwibiJivk8f4AhVaTmwGHenOD1wQ2ZgBCA0
http://www.google.hr/setprefs?sig=0_cvjNCWi4vNXxh56c1c4ZqxAqvrQ%3D&hl=pa&source=homepage&sa=X&ved=0ahUKEwibiJivk8f4AhVaTmwGHenOD1wQ2ZgBCA4
/intl/en/ads/
http://www.google.co.in/services/
/intl/en/about.html
http://www.google.hr/setprefdomain?prefdom=US&sig=K_d19wKMnK5qQH_fmlL2YBuhhR_BE%3D
/intl/en/policies/privacy/
/intl/en/policies/terms/
PS C:\Users\mjjha\Documents\Checkrow> python -u "c:\Users\mjjha\Documents\Checkrow\1.py"
http://www.google.co.in/imghp?hl=en&tab=wi
http://maps.google.co.in/maps?hl=en&tab=wl
https://play.google.com/?hl=en&tab=w8
http://www.youtube.com/?gl=IN&tab=w1
https://news.google.com/?tab=wn
https://mail.google.com/mail/?tab=wm
https://drive.google.com/?tab=wo
https://www.google.co.in/intl/en/about/products?tab=wh
http://www.google.co.in/history/optout?hl=en
/preferences?hl=en
https://accounts.google.com/ServiceLogin?hl=en&passive=true&continue=http://www.google.hr/webhp%3Ftbs%3Dsbi:AMhZZiu1U_1mLzDh7oSZSFpNdcot7N84lXExmiJp6LMIJ1NO2PHle7mcBr72CTgX45DTbkkF8yfhvT0GATXTIzgd--ayauOaI-gLvTa-DAeOAodk35Kz6mpzCzl8ly6YYdUbn2S5cCe35BP37ysxT-tSFbvtLPwovJuiNPmunzpk_1j0a88zkXOmb1tn3vfgXnb6IhaucZJIMZztSDOIljOiaSTIzhdQ1aSusETDAu3EMNnoWRaFWqzcUGHzIWuABI9gJkelzjDaV-aK4ilxQJhwGJnzuKNHDbJ4GSX33an2jIfssmwfoWZLFej_1V0Zijr2fuFqULhoAg2lku41nHNxHY1nI0gNU4M2Q&ec=GAZAAQ
/search?ie=UTF-8&q=Anne+Frank&oi=ddle&ct=236393864&hl=en-GB&si=AC1wQDDagiMg03ncxeOQZbwVe-CJxRCchC-jr2hCPTxjc9wbgOxFdg4PkIAWeA8WhyCLGGzkibRoi5B84SONt2NaUNMtZff0HVDXAtNUKeMfxbgImvSIzyY%3D&sa=X&ved=0ahUKEwj64PWzk8f4AhXqS2wGHdm9C0MQPQgD
/advanced_search?hl=en-IN&authuser=0
http://www.google.hr/setprefs?sig=0_S9cBw3JrMA0drw1wRsLp0wK1RFM%3D&hl=hr&source=homepage&sa=X&ved=0ahUKEwj64PWzk8f4AhXqS2wGHdm9C0MQ2ZgBCAU
http://www.google.hr/setprefs?sig=0_S9cBw3JrMA0drw1wRsLp0wK1RFM%3D&hl=hi&source=homepage&sa=X&ved=0ahUKEwj64PWzk8f4AhXqS2wGHdm9C0MQ2ZgBCAY
http://www.google.hr/setprefs?sig=0_S9cBw3JrMA0drw1wRsLp0wK1RFM%3D&hl=bn&source=homepage&sa=X&ved=0ahUKEwj64PWzk8f4AhXqS2wGHdm9C0MQ2ZgBCAc
http://www.google.hr/setprefs?sig=0_S9cBw3JrMA0drw1wRsLp0wK1RFM%3D&hl=te&source=homepage&sa=X&ved=0ahUKEwj64PWzk8f4AhXqS2wGHdm9C0MQ2ZgBCAg
http://www.google.hr/setprefs?sig=0_S9cBw3JrMA0drw1wRsLp0wK1RFM%3D&hl=mr&source=homepage&sa=X&ved=0ahUKEwj64PWzk8f4AhXqS2wGHdm9C0MQ2ZgBCAk
http://www.google.hr/setprefs?sig=0_S9cBw3JrMA0drw1wRsLp0wK1RFM%3D&hl=ta&source=homepage&sa=X&ved=0ahUKEwj64PWzk8f4AhXqS2wGHdm9C0MQ2ZgBCAo
http://www.google.hr/setprefs?sig=0_S9cBw3JrMA0drw1wRsLp0wK1RFM%3D&hl=gu&source=homepage&sa=X&ved=0ahUKEwj64PWzk8f4AhXqS2wGHdm9C0MQ2ZgBCAs
http://www.google.hr/setprefs?sig=0_S9cBw3JrMA0drw1wRsLp0wK1RFM%3D&hl=kn&source=homepage&sa=X&ved=0ahUKEwj64PWzk8f4AhXqS2wGHdm9C0MQ2ZgBCAw
http://www.google.hr/setprefs?sig=0_S9cBw3JrMA0drw1wRsLp0wK1RFM%3D&hl=ml&source=homepage&sa=X&ved=0ahUKEwj64PWzk8f4AhXqS2wGHdm9C0MQ2ZgBCA0
http://www.google.hr/setprefs?sig=0_S9cBw3JrMA0drw1wRsLp0wK1RFM%3D&hl=pa&source=homepage&sa=X&ved=0ahUKEwj64PWzk8f4AhXqS2wGHdm9C0MQ2ZgBCA4
/intl/en/ads/
http://www.google.co.in/services/
/intl/en/about.html
http://www.google.hr/setprefdomain?prefdom=US&sig=K_5Sxk31MIG7AiUTjwI71yoWFyO_E%3D
/intl/en/policies/privacy/
/intl/en/policies/terms/
The content fetched by requests module doesn't contain the full web page I don't know why. I want to scrape information in image ,anchor and h3 tags from the page using beautiful soup but its just not working out.
The main problem is Python Requests module doesn't render JavaScript. As a result, you are not getting the webpage you are supposed to get.
You are using a webbrowser module to view your URL where JavaScript is enabled, so you are getting the page as expected. But next, when you use the requests module to get the page, javascript stays disabled, and google doesn't let you render the page but instead redirects you to another page(Google Homepage). And there, you get different HTML resulting in no search results(you did in the first place).
IN 1 is the URL you are trying to hit, and 2 is the URL you are redirected to.
Look at the difference is google.com/webhp?tbs=sbi:AMhZZisX...
VS google.com/search?tbs=sbi:AMhZZisX...
The HTML of that page results in is this -
Always use the source HTML given by the requests module, which shows you the actual result.
As you can see, this is not the search result page.
So to reach your goal, try using Selenium.
I have a case where the raw page source code from the HTTP request contains some JSON data I need to capture - let's say <code id="data">{'some':'json'}</code>. But the JavaScript executes, processes it, and removes the data from the DOM so I can't see it in webdriver.page_source.
Any ideas how I can capture this? Or at least somehow disable/pause JavaScript, .get() the page, extract what I need from source_code and then re-enable/un-pause JavaScript?
I feel like this is a bit dirty but it works. I needed to use selenium for the first part. I then handed off to requests:
session = requests.Session()
for cookie in self.webdriver.get_cookies():
session.cookies.set(cookie['name'], cookie['value'])
response = session.get(self.webdriver.current_url).text
and simply wrote the contents to a temp file and then opened that with selenium:
response_file = utils.save_to_temp_file(response, extension='.html')
self.webdriver.get(f'file://{response_file}')`
I have a daily task at work to download some files from internal company website. The site requires a login. But the main url is something like:
https://abcd.com
But when I open that in the browser, it redirects to something like:
https://abcdGW/ln-eng.aspx?lang=eng&lnid=e69d5d-xxx-xxx-1111cef®l=en-US
My task normally is to open this site, login, click some links back and forth and download some files. This takes me 10 minutes everyday. But I wanna automate this using python. Using my basic knowledge I have written below code:
import urllib3
from bs4 import BeautifulSoup
import requests
import http
url = "https://abcd.com"
redirectURL = requests.get(url).url
jar = http.cookiejar.CookieJar(policy=None)
http = urllib3.PoolManager()
acc_pwd = {'datasouce': 'Data1', 'user':'xxxx', 'password':'xxxx'}
response = http.request('GET', redirectURL)
soup = BeautifulSoup(response.data)
r = requests.get(redirectURL, cookies=jar)
r = requests.post(redirectURL, cookies=jar, data=acc_pwd)
print ("RData %s" % r.text)
This shows that I am able to successfully login. The next step is something where i am stuck. On the page after login I have some links on left side, one of those I need to click. When I inspect them in Chrome, I see them as:
href="javascript:__doPostBack('myAppControl$menu_itm_proj11','')"><div class="menu-cell">
<img class="menu-image" src="images/LiteMenu/projects.png" style="border-width:0px;"><span class="menu-text">Projects</span> </div></a>
This is probably a javascript link. I need to click this, and then on new page another link, then another to download a file and back to the main page and do this all over again to download different files.
I would be grateful to anyone who can help or suggest.
Thanks to chris, I was able to complete this..
First using the request library I got the redirect url as:
redirectURL = requests.get(url).url
After that I use scrapy and selenium for click links and downloading files..
By adding selenium to the browser as add-in/plugin, it was quite simple.
noob here who just managed to be actively refused by the remote server. Too many connection attempts I suspect.
..and really, I should not be trying to connect every time I want to try some new code, so that got me to this question:
So, how can I grab everything off the page, and save it to file...and then just load the file offline to search for the fields I need.
I was in the process of testing the below code when I was Refused so I don't know what works - there are probably typos below :/
Could anyone please offer any suggestions or improvements.
print ("Get CSS elements from page")
parent_elements_css = driver.find_elements_by_css_selector("*")
driver.quit()
print ("Saving Parent_Elements to CSV")
with open('ReadingEggs_BookReviews_Dump.csv', 'w') as file:
file.write(parent_elements_css)
print ("Open CSV to Parents_Elements")
with open('ReadingEggs_BookReviews_Dump.csv', 'r') as file:
parent_elements_css = file
print ("Find the children of the Parent")
# Print stuff to screen to quickly find the css_selector 'codes'
# A bit brute force ish
for css in parent_elements_css:
print (css.text)
child_elements_span = parent_element.find_element_by_css_selector("span")
child_elements_class = parent_element.find_element_by_css_selector("class")
child_elements_table = parent_element.find_element_by_css_selector("table")
child_elements_tr = parent_element.find_element_by_css_selector("tr")
child_elements_td = parent_element.find_element_by_css_selector("td")
These other pages looked interesting:
python selenium xpath/css selector
Get all child elements
Locating Elements
xpath-partial-match-tr-id-with-python-selenium (ah cos I asked this one :D..but the answer by Sers is awesome)
My previous file save was using a dictionary and json...but I could not use it above because of this error: "TypeError: Object of type WebElement is not JSON serializable". I have not saved files before that.
You can get the html of the whole page via driver.page_source. You can then read from the html using beautiful soup so
from bs4 import BeautifulSoup
# navigate to page
html_doc = driver.page_source
soup = BeautifulSoup(html_doc, 'html.parser')
child_elements_span = soup.find_all('span')
child_elements_table = soup.find_all('table')
Here is a good documentation for parsing the html via BeautifulSoup https://www.crummy.com/software/BeautifulSoup/bs4/doc/
I'm trying to create a bot that checks for open classes, the webpage uses a cookie that is set when visiting the site. However I cant seem to replicate this using requests/sessions with my code.
What it's supposed to do:
visit link 1 (creates the cookie) (search page)
visit link 2 which includes the search terms in the URL (search results)
When done in browser, Link 2 should show the search results
Issue:
I can create the cookie visiting link 1
But cant use it with the link 2 that includes the search terms
this results in loading the same first link (search page)
Here is some sample code I have tried:
s = requests.Session()
# create the cookie using first link
r = s.get(url)
# r2 should be search results
r2 = s.post(urlWithSearchTerms, cookies=r.cookies)
# parse html etc, however loads wrong page
data = r2.text
soup = BeautifulSoup(data,"html.parser")
print(soup.prettify())
Instead of loading the search results, it still loads the first page.
I also tried including r.headers, using sessions.post(url), using without sessions etc..
How would I get python to load the second page?
Thanks!
you are sending an HTTP POST request where you should be sending a GET.
change this line:
r2 = s.post(urlWithSearchTerms, cookies=r.cookies)
to:
r2 = s.get(urlWithSearchTerms, cookies=r.cookies)