Web Scraping 실습3

• Selenium 설치

!conda install selenium

!pip install selenium

import selenium

from selenium import webdriver

• Selenium 기본 동작

#browser = webdriver.Chrome("./chromedriver.exe")
browser = webdriver.Chrome()

browser.get("http://naver.com")

browser.back()

browser.forward()

browser.refresh()

elem = browser.find_element_by_id("query")
#elem = browser.find_element_by_name("query")

elem.send_keys("파이썬")

from selenium.webdriver.common.keys import Keys

elem.send_keys(Keys.ENTER)

elem = browser.find_element_by_tag_name("a")

elem.get_attribute("href")

'https://search.naver.com/search.naver?where=nexearch&sm=top_sug.pre&fbm=1&acr=9&acq=%ED%8C%8C%EC%9D%B4%EC%8D%AC&qdt=0&ie=utf8&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC#lnb'

elem = browser.find_elements_by_tag_name("a")
elem

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 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="75a14949-1fdc-4ff4-9661-f2474a4e29d6")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="177d1e49-0e0c-4045-8cab-82171ae04357")>,
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 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="fb51dbf8-5b6a-403f-91eb-cbc2be3a850a")>,
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 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="29b304ca-cbab-415d-96e4-a26c33e3a110")>,
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 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="f1124484-02a3-4606-9d67-ed4ceb876180")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="442e39db-4e89-414f-89b0-6b83066085c5")>,
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 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="0b783f61-b55d-4cf1-ba09-e73a5b08e2c1")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="f79516f2-cdfb-41ca-9ec2-9d46d901d89f")>,
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 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="783951b8-0598-46fc-821b-3ea4a7380701")>,
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 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="7051c332-8e70-492c-b7f0-387186fef6e1")>,
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 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="d79ef558-988c-4929-a2db-80ee15487618")>,
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 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="191fd644-6624-4f3e-80b2-826a7725e934")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="e7d16bac-8538-4238-a215-402dcac29862")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="9f918860-32b0-426a-9941-4fc093251092")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="ab48a704-c383-40a3-8a67-54c85b127a0a")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="4840a0ae-d14f-47bb-ab7e-d58020b42f47")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="dbad645f-f9a8-4791-98ea-f358ce7533da")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="a68ac033-a6a3-4c79-bf3d-9d34987b31c4")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="fa47dffa-4f5d-4ebb-9712-ec8ea7cb3a7e")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="3acbdea6-0117-4f54-b032-e782c3290d4b")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="fcb3b423-7c0f-49a0-991a-5617cd74634f")>,
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 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="a1f084eb-cd27-47a0-82db-30678295fbac")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="5729a58f-5015-40a2-bffe-40689fa855ac")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="6de3cc03-972e-43d9-9460-2378aa38cc57")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="e6b97c77-f90b-4c3c-be3e-5a13eb36e6a7")>,
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 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="7f234de7-da1f-41a3-96ce-c07010b6378c")>,
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 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="f80f7f3b-d1e8-4476-9f0f-81bf91e8ed0c")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="c76288c8-4fd8-4710-8072-e47b3f4d4f95")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="3e03de61-3b46-4b77-8225-ab2968ee4926")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="628eca49-d52f-4969-8559-440b19a5bd66")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="d2125833-8a1a-44ab-9440-c3a83532c1c5")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="db017794-1c5a-4fb6-a562-b511f19db327")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="da6ee953-b8e1-4f76-9fe2-3c8a1676752e")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="9bc633af-cdb3-49f2-bc2f-99f5c07f7e60")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="14c3e244-fbb9-411f-a828-741643ad515f")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="fb15825b-71f9-450d-930e-fe648b268b2e")>,
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 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="3294a55a-77cf-4064-93d6-116adc0e3fbe")>,
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 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="4e5ac740-3213-4e80-b8b6-47f286508258")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="0f1ae80c-47fe-4438-830a-d18d51bf7247")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="086187fb-c5dc-42de-8f3b-df951902ee80")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="b692a9a4-1a4b-4ebd-8cc5-9c9720e33a92")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="3df05827-202c-407f-9f3d-fbd54a1d57ae")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="c79534cf-b761-45eb-80ea-fabeb5345fca")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="9cdf4db1-5b3e-4bd0-823b-48b4b2d784e1")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="b573e0d6-cdea-4934-9b2a-080f271a15d5")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="3eb8bcf8-1cd7-4649-a354-1ffb89fed4b6")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="eb10bcc5-2fd6-4b92-883d-9bc51bb2b726")>,
 <selenium.webdriver.remote.webelement.WebElement (session="7dc93c2fe42c9cae1d02e6840d7fc6de", element="000644fb-4ccf-4bb1-a5ef-ee0274e806dd")>]

for e in elem:
    print(e.get_attribute("href"))

https://search.naver.com/search.naver?where=nexearch&sm=top_sug.pre&fbm=1&acr=9&acq=%ED%8C%8C%EC%9D%B4%EC%8D%AC&qdt=0&ie=utf8&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC#lnb
https://search.naver.com/search.naver?where=nexearch&sm=top_sug.pre&fbm=1&acr=9&acq=%ED%8C%8C%EC%9D%B4%EC%8D%AC&qdt=0&ie=utf8&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC#content
https://www.naver.com/
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https://kin.naver.com/search/one2oneLink?dirId=10402&docId=393495506&answerNo=1
https://kin.naver.com/search/profileLink?dirId=10402&docId=393495506&answerNo=1
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https://search.naver.com/search.naver?where=nexearch&sm=top_sug.pre&fbm=1&acr=9&acq=%ED%8C%8C%EC%9D%B4%EC%8D%AC&qdt=0&ie=utf8&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC#
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https://search.naver.com/search.naver?where=nexearch&sm=top_sug.pre&fbm=1&acr=9&acq=%ED%8C%8C%EC%9D%B4%EC%8D%AC&qdt=0&ie=utf8&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC#
https://keep.naver.com/
https://kin.naver.com/qna/detail.nhn?d1id=1&dirId=111&docId=390610582&qb=7YyM7J207I2s&enc=utf8&section=kin.ext&rank=2&search_sort=0&spq=0
https://kin.naver.com/search/one2oneLink?dirId=111&docId=390610582&answerNo=2
https://kin.naver.com/search/profileLink?dirId=111&docId=390610582&answerNo=2
https://kin.naver.com/qna/detail.nhn?d1id=1&dirId=111&docId=390610582&qb=7YyM7J207I2s&enc=utf8&section=kin.ext&rank=2&search_sort=0&spq=0
https://search.naver.com/search.naver?where=kin&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC&nso=so%3Ar%2Ca%3Aall%2Cp%3Aall&sm=tab_nmr
https://search.naver.com/search.naver?where=nexearch&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC+%EC%97%84%EC%A2%85%EB%AC%B8&sm=tab_co1
https://www.nicebizinfo.com/ep/EP0100M002GE.nice?kiscode=IT4365&siteid=NAVER
javascript:;
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https://help.naver.com/support/alias/search/integration/integration_10.naver
https://search.naver.com/search.naver?where=nexearch&sm=top_sug.pre&fbm=1&acr=9&acq=%ED%8C%8C%EC%9D%B4%EC%8D%AC&qdt=0&ie=utf8&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC#
https://help.naver.com/support/alias/search/integration/integration_11.naver
https://search.naver.com/search.naver?where=nexearch&sm=top_sug.pre&fbm=1&acr=9&acq=%ED%8C%8C%EC%9D%B4%EC%8D%AC&qdt=0&ie=utf8&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC#
None
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https://search.naver.com/search.naver?display=15&f=&filetype=0&page=2&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC&research_url=&sm=tab_pge&start=1&where=web
https://search.naver.com/search.naver?display=15&f=&filetype=0&page=3&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC&research_url=&sm=tab_pge&start=16&where=web
https://search.naver.com/search.naver?display=15&f=&filetype=0&page=4&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC&research_url=&sm=tab_pge&start=31&where=web
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https://help.naver.com/support/alias/search/word/word_1.naver
https://help.naver.com/support/alias/search/word/word_2.naver
https://search.naver.com/search.naver?where=nexearch&sm=top_sug.pre&fbm=1&acr=9&acq=%ED%8C%8C%EC%9D%B4%EC%8D%AC&qdt=0&ie=utf8&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC#
https://search.naver.com/search.naver?where=nexearch&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC+%EB%8F%85%ED%95%99&ie=utf8&sm=tab_she&qdt=0
https://search.naver.com/search.naver?where=nexearch&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC+%EC%9E%90%EA%B2%A9%EC%A6%9D&ie=utf8&sm=tab_she&qdt=0
https://search.naver.com/search.naver?where=nexearch&query=python&ie=utf8&sm=tab_she&qdt=0
https://search.naver.com/search.naver?where=nexearch&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC+%EC%B1%85+%EC%B6%94%EC%B2%9C&ie=utf8&sm=tab_she&qdt=0
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https://search.naver.com/search.naver?where=nexearch&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC+%EB%8B%A4%EC%9A%B4%EB%A1%9C%EB%93%9C&ie=utf8&sm=tab_she&qdt=0
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https://m.news.naver.com/covid19/index.nhn
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https://search.naver.com/search.naver?where=nexearch&sm=top_sug.pre&fbm=1&acr=9&acq=%ED%8C%8C%EC%9D%B4%EC%8D%AC&qdt=0&ie=utf8&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC#
https://www.naver.com/more.html
https://policy.naver.com/policy/service.html
https://policy.naver.com/policy/privacy.html
https://help.naver.com/support/alias/search/integration/integration_1.naver
https://www.navercorp.com/

browser.get("http://daum.net")

elem = browser.find_element_by_id("q")
#elem = browser.find_element_by_name("q")

elem.send_keys("파이썬")

elem = browser.find_element_by_xpath("//*[@id='daumSearch']/fieldset/div/div/button[2]")

elem.click()

browser.close()

browser.quit()

• 네이버 로그인

import time
from selenium import webdriver

browser = webdriver.Chrome()

# 1. 네이버 이동
browser.get("http://naver.com")

# 2. 로그인 버튼
elem = browser.find_element_by_class_name("link_login")
elem.click()

# 3. id, pw 입력
elem = browser.find_element_by_id("id")
elem.send_keys("my_id")
time.sleep(3)

elem = browser.find_element_by_id("pw")
elem.send_keys("my_pw")
#browser.find_element_by_id("pw").send_keys("my_pw")
time.sleep(3)

# 4. 로그인 버튼 클릭
elem = browser.find_element_by_id("log.login")
elem.click()
# browser.find_element_by_id("log.login").click()

# 5. 페이지 소스 보기
print(browser.page_source)
time.sleep(3)

# 6. 브라우저 종료
browser.quit()

• 다음 로그인

import time
from selenium import webdriver

browser = webdriver.Chrome()

# 1. 다음 이동
browser.get("http://daum.net")

# 2. 로그인 버튼 클릭
elem = browser.find_element_by_class_name("link_login")
elem.click()

# 3. id 입력
browser.find_element_by_name("id").clear()
browser.find_element_by_name("id").send_keys("my_id")
time.sleep(3)

# 4. pw 입력
browser.find_element_by_name("pw").clear()
browser.find_element_by_name("pw").send_keys("my_pw")
time.sleep(3)

# 5. 로그인 버튼 클릭
#browser.find_element_by_id("loginBtn").click()
browser.find_element_by_xpath("//*[@id='loginBtn']").click()
time.sleep(3)

# 6. 브라우저 종료
browser.close()

• 네이버 항공권 검색

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 import webdriver

browser = webdriver.Chrome()
#browser.maximize_window()

# 1. 네이버 항공권 예매 사이트
url = "https://flight.naver.com/flights/"
browser.get(url)

# 2. 가는날/오는날 선택
browser.find_element_by_link_text("가는날 선택").click()

# 가는날/오는날 선택 (이번달 27, 28)
browser.find_elements_by_link_text("27")[0].click()
browser.find_elements_by_link_text("28")[0].click()

# # 가는날/오는날 선택 (다음달 27, 28)
# browser.find_elements_by_link_text("27")[1].click()
# browser.find_elements_by_link_text("28")[1].click()

# # 가는날/오는날 선택 (이번달 27, 다음달 28)
# browser.find_elements_by_link_text("27")[0].click()
# browser.find_elements_by_link_text("28")[1].click()

# 3. 제주도 선택
browser.find_element_by_xpath("//*[@id='recommendationList']/ul/li[1]/div/span").click()

# 4. 항공권 검색
browser.find_element_by_link_text("항공권 검색").click()

# 5. 검색 기다리기
elem = WebDriverWait(browser, 10).until(EC.presence_of_element_located((By.XPATH, "//*[@id='content']/div[2]/div/div[4]/ul/li[1]")))

# 6. 결과 출력하기
print(elem.text)

# 7. Browser 종료
browser.close()

에어서울
출발지
GMP
06:00
도착지
CJU
07:00
총 소요시간
01시간 00분
특가석
편도 37,200원
편도 36,200원 (네이버페이 1,000원 적립)
성인이벤트혜택

• 구글 무비

# 구글 무비 사이트/인기챠트 데이터 확인
import requests
from bs4 import BeautifulSoup

url = "https://play.google.com/store/movies/top"

headers = {"User-Agent" : "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36 Edg/91.0.864.67"}
res = requests.get(url, headers = headers)
res.raise_for_status()

soup = BeautifulSoup(res.text, "lxml")

movies = soup.find_all("div", {"class" : "Vpfmgd"})
print(len(movies))

for movie in movies:
    print(movie.find("div", {"class" : "WsMG1c nnK0zc"}).get_text())

10
Nobody
콰이어트 플레이스 (자막판)
Cruella
어벤져스 : 엔드게임 (자막판)
캐시트럭
Godzilla vs. Kong
어벤져스 : 인피니티 워 (자막판)
너의 이름은. (자막판)
Tenet
The Croods: A New Age

실습 : 구글 무비 사이트

• 스크롤된 모든 데이터에 대해
• 가격 할인된 영화만 출력하기
• 출력 양식 : 영화 제목, 할인 전 가격, 할인 후 가격, 링크

# 스크롤 통해 전체 데이터 가져오기
from selenium import webdriver
import re

browser = webdriver.Chrome()
browser.maximize_window()

url = "https://play.google.com/store/movies/top"
browser.get(url)

#browser.execute_script("window.scrollTo(0, 1080)")

# # height를 알아오는 java script 실행
# height = browser.execute_script("return document.body.scrollHeight")

# # 실제 scroll 하는 java script 실행
# browser.execute_script("window.scrollTo(0, document.body.scrollHeight)")

prev_height = browser.execute_script("return document.body.scrollHeight")
while True:
    browser.execute_script("window.scrollTo(0, document.body.scrollHeight)")
    time.sleep(2)
    curr_height = browser.execute_script("return document.body.scrollHeight")    
    if curr_height == prev_height:    
        break    
    prev_height = curr_height
    
print("스크롤 완료")

soup = BeautifulSoup(browser.page_source, "lxml")
#print(soup.prettify())

movies = soup.find_all("div", {"class" : "Vpfmgd"})
print(len(movies))


for movie in movies:
    # 영화 이름
    title = movie.find("div", {"class" : "WsMG1c nnK0zc"}).get_text()
    
    # 할인 전 가격
    original_price = movie.find("span", {"class" : "SUZt4c djCuy"})
    if original_price:
        original_price = original_price.get_text()
    else:
        continue
        
    # 할인 후 가격
    price = movie.find("span", {"class" : "VfPpfd ZdBevf i5DZme"}).get_text()
    
    # 링크
    link = movie.find("a", {"class" : "JC71ub"})["href"]
    
    p=re.compile('(http|www)')
    if p.match(link):
        pass
    else:
        link = "https://play.google.com" + link
        
    print(f"제목 : {title}")
    print(f"할인 전 가격 : {original_price}")
    print(f"할인 후 가격 : {price}")
    print(f"링크 : ", link)
    print("-" * 100)
    
browser.quit()        

스크롤 완료
200
제목 : 스파이더맨: 파 프롬 홈 (자막판)
할인 전 가격 : ₩1,800
할인 후 가격 : ₩900
링크 :  https://play.google.com/store/movies/details/%EC%8A%A4%ED%8C%8C%EC%9D%B4%EB%8D%94%EB%A7%A8_%ED%8C%8C_%ED%94%84%EB%A1%AC_%ED%99%88_%EC%9E%90%EB%A7%89%ED%8C%90?id=zsehQ83TtjI
----------------------------------------------------------------------------------------------------
제목 : 마크맨
할인 전 가격 : ₩7,000
할인 후 가격 : ₩5,000
링크 :  https://play.google.com/store/movies/details/%EB%A7%88%ED%81%AC%EB%A7%A8?id=4IfZtOlXxuA.P
----------------------------------------------------------------------------------------------------
제목 : 내가 죽기를 바라는 자들
할인 전 가격 : ₩14,900
할인 후 가격 : ₩9,900
링크 :  https://play.google.com/store/movies/details/%EB%82%B4%EA%B0%80_%EC%A3%BD%EA%B8%B0%EB%A5%BC_%EB%B0%94%EB%9D%BC%EB%8A%94_%EC%9E%90%EB%93%A4?id=Urp3ar5o70g.P
----------------------------------------------------------------------------------------------------
제목 : 삼국지: 무신 조자룡
할인 전 가격 : ₩10,000
할인 후 가격 : ₩5,000
링크 :  https://play.google.com/store/movies/details/%EC%82%BC%EA%B5%AD%EC%A7%80_%EB%AC%B4%EC%8B%A0_%EC%A1%B0%EC%9E%90%EB%A3%A1?id=BliyeZrAeRc.P
----------------------------------------------------------------------------------------------------
제목 : 더 스파이
할인 전 가격 : ₩10,000
할인 후 가격 : ₩4,500
링크 :  https://play.google.com/store/movies/details/%EB%8D%94_%EC%8A%A4%ED%8C%8C%EC%9D%B4?id=rD0h6sSPMNA.P
----------------------------------------------------------------------------------------------------
제목 : 워 위드 그랜파
할인 전 가격 : ₩5,000
할인 후 가격 : ₩2,500
링크 :  https://play.google.com/store/movies/details/%EC%9B%8C_%EC%9C%84%EB%93%9C_%EA%B7%B8%EB%9E%9C%ED%8C%8C?id=Yv2LXpPWoXo.P
----------------------------------------------------------------------------------------------------
제목 : 라이더스 오브 저스티스
할인 전 가격 : ₩10,000
할인 후 가격 : ₩7,000
링크 :  https://play.google.com/store/movies/details/%EB%9D%BC%EC%9D%B4%EB%8D%94%EC%8A%A4_%EC%98%A4%EB%B8%8C_%EC%A0%80%EC%8A%A4%ED%8B%B0%EC%8A%A4?id=Kq5hvBpcYA8.P
----------------------------------------------------------------------------------------------------
제목 : 해리포터 시리즈 완결 패키지
할인 전 가격 : ₩36,000
할인 후 가격 : ₩18,900
링크 :  https://play.google.com/store/movies/details/%ED%95%B4%EB%A6%AC%ED%8F%AC%ED%84%B0_%EC%8B%9C%EB%A6%AC%EC%A6%88_%EC%99%84%EA%B2%B0_%ED%8C%A8%ED%82%A4%EC%A7%80?id=DsVgRu5dDdY
----------------------------------------------------------------------------------------------------
제목 : 어니스트 씨프
할인 전 가격 : ₩4,500
할인 후 가격 : ₩2,500
링크 :  https://play.google.com/store/movies/details/%EC%96%B4%EB%8B%88%EC%8A%A4%ED%8A%B8_%EC%94%A8%ED%94%84?id=Yu_uZoDZHHE.P
----------------------------------------------------------------------------------------------------

• headless chrome

# 스크롤 통해 전체 데이터 가져오기
from selenium import webdriver
import re

# browser 실행하지 않는 옵션
options = webdriver.ChromeOptions()
options.headless = True
options.add_argument("window-size=1920x1080")

browser = webdriver.Chrome(options=options)
browser.maximize_window()

url = "https://play.google.com/store/movies/top"
browser.get(url)

#browser.execute_script("window.scrollTo(0, 1080)")

# # height를 알아오는 java script 실행
# height = browser.execute_script("return document.body.scrollHeight")

# # 실제 scroll 하는 java script 실행
# browser.execute_script("window.scrollTo(0, document.body.scrollHeight)")

prev_height = browser.execute_script("return document.body.scrollHeight")
while True:
    browser.execute_script("window.scrollTo(0, document.body.scrollHeight)")
    time.sleep(2)
    curr_height = browser.execute_script("return document.body.scrollHeight")    
    if curr_height == prev_height:    
        break    
    prev_height = curr_height
    
print("스크롤 완료")

soup = BeautifulSoup(browser.page_source, "lxml")
#print(soup.prettify())

movies = soup.find_all("div", {"class" : "Vpfmgd"})
print(len(movies))


for movie in movies:
    # 영화 이름
    title = movie.find("div", {"class" : "WsMG1c nnK0zc"}).get_text()
    
    # 할인 전 가격
    original_price = movie.find("span", {"class" : "SUZt4c djCuy"})
    if original_price:
        original_price = original_price.get_text()
    else:
        continue
        
    # 할인 후 가격
    price = movie.find("span", {"class" : "VfPpfd ZdBevf i5DZme"}).get_text()
    
    # 링크
    link = movie.find("a", {"class" : "JC71ub"})["href"]
    
    p=re.compile('(http|www)')
    if p.match(link):
        pass
    else:
        link = "https://play.google.com" + link
        
    print(f"제목 : {title}")
    print(f"할인 전 가격 : {original_price}")
    print(f"할인 후 가격 : {price}")
    print(f"링크 : ", link)
    print("-" * 100)
    
browser.quit()        

스크롤 완료
200
제목 : 스파이더맨: 파 프롬 홈 (자막판)
할인 전 가격 : ₩1,800
할인 후 가격 : ₩900
링크 :  https://play.google.com/store/movies/details/%EC%8A%A4%ED%8C%8C%EC%9D%B4%EB%8D%94%EB%A7%A8_%ED%8C%8C_%ED%94%84%EB%A1%AC_%ED%99%88_%EC%9E%90%EB%A7%89%ED%8C%90?id=zsehQ83TtjI
----------------------------------------------------------------------------------------------------
제목 : 마크맨
할인 전 가격 : ₩7,000
할인 후 가격 : ₩5,000
링크 :  https://play.google.com/store/movies/details/%EB%A7%88%ED%81%AC%EB%A7%A8?id=4IfZtOlXxuA.P
----------------------------------------------------------------------------------------------------
제목 : 내가 죽기를 바라는 자들
할인 전 가격 : ₩14,900
할인 후 가격 : ₩9,900
링크 :  https://play.google.com/store/movies/details/%EB%82%B4%EA%B0%80_%EC%A3%BD%EA%B8%B0%EB%A5%BC_%EB%B0%94%EB%9D%BC%EB%8A%94_%EC%9E%90%EB%93%A4?id=Urp3ar5o70g.P
----------------------------------------------------------------------------------------------------
제목 : 삼국지: 무신 조자룡
할인 전 가격 : ₩10,000
할인 후 가격 : ₩5,000
링크 :  https://play.google.com/store/movies/details/%EC%82%BC%EA%B5%AD%EC%A7%80_%EB%AC%B4%EC%8B%A0_%EC%A1%B0%EC%9E%90%EB%A3%A1?id=BliyeZrAeRc.P
----------------------------------------------------------------------------------------------------
제목 : 더 스파이
할인 전 가격 : ₩10,000
할인 후 가격 : ₩4,500
링크 :  https://play.google.com/store/movies/details/%EB%8D%94_%EC%8A%A4%ED%8C%8C%EC%9D%B4?id=rD0h6sSPMNA.P
----------------------------------------------------------------------------------------------------
제목 : 워 위드 그랜파
할인 전 가격 : ₩5,000
할인 후 가격 : ₩2,500
링크 :  https://play.google.com/store/movies/details/%EC%9B%8C_%EC%9C%84%EB%93%9C_%EA%B7%B8%EB%9E%9C%ED%8C%8C?id=Yv2LXpPWoXo.P
----------------------------------------------------------------------------------------------------
제목 : 라이더스 오브 저스티스
할인 전 가격 : ₩10,000
할인 후 가격 : ₩7,000
링크 :  https://play.google.com/store/movies/details/%EB%9D%BC%EC%9D%B4%EB%8D%94%EC%8A%A4_%EC%98%A4%EB%B8%8C_%EC%A0%80%EC%8A%A4%ED%8B%B0%EC%8A%A4?id=Kq5hvBpcYA8.P
----------------------------------------------------------------------------------------------------
제목 : 해리포터 시리즈 완결 패키지
할인 전 가격 : ₩36,000
할인 후 가격 : ₩18,900
링크 :  https://play.google.com/store/movies/details/%ED%95%B4%EB%A6%AC%ED%8F%AC%ED%84%B0_%EC%8B%9C%EB%A6%AC%EC%A6%88_%EC%99%84%EA%B2%B0_%ED%8C%A8%ED%82%A4%EC%A7%80?id=DsVgRu5dDdY
----------------------------------------------------------------------------------------------------
제목 : 어니스트 씨프
할인 전 가격 : ₩4,500
할인 후 가격 : ₩2,500
링크 :  https://play.google.com/store/movies/details/%EC%96%B4%EB%8B%88%EC%8A%A4%ED%8A%B8_%EC%94%A8%ED%94%84?id=Yu_uZoDZHHE.P
----------------------------------------------------------------------------------------------------

• 구글 이미지 검색

실습 :
각 이미지를 클릭했을 때 보이는 원본 이미지를 다운 받기

from selenium import webdriver
import time
import urllib.request

browser = webdriver.Chrome()
browser.maximize_window()

url = "https://www.google.co.kr/imghp?hl=ko"
browser.get(url)

elem = browser.find_element_by_name("q")
elem.send_keys("딸기")
elem.submit()

prev_height = browser.execute_script("return document.body.scrollHeight")
while True:
    browser.execute_script("window.scrollTo(0, document.body.scrollHeight)")
    time.sleep(2)
    curr_height = browser.execute_script("return document.body.scrollHeight")    
    if curr_height == prev_height:    
        break    
    prev_height = curr_height
    
print("스크롤 완료")

images = browser.find_elements_by_css_selector(".rg_i.Q4LuWd")
count = 1

for image in images:
    image.click()
    time.sleep(2)
    imgUrl = browser.find_element_by_css_selector(".n3VNCb").get_attribute("src")
    
    urllib.request.urlretrieve(imgUrl, str(count) + ".jpg")
    count = count + 1
    if count > 10:
        break;
time.sleep(2)
browser.close()

스크롤 완료



---------------------------------------------------------------------------

ElementClickInterceptedException          Traceback (most recent call last)

<ipython-input-285-15cbafc3011f> in <module>
     29 
     30 for image in images:
---> 31     image.click()
     32     time.sleep(2)
     33     imgUrl = browser.find_element_by_css_selector(".n3VNCb").get_attribute("src")


~\Anaconda3\lib\site-packages\selenium\webdriver\remote\webelement.py in click(self)
     78     def click(self):
     79         """Clicks the element."""
---> 80         self._execute(Command.CLICK_ELEMENT)
     81 
     82     def submit(self):


~\Anaconda3\lib\site-packages\selenium\webdriver\remote\webelement.py in _execute(self, command, params)
    631             params = {}
    632         params['id'] = self._id
--> 633         return self._parent.execute(command, params)
    634 
    635     def find_element(self, by=By.ID, value=None):


~\Anaconda3\lib\site-packages\selenium\webdriver\remote\webdriver.py in execute(self, driver_command, params)
    319         response = self.command_executor.execute(driver_command, params)
    320         if response:
--> 321             self.error_handler.check_response(response)
    322             response['value'] = self._unwrap_value(
    323                 response.get('value', None))


~\Anaconda3\lib\site-packages\selenium\webdriver\remote\errorhandler.py in check_response(self, response)
    240                 alert_text = value['alert'].get('text')
    241             raise exception_class(message, screen, stacktrace, alert_text)
--> 242         raise exception_class(message, screen, stacktrace)
    243 
    244     def _value_or_default(self, obj, key, default):


ElementClickInterceptedException: Message: element click intercepted: Element <img src="data:image/jpeg;base64,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" data-deferred="1" class="rg_i Q4LuWd" jsname="Q4LuWd" width="270" height="180" alt="효자 설화의 '단골손님' 겨울 딸기 - 데일리 푸드앤메드" data-iml="1672.2999997138977" data-atf="true"> is not clickable at point (139, 90). Other element would receive the click: <span class="hIOe2">...</span>
  (Session info: chrome=91.0.4472.124)