Python Selenium for getting the whole content of table in Reactjs - python-3.x

Question

I tried to scrape the content of table from wyscout.com, which seems that is built by Reacjs.
After log in, script selects the country(e.g. England), League(e.g. Premier League), Team(e.g. Arsenal). Here choose Stats tab.
Then, it shows the table to scrape the data. Even if there is a button to export a excel file, I want to scrape the content manually using selenium or beautifulsoup.
However, script gets only 18 rows even though the number of rows on the table is more than 100.
Please let me know the solution.
Thanks.
Here is my code.
from re import search
from selenium import webdriver
from bs4 import BeautifulSoup
import pandas as pd
import time
from selenium.webdriver.common.by import By
from selenium.webdriver.common.keys import Keys
from selenium.webdriver.support.select import Select
from selenium.webdriver.chrome.options import Options
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.common.by import By
import string
from selenium.webdriver.common.action_chains import ActionChains
from webdriver_manager.chrome import ChromeDriverManager
from bs4 import BeautifulSoup
# Load Chrome Browser
show_browser = True
options = Options()
# options.add_argument('--headless')
scraped_data = []
def bot_driver(url, user_name, user_password):
driver = webdriver.Chrome(ChromeDriverManager().install(), options=options)
driver.get(url)
driver.maximize_window()
time.sleep(2)
# Log in
# login = driver.find_element_by_xpath("//ul[#id='avia-menu']/li[5]/a")
# login.click()
time.sleep(10)
idd = driver.find_element_by_xpath("//input[#id='login_username']")
idd.send_keys(user_name)
passW = driver.find_element_by_xpath("//input[#id='login_password']")
passW.send_keys(user_password)
time.sleep(2)
submit = driver.find_element_by_xpath("//button[#id='login_button']")
submit.click()
time.sleep(10)
try:
force_login = driver.find_element_by_xpath("//button[#class='btn2_zFM sc-jDwBTQ cUKaFo -block3u2Qh -primary1dLZk']")
force_login.click()
print('force loging')
except :
print('force login error')
return driver
def select_country(driver, country_name):
# Specific Country
# country = WebDriverWait(driver, 30).until(EC.presence_of_element_located((By.XPATH, "//div[#commandsource='list#area_list#30']")))
# country = driver.find_element_by_xpath("//div[#commandsource='list#area_list#30']")
# All the countries
list_country = WebDriverWait(driver, 30).until(EC.presence_of_all_elements_located((By.XPATH, "//div[#id='detail_0_home_navy']/div[1]/div/div")))
time.sleep(3)
for entry in list_country:
if country_name == entry.text:
print('country click here')
entry.click()
return driver, 1
return driver, 0
def select_league(driver, league_name):
# Specific League
# league = driver.find_element_by_xpath("//div[#commandsource='list#competition_list#0']")
# All the leagues
list_league = driver.find_elements_by_xpath("//div[#id='detail_0_area_navy_0']/div[1]/div/div")
for entry in list_league:
if league_name == entry.text:
entry.click()
return driver, 1
return driver, 0
def select_team(driver, team_names):
# Specific Team
# team = driver.find_element_by_xpath("//div[#commandsource='list#team_list#0']")
flag_team = 0
list_team = driver.find_elements_by_xpath("//div[#id='detail_0_competition_navy_0']/div[1]/div/div")
for entry in list_team:
if entry.text in team_names:
flag_team = 1
print('selected team = ', entry.text)
entry.click()
time.sleep(2)
# Stats
stats = WebDriverWait(driver, 30).until(EC.presence_of_element_located((By.PARTIAL_LINK_TEXT, 'Stats')))
stats.click()
time.sleep(3)
WebDriverWait(driver,10).until(EC.visibility_of_element_located((By.XPATH, "//div[#id='detail_0_team_stats']/div/div/div/main/div[3]/div[2]/div/table")))
content_stats = driver.page_source
soup_stats = BeautifulSoup(content_stats, "html.parser")
table_stats = soup_stats.find('table', attrs={'class': 'teamstats__Index-module__table___1K93L teamstats__Index-module__with-opp___16Rp5'})
# print(table_stats)
tbody_stats = table_stats.find('tbody')
tr_stats = tbody_stats.find_all('tr')
print('number of tr = ', len(tr_stats))
# Return to team selection
back_team = WebDriverWait(driver, 30).until(EC.presence_of_element_located((By.XPATH, "//div[#id='detail_0_team_back']")))
back_team.click()
time.sleep(5)
if flag_team == 1:
return driver, 1
else:
return driver, 0
if __name__ == "__main__":
# User input
# Login - wyscout_url = 'https://wyscout.com/'
wyscout_url = 'https://platform.wyscout.com/app/?/'
wyscout_user_name = '' # username
wyscout_user_password = '' # password
wyscout_driver = bot_driver(wyscout_url, wyscout_user_name, wyscout_user_password)
time.sleep(10)
# Select a Country
country = 'England' # .upper()
wyscout_driver, succeed = select_country(wyscout_driver, country)
if succeed == 0:
print('NO country!')
time.sleep(7)
# Select a league
league = 'Premier League' # .upper()
wyscout_driver, succeed = select_league(wyscout_driver, league)
if succeed == 0:
print('NO League!')
time.sleep(7)
# Select team
team_options = ['Arsenal']
wyscout_driver, succeed = select_team(wyscout_driver, team_options)
time.sleep(7)
if succeed == 0:
print('NO Team!')
time.sleep(7)
print('!!!Wyscout END!!!')
# wyscout_driver.quit()

Answer 1

Finally I figured it out by myself.
Here is my solution.
# Scroll down
print('scroll down')
last_height = driver.execute_script("return arguments[0].scrollHeight;", table_stats)
time.sleep(3)
while True:
driver.execute_script("arguments[0].scrollBy(0,arguments[0].scrollHeight)", table_stats)
time.sleep(5)
new_height = driver.execute_script("return arguments[0].scrollHeight;", table_stats)
if new_height == last_height:
break
last_height = new_height
print('scroll end')