Python - Scraping Tables By Navigating Different Options In Drop Down List

I'm trying to scrape data from this site: https://www.koreabaseball.com/Record/Team/Hitter/Basic1.aspx The default year has been set as 2018 (the most recent year) by the website a

Solution 1:

from selenium import webdriver
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.webdriver.support.select import Select
from bs4 import BeautifulSoup as BSoup
url = "https://www.koreabaseball.com/Record/Team/Hitter/Basic1.aspx"
driver = webdriver.Chrome("/Applications/chromedriver")
year = 2017
driver.get(url)
element = WebDriverWait(driver, 10).until(
    EC.presence_of_element_located((By.XPATH, "//select[@name='ctl00$ctl00$ctl00$cphContents$cphContents$cphContents$ddlSeason$ddlSeason']/option[@value='"+str(year)+"']"))
)
element.click()
#its better to wait till some text has changed#but this will do for now


WebDriverWait(driver, 3).until(
    EC.text_to_be_present_in_element(
        (By.XPATH, "//select[@name='ctl00$ctl00$ctl00$cphContents$cphContents$cphContents$ddlSeason$ddlSeason']/option[@selected='selected']"),
        str(year)
    )
)
#sleep for some time to complete ajax load of the table#sleep(10)
page = driver.page_source
bs_obj = BSoup(page, 'html.parser')

header_row = bs_obj.find_all('table')[0].find('thead').find('tr').find_all('th')
body_rows = bs_obj.find_all('table')[0].find('tbody').find_all('tr')
footer_row = bs_obj.find_all('table')[0].find('tfoot').find('tr').find_all('td')

headings = []
footings = []

for heading in header_row:
    headings.append(heading.get_text())

for footing in footer_row:
    footings.append(footing.get_text())

body = []

for row in body_rows:
    cells = row.find_all('td')
    row_temp = []
    for i in range(len(cells)):
        row_temp.append(cells[i].get_text())
    body.append(row_temp)

driver.quit()
print(headings)
print(body)

Output

['순위', '팀명', 'AVG', 'G', 'PA', 'AB', 'R', 'H', '2B', '3B', 'HR', 'TB', 'RBI', 'SAC', 'SF'][['1', 'KIA', '0.302', '144', '5841', '5142', '906', '1554', '292', '29', '170', '2414', '868', '55', '56'], ['2', '두산', '0.294', '144', '5833', '5102', '849', '1499', '270', '20', '178', '2343', '812', '48', '47'], ['3', 'NC', '0.293', '144', '5790', '5079', '786', '1489', '277', '19', '149', '2251', '739', '62', '48'], ['4', '넥센', '0.290', '144', '5712', '5098', '789', '1479', '267', '30', '141', '2229', '748', '21', '42'], ['5', '한화', '0.287', '144', '5665', '5030', '737', '1445', '261', '16', '150', '2188', '684', '85', '38'], ['6', '롯데', '0.285', '144', '5671', '4994', '743', '1425', '250', '17', '151', '2162', '697', '76', '32'], ['7', 'LG', '0.281', '144', '5614', '4944', '699', '1390', '216', '20', '110', '1976', '663', '76', '55'], ['8', '삼성', '0.279', '144', '5707', '5095', '757', '1419', '255', '36', '145', '2181', '703', '58', '55'], ['9', 'KT', '0.275', '144', '5485', '4937', '655', '1360', '274', '17', '119', '2025', '625', '62', '45'], ['10', 'SK', '0.271', '144', '5564', '4925', '761', '1337', '222', '15', '234', '2291', '733', '57', '41']]

You have to wait for some time for the table to refresh after you click. Also read my comments. Sleep is not the best option.

Edit:

I have edited the code to wait till the selected text is the year. The code no longer uses sleep.