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Revert "[Error Solved] 'executable_path' " #173

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198 changes: 86 additions & 112 deletions Web_app/Scarper.py
Original file line number Diff line number Diff line change
@@ -1,119 +1,93 @@
import streamlit as st
from selenium import webdriver
from webdriver_manager.chrome import ChromeDriverManager
from selenium.webdriver.chrome.service import Service
from selenium.webdriver.common.by import By
from selenium.webdriver.common.keys import Keys
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
import time
import csv
import re
from bs4 import BeautifulSoup
import os
from streamlit_lottie import st_lottie
import json

with open('Movie_Animated.json', encoding='utf-8') as anim_source:
animation_data = json.load(anim_source)
st_lottie(animation_data, 1, True, True, "high", 150, -100)

# Function to scrape IMDb data
def scrape_imdb_data():
options = webdriver.ChromeOptions()
options.add_argument('--no-sandbox')
options.add_argument('--disable-dev-shm-usage')
options.add_argument('--headless') # Run Chrome in headless mode

service = Service(ChromeDriverManager().install())
driver = webdriver.Chrome(options=options, service=service)

driver.get('https://www.imdb.com/search/title/?title_type=tv_series,feature,tv_movie,tv_episode,tv_miniseries,tv_special&release_date=2000-01-01,2024-12-31')
driver.set_script_timeout(10000)

def load_more_results():
try:
load_more_button = WebDriverWait(driver, 10).until(
EC.element_to_be_clickable((By.XPATH, '//button[contains(@class, "ipc-see-more__button")]'))
)
driver.execute_script("arguments[0].scrollIntoView(true);", load_more_button)
driver.execute_script("arguments[0].click();", load_more_button)
time.sleep(2)
return True
except Exception as e:
print(f"Error: {e}")
return False

def save_to_csv(movies, filename='movies.csv'):
file_exists = os.path.isfile(filename)
keys = movies[0].keys()
with open(filename, 'a', newline='', encoding='utf-8') as output_file:
dict_writer = csv.DictWriter(output_file, fieldnames=keys)
if not file_exists:
dict_writer.writeheader()
dict_writer.writerows(movies)
from selenium.webdriver.chrome.options import Options
from selenium import webdriver

all_movies = []
cnt = 0
while cnt < 300:
cnt += 1
if not load_more_results():
DRIVER_PATH = 'E:/chromedriver-win64/chromedriver'
# Initialize the Chrome driver


options = webdriver.ChromeOptions()
options.add_argument('--no-sandbox')
options.add_argument('--disable-dev-shm-usage')
driver = webdriver.Chrome(options=options,executable_path=DRIVER_PATH)

# Navigate to the URL
driver.get('https://www.imdb.com/search/title/?title_type=tv_series,feature,tv_movie,tv_episode,tv_miniseries,tv_special&release_date=2000-01-01,2024-12-31')

driver.set_script_timeout(10000)
def load_more_results():
try:
load_more_button = WebDriverWait(driver, 10).until(
EC.element_to_be_clickable((By.XPATH, '//button[contains(@class, "ipc-see-more__button")]'))
)
driver.execute_script("arguments[0].scrollIntoView(true);", load_more_button)
driver.execute_script("arguments[0].click();", load_more_button)
time.sleep(2)
return True
except Exception as e:
print(f"Error: {e}")
return False
def save_to_csv(movies, filename='movies.csv'):
keys = movies[0].keys()
with open(filename, 'a', newline='', encoding='utf-8') as output_file:
dict_writer = csv.DictWriter(output_file, fieldnames=keys)
dict_writer.writeheader()
dict_writer.writerows(movies)


all_movies=[]
cnt=0
while(cnt<300):
cnt+=1
print(cnt)
if not load_more_results():
break

movie_elements = driver.find_elements(By.XPATH, "//div[contains(@class, 'lister-item mode-advanced')]")

movie_elements = driver.find_element(By.XPATH, "/html/body/div[2]/main/div[2]/div[3]/section/section/div/section/section/div[2]/div/section/div[2]/div[2]/ul")
print("movie_list")

html_content = movie_elements.get_attribute('outerHTML')
print("html movie_list")
soup = BeautifulSoup(html_content, 'html.parser')

lst= soup.find_all("li", class_="ipc-metadata-list-summary-item")
print("list")
for i in lst:
org_title= i.find("h3",class_="ipc-title__text").text
try:
title=re.sub(r'\d+\.\s*', '', org_title)
except:
title="NA"
try:
year = i.find("span", class_="sc-b189961a-8 kLaxqf dli-title-metadata-item").text

for element in movie_elements:
soup = BeautifulSoup(element.get_attribute('outerHTML'), 'html.parser')

try:
org_title = soup.find("h3", class_="lister-item-header").find("a").text
title = re.sub(r'\d+\.\s*', '', org_title)
except:
title = "NA"

try:
year = soup.find("span", class_="lister-item-year").text
except:
year = "NA"

try:
rating = soup.find("div", class_="ratings-bar").find("strong").text
except:
rating = "NA"

try:
description = soup.find_all("p", class_="text-muted")[1].text.strip()
except:
description = "NA"

all_movies.append({
'title': title,
'type': "Tv-Series",
'year': year,
'rating': rating,
'description': description
})

if all_movies:
save_to_csv(all_movies)
all_movies = []

driver.quit()

# Streamlit App
def main():
st.title("IMDb Scraper")

if st.button("Scrape IMDb Data"):
with st.spinner("Scraping IMDb data..."):
scrape_imdb_data()
st.success("Data scraped successfully!")

# Show the CSV file content
st.subheader("Scraped IMDb Data:")
filename = 'movies.csv'
if os.path.exists(filename):
with open(filename, 'r', encoding='utf-8') as file:
csv_content = file.read()
st.code(csv_content, language='csv')
else:
st.error("CSV file not found.")

if __name__ == "__main__":
main()
except:
year="NA"
try:
rating = i.find("span", class_='ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating').text.split()[0]
except:
rating="NA"
try:
description = i.find("div", class_='ipc-html-content-inner-div').text
except:
description = "NA"
all_movies.append({
'title': title,
'type':"Tv-Series",
'year': year,
'rating': rating,
'description': description
})

print("saving started")
if all_movies:
save_to_csv(all_movies)
print("completed")
driver.quit()
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