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Revert "[Error Solved] 'executable_path' "
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| 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() |