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image_scraper_gui.py
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227 lines (181 loc) · 7.29 KB
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import os
import time
import threading
import tkinter as tk
from tkinter import messagebox, filedialog
from tkinter.ttk import Progressbar
from selenium import webdriver
from selenium.webdriver.common.by import By
from PIL import Image
from io import BytesIO
import requests
# Global stop flag
stop_scraping_flag = False
def download_images(search_term, num_images, output_dir, progress_callback):
global stop_scraping_flag
downloaded_count = 0
if not stop_scraping_flag and downloaded_count < num_images:
downloaded_count += scrape_yandex(search_term, num_images, output_dir, progress_callback)
if downloaded_count <= num_images:
downloaded_count += scrape_google(search_term, (num_images - downloaded_count), output_dir, progress_callback)
if downloaded_count <= num_images:
downloaded_count += scrape_bing(search_term, (num_images - downloaded_count), output_dir, progress_callback)
progress_callback(100) # Ensure progress bar reaches 100% at the end
return downloaded_count
def scroll_to_load_more(driver, scroll_pause_time=2):
last_height = driver.execute_script("return document.body.scrollHeight")
while True:
if stop_scraping_flag:
break
driver.execute_script("window.scrollTo(0, document.body.scrollHeight);")
time.sleep(scroll_pause_time)
new_height = driver.execute_script("return document.body.scrollHeight")
if new_height == last_height:
break
last_height = new_height
def scrape_google(search_term, limit, output_dir, progress_callback):
global stop_scraping_flag
options = webdriver.ChromeOptions()
options.add_argument("--headless=new")
driver = webdriver.Chrome(options=options)
url = f"https://www.google.com/search?q={search_term}&tbm=isch"
driver.get(url)
time.sleep(2)
scroll_to_load_more(driver)
images = driver.find_elements(By.CSS_SELECTOR, "img")
count = 0
for img in images:
if stop_scraping_flag or count >= limit:
break
try:
src = img.get_attribute("src")
if src and src.startswith("http"):
if download_image(src, output_dir, f"{count + 1}.jpg"):
count += 1
progress_callback((count / limit) * 100)
except Exception as e:
print("Error downloading image:", e)
driver.quit()
return count
def scrape_bing(search_term, limit, output_dir, progress_callback):
global stop_scraping_flag
options = webdriver.ChromeOptions()
options.add_argument("--headless=new")
driver = webdriver.Chrome(options=options)
url = f"https://www.bing.com/images/search?q={search_term}"
driver.get(url)
time.sleep(2)
scroll_to_load_more(driver)
images = driver.find_elements(By.CSS_SELECTOR, "img.mimg")
count = 0
for img in images:
if stop_scraping_flag or count >= limit:
break
try:
src = img.get_attribute("src")
if src and src.startswith("http"):
if download_image(src, output_dir, f"{count + 1}.jpg"):
count += 1
progress_callback((count / limit) * 100)
except Exception as e:
print("Error downloading image:", e)
driver.quit()
return count
def scrape_yandex(search_term, limit, output_dir, progress_callback):
global stop_scraping_flag
options = webdriver.ChromeOptions()
options.add_argument("--headless=new")
driver = webdriver.Chrome(options=options)
url = f"https://yandex.com/images/search?text={search_term}"
driver.get(url)
time.sleep(1)
scroll_to_load_more(driver)
anchors = driver.find_elements(By.CSS_SELECTOR, "a.Link.ContentImage-Cover")
count = 0
for i, a in enumerate(anchors):
if stop_scraping_flag or count >= limit:
break
try:
href = a.get_attribute("href")
from urllib.parse import urlparse, parse_qs, unquote
query_string = urlparse(href).query
params = parse_qs(query_string)
encoded_img_url = params.get('img_url', [""])[0]
decoded_img_url = unquote(encoded_img_url)
if decoded_img_url.startswith("//"):
decoded_img_url = "https:" + decoded_img_url
if decoded_img_url.startswith("http"):
filename = f"{count+1}.jpg"
if download_image(decoded_img_url, output_dir, filename):
count += 1
progress_callback((count / limit) * 100)
except Exception as e:
print("Error downloading image:", e)
driver.quit()
return count
def download_image(url, output_dir, filename):
response = requests.get(url, stream=True)
if response.status_code == 200:
content_length = int(response.headers.get("Content-Length", 0))
if content_length >= 2048: # >2 KB
img = Image.open(BytesIO(response.content))
img.save(os.path.join(output_dir, filename))
return True
return False
def start_scraping():
global stop_scraping_flag
stop_scraping_flag = False
search_term = subject_entry.get()
try:
num_images = int(number_entry.get())
except ValueError:
messagebox.showerror("Error", "Please enter a valid number for the images.")
return
if not search_term:
messagebox.showerror("Error", "Please enter a subject.")
return
output_dir = filedialog.askdirectory(title="Select Download Folder")
if not output_dir:
return
status_label.config(text="Scraping images...")
progress_bar["value"] = 0
def progress_callback(value):
progress_bar["value"] = value
app.update_idletasks()
def run_scraper():
try:
count = download_images(search_term, num_images, output_dir, progress_callback)
if not stop_scraping_flag:
messagebox.showinfo("Success", f"{count} images downloaded successfully!")
except Exception as e:
if not stop_scraping_flag:
messagebox.showerror("Error", f"An error occurred: {e}")
finally:
status_label.config(text="Scraping complete." if not stop_scraping_flag else "Scraping stopped.")
threading.Thread(target=run_scraper, daemon=True).start()
def stop_scraping():
global stop_scraping_flag
stop_scraping_flag = True
status_label.config(text="Stopping scraping...")
# Create the GUI
app = tk.Tk()
app.title("Multi-Source Image Scraper")
app.geometry("400x350")
app.resizable(False, False)
tk.Label(app, text="Subject Name:").pack(pady=5)
subject_entry = tk.Entry(app, width=30)
subject_entry.pack(pady=5)
tk.Label(app, text="Number of Images:").pack(pady=5)
number_entry = tk.Entry(app, width=10)
number_entry.pack(pady=5)
button_frame = tk.Frame(app)
button_frame.pack(pady=10)
scrape_button = tk.Button(button_frame, text="Start Scraping", command=start_scraping, bg="blue", fg="white")
scrape_button.pack(side="left", padx=5)
stop_button = tk.Button(button_frame, text="Stop Scraping", command=stop_scraping, bg="red", fg="white")
stop_button.pack(side="right", padx=5)
status_label = tk.Label(app, text="")
status_label.pack(pady=5)
progress_bar = Progressbar(app, length=300, mode="determinate")
progress_bar.pack(pady=10)
app.mainloop()