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+""" Class containing all functions needed to download images from Google
+Following example set by: https://towardsdatascience.com/image-scraping-with-python-a96feda8af2d
+Adepted by: Simon van Hemert
+Date edited:2021.01.05 """
+
+import time
+import os
+import io
+from PIL import Image
+import requests
+import pathlib
+
+
+class Image_crawling:
+ def __init__(self, drive, waittime=0.1):
+ self.sleep_between_interactions = waittime
+
+ self.drive = drive
+
+ def fetch_image_urls(self, query:str, max_links_to_fetch:int):
+
+ self.query = query
+ # build the google query
+ search_url = "https://www.google.com/search?safe=off&site=&tbm=isch&source=hp&q={q}&oq={q}&gs_l=img"
+
+ # load the page
+ self.drive.get(search_url.format(q=query))
+
+ image_urls = set()
+ image_count = 0
+ results_start = 0
+ while image_count < max_links_to_fetch:
+ self.scroll_to_end()
+
+ # get all image thumbnail results
+ thumbnail_results = self.drive.find_elements_by_css_selector("img.Q4LuWd")
+ number_results = len(thumbnail_results)
+
+# print(f"Found: {number_results} search results. Extracting links from {results_start}:{number_results}")
+
+ for img in thumbnail_results[results_start:number_results]:
+ # try to click every thumbnail such that we can get the real image behind it
+ try:
+ img.click()
+ time.sleep(self.sleep_between_interactions)
+ except Exception as e:
+ print("Exception", e, "occured in clicking on thumbnails ")
+ continue
+
+ # extract image urls
+ actual_images = self.drive.find_elements_by_css_selector('img.n3VNCb')
+ for actual_image in actual_images:
+ if actual_image.get_attribute('src') and 'http' in actual_image.get_attribute('src'):
+ image_urls.add(actual_image.get_attribute('src'))
+
+ image_count = len(image_urls)
+
+ if len(image_urls) >= max_links_to_fetch:
+ print(f"Found {len(image_urls)} image links")
+ break
+ else:
+ print("Found:", len(image_urls), "image links, looking for more ...")
+ time.sleep(5)
+ return
+ load_more_button = self.drive.find_element_by_css_selector(".mye4qd")
+ if load_more_button:
+ self.drive.execute_script("document.querySelector('.mye4qd').click();")
+
+ # move the result startpoint further down
+ results_start = len(thumbnail_results)
+
+ self.image_urls = image_urls
+
+ return image_urls
+
+
+ def scroll_to_end(self):
+ self.drive.execute_script("window.scrollTo(0, document.body.scrollHeight);")
+ time.sleep(self.sleep_between_interactions)
+
+
+ def download_image(self, folder_path:str):
+ imagenr = 0
+ for url in self.image_urls:
+ pathlib.Path(folder_path).mkdir(parents=True, exist_ok=True)
+ try:
+ image_content = requests.get(url).content
+
+ except Exception as e:
+ print(f"ERROR - Could not download {url} - {e}")
+
+ try:
+ image_file = io.BytesIO(image_content)
+ image = Image.open(image_file).convert('RGB')
+ file_path = os.path.join(folder_path, self.query + str(imagenr) + '.jpg')
+ with open(file_path, 'wb') as f:
+ image.save(f, "JPEG", quality=85)
+# print(f"SUCCESS - saved {url} - as {file_path}")
+ imagenr += 1
+ except Exception as e:
+ print(f"ERROR - Could not save {url} - {e}")
+
+ print("Saved", imagenr, "images")
+
\ No newline at end of file
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