image_download_script.py

import requests
import shutil
import pandas as pd
import os 
from os import path


user_input1 = input("Please enter the filename of the scraped csv: ")

directory = "Amazon Images"

img_path = os.path.join(directory) 
if(path.isdir(img_path)==False):
    os.mkdir(img_path)
    print("Directory '% s' created" % directory) 

df1 = pd.read_csv(user_input1)
df_img_links = df1["img_links"]

for i in range(len(df_img_links)):
    image_url = df_img_links[i]
    filename = str(i)

    # Open the url image, set stream to True, this will return the stream content.
    r = requests.get(image_url, stream = True)

    # Check if the image was retrieved successfully
    if r.status_code == 200:
    # Set decode_content value to True, otherwise the downloaded image file's size will be zero.
        r.raw.decode_content = True
    
    # Open a local file with wb ( write binary ) permission.
        with open(os.path.join(img_path,filename),'wb') as f:
            shutil.copyfileobj(r.raw, f)
        
        print('Image sucessfully Downloaded: ',filename)
    else:
        print('Image Couldn\'t be retreived')