Upload complete dataset

get_image.py

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+import json
+import requests
+import os
+from concurrent.futures import ThreadPoolExecutor
+from pathlib import Path
+import time
+from tqdm import tqdm
+import logging
+
+logging.basicConfig(
+    level=logging.INFO,
+    format='%(asctime)s - %(levelname)s - %(message)s'
+)
+logger = logging.getLogger(__name__)
+
+def download_image(item):
+    image_id = item['image_id']
+    prompt = item['prompt']
+    url = f"https://api.recraft.ai/image/{image_id}"
+    
+    output_dir = Path("downloaded_images")
+    output_dir.mkdir(exist_ok=True)
+    
+    image_path = output_dir / f"{image_id}.jpg"
+    prompt_path = output_dir / f"{image_id}.txt"
+    
+    try:
+        if image_path.exists() and prompt_path.exists():
+            logger.info(f"File exists, skipping: {image_id}")
+            return True
+            
+        response = requests.get(url)
+        response.raise_for_status()
+        
+        with open(image_path, 'wb') as f:
+            f.write(response.content)
+            
+        with open(prompt_path, 'w', encoding='utf-8') as f:
+            f.write(prompt)
+        
+        logger.debug(f"Successfully downloaded: {image_id}")    
+        return True
+    except Exception as e:
+        logger.error(f"Download failed {image_id}: {str(e)}")
+        return False
+
+def main():
+    print("=== Recraft Image Downloader ===")
+    
+    if not Path('merged.json').exists():
+        logger.error("merged.json file not found!")
+        return
+        
+    try:
+        with open('merged.json', 'r', encoding='utf-8') as f:
+            data = json.load(f)
+    except Exception as e:
+        logger.error(f"Failed to read JSON file: {str(e)}")
+        return
+    
+    total_images = len(data['recraft_images'])
+    print(f"\nFound {total_images} images")
+    
+    user_input = input("\nStart downloading? (y/n): ")
+    if user_input.lower() != 'y':
+        print("Download cancelled")
+        return
+    
+    success_count = 0
+    start_time = time.time()
+    
+    print("\nStarting download...")
+    with ThreadPoolExecutor(max_workers=10) as executor:
+        results = list(tqdm(
+            executor.map(download_image, data['recraft_images']),
+            total=total_images,
+            desc="Download Progress",
+            unit="images"
+        ))
+        success_count = sum(results)
+    
+    end_time = time.time()
+    
+    print("\n=== Download Complete! ===")
+    print(f"Success: {success_count} images")
+    print(f"Failed: {total_images - success_count} images") 
+    print(f"Total time: {end_time - start_time:.2f} seconds")
+    print(f"Average speed: {total_images / (end_time - start_time):.2f} images/sec")
+
+if __name__ == "__main__":
+    main()