back to original

soybean_dataset.py

@@ -130,25 +130,15 @@ class SoybeanDataset(datasets.GeneratorBasedBuilder):
             img = Image.open(BytesIO(response.content))
             return img
         
+
+
     def _generate_examples(self, filepath):
     #"""Yields examples as (key, example) tuples."""
         logging.info("generating examples from = %s", filepath)
-        with ThreadPoolExecutor(max_workers=5) as executor:
-            # Create a future to image mapping
-            future_to_image = {executor.submit(self.process_image, row['original_image']): row for row in data}
-
-            for future in as_completed(future_to_image):
-                row = future_to_image[future]
-                try:
-                    original_image = future.result()  # This will block until the image is ready
-                    # ... do something with the original_image ...
-                except Exception as e:
-                    logging.error(f"Error processing image: {e}")
-                    continue
-                    
+
         with open(filepath, encoding="utf-8") as f:
             data = csv.DictReader(f)
-            
+
 
             for row in data:
                 # Assuming the 'original_image' column has the full path to the image file
@@ -171,6 +161,8 @@ class SoybeanDataset(datasets.GeneratorBasedBuilder):
                     # ... add other features if necessary
                 }
     
+
+