Added logging errors and reduced batch size to 50

handler.py

@@ -67,6 +67,7 @@ class EndpointHandler:
         if response.status_code == 200:
             return response.content
         else:
+            self.logger.error(f"Error downloading image from :{str(url)}")
             raise Exception(
                 f"Failed to download image from {url}. Status code: {response.status_code}"
             )
@@ -144,7 +145,7 @@ class EndpointHandler:
                         "Data must contain 'images_urls' key with a list of images urls."
                     )
 
-                batch_size = 100
+                batch_size = 50
                 if "batch_size" in data:
                     batch_size = int(data["batch_size"])
                 # Download and process the images (just downloading in this example)
@@ -185,6 +186,7 @@ class EndpointHandler:
                             processed_metadata.append(complete_image_metadata)
 
                         except Exception as e:
+                            self.logger.error(f"Error image processing: {str(e)}")
                             print(e)
                     # This should be a list of images as np.arrays
                     processing_end_time = timeit.default_timer()
@@ -237,6 +239,7 @@ class EndpointHandler:
 
             except Exception as e:
                 print(f"Error during Images processing: {str(e)}")
+                self.logger.error(f"Error during Images processing: {str(e)}")
                 return {"embeddings": [], "error": str(e)}
 
         elif data["process_type"] == "text":