update run time

routes/predict.py

@@ -38,6 +38,7 @@ async def predict(
 
     try:
         # Process input data
+        start_time = time.time()
         inputData = InputNameData(sentence_service.dic_standard_subject)
         inputData.load_data_from_csv(input_file_path)
         inputData.process_data(sentence_service.sentenceTransformerHelper)
@@ -71,7 +72,9 @@ async def predict(
 
         # Save with utf_8_sig encoding for Japanese Excel compatibility
         output_df.to_csv(output_file_path, index=False, encoding="utf_8_sig")
-
+        end_time = time.time()
+        execution_time = end_time - start_time
+        print(f"Execution time: {execution_time} seconds")
         return FileResponse(
             path=output_file_path,
             filename=f"output_{Path(file.filename).stem}.csv",