Refactor prediction process by removing debug print statements and suppressing pandas warnings globally in the sentence transformer service.

routes/predict.py

@@ -196,14 +196,6 @@ async def predict(
                     if col in df_output_data.columns:
                         df_output_data[col] = df_output_data[col].astype(str).fillna("")
 
-                # Debug: Print sample data before AbstractSimilarityMapper
-                print(f"DEBUG: Sample data before AbstractSimilarityMapper:")
-                print(
-                    df_output_data[["標準科目", "摘要グループ", "確定", "摘要", "備考"]]
-                    .head(3)
-                    .to_string()
-                )
-
                 abstract_similarity_mapper = AbstractSimilarityMapper(
                     cached_embedding_helper=sentence_service.abstract_cached_embedding_helper,
                     df_map_data=sentence_service.df_abstract_map_data,

services/sentence_transformer_service.py

@@ -1,5 +1,13 @@
-import pickle
 import os
+import pickle
+import pandas as pd
+import warnings
+
+# Suppress pandas warnings globally
+warnings.filterwarnings("ignore", category=FutureWarning)
+warnings.filterwarnings("ignore", category=pd.errors.SettingWithCopyWarning)
+pd.set_option("mode.chained_assignment", None)
+
 import sys
 from config import (
     MODEL_NAME,