Update functions.py

functions.py

@@ -13,7 +13,7 @@ import plotly.express as px
 from wordcloud import WordCloud
 
 
-def process_file_bm25(file,mode,min_cluster_size,top_n_words,ngram,state):
+def process_file_bm25(file,mode,min_cluster_size,top_n_words,ngram):
     # Read the Excel sheet or CSV file
 
     if file.name.endswith('.csv'):
@@ -47,7 +47,7 @@ def process_file_bm25(file,mode,min_cluster_size,top_n_words,ngram,state):
     # Visualize all graphs
 
     topics_info=topic_model.get_topic_info()
-    state.df_topics_bm25= topics_info
+    df_topics_bm25= topics_info
     #print(topics)
     try:
       barchart = topic_model.visualize_barchart(top_n_topics=10)
@@ -66,10 +66,10 @@ def process_file_bm25(file,mode,min_cluster_size,top_n_words,ngram,state):
     df['topic_number_encoded'] = label_encoder.fit_transform(df['topic_number'])
     temp_file = NamedTemporaryFile(delete=False, suffix=".xlsx")
     df.to_excel(temp_file.name, index=False)
-    state.df_bm25=df
+    df_bm25=df
     #print(df)
 
-    return  df,temp_file.name,topics_info ,barchart,topics_plot, heatmap, hierarchy ,state
+    return  df,temp_file.name,topics_info ,barchart,topics_plot, heatmap, hierarchy 
     
 
 def process_file_bert(file,mode,min_cluster_size,top_n_words,ngram):