Update app.py

app.py

@@ -5,13 +5,14 @@ from functions import process_file_bm25 , process_file_bert , generate_plot , ge
 #------------------------------------------------------
 
 # Create the state object
-state = gr.State()
-state.df_bm25 = pd.DataFrame({"Products": [1, 2, 3], "column2": ["A", "B", "C"]})
-state.df_bert = pd.DataFrame({"Products": [1, 2, 3], "column2": ["A", "B", "C"]})
-
-state.df_topics_bert = pd.DataFrame({"Topic": [1, 2, 3], "column2": ["A", "B", "C"]})
-state.df_topics_bm25 = pd.DataFrame({"Topic": [1, 2, 3], "column2": ["A", "B", "C"]})
+# state = gr.State()
+# state.df_bm25 = pd.DataFrame({"Products": [1, 2, 3], "column2": ["A", "B", "C"]})
+# state.df_bert = pd.DataFrame({"Products": [1, 2, 3], "column2": ["A", "B", "C"]})
 
+# state.df_topics_bert = pd.DataFrame({"Topic": [1, 2, 3], "column2": ["A", "B", "C"]})
+# state.df_topics_bm25 = pd.DataFrame({"Topic": [1, 2, 3], "column2": ["A", "B", "C"]})
+df_bm25=gr.State(value=pd.DataFrame({"column1": [1, 2, 3], "column2": ["A", "B", "C"]}))
+df_topics_bm25 = gr.State(value=pd.DataFrame({"column1": [1, 2, 3], "column2": ["A", "B", "C"]}))
 
 
 with gr.Blocks() as bm25:
@@ -51,7 +52,7 @@ with gr.Blocks() as bm25:
                
             cluster_btn = gr.Button(value="Cluster")
             #[  df,topics_info,barchart,topics_plot,heatmap,hierarchy]
-            tup=cluster_btn.click(process_file_bm25,    inputs=[inputfile,mode,min_cluster_size,top_n_words,ngram,state],
+            tup=cluster_btn.click(process_file_bm25,    inputs=[inputfile,mode,min_cluster_size,top_n_words,ngram],
             outputs=[
                 gr.Dataframe(),
                 gr.File(label="Download CSV"),
@@ -61,7 +62,7 @@ with gr.Blocks() as bm25:
                 gr.Plot(label="Topics Plot"),
                 gr.Plot(label="Heatmap"),
                 gr.Plot(label="Hierarchy"),
-                gr.State()
+               
             ])
             print('Tuple **************************' ,tup)
             #[df1, df2, barchart_plot, topics_plot, heatmap_plot, hierarchy_plot] = tup